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 | c06ecc1b6c34f4bbbe30ecaacc0d97e2 |
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BLAKE2b-256 | 5a99f9b2aa7adb90d30214ea314c959a218f397373d3c13bf5174a95f2ea2384 |
Hashes for jarowinkler-1.2.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4d9f60dd2d8c26737d1ec632959ad3aab542a79a4a3af5c43fd6e4da4f232925 |
|
MD5 | c87927b71791c99fa0e09e2c4f1d0157 |
|
BLAKE2b-256 | 50cf12d6068a2b05d010a3553252fce609f5b25f125e68bf627a61957a5e1c2b |
Hashes for jarowinkler-1.2.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0491e8240550d4159f091676ab518bb8c321cb5fd1389fdd1e879abb75aa4c23 |
|
MD5 | 65195c21a5761cab12d41452129504cc |
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BLAKE2b-256 | 10bf2b5524f0167157f412d7aa32eff5f013cffaffed11610d4cec4615ee9c06 |
Hashes for jarowinkler-1.2.2-cp310-cp310-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5e0b9ff37df2fb1aab90e6fbb9f5d222e58493b3439694454c388d8495c86f2f |
|
MD5 | ab7a04c05945da409bce3a0ca7c8c991 |
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BLAKE2b-256 | 535636e88f85e7ef0ac12bb668fe4dfaccc5a1ac7ad063c9367cadcbc93a595d |
Hashes for jarowinkler-1.2.2-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | aad8f2f63375ca658a9f5f83731c061a30313dc29c8e828b0aed9c9fbf4d7ff4 |
|
MD5 | 0565b3f13367814a0af2ffcf2d74f0a6 |
|
BLAKE2b-256 | e162ab6ffd761299926fc356ea77214355797235c81d77df983f29325c190499 |
Hashes for jarowinkler-1.2.2-cp310-cp310-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 00da8db4fc1d23b63ca439d3585ee51009595dc8f4e8ffe1fb5c4e0c7286c4ff |
|
MD5 | 2fad26e903aa011b987f606033db6d10 |
|
BLAKE2b-256 | c11ead9cb2881f6c80c93f7deccacd11e163e2461f1ff424bdae7f3d7373bb74 |
Hashes for jarowinkler-1.2.2-cp39-cp39-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 772ef0849ab760c567433a20c7762bfec81aba0a9f8780576cabd16df59f366c |
|
MD5 | 14aaecfc56e13232fc827209d5b67876 |
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BLAKE2b-256 | 4fccf945efde91cac2c3682eb18c56dd536867077fcabf420e108571ee9bc906 |
Hashes for jarowinkler-1.2.2-cp39-cp39-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 08913ab6dca089d334d41a25dbb6c6ea1bb554c0b3d26a1f9870043f4acaed6e |
|
MD5 | 23ca236f8cc3350cd9bc2bb63ea596cd |
|
BLAKE2b-256 | 29ed03e819abe8f9d663d4e1700822828ea00f11c86383c59a57f9248469e36f |
Hashes for jarowinkler-1.2.2-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b14cc07f3662637d11679b7a3017645074fbd0f7fcc726ef8060992cf333be34 |
|
MD5 | 004c01c3d9748e89dab39a3e53809fd5 |
|
BLAKE2b-256 | 7cef7fb2758b748d62b0b5f8e02978e6410d5d89f1bd55274b1bd5914b1c1d3d |
Hashes for jarowinkler-1.2.2-cp39-cp39-musllinux_1_1_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | dc0bc75f93dfd2a271450710468360848fd75ed37aefa3418cbfd9a41d0f92df |
|
MD5 | a01163211e1f9ef9b1510079679bdf5b |
|
BLAKE2b-256 | 3627c12b1bfdc7d83b8243a134fd6df4852d1a6b5c891409cbc535f8a333fab5 |
Hashes for jarowinkler-1.2.2-cp39-cp39-musllinux_1_1_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 24dd6940d8da085c9fddaa55f41a0689b241b6b5b6f5821d287e4ed279d0a649 |
|
MD5 | 6e6f123dd0cc49a1c24e3c79045f2c24 |
|
BLAKE2b-256 | e057bc7e2884d30fc7a1292d46d019addaa9fcf42119b54b21f0588aae3b99c1 |
Hashes for jarowinkler-1.2.2-cp39-cp39-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0721376ce4f5b20581a1e4731d753901e5bb8971321d49d80579ec005b0b7289 |
|
MD5 | c98ede8210077e1300c1fa4d0cb8174a |
|
BLAKE2b-256 | 80b035911e96fb456dec1910ec54f036a50be8854a36c95b7490208a1dbc8300 |
Hashes for jarowinkler-1.2.2-cp39-cp39-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 81b321d8cf91d2ae2d044ef57cd78f4a6fa3bd4529dd2e5c70e4e24b8fb75629 |
|
MD5 | a811b5c2edc87dc3c6cefff55a4990d5 |
|
BLAKE2b-256 | 7cf6f7df6c2977357ad8e248f9850a11c36cdae5b0f94d395c5588a4b5758acc |
Hashes for jarowinkler-1.2.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | eb13d7f767f0c9a4f9a51103729145d8b96dbac1d1723fb7257c3e93461cced3 |
|
MD5 | d21297de64f1b4faf279d2ad0a3511c0 |
|
BLAKE2b-256 | 921b66b89cbe33d1db542152e5126b8955a6a4becca7636d2e0694d1252acfe9 |
Hashes for jarowinkler-1.2.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d50819324185e974801b824911f0abb521bb7e74a2d0c5d702692970f5c0a884 |
|
MD5 | c035e4fe77e7ed46e93ddb03df41d1f6 |
|
BLAKE2b-256 | 92e757aa0234d2d3494df3a626b147bb92eeaa0e06aaad82bcbb428d9814b9cd |
Hashes for jarowinkler-1.2.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2f126a00b09eca6cb151626e310ea421ba46758a117949a60669578cce2d19df |
|
MD5 | 4f99c873ddf7916fa27a6730475657f0 |
|
BLAKE2b-256 | d72e1aeb62f3eb6eb5909509be46a44f29856d68a8a3479c499d54397a9503bb |
Hashes for jarowinkler-1.2.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2649e2017851aed6a74a0399d71750645399737b0d7579d27a0e5c2d593146f4 |
|
MD5 | e7450d53855bd0baa6538615075b77a2 |
|
BLAKE2b-256 | fc2a354415620297ba4b2031a30ebf7ee567cf015b62258bb58a2d41434cda38 |
Hashes for jarowinkler-1.2.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3a9f91d8ba9584a016f082906d5e4f5643e6c446e0bcf7a6a46461c0cbb7801c |
|
MD5 | cdb59924e41baf70f7f78a9039a86731 |
|
BLAKE2b-256 | 2ec39be66cdf47a1cdf9264eaf14212a0bf1c0568babfc31033f23128dedef9f |
Hashes for jarowinkler-1.2.2-cp39-cp39-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2f557778bf70478805a0f8c06113f44f80d937c6f4c205181859afb2741caeb5 |
|
MD5 | e63af91e3d37c22ed233dcc0d3c14959 |
|
BLAKE2b-256 | 78fa59d3a630ad4d0c168cd76410c4b2ccb35009c84c236dfbbbd91e27dfcbc4 |
Hashes for jarowinkler-1.2.2-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fb03de855110db429062132ddfb590876e93506c59a8d30a9d3433d6709114ee |
|
MD5 | 63ffa7b1f296afeb0b76eb3e8c321e20 |
|
BLAKE2b-256 | 33f3a42dd051a38f88b01f9190c938887280f78a8e2e1eef1ed22db63d0ab70b |
Hashes for jarowinkler-1.2.2-cp39-cp39-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7621dc8d7710164bbc1873d0bf70ee8cf30038deff01c6cc9c3bf55c521fd2f5 |
|
MD5 | 531a930fd04e7fa18856fac57658d4bb |
|
BLAKE2b-256 | 6e230dffb52c78354e25797507dc636bac6e2b614e96c44fb1457c018e8ec0a2 |
Hashes for jarowinkler-1.2.2-cp38-cp38-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0d08a833d1a48f67b6b600e120a76290b3cd9e933987a728839be5af442e8654 |
|
MD5 | 3c2a2c4dac8386f0aa29d9bf59dacba8 |
|
BLAKE2b-256 | 7f83201709d8d356c99583cc64bc9fc8f647b2357eab38db1d79f7d5b3d167fc |
Hashes for jarowinkler-1.2.2-cp38-cp38-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a7cbc4568a15409808275dad28beff1b5825566ecf446bd4e15f0ac89a306105 |
|
MD5 | 76892327358b6361c75abd80b79b2250 |
|
BLAKE2b-256 | 541cb1fc04f9209e97162583ddafeb1ac9c614308474b92aa47859114a7a0664 |
Hashes for jarowinkler-1.2.2-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7fcd018803212404fda45c74de120295ca100a8507e553662fb19d9ce6f7f203 |
|
MD5 | 134a9dea37eae95730eea8d2aa77813a |
|
BLAKE2b-256 | b6068a6e0b897513b91c10bcc262d88f6fb276a02293d65c1882a1eeaa9c54f9 |
Hashes for jarowinkler-1.2.2-cp38-cp38-musllinux_1_1_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1bb8f1937a08a3044ad3d449a291e8236cb7720e859bc6ee756e39bbce854fb5 |
|
MD5 | 324e2aa139828eedda4cc1a2adc1c3e4 |
|
BLAKE2b-256 | 8e73cee6d1f296442e7a392bbf40618cdb75c433375abee45f8c66a176cd09a0 |
Hashes for jarowinkler-1.2.2-cp38-cp38-musllinux_1_1_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8d4301981cea5e01f1f868ac53152df0fbfd5879ec88bb7fb13998acd9e0be98 |
|
MD5 | 3da776c17432379554a5837984c9afa5 |
|
BLAKE2b-256 | ea1fc1a4e04c7f77a15944524115a731372069c22771b81987b089e046198e66 |
Hashes for jarowinkler-1.2.2-cp38-cp38-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | da217efa2f57520d9649e0de4d3a06e1afd7500839d6dae2acc265cc439c9509 |
|
MD5 | a337d76cf1e800d82206e676d9bdae01 |
|
BLAKE2b-256 | d66bdaca191cb53ef4e6a9ff3b9040f77f98f1fb1b91a8246947d7451497ab42 |
Hashes for jarowinkler-1.2.2-cp38-cp38-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | df178cb56e5328471b8829afa326067ac45dd4a770a2f69c0df0b22f9f152e5f |
|
MD5 | 2a2722a6c93e5f67acaf663cba5ff866 |
|
BLAKE2b-256 | 3ae4c1ba2fe471ad7b26730ac95a2b4ac5bc0d164dac9203ad5b73dc3bc380ba |
Hashes for jarowinkler-1.2.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9b520517652e89576f6fb6c2283badfc6019d38f046df4a2bf5e199574a585ee |
|
MD5 | 27863f32e0c6a0165924029fd3700f7d |
|
BLAKE2b-256 | 2133c398ef7103fd338cf87addece3222179ec6ed0f77ec72e65aafc01014951 |
Hashes for jarowinkler-1.2.2-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | dc4868e6deaf43d412bde069e21fb13da04211eeb89cc061f1680d59b1f8f0a3 |
|
MD5 | 85c586dc1ba0ff5de2cdd362b919d805 |
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BLAKE2b-256 | dc6614599f8b41268dfbbdb73184d94c20d5d0b898654abca7ef85a58edb5842 |
Hashes for jarowinkler-1.2.2-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e5838e84e7169e2f882d01b23d0a26440e75f414c007e8be93bd689453b6d72e |
|
MD5 | 144d5362063d9cf0d9bcc919f5fb1d01 |
|
BLAKE2b-256 | 5bd4fdca966fb30d39ec8f2aae71fc6be3b167c6ba9dfeeed58156da148b80d1 |
Hashes for jarowinkler-1.2.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 04afaadb36e75e5fc8dfff28582edb52a25cb112af88aa2f62c6e2b6840a7d9a |
|
MD5 | 968f85bad64fcd319f28b8d89afdbe65 |
|
BLAKE2b-256 | 21f357be6a102672e7a3c0dd3c2b25952dbcbcaec80a9c178cc7eb74bf9be11d |
Hashes for jarowinkler-1.2.2-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 439d3c85e8dc5974b37e9ecd74ca3fd30134b224ba1c4083b35d81b7c9c524b4 |
|
MD5 | 2ee94feb00f8a312d83588b3c8603aa9 |
|
BLAKE2b-256 | 51a9ac490c317a998815c7b5f0eaeb5cadbc5b5410c642fed57cace0cd11876a |
Hashes for jarowinkler-1.2.2-cp38-cp38-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 791b3d51bcc75248694fdd1f88c35a6b5553d45a06ff0fd204fe75845e773c8f |
|
MD5 | 3058ba2df6bc262abea67e92bad364d4 |
|
BLAKE2b-256 | d9d59cea29c98fef8955792c579db7e31ce7340d63288e537d5b82a5db083e39 |
Hashes for jarowinkler-1.2.2-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 306f2236a72769a922c3d225d1837a9549ce0cb3960f16f42c383d442a54cbcc |
|
MD5 | d32da90f7d9a711cbb85c347897e40b8 |
|
BLAKE2b-256 | 885707a046abafb5b846bb24edfe9592845e327aa1277cb03a71941af33e709f |
Hashes for jarowinkler-1.2.2-cp38-cp38-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7d8a31c7e179cc90230b44f35c4ea874bf7a3150cb7ca6a2dd3d20c4523da949 |
|
MD5 | c32cb6b302e20debdfe160b54f006ab9 |
|
BLAKE2b-256 | 2c0a9ef176de8a521696587d12816524daf98f62d6deb4fdf79b1cef2f0785c6 |
Hashes for jarowinkler-1.2.2-cp37-cp37m-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 53cf1a2532229ccc39755b8d555d00d5bcfec772fbe00590e733345f9c26b885 |
|
MD5 | 350a90e1236643c3a1ee002d02245f22 |
|
BLAKE2b-256 | 436599f2cc75fd1d1bb971487b48963fe59ddb9691df3a5bc3a02fae39adf35c |
Hashes for jarowinkler-1.2.2-cp37-cp37m-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4453aa5c7e1cfcf259c799f8ab368530a319b1d917958cc339337deb0f3629ff |
|
MD5 | d2fc6831d83926ce0ac0ea0b291f58bb |
|
BLAKE2b-256 | e8eafc84d144952c7964a37067023e3c375cfa6da7fd2b63fe5badad65469192 |
Hashes for jarowinkler-1.2.2-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | dcfb26d38f8ec77869e3423bc117f8a82846bded6e05a09e6f94306c0ec0a277 |
|
MD5 | a862d3abe6fc1b168834846a97ab31e5 |
|
BLAKE2b-256 | 9b713a66faa1d3f9e7b0440ea58c91820333005e511d6812eb56fdd89b8091a0 |
Hashes for jarowinkler-1.2.2-cp37-cp37m-musllinux_1_1_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b38b6f8e3d5d4f43dd7560a066bfcafa80d57e3d83d08439e1039e8f7d349ca9 |
|
MD5 | d88a5254293d23c73d0e90f39e5d83e0 |
|
BLAKE2b-256 | 9cdbfe06ac1e53bfb19a5eb7b15ed881f67d409beffe9ff72627cdb38e0d503b |
Hashes for jarowinkler-1.2.2-cp37-cp37m-musllinux_1_1_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bd6fc24a95897f975bcbf3f41afd6b8ab19aff4cd9364904c6ff38ea5e8a4ec5 |
|
MD5 | 751eba7f27d99c327c0efeea61334c77 |
|
BLAKE2b-256 | 2d88091484ade3a7589e9f01cdd2dc922ab4b3fc4ef54a993e89880b25d7a128 |
Hashes for jarowinkler-1.2.2-cp37-cp37m-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0642c050b9704de60d14c9db5c8c38655af9ef148990de6bf3f566c3ef505f8b |
|
MD5 | e86edb569285eec18f371dfc08eb04c0 |
|
BLAKE2b-256 | 057e56cd1b0b16a8d9c4893824ba9b39d68fc009d86a7d9aeb1fb94306390750 |
Hashes for jarowinkler-1.2.2-cp37-cp37m-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8937c56568924011c8274185e5ba7f5736dc731af93fd0631462b8a0b9c0dabc |
|
MD5 | 6f6603958e9006fd58bda4a4fff86796 |
|
BLAKE2b-256 | 11c6f480f8a549709f302515ea95ee6d6fcdbb72bc82b02e12410273e9d826d4 |
Hashes for jarowinkler-1.2.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 061e2d49ca9ba6cf5cbc3c3f03a872671863dc7574f7ab7c7af583c1e2206f80 |
|
MD5 | fe1559c90380a3a5fdc00e327c392767 |
|
BLAKE2b-256 | 4ed431b8c606c6ece18804ec89c20994bb5d8816ea135920e54171955756d784 |
Hashes for jarowinkler-1.2.2-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 78e2f1c0e71f74ed9f18d44c65a7d5f287fcf809a71782bf1960bfc0b200fef8 |
|
MD5 | cdbb2c50893e89875aee6a92d2bb091c |
|
BLAKE2b-256 | e1ee4a3046ca35efd683ff4bf7a864de49f3b6201827a88135f277893734963d |
Hashes for jarowinkler-1.2.2-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 59a940ad3acd11161701da730768f8c88f1274626d573fa5b1d6ae96d19c0f39 |
|
MD5 | cba69c3c536b26e0cf4b985d5bfceb8a |
|
BLAKE2b-256 | 4220e6acb075d22f485d286c82089a77d0afb6f9fddedf73c1da83478faf70e6 |
Hashes for jarowinkler-1.2.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d5f051d4ce210c3a38bbc86457713bb8792760f15ee7396dfd61f33a697fb448 |
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MD5 | f47b131ca8f861c2a6ed3f856b404d60 |
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BLAKE2b-256 | 2329aa104f93cc4c39675952a43db34993a39935d8d097805492e2e22f3aa19e |
Hashes for jarowinkler-1.2.2-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fa065aae9fa7fd84ab37380506970c02268a2998d421d395c30310836121a699 |
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MD5 | 954950f88476894e8f00ea6526ef4322 |
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BLAKE2b-256 | b0aeeca473da9955fe8297e8539e4caf1f3c4a6d6843da18cad8b61d612dd524 |
Hashes for jarowinkler-1.2.2-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 149d670b5a46d72a79a0a204871c71984cbb610778937f85a3782e9d07e715ae |
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MD5 | b7375320c8e8d3654cab373f7ebf7537 |
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BLAKE2b-256 | bef93c87e4e453c3032592ffb8226325fafea3b8746e8a0010cd79a3bb5a7405 |
Hashes for jarowinkler-1.2.2-cp36-cp36m-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7673827ece59081bdaab175ccde185b9af574479a4760ce79c0bc0a2a8f39730 |
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MD5 | b3c6410f039707f167b49c3946ab8675 |
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BLAKE2b-256 | 0815cd70bcd25d32cdf7834d71861593ff1519de6c9600b194f30d64abcdc59c |
Hashes for jarowinkler-1.2.2-cp36-cp36m-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a5591d1e5801f9d32be0cd9d1153a1c31240f60dc49b7853bac373ac5e5cfc44 |
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MD5 | 9da3f153d42a8284f7641a4af5d8cf0a |
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BLAKE2b-256 | e79ce0680658fa043b195a2a8afcf6dc4191e369721c53454ca8b0fdd85e9010 |
Hashes for jarowinkler-1.2.2-cp36-cp36m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 789902617e8143f40c6e8bcee3b35ce05a9b3e433b7e7ff7c1a5212fde0e6f4e |
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MD5 | d857725982f1843270eb558a4db9f442 |
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BLAKE2b-256 | c75cdae379a01ac50b05ba9c762355507b9216e6d72cf35f3d6611559ee141c7 |
Hashes for jarowinkler-1.2.2-cp36-cp36m-musllinux_1_1_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | af05486cdedc9c398992c96e1345f7bc33b418bbccc613e694ee6be8aca9e02e |
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MD5 | 3f8815f4836f3806108fd849b2d181ef |
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BLAKE2b-256 | 3c2adb95c7fb0bb632a949fa38cb69f778ecb05c52aad783047b73f161a98031 |
Hashes for jarowinkler-1.2.2-cp36-cp36m-musllinux_1_1_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | eb81d0be46dacd06d01c758cc0b4bc6598692b59f021a8f8a7223825950b9de8 |
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MD5 | c514fa5ab7ecf25e89bb5d6966af7efd |
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BLAKE2b-256 | d81e00b11e6b42b829932c0cd89257a241e0f5eebe853d034bd3ec0845894651 |
Hashes for jarowinkler-1.2.2-cp36-cp36m-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 374ac271902d9e3307bdbb6d808651420f7be55206386974c59040ad52fae6e0 |
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MD5 | 41fa39cda1930842a823a5e37dcf770d |
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BLAKE2b-256 | a64b407c5d1ae0709a532aee3029e6d4dc2a5a90fb3f4e3936b0f86f34e0ddf3 |
Hashes for jarowinkler-1.2.2-cp36-cp36m-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4e953c4730e1204ee65d1d9d6fee4d1dd185cb50739b48ce4205f416de69b7c2 |
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MD5 | 9abf97067addefbc914805a24aa93f62 |
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BLAKE2b-256 | 1d3e92f02ca0a05b911d2b22163f82311ece4ffad97428e8cc50772f5e5e29e8 |
Hashes for jarowinkler-1.2.2-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f5c782f8890cb447e7011f7c6a22e015b1dd9006f0df10bb4dbd10b0559ab6dc |
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MD5 | 1d163f6a059e21b86630a18c77c0a40d |
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BLAKE2b-256 | 0741177f86026732df0ef353afbc09534e875d24e1c4ce720c37809efa7d0999 |
Hashes for jarowinkler-1.2.2-cp36-cp36m-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 03e400c7e90e21b10e9dfb77429718f56de8b315a12295ecfb29fb52ec8be041 |
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MD5 | a9f130c6b78bd289e33ea780aa0d03d2 |
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BLAKE2b-256 | 78e8011cfb0bed52f89ec8b14ec877c1823d60be66e4de97e09d3e50f63dbfb7 |
Hashes for jarowinkler-1.2.2-cp36-cp36m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 43c6a2b2c184ac7d06458c2a1d89da1580598946a39be5572924eaa5e79f5dc2 |
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MD5 | cd835dec8223a08e31d569bf32e8e586 |
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BLAKE2b-256 | 345c2064e21d2529253470b7b248a4f3a0906a2596b1e670efd05ffde6e41540 |
Hashes for jarowinkler-1.2.2-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | db218fb9f1bed5c7f0d8c4d91f94dc68d0a2a39c559f56b9a98f96aab078fb4c |
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MD5 | 599d37f7483e2a7db5db2e1df40a20ff |
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BLAKE2b-256 | 2311b8a5121c56645a9eb5ad085e8e6f059a4f80e5c67be39e8221e06c224a74 |
Hashes for jarowinkler-1.2.2-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e5aa06145173dd4692e13978fa3b8197dc4856b7ac5df9af7979226056c01b2f |
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MD5 | 20c3ebdee8260f1437ff5cb679b6dcd3 |
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BLAKE2b-256 | f86a540939f95f6faa2a72bfc146ca471ca9e852ad2618115c9c3b846122f118 |
Hashes for jarowinkler-1.2.2-cp36-cp36m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9e0452d93c3642f71fa3ffeee9b8e0ce5473d03310bef632fdb06a43a578aaac |
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MD5 | e5d9a4a2d53e60d4709b3cce2b880093 |
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BLAKE2b-256 | bfbb99a1d7f583a8378ecdbd7eb1f91e3a30b125fdd0073a429f22e30e0beef5 |