library for fast approximate string matching using Jaro and Jaro-Winkler similarity
Project description
JaroWinkler
JaroWinkler is a library to calculate the Jaro and Jaro-Winkler similarity. It is easy to use, is far more performant than all alternatives and is designed to integrate seemingless with RapidFuzz.
:zap: Quickstart
>>> from jarowinkler import *
>>> jaro_similarity("Johnathan", "Jonathan")
0.8796296296296297
>>> jarowinkler_similarity("Johnathan", "Jonathan")
0.9037037037037037
🚀 Benchmarks
The implementation is based on a novel approach to calculate the Jaro-Winkler similarity using bitparallelism. This is significantly faster than the original approach used in other libraries. The following benchmark shows the performance difference to jellyfish and python-Levenshtein.
⚙️ Installation
You can install this library from PyPI with pip:
pip install jarowinkler
JaroWinkler provides binary wheels for all common platforms.
Source builds
For a source build (for example from a SDist packaged) you only require a C++14 compatible compiler. You can install directly from GitHub if you would like.
pip install git+https://github.com/maxbachmann/JaroWinkler.git@main
📖 Usage
Any algorithms in JaroWinkler can not only be used with strings, but with any arbitary sequences of hashable objects:
from jarowinkler import jarowinkler_similarity
jarowinkler_similarity("this is an example".split(), ["this", "is", "a", "example"])
# 0.8666666666666667
So as long as two objects have the same hash they are treated as similar. You can provide a __hash__
method for your own object instances.
class MyObject:
def __init__(self, hash):
self.hash = hash
def __hash__(self):
return self.hash
jarowinkler_similarity([MyObject(1), MyObject(2)], [MyObject(1), MyObject(2), MyObject(3)])
# 0.9111111111111111
All algorithms provide a score_cutoff
parameter. This parameter can be used to filter out bad matches. Internally this allows JaroWinkler to select faster implementations in some places:
jaro_similarity("Johnathan", "Jonathan", score_cutoff=0.9)
# 0.0
jaro_similarity("Johnathan", "Jonathan", score_cutoff=0.85)
# 0.8796296296296297
JaroWinkler can be used with RapidFuzz, which provides multiple methods to compute string metrics on collections of inputs. JaroWinkler implements the RapidFuzz C-API which allows RapidFuzz to call the functions without any of the usual overhead of python, which makes this even faster.
from rapidfuzz import process
process.cdist(["Johnathan", "Jonathan"], ["Johnathan", "Jonathan"], scorer=jarowinkler_similarity)
array([[1. , 0.9037037],
[0.9037037, 1. ]], dtype=float32)
👍 Contributing
PRs are welcome!
- Found a bug? Report it in form of an issue or even better fix it!
- Can make something faster? Great! Just avoid external dependencies and remember that existing functionality should still work.
- Something else that do you think is good? Do it! Just make sure that CI passes and everything from the README is still applicable (interface, features, and so on).
- Have no time to code? Tell your friends and subscribers about JaroWinkler. More users, more contributions, more amazing features.
Thank you :heart:
⚠️ License
Copyright 2021 - present maxbachmann. JaroWinkler
is free and open-source software licensed under the MIT License.
Project details
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MD5 | 9c8b3ddefeffb9b983383e23ba2a8a2a |
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BLAKE2b-256 | d5110e62779cac91e4031cce669b310e15c4509203cd2023fa9b8ce1c1aa65db |
Hashes for jarowinkler-1.2.1-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d32c821e3aef70686c0726fad936adedf39f5f2985a2b9f525fe2da784f39490 |
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MD5 | e97a2cd09d3748d4c6a99c4589390c76 |
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BLAKE2b-256 | 7b692d62516a75460f9910f906d663f64e1220d4e50a08340f257441d6c4efa7 |
Hashes for jarowinkler-1.2.1-cp310-cp310-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e006017c2ab73533f96202bdeed7e510738a0ef7585f18cb2ab4122b15e8467e |
|
MD5 | 2bea8d2a0610a5b7f95062e06e744f83 |
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BLAKE2b-256 | 942136ff4dd8a8253d9cca26cab7f7784b106f917f8ef5ed7c2d184d4ce62793 |
Hashes for jarowinkler-1.2.1-cp39-cp39-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 438ff34e4cf801562e87fdf0319d6deeb839aaaf4e4e1a7e300e28f365f52cd1 |
|
MD5 | a39db37969ac418cbfeb476c85defb8a |
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BLAKE2b-256 | 9bfb45500bac86d9a3bb0a668f94e9409a7e24ae73fe1df27919a33c11b0f575 |
Hashes for jarowinkler-1.2.1-cp39-cp39-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e61bf2306727e5152f9c67a62c02ef09039181dc0b9611c81266ae46ba695d63 |
|
MD5 | b05abb80b5e9c00618009472bee9e1a3 |
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BLAKE2b-256 | d516721e1e6d1c84c533600b416211f4a782e1fc3d49d3fcabee73ec36a7d37b |
Hashes for jarowinkler-1.2.1-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a0936d5d98ed56a157b81d36209c562a0e6d3995244ee3117859b5f64be9c653 |
|
MD5 | 54293d93edd27ad9ad5e56a03bf7f82a |
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BLAKE2b-256 | 9f720656dbae555320ba10488fa1e6e8287faec2670d4ac5a4c8a57ab9410df6 |
Hashes for jarowinkler-1.2.1-cp39-cp39-musllinux_1_1_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 46307dd8b0026f8062ff31fccd676dafd63f75f2bca4a29110b7b17bdf12d2c6 |
|
MD5 | 9049a0262cd91b71ffff8e4d6ffa3d49 |
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BLAKE2b-256 | c1ec369956af912ee986671c6f6b46e7f8c6794bc569a1b138e48b7dfff58c58 |
Hashes for jarowinkler-1.2.1-cp39-cp39-musllinux_1_1_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bf7c3f413c03320d452fb5c00d26177a1c3472c489e4c28f6d10c031a307f325 |
|
MD5 | b0623c60239d09f8eb50ea883c6bbd66 |
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BLAKE2b-256 | 95ebf5abc72f840a064e039342cf058a6372727d2efe3cbbc55a7e1a0495bb0b |
Hashes for jarowinkler-1.2.1-cp39-cp39-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 116a5e8d8113b026f5c79a446c996282c70e6b1d2a9cc6fa335193a0a5d4fb11 |
|
MD5 | 3d83a0b370ff8379cdd1d0b253249c9b |
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BLAKE2b-256 | 0e7e095b73ac06a660cde7f4c02bff46fd82dbc5f7dca970e1821590b4ad133a |
Hashes for jarowinkler-1.2.1-cp39-cp39-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 68efe1acfc3e920fc055c15dc139a8bb69ae0c292541a0985ab6df819133e80a |
|
MD5 | b1153c3a7f28a6448ee5f68b6b2987fc |
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BLAKE2b-256 | c0b8b2c89dd7dde0da2c77d14e62f5028c32f517b37f716d46a6693d0e0f4274 |
Hashes for jarowinkler-1.2.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 667351b515d4678ceb0e5f596febd38c446c6bc64de1545b2868cd739f4389da |
|
MD5 | 89aaa84cd6e3b8e9b1b56f31ccde03cd |
|
BLAKE2b-256 | f023c8a13b2d03954dd0424565f8d43e1b9af174a9f6e947597785b21335cef3 |
Hashes for jarowinkler-1.2.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 84d5672a235c9b0fcdaf4236db78a7ec76384dee43e875016eb60d6365de72f4 |
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MD5 | 46dd84b54b701d516d94d05fec4662c3 |
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BLAKE2b-256 | 46fd905cf4836c9224a65729556f1be8ae42658910c31cb07899bc0d3fbdbd89 |
Hashes for jarowinkler-1.2.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 27068fb2073a5dcb265411dd7c9beb2bf7fca5c5e1fb4de35eb2562bd89a6462 |
|
MD5 | cec73dc127256b61f6717427289d83d5 |
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BLAKE2b-256 | a7f4a7f0f3a1de6ac3dfb7987089ef5dece647c51c0e2e9ae90ce0a6868bd01c |
Hashes for jarowinkler-1.2.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 04a451348e72b1703902faae9456e53aff25d9428a674d61d9d42a12780da7ae |
|
MD5 | 4e8ccac121d77806379074d27bb9dd6c |
|
BLAKE2b-256 | 3a0389c43860634785c6d3cdcbc01fd6c37a6359f4e8682bcd43880dd6db1601 |
Hashes for jarowinkler-1.2.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 32eefc177aa6ca6f3aeb660b1923dd82527686f7a522e0267c877a511361bb25 |
|
MD5 | c97606d98bf71553ef47dfa41c026f72 |
|
BLAKE2b-256 | e42b0a3cca98424e5ebdec9a46871a73ca06a947660ecd4eb450377d3d473296 |
Hashes for jarowinkler-1.2.1-cp39-cp39-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bc9b4a802cc69f8aeceed871e4caf1ae305ff0f2d55825d47117f367271d9111 |
|
MD5 | f14997dae4e3e878c079b66a66df1c11 |
|
BLAKE2b-256 | 56cf16ad17dd8760f9996256225f2ed8d294e983a57f2cff9b28d34379f992cf |
Hashes for jarowinkler-1.2.1-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d259319d4e37539166a4080ce8ca64b2d9c5c54cd5c2d8136fcaf777186c5c71 |
|
MD5 | 7b12f24c8f08209d5c742b105d01ee80 |
|
BLAKE2b-256 | 858448135ac241f3c5c19ac9d6f414dc56bf57e6b37ffdce7f74bd46bd67eafe |
Hashes for jarowinkler-1.2.1-cp39-cp39-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 78f946d11aeb92aea59e2dea380fc59d54dd22339f3fa79093b71c466057ecca |
|
MD5 | 22d58956616819d8e303032ac54a9d03 |
|
BLAKE2b-256 | 0b9a9fb4e1aad85556625459d28e82add7c8ca9a866846f8693a7ea9d14c633e |
Hashes for jarowinkler-1.2.1-cp38-cp38-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9243e428655b956fa564708f037dffb28bc97dd699001c794344281774f3dfda |
|
MD5 | b80dbe7b508c0e29b0cb4a910068fba6 |
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BLAKE2b-256 | ebed53d435ddf1060f638753255192e9698a0a3faae2255502733559cc976e99 |
Hashes for jarowinkler-1.2.1-cp38-cp38-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | dcfbdb72dcfe2a7a8439243f2c5dccf85be7bd81c65ba9f7ecd73a78aef4ad28 |
|
MD5 | 369384bcbd63da6ec98069acc7df3012 |
|
BLAKE2b-256 | 864763c3c7f4f24e48d029fb9e85e8ef4e67c826401e9d2c00b65cbecdc3ea7f |
Hashes for jarowinkler-1.2.1-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6f3213a9878c7f3c0e2a807275d38a9d9848a193dcb5ada748863a7a18a335f9 |
|
MD5 | b74f677a6ac1c68e215fe7baf0cc625c |
|
BLAKE2b-256 | cc2806d897f50b0a6acc8ae416ddff865c538b79d4c54b6fbc876554f1227474 |
Hashes for jarowinkler-1.2.1-cp38-cp38-musllinux_1_1_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9f76759af8d383b18466b90c0661e54eed41ff5d405ce437000147ba7e4e4d07 |
|
MD5 | 6a3465c52ccee511f4aba36aeee60db7 |
|
BLAKE2b-256 | efbb5759e043ecd3245a51bebc6d8855defbd4763a33defc5a249d63dbab79f6 |
Hashes for jarowinkler-1.2.1-cp38-cp38-musllinux_1_1_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e0b822891ef854cf00c4df6269ddf04928d8f65c8741a8766839964cd8732c48 |
|
MD5 | 1a34feedcf900f611e380536c661b1f1 |
|
BLAKE2b-256 | c78e1b1c7d76476057214092b3f9686f85f98f7e588e4a2e51e08bb983bf8745 |
Hashes for jarowinkler-1.2.1-cp38-cp38-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fce17899e967489ba4b932dc53b7c408454c3e3873eab92c126a98ddb20cc246 |
|
MD5 | 342457e44963d844cddf35a0d58568e1 |
|
BLAKE2b-256 | e117ed333596bdbe15ded6bc9783f44da07967277ee0705f29541a5cf6e0e27d |
Hashes for jarowinkler-1.2.1-cp38-cp38-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5b9747dab72c7c6a25e98a68ca7e3ba3a9f3a3de574dc635c92fa4551bd58505 |
|
MD5 | 1a2fc495f423adf0c31ada090e62c707 |
|
BLAKE2b-256 | fa3c9e839f97c4bd5b4e2679a2d78f8fee7ce18a6c7988f98b167c765802b0fd |
Hashes for jarowinkler-1.2.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4ab4e24cbb27f4602e4b809397ee12138583132a0d3e80a92de1a5f150c9ca58 |
|
MD5 | e7e747760e677eb64060534b1914d391 |
|
BLAKE2b-256 | 26c4b73c3944fc76424b7edfd08188f341adbf4caf84a71b10a797e8ee46a78e |
Hashes for jarowinkler-1.2.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 46b2106b56329699c2f775b65747940aaafd077dac124aae7864de4dcd7a79dd |
|
MD5 | dac1d9fae9ece21b8adf3c78484f4df4 |
|
BLAKE2b-256 | 79f93adf8ee054c8334e50279e6d0a438282be8499b4bbad7d3f284389926d80 |
Hashes for jarowinkler-1.2.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 245225d69ea54a4f3875c243a4448da235f31de2c8280fad597732815d22cc4b |
|
MD5 | dd84fa7748cbcc8745d5c8a80f129564 |
|
BLAKE2b-256 | 390caaafffd184e00d51eec03abcded6b7374f000e171bae5e915f142f8555e8 |
Hashes for jarowinkler-1.2.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 41fad5783c09352a0bc1a0290fdbfd08d7301a6cf7c933c9b8b6fc0d07332aae |
|
MD5 | 468080033a494d864662b2adb713a4b7 |
|
BLAKE2b-256 | 01876357cabd69e437dfc8ba67d43e507df1f7d010c7e095da41a73b1169bfde |
Hashes for jarowinkler-1.2.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 088d1da357dc9781e85385e6437275e676333a30416d2b1cdde3936bb9abc80f |
|
MD5 | 021d943cf91c7db7345ed327be303e7e |
|
BLAKE2b-256 | c1d0f2b100a27f2450bac4257b6a8500cd8c1ed0473fe19799ba3b1b55d496d2 |
Hashes for jarowinkler-1.2.1-cp38-cp38-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9d476d34dbcb4ed8cbfa1e5e7d865440f2c9781cf023d1c64e4d8ec16167b52a |
|
MD5 | f7321870d85d6a14bd72f15304294e51 |
|
BLAKE2b-256 | 2d11abc44670b6eaf87c7c0906d43fc62f0edad85808a7bdb6fde9c41136c4f2 |
Hashes for jarowinkler-1.2.1-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 641ef0750468eb17bfd3a4e4c25ae14d37ecbcc9d7b10abfcf86b3881b1aca3a |
|
MD5 | 6406f340c55311fafc8505dc85345685 |
|
BLAKE2b-256 | bb8d7109402202843a5104d8418a6eb2e3b1796a80da5d7bbcfdf27a23b0e6b1 |
Hashes for jarowinkler-1.2.1-cp38-cp38-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a805a091d65f083da44f1bfdeef81818331ab76ae1475959077f41a94ee944ff |
|
MD5 | 643fc9e6332b0c4b4a6ddfc1782d8f99 |
|
BLAKE2b-256 | 42d449381b535f13bccf34936c86d2f84512faceaf156cb30c2cea61bd68b0d1 |
Hashes for jarowinkler-1.2.1-cp37-cp37m-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 09730ced0acb262396465086174229ac40328fdee57a698d0c033cf1c7447039 |
|
MD5 | 7543cf5cd3209ccb4c16567f9cda8509 |
|
BLAKE2b-256 | 841706aadaa68321479cd7269129a2d9d0925b86cde79ed6af04ce0caacb7e44 |
Hashes for jarowinkler-1.2.1-cp37-cp37m-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9e4af981c50ee02eabe26b91091c51750dfef3a9ca4ae8fd9d5bde83ae802d27 |
|
MD5 | d64fd14c918c9020cdd67a14ab07e924 |
|
BLAKE2b-256 | 14357b6484f670501cb34c1fde5b806c784f057b71d33d8431bf2d722fc22617 |
Hashes for jarowinkler-1.2.1-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ff3de9898a05d7902ed129714f32a66ac79af175a918663831f430da16578573 |
|
MD5 | 663a856f85016b4fd68cc04d0fc409c0 |
|
BLAKE2b-256 | 334e6c1113df33f7fe37c8bc699e0b4039966d9277801c1de2b84305402feaf5 |
Hashes for jarowinkler-1.2.1-cp37-cp37m-musllinux_1_1_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 90c624f1b660884415e0141a2c4fc8446fed00d3d795a9c8afafb6b6e304e8fd |
|
MD5 | c8746fb7977e8ac6b467fc145ae7681a |
|
BLAKE2b-256 | 953f858aae4af22abe9a6c67d195ba7edab04d255f7e4399dbfc4600a255cd7d |
Hashes for jarowinkler-1.2.1-cp37-cp37m-musllinux_1_1_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 615c09d4ebe5417c201c4a00cff703d7d5c335350f36b8ae856d1644fe1a38e9 |
|
MD5 | 2a49feb712c9b2c777d2df5d28504778 |
|
BLAKE2b-256 | a58ef45cc82133dd2e968ccf194d4a545b1b256a184a7a9198cb1bc75e21d26a |
Hashes for jarowinkler-1.2.1-cp37-cp37m-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 793f4fd23c7e361197f8a07a035c059b6254ff4998b1a54d5484e558b78f143a |
|
MD5 | 368323f72df6ceb5200051b036d6d5cf |
|
BLAKE2b-256 | 2f9709b40e299eb948af6c116c176d5c34378d5d0fe609ae841d0479663d04f8 |
Hashes for jarowinkler-1.2.1-cp37-cp37m-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3b6fce44c7bcbbaa38678cebc9fb0af0604aff234644976c6b7816257ce42420 |
|
MD5 | 171b13fec90f271dfc0ce7499880e2a9 |
|
BLAKE2b-256 | 1557d9122d9b36267aad54a9aa6413f9e25678d106ed18d0c4f8a5e23260813d |
Hashes for jarowinkler-1.2.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 940ccc7d3f7fbd4cf220aab2ee106719976a408c13a56bf35d48db0d73d9467b |
|
MD5 | 1625b8a3c38944f986f5f9436e5261f1 |
|
BLAKE2b-256 | eda8094e87e92bf505dd808ee2652fbcdf73e2599e32de32d24703ecccdba32c |
Hashes for jarowinkler-1.2.1-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 774b5f0e6daa07e1dae7539d4c691812f0f903fcdcc48d17ee225901ceec5767 |
|
MD5 | b93983127f2b71d26977ea2e9736ada0 |
|
BLAKE2b-256 | 8236956e105a7a209bfda0942205ced4fc1ea116fccde5ec8634daa646d35d7d |
Hashes for jarowinkler-1.2.1-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b1dcfcb35081a08f127ab843bc1a6fb540c7cc5d6670f0126e546e6060243cdd |
|
MD5 | ac99cad5a8dc060ad45a0a39dc73d9b9 |
|
BLAKE2b-256 | efde842a54c17210121b734f270ef4f17cb51aa17e3b80b75bc62e1f870056f7 |
Hashes for jarowinkler-1.2.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8dc8d23c9abc5e61b00917b1bc040a165096fe9d0a1b44aae92199d0c605cc3c |
|
MD5 | 9825bfae8688d3147ff235d0b817b34f |
|
BLAKE2b-256 | c7a546f72b4d000edd77594fe9e0c221080a7a44741860563a680c2d02b4a2ec |
Hashes for jarowinkler-1.2.1-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e7c34879601112fe728f167f099aea227a5a9790e85be09f079f85d94ece4af3 |
|
MD5 | 378460ba829263dfea993c8a092ea86c |
|
BLAKE2b-256 | 3780c8c660bfda81b12eeb4b16466e33adfb47cf524e3056b45b860825a18952 |
Hashes for jarowinkler-1.2.1-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2760ba9c3c702c68c1d6b04da50bfa2595de87cb2f57ca65d14abc9f5fa587bb |
|
MD5 | 0ddceb9ad207de5567e2ee9bd16ed5cf |
|
BLAKE2b-256 | 2cb3a3ec9a1ff29a3312c6bde00e295ebacc70375747223a7ebb0e226c0e1134 |
Hashes for jarowinkler-1.2.1-cp36-cp36m-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0b8b7c178ff0b8089815938d9c9b3f2bc17ab785dc5590a3ee5413a980c4872c |
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MD5 | ed0f26a7851c0c16e0306c1dce054c13 |
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BLAKE2b-256 | 6cd4b8a46bcb7140dbe442842006f9f22bc58619bd62e6fdca5a3fb87a1fc294 |
Hashes for jarowinkler-1.2.1-cp36-cp36m-win32.whl
Algorithm | Hash digest | |
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SHA256 | 51f3d4bae8feac02776561e7d3bc8f449d41cde07203ef36fba49c60fc84921e |
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MD5 | 81a834c46475fe5d3c3a44fca6b62c35 |
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BLAKE2b-256 | f8790c479aa4d13d511f1c612da5afc0b87987459a95f9da63ba71404bd9f5f4 |
Hashes for jarowinkler-1.2.1-cp36-cp36m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
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SHA256 | d2ce7fe2a324f425d8639fbdd2b393432e70ff9cae5ddc16e8059b47d16be613 |
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MD5 | 49711bf0f6a0f3a7b4c990f40038fbc2 |
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BLAKE2b-256 | 70ee1a55c61f4eb629236464a2c24f80eb8447f98a47b6abb6fe53d704e3846a |
Hashes for jarowinkler-1.2.1-cp36-cp36m-musllinux_1_1_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 40d17decb4a34be5f086cf3d492264003cd9412e85e4ad182a43b885ae89fa60 |
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MD5 | 77111b4df7f94db48a6a8df2d21e06b9 |
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BLAKE2b-256 | 99e79a14816488446c6de7f7010e81052747305023be493d3013fe9b86dbb1c5 |
Hashes for jarowinkler-1.2.1-cp36-cp36m-musllinux_1_1_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ea3d4521d90b0d8bf3174e97b039b5706935ea7830d5ad672363a85a57c30d9e |
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MD5 | 2520fe686b906c4be7ffde8978b17590 |
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BLAKE2b-256 | 45fcaeb6e0697f9c785966bc53ddb8dc78223d54bc51ced80ef2271447daf3d3 |
Hashes for jarowinkler-1.2.1-cp36-cp36m-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f4ac432ffff5c2b119c1d231a37e27ca6b0f5f1fcc5f27f715127df265ba4706 |
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MD5 | 88593c9681ace7fb2240f9adaf889739 |
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BLAKE2b-256 | 69d4b70ec254be255da136d26bb0a4b4328be92eb45f1e20160f1054d9d832ff |
Hashes for jarowinkler-1.2.1-cp36-cp36m-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d0a3271494a2298c72372ee064f83445636c257b3c77e4bbe2045ad974c4982f |
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MD5 | 69f7ecc03a7316ec58b1dbe39a05ccf0 |
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BLAKE2b-256 | 9be643bf1187bde7b74c4dcff7cb0f821a3831e2670d9396b4e125afbcbccd97 |
Hashes for jarowinkler-1.2.1-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2ea7ae636db15ca1143382681b41ca77cc6743aa48772455de0d5a172159ea13 |
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MD5 | 149debf6498fc28f16beab8b64940336 |
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BLAKE2b-256 | 2b27fa575a62648967f2381caac5127d5a57fc90cf1f7447ee9e457bb4f5adf5 |
Hashes for jarowinkler-1.2.1-cp36-cp36m-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cfa6ff2260707e522a814a93c3074337e016ce60493b6b2cb6aa1350aae6e375 |
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MD5 | 0fa2a20321ed4b8a9071b11a04409d45 |
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BLAKE2b-256 | cd837494ee33eea40d2bb90e2d78435e443a79030ea3098f0338c9bca5e4b4a9 |
Hashes for jarowinkler-1.2.1-cp36-cp36m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b30901cf2012c3aa01f5a9779cd6c7314167cf00750b76f3eba4872f61f830ba |
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MD5 | d37a84da6022571769dcaceeb77721f3 |
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BLAKE2b-256 | c445c5cfc324a0a160ee69a6a6ba3f1d38e0a1659b092a5510fd16cd5edb9796 |
Hashes for jarowinkler-1.2.1-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4fb7e227c991e0129daf3ca3794325c37aa490333ac6aa223eebb6dbe6b2c059 |
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MD5 | 3eb4f790dab118468c8ae2f634105ffd |
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BLAKE2b-256 | cd133bc0e2e1163d16491c3a0992065d2828ca934b71c829e0f968289f5ac4b6 |
Hashes for jarowinkler-1.2.1-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | dc61a8667cb4601801a472732f43319feb16eea7145755415e64462ab660cdc5 |
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MD5 | 5a72122e17f91eb1765df6f731991f43 |
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BLAKE2b-256 | 4dfb168385209f10e401378d5d2d29860a8aa5926cafdff7c02587e2a22c5bb6 |
Hashes for jarowinkler-1.2.1-cp36-cp36m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 068e7785ad2bbca5092c13cdf2720a8a968ae46f0e2972f76faa5de5185d911b |
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MD5 | 6ed9316e49be8f123c89c05eb4ea5d2e |
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BLAKE2b-256 | b0369351ca682006c821dab6439c1c19dde588e5207f43126d047c0fa15ee368 |