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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BLAKE2b-256 | ff773e4c926f0e0f88091f03bb9992dda2149b21bc1f0c9463f4b63274ec996f |
Hashes for jarowinkler-1.2.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 786db72036f9b43aa6e4848584580ff8d0a33816f67050cc1d17f283a9446002 |
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MD5 | 5e04742142e03a8f8f7e7e7505893107 |
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BLAKE2b-256 | b0d65f61ee7941740bd7b02ad1d06bc4611b91fa095dd40c8e9cf89dd602c538 |
Hashes for jarowinkler-1.2.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 66aa6d4e961d956da7508d9bf837686e2b957db14a19dbfb0aefe259f9c6a177 |
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MD5 | db0b5fbe8fa05bc805e34f983178351a |
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BLAKE2b-256 | 87025cb8eda2263743c16bdd359ac7beae52a1a01ba2c0f587b608ff250f0be5 |
Hashes for jarowinkler-1.2.3-cp310-cp310-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1097b349e09c6ae2d92520ef0ab79580b6b136f6f1c1d62ad783595011f0f260 |
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MD5 | 9a052d7f200cb4123b013f6916323152 |
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BLAKE2b-256 | 5b56adf93b37c266d921a07499b32b9b299c0973f0e4f644f308918196812935 |
Hashes for jarowinkler-1.2.3-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 49796215bd66bb87d2d88da7131b785330b3b2e50cbd7a7be75b4964512f5aa9 |
|
MD5 | 85369e9163d8b4887950046cb549d627 |
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BLAKE2b-256 | a5bd37e50e0880ecee7742b97d12203d86ba734f5c5d671aa5fae54d05b267f5 |
Hashes for jarowinkler-1.2.3-cp310-cp310-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 97175ef8bf47e796280c899c8d72788313e277a30cd5c4a549bbab60ce70e5f5 |
|
MD5 | da12e2260949108a781665ce0f493498 |
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BLAKE2b-256 | 194351a385d340b15b9b7b90ebab82f45b444a34b416ce8c4f14ed932b7c1a62 |
Hashes for jarowinkler-1.2.3-cp39-cp39-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 447c9b1323e7b16ff21da9121164b54c4a806f352f716b2a6e1f937acabc6e73 |
|
MD5 | b2d008a69abf4ebc92676084ef1425ac |
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BLAKE2b-256 | 4cc86e9b88158420c4578f71c2f02e4ad967da3201941bc2d4d8af20b0a001f3 |
Hashes for jarowinkler-1.2.3-cp39-cp39-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 21869871774ea4a34222538c33704234ee8e1b4c1a82fe95471215994575e631 |
|
MD5 | 7f76182fe5ac14d1fe698de20122a47c |
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BLAKE2b-256 | 8bc45dc421163d913973c94236f6bc27dc6e6da040bad1974364a9d7d4bf7cd8 |
Hashes for jarowinkler-1.2.3-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5e954870ba9e8ad3ffdda976a71379b9cc8474195caa3009d89dda350cf5d0fe |
|
MD5 | 1dc282aa9744399ebc44f70e311a9a13 |
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BLAKE2b-256 | e92628fde94aff879ab815a2cf6bc21cfe50c8a49cbeaa354383160b72e63c84 |
Hashes for jarowinkler-1.2.3-cp39-cp39-musllinux_1_1_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e36a5af0db07010e3cc70000edebc2cdb92c39beb2d10d721604a7a52c48100d |
|
MD5 | 56da970788edc0c69b5c6685f679605a |
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BLAKE2b-256 | f806ffda81a5a092bc2e47c092876c5873181bb5382e5c88ab93995a527adbcc |
Hashes for jarowinkler-1.2.3-cp39-cp39-musllinux_1_1_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 28654c3cfd1f917900a44650cee3a6827210c1f1783ef5aca3399ee31ee2cd17 |
|
MD5 | f21bf655f2940b04adbfa92a2a1183b8 |
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BLAKE2b-256 | 74ae480b5e666668a4fc16a7719b7051ed1b5c151d5f92313e61e486ab125922 |
Hashes for jarowinkler-1.2.3-cp39-cp39-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e3edd98b7fa078b06b1bd0e12d7e244c875e7030ad242eb31719f2f87e343862 |
|
MD5 | b90b6a4f7b67f48327b95d7fc06d30cf |
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BLAKE2b-256 | 97d76431f1105feba9578f6e7d501deb994ba192cfa56f759e0aa349dc3053cb |
Hashes for jarowinkler-1.2.3-cp39-cp39-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9bd54d4635bc9d01510fff1545b4ec1e26bddafde0aff6af1af4e46b80407e9e |
|
MD5 | afbe99b0ee088f6d4fb0d7019fb4e2fe |
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BLAKE2b-256 | e9cfc45867df638f3817a4024cefc8b804fd2f69381e68f8289a738995037706 |
Hashes for jarowinkler-1.2.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8b77e53d9a1a8aa84f6c3817790d0fa336a42f726277d9e5a0cf2420337349ee |
|
MD5 | 2fd90480a766de13bd99c995fcd3a3c2 |
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BLAKE2b-256 | a250ac7c212bfa4b992b9e7809df2e7c1d65f1a3edb558786999711978402a9a |
Hashes for jarowinkler-1.2.3-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f2afe56a6cb3e84cc77af6e4a1e8eb6f4f6211a8dd0468237aeee27e16501752 |
|
MD5 | dea36e48973905e394bbe9296f02473e |
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BLAKE2b-256 | 7bbb7d8cb64acd83046b3cac48749e78b9603d0dd890fcdeaf75b09a718b9e0d |
Hashes for jarowinkler-1.2.3-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2daa79de5856d34ee6a813d9b049d55aad7014a92ce1d90fb3e487338ec362ef |
|
MD5 | f563523945861df0714c33bebba47cce |
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BLAKE2b-256 | 378595c91fde6706e4ce7e7f72cf266c10262385a3816ef3190419c1c613a551 |
Hashes for jarowinkler-1.2.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4a2297958acccf63da521f1e7d1c17e3f074db6bf6d4d9eb8c888e638fff2feb |
|
MD5 | 7ccced18bbbf939b3e1d9e82cee40478 |
|
BLAKE2b-256 | 076cb785cbebc7e839bcbfa2b263e7c8223c194c4b4e4bba63e0a808211629fb |
Hashes for jarowinkler-1.2.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c834dd86fc4f372c0cd6ec7a33432e49e644de7b5d37f520b96500cab7e9d992 |
|
MD5 | 0d89eb02d7e816d2f602c844f3942595 |
|
BLAKE2b-256 | 179863936facb845b4edca9f9c3fdfa7090f4b1bcb2c76ac6802ebf9cfb8a687 |
Hashes for jarowinkler-1.2.3-cp39-cp39-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fbcb4aafadf3ac758de12deb3c90c4e4b6497a104d00ecc8cb6585757af3ab90 |
|
MD5 | 872fa7ee5305a2b9267033f5e449893e |
|
BLAKE2b-256 | 581faedc7ce9b8887e7b853f0e1ea99a68fad19888e221c053f794bc1659f6db |
Hashes for jarowinkler-1.2.3-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5aa5645ed7b77ebfa18f9cf7276dfe532d00d64c551fdbdf086c1583a40a5079 |
|
MD5 | 27a1bdbc5c93d2d469a8251e3ae03fdc |
|
BLAKE2b-256 | 3ec20a98201b32468a932149bdb58c6b18e30520cc57a9e952b5aaa2c7f85b45 |
Hashes for jarowinkler-1.2.3-cp39-cp39-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 93cb99fc11b44db61631eea23294f6ae66e944d27129b2856e52f66f11eb8082 |
|
MD5 | 07058eaf03caa572598fe7c58a31ce07 |
|
BLAKE2b-256 | 85c4f050a534e529b59fe852d473671779bcb0cb6665e81c2ee2fd3f84a1b49c |
Hashes for jarowinkler-1.2.3-cp38-cp38-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8e85bb480eee04681d7f99ce95e86ec8d9182204737a3d141f5a97216d164d6c |
|
MD5 | 445dc04274017cc54318c6771e494fae |
|
BLAKE2b-256 | 9b3317888e39036b83eac7bf1cefe9c3a022b66aade422c3a6c23ee2f9edfcca |
Hashes for jarowinkler-1.2.3-cp38-cp38-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b959d3fcf4ffe865ee518328d77d137ea7b6ad0c8f1f8b96b7a08cd97d3a9c87 |
|
MD5 | 00633a0e2dc44897eebcba15f557b842 |
|
BLAKE2b-256 | 60a458eb476b32be18177737978b8b224ddae340f80312d99fb3641b1398d3d8 |
Hashes for jarowinkler-1.2.3-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3af4e4aab7c6ba14f75bd74a21ee00befed67cd2221e626c5741545b4a57c60c |
|
MD5 | a547420984e1cf2a109f05e30d3f6279 |
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BLAKE2b-256 | 29bd45dc88fa8fd2c485ab6b4e16690b377ddcf62633631e582ec23d42148e52 |
Hashes for jarowinkler-1.2.3-cp38-cp38-musllinux_1_1_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e2d2c6341b021b146db418c77ee71d4318013074761681aba42c1d332a723f7d |
|
MD5 | 215a983565d705060cb37f220f9a8098 |
|
BLAKE2b-256 | f77c072fe0fb00aa26dcb9dfe2d235b3e1e010ac4c3ff288c7a4434c3f4791d1 |
Hashes for jarowinkler-1.2.3-cp38-cp38-musllinux_1_1_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | aea994d5673e9c3b49d548b58f961448bd8a2ba40d3244c1809c891ed29daa02 |
|
MD5 | d0a2305099577d15e21cd20994b428e4 |
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BLAKE2b-256 | 3e7844d43eecd94e41ffb7070e35126e2a6a24948c28e75e9f278d372bda7e6b |
Hashes for jarowinkler-1.2.3-cp38-cp38-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 68a77b3f262fa90ec30563a50835c760f7417a2cf55138a77606f2def1a4d8b3 |
|
MD5 | 3ec36c3513b972ab8b0812762a265046 |
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BLAKE2b-256 | e970093cd6481ff740f7a8128e4387c5d7ddb1f7234e898492be826c82f8b4e5 |
Hashes for jarowinkler-1.2.3-cp38-cp38-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 91ccb6b51cff6158a7f699e0912ab243b7f0026d63919a7696214303e709a21e |
|
MD5 | d3843182eed56ec146333f513194e348 |
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BLAKE2b-256 | adef0968720ce9055926bc177ff4399416234871b3fe4e7c7ee2986a57ea486a |
Hashes for jarowinkler-1.2.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e40905895ddbce8cbdc5f079299371630e771db3c0e7820b2d262c4bb6a8bea0 |
|
MD5 | c0e94be44a14334f5fdc84338d3b00bb |
|
BLAKE2b-256 | b79097f4fa0625c2052fdab2e64c757fa890cc04b8489d8220dfcb6d97ce3250 |
Hashes for jarowinkler-1.2.3-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d8da4660934bbf3958e6bd0165ab088d6e65ef6cee0c52d82e86d424ca1be96f |
|
MD5 | 1f2d923008d8cfd29c7bbbfb87d8b0dc |
|
BLAKE2b-256 | 199479bea631b6420b8dd91eba1f2d1ee013e56bf2eb94311b8ac3f6625cf418 |
Hashes for jarowinkler-1.2.3-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7dcfe9a47ec5e1c544add253660475fe44b771b0cc1b5d959ca9bdad8f778e65 |
|
MD5 | 26d930b1e8cf69a7fbfe3fe53f25349a |
|
BLAKE2b-256 | d6dc1f76c4e393e7384f87c6192455235abf7a40c9e77360d09b85e1840bb2b1 |
Hashes for jarowinkler-1.2.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9f968112e0b8be55b259e041be1f9f294931c8790f014c5c04f7c1ffe7928b78 |
|
MD5 | cfcf0327307432ecb0edc9fc3aa9908e |
|
BLAKE2b-256 | cfa71bef874b09c0ec9c5dc511388fd01fcfcd9fa70d48414eeb2297e4451200 |
Hashes for jarowinkler-1.2.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 967a10aed9fca73b826ab41d859ac6a35021ac39efeea5991070964db10a9b13 |
|
MD5 | ad88a3950c07fc54a1064a37fc1c4508 |
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BLAKE2b-256 | 663bb03100c237e80f9050daa9d0e1b8fa20384786dd11878492b6f5235e90d4 |
Hashes for jarowinkler-1.2.3-cp38-cp38-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5719f55bbc84ff08e8ef8d6a87ee936dfa2d29554ae2fc2888214a336c660cbd |
|
MD5 | 34df69dd0f3ea9575e092acf090cfd7d |
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BLAKE2b-256 | 46e58cecf992723fec9b5186337fa451d399fb3dd0c956266392f7ad31e29021 |
Hashes for jarowinkler-1.2.3-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | eaa520f9b4e6e955269a117d7481332b06aff3fb04981fd218294793ba4ae5fc |
|
MD5 | 530bf78429101e939265494e86ebe452 |
|
BLAKE2b-256 | 81304c7cebe37e33da8169ae858c1a09db8172100774d10f957c7e30770072d4 |
Hashes for jarowinkler-1.2.3-cp38-cp38-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f8dd58576c81e8115ca29dc757feb413fd689d194789670a533384997306385e |
|
MD5 | 94d24fb19dfe47171f12693521ecde4c |
|
BLAKE2b-256 | 49248bd8e81fb190c3cf25145ef941aa72af20b696dd2973231dd323709d52b6 |
Hashes for jarowinkler-1.2.3-cp37-cp37m-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b73bba435e9cd7618130907d753c708c84baddec5ee6e2637f9630f02496b189 |
|
MD5 | e732122674277bf9d2a34c725d8a542b |
|
BLAKE2b-256 | abf9ee5a975e6fe1d941e41f4eb9e460cd5e3fafe2738f43c92a32b65f04dffb |
Hashes for jarowinkler-1.2.3-cp37-cp37m-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 18da76d3a6d7a0898f36525a1ce8303fcb5413d1bcbc30c3f3634344aeecf397 |
|
MD5 | d974b4ac3cc3660bf8e218bd7547c9db |
|
BLAKE2b-256 | eb69f6d53f33f20cc4700301935163dafd6178c0892e20e4850f537be824ee3a |
Hashes for jarowinkler-1.2.3-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d2cf546b18f9d49d25f33dd564c06fbe29c0e3090d062bad84ba04e77fc7d168 |
|
MD5 | 3eb330de78929476b0e4b342a59dfeae |
|
BLAKE2b-256 | b8c0bd739cca2583419ece0d67f1ef3fd0b9e8eef807393bf49e19eb4fb543ef |
Hashes for jarowinkler-1.2.3-cp37-cp37m-musllinux_1_1_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 46e042d75ee91e1fe678ad0bdb6eea4d6d052f6e6ee35adac8bf5d01942e1f6a |
|
MD5 | fc8f89bf0699cf62a36cedb31068ad93 |
|
BLAKE2b-256 | f17b35d60909076cbfc4f73edb7a1ee00e7b4fce3ae42a2e700c1c6732e13cb6 |
Hashes for jarowinkler-1.2.3-cp37-cp37m-musllinux_1_1_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b24b58bd62de20cc773b0b55352d0a43d6cf2beb9b0a21bbaf5ca1f6f50d3d44 |
|
MD5 | 0b66731d0ce1a0618abd54264046eed6 |
|
BLAKE2b-256 | db74c282d07e303133cf14a258ce7451abb47b15bd68b30ba567dc0f09dbfab8 |
Hashes for jarowinkler-1.2.3-cp37-cp37m-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | da09cbcbb917d99fb341730dbb7892b7a642ef0ca371c7f3a647b4dae6770190 |
|
MD5 | 26cd7a456e3fab9f3ecb5aba62d58b14 |
|
BLAKE2b-256 | 2cd9dac2692e71bda147116c97980908763a99cf8a0ad112b5900a3d70fc1c32 |
Hashes for jarowinkler-1.2.3-cp37-cp37m-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | dd1cd8a99f7f3347d3b30941460531a0ee8b855f199a3b56ac6d49aa98266600 |
|
MD5 | bc75a630c1c2676ea30e44ea07be8ebf |
|
BLAKE2b-256 | ae86af78f22690ba01e7f5d7af92189932420441e5d1d48d8ba3f981c80f421c |
Hashes for jarowinkler-1.2.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8ed3635427c04c8680807ecf6b71014c145ae760c22243f8ff6dd1a8cc7fa695 |
|
MD5 | 31851257d5fca8188ec00845510ed3a1 |
|
BLAKE2b-256 | 1333c209b3151ea0d85a0e77187b1ae10d9913a500d10b33a9ee63b5e5f86dc1 |
Hashes for jarowinkler-1.2.3-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b59b4e82ade4b9b147646189b500f2085e06c8c7746dd6311e03bc4d4ad126e8 |
|
MD5 | 8e11f59b4ad2a72002f25050313e2cbe |
|
BLAKE2b-256 | c0d9acc1186910f153b62cd52e530e92a90456dd8d82feb323af8bc9cdb90715 |
Hashes for jarowinkler-1.2.3-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d5399e513b58496483eeda61ff180676fc6ff9c3b6ef53af3c53be0777e71247 |
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MD5 | 2c7fd70a7af7283731fc792cf0d2c3f8 |
|
BLAKE2b-256 | 32b883ea37b06c353dcfae4beb5751d67b778391373b96e17b14fb87e7b64026 |
Hashes for jarowinkler-1.2.3-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c0eac3a71193575002e2c374ff7be5ef4005e9370c29dad83e2537f57d09e07e |
|
MD5 | a8ed656d44614c289aa278a05d03dbad |
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BLAKE2b-256 | 9158f93c2f1fddc119f0be4e686f65ff1263c7601ba43f2e6e39c6a1f1686af7 |
Hashes for jarowinkler-1.2.3-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
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SHA256 | 9b2c89b9893c2c0fb1c7369160e2a08258415df5345019dd61c3e15c2ca74b65 |
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MD5 | 858680fc40beadc24d4082d5c3548d1d |
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BLAKE2b-256 | b94642338488a5c2a7dd7dc36062a3d3be5c3fb6ef55322ccc683fb7394bcfa7 |
Hashes for jarowinkler-1.2.3-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 07df473a812772794181885fc8e9950b629809297c8a1c00e06d0376cb6f5611 |
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MD5 | fed4bbbb3083be6eb131798a90ebf06b |
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BLAKE2b-256 | 10f741df9e2a9209fd53d2ea8b411031874b24a65227b5390ff11ca0a47cdb85 |
Hashes for jarowinkler-1.2.3-cp36-cp36m-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 439d66dd82a452535293c2503a0930c2aacc4ebf9542f0ca52b351084e9f3e32 |
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MD5 | c69019883457217cba1b56e9d6142303 |
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BLAKE2b-256 | e97b5f7b8617dad9996c8cf5e303f16c5b86782b15a2c4d6668235a7e271b27c |
Hashes for jarowinkler-1.2.3-cp36-cp36m-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7f964945c52bb21058718f1e074a14d231bff1dad83c8e8bd1607ed6add4b0fa |
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MD5 | 16a3dc16207ddfefff3459b8b5975f28 |
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BLAKE2b-256 | 382b4517e2f6ee0669fcb030b3170a79e401a2ef8fdca156963b67898d6abd92 |
Hashes for jarowinkler-1.2.3-cp36-cp36m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cba8a789610e97d29c850370c6c8f68c0481355446a356bfa0b2703d8afb8436 |
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MD5 | 2a0ee8c38a9b77ece14e5895468db8bc |
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BLAKE2b-256 | af4832e83c9ddeb6f01d1803d29e1a73b6b4df21e1588401de87c5d790f7272f |
Hashes for jarowinkler-1.2.3-cp36-cp36m-musllinux_1_1_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b39b7cdb985f6c040830f047cd98a0563bbfa909944130223c23667432b39c73 |
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MD5 | 9a98c8c5704956767953f80728700de2 |
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BLAKE2b-256 | cc1bdf4a4bac2827ac7e90e8568b5dd071ef122f4b1907618fd1acc5ea83df95 |
Hashes for jarowinkler-1.2.3-cp36-cp36m-musllinux_1_1_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bbb94c0d894cde960b264f3f797c99cbe316e0280ea1b81e240d6ee4ec19fa0c |
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MD5 | 8aef9c5462438213ef40c6c34daf4191 |
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BLAKE2b-256 | 43b1a6139176517c32955fa61b51d6c39d281519c901da9f39389b9d73f9d1dc |
Hashes for jarowinkler-1.2.3-cp36-cp36m-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 18e3af57ac066a617bd688d62b9d0da11da32dca977d9fe5c1726040be26ad2e |
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MD5 | b14a599959551fbaf1c978fb2521f34d |
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BLAKE2b-256 | 754f8bf2a0f737834b011642819b1b29d2450eb54dc49544737ca239a0eef477 |
Hashes for jarowinkler-1.2.3-cp36-cp36m-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 298c708bd8609b0563846cd770891f4fc6492ea1c09ef7ac24a68731f4ede37a |
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MD5 | 11ffd3277ffbd08068c5fab2f528b1b6 |
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BLAKE2b-256 | f3a2b68ad06aecd3dc863843bda9b97f5ee73a3652a71e334a97b9dfc6b9b1cc |
Hashes for jarowinkler-1.2.3-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b56248ab6e734b40309b6337b0de5cb37e7f0e71d64c7f5f0d58bcb46c05699d |
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MD5 | 5fa1749dfb76c4a5be549bf268296bd3 |
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BLAKE2b-256 | a703293e948e92119fc4699624669c003eae6cafb313463d7165c65e167b4acb |
Hashes for jarowinkler-1.2.3-cp36-cp36m-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bc0dcc31ce493aa70067e1f7ed2cb1528b8bd86bb276f25b6c09fabf746b3df7 |
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MD5 | 361386dad4a50af14fcb98f98573ac82 |
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BLAKE2b-256 | 17b94ed4474291f544a279a9ee98f304e05dffd0c901d9eb505cb31706573186 |
Hashes for jarowinkler-1.2.3-cp36-cp36m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4ea218d666041f41434957816e0a52e8533e7e191c8302ca062ebfa4ec42220d |
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MD5 | 72d5042dc73f8430b26514aa0fcb9c3c |
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BLAKE2b-256 | c347a929c2e5038f8f032fc7da7b81e1c19f6d91c228be9f4becb45e774091a8 |
Hashes for jarowinkler-1.2.3-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5e83b734568aeabf71a89b8f9a7b9630eca71de68e74701d306d56f9e8621c3f |
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MD5 | 13ff2c25226f3cd7e209d303340d2af7 |
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BLAKE2b-256 | fe928197b8cec225114c8b6705071e21d0b9e4f6d616340a04221c8da355fac0 |
Hashes for jarowinkler-1.2.3-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 532c89ab12246f36338500b7c7c36b87389e01fca93eec74680423e5e5678677 |
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MD5 | 17b056fda7dce93f14db9e903eed1548 |
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BLAKE2b-256 | bb1961834666871f8dec3dec48fffbe09301de517b94204853d8e182a60392eb |
Hashes for jarowinkler-1.2.3-cp36-cp36m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e8c6dba59166803347c96f48e1af608f8bbc8efe9d545e1a3f9bfb526e76fd62 |
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MD5 | 80dc56d769e4cecdc2af7eb6ac7dcc0d |
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BLAKE2b-256 | f47a05793a88606dc98d734e313c1f994a0884a7b093a0a1c643a019e189bf6f |