Static memory-efficient and fast Trie-like structures for Python.
Project description
MARISA Trie
Static memory-efficient Trie-like structures for Python (3.7+) based on marisa-trie C++ library.
String data in a MARISA-trie may take up to 50x-100x less memory than in a standard Python dict; the raw lookup speed is comparable; trie also provides fast advanced methods like prefix search.
Installation
python -m pip install -U marisa-trie
Usage
Current limitations
The library is not tested with mingw32 compiler;
.prefixes() method of BytesTrie and RecordTrie is quite slow and doesn’t have iterator counterpart;
read() and write() methods don’t work with file-like objects (they work only with real files; pickling works fine for file-like objects);
there are keys() and items() methods but no values() method.
License
Wrapper code is licensed under MIT License.
Bundled marisa-trie C++ library is dual-licensed under LGPL and BSD 2-clause license.
CHANGES
1.1.1 (2024-05-06)
Publish Linux aarch64 wheels (#101).
1.1.0 (2023-10-06)
Added Python 3.12 support.
1.0.0 (2023-09-03)
Dropped Python 2.7, 3.4, 3.5, 3.6 support.
Added Trie.map() (#90).
Rebuilt Cython wrapper with Cython 3.0.2.
Fixed benchmark documentation typos (#89).
0.8.0 (2023-03-25)
Add Trie.iter_prefixes_with_ids() method to return (prefix, id) pairs (#83).
Rebuild Cython wrapper with Cython 0.29.33 (#88).
0.7.8 (2022-10-25)
Added Python 3.11 support.
Rebuild Cython wrapper with Cython 0.29.32.
0.7.7 (2021-08-04)
Restored Python 2.7 support.
Fixed README image references not working on Windows.
0.7.6 (2021-07-28)
Wheels are now published for all platforms.
Fixed ResourceWarning: unclosed file in setup.py.
Run black on the entire source code.
Moved the QA/CI to GitHub.
Rebuild Cython wrapper with Cython 0.29.24.
Updated libmarisa-trie to the latest version (0.2.6).
Fixed failing tests and usage of deprecated methods.
Expanded supported Python version (2.7, 3.4 - 3.10).
0.7.5 (2018-04-10)
Removed redundant DeprecationWarning messages in Trie.save and Trie.load.
Dropped support for Python 2.6.
Rebuild Cython wrapper with Cython 0.28.1.
0.7.4 (2017-03-27)
Fixed packaging issue, MANIFEST.in was not updated after libmarisa-trie became a submodule.
0.7.3 (2017-02-14)
Added BinaryTrie for storing arbitrary sequences of bytes, e.g. IP addresses (thanks Tomasz Melcer);
Deprecated Trie.has_keys_with_prefix which can be trivially implemented in terms of Trie.iterkeys;
Deprecated Trie.read and Trie.write which onlywork for “real” files and duplicate the functionality of load and save. See issue #31 on GitHub;
Updated libmarisa-trie to the latest version. Yay, 64-bit Windows support.
Rebuilt Cython wrapper with Cython 0.25.2.
0.7.2 (2015-04-21)
packaging issue is fixed.
0.7.1 (2015-04-21)
setup.py is switched to setuptools;
a tiny speedup;
wrapper is rebuilt with Cython 0.22.
0.7 (2014-12-15)
trie1 == trie2 and trie1 != trie2 now work (thanks Sergei Lebedev);
for key in trie: is fixed (thanks Sergei Lebedev);
wrapper is rebuilt with Cython 0.21.1 (thanks Sergei Lebedev);
https://bitbucket.org/kmike/marisa-trie repo is no longer supported.
0.6 (2014-02-22)
New Trie methods: __getitem__, get, items, iteritems. trie[u'key'] is now the same as trie.key_id(u'key').
small optimization for BytesTrie.get.
wrapper is rebuilt with Cython 0.20.1.
0.5.3 (2014-02-08)
small Trie.restore_key optimization (it should work 5-15% faster)
0.5.2 (2014-02-08)
fix Trie.restore_key method - it was reading past declared string length;
rebuild wrapper with Cython 0.20.
0.5.1 (2013-10-03)
has_keys_with_prefix(prefix) method (thanks Matt Hickford)
0.5 (2013-05-07)
BytesTrie.iterkeys, BytesTrie.iteritems, RecordTrie.iterkeys and RecordTrie.iteritems methods;
wrapper is rebuilt with Cython 0.19;
value_separator parameter for BytesTrie and RecordTrie.
0.4 (2013-02-28)
improved trie building: weights optional parameter;
improved trie building: unnecessary input sorting is removed;
wrapper is rebuilt with Cython 0.18;
bundled marisa-trie C++ library is updated to svn r133.
0.3.8 (2013-01-03)
Rebuild wrapper with Cython pre-0.18;
update benchmarks.
0.3.7 (2012-09-21)
Update bundled marisa-trie C++ library (this may fix more mingw issues);
Python 3.3 support is back.
0.3.6 (2012-09-05)
much faster (3x-7x) .items() and .keys() methods for all tries; faster (up to 3x) .prefixes() method for Trie.
0.3.5 (2012-08-30)
Pickling of RecordTrie is fixed (thanks lazarou for the report);
error messages should become more useful.
0.3.4 (2012-08-29)
Issues with mingw32 should be resolved (thanks Susumu Yata).
0.3.3 (2012-08-27)
.get(key, default=None) method for BytesTrie and RecordTrie;
small README improvements.
0.3.2 (2012-08-26)
Small code cleanup;
load, read and mmap methods returns ‘self’;
I can’t run tests (via tox) under Python 3.3 so it is removed from supported versions for now.
0.3.1 (2012-08-23)
.prefixes() support for RecordTrie and BytesTrie.
0.3 (2012-08-23)
RecordTrie and BytesTrie are introduced;
IntTrie class is removed (probably temporary?);
dumps/loads methods are renamed to tobytes/frombytes;
benchmark & tests improvements;
support for MARISA-trie config options is added.
0.2 (2012-08-19)
Pickling/unpickling support;
dumps/loads methods;
python 3.3 workaround;
improved tests;
benchmarks.
0.1 (2012-08-17)
Initial release.
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BLAKE2b-256 | ed578a6965d9c5124813b9b2b239c4dfd14b690d977b1010a187fc34719f7053 |
Hashes for marisa_trie-1.1.1-cp311-cp311-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c3140312ecb40456490d2afe24594bfc62a5a18de5344672ce6526e4c6e79e0e |
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MD5 | 07a24bd2b3351c55fee70e34fb22326e |
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BLAKE2b-256 | 3e6ded921d88d596094aa8dd5749ab83a95b09f8f8f0b057cb6cac0d376ea398 |
Hashes for marisa_trie-1.1.1-cp311-cp311-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 67fa17083d5fb6d883c91ae512f9aab093a8a73ed77eae07e963014774909e81 |
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MD5 | 2cd2d2056f10df09f52d2f4e75a50db7 |
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BLAKE2b-256 | 7fdb65fa3928c9dbbbfbcafe341777ee395871ed6c8105afa81422b75ad4be5d |
Hashes for marisa_trie-1.1.1-cp311-cp311-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1039316fc5899eee25df9302d81380e0be9a7fa0c10231322187b6d932b55a4a |
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MD5 | ae2ad3149f5cea89f045bf3f86e6441b |
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BLAKE2b-256 | e8e995c2cdd57e4e007cc04394398b2cdb70e1343d40a41b73a54b0e520b377e |
Hashes for marisa_trie-1.1.1-cp311-cp311-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5ecc678f562dd0cfe2406f0d5447e8200691509149c979334c2d0c26420d28ac |
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MD5 | 3c8c854ece6cf3dd679d65f3bda70e1a |
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BLAKE2b-256 | 8a7e3ceb75ee4fe4d21126c35e86eeb728814311fb68806cc09e36e9055f90f7 |
Hashes for marisa_trie-1.1.1-cp311-cp311-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bbfbbff3e94b3a0be44e010b093af1ce0e29c7ed081d2a020496e863333f5c11 |
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MD5 | 9cc6a06a9966801c6927d57369c1aef5 |
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BLAKE2b-256 | 6698bb88853e22cd6bcce68135bdb9dedc721560732d49e6208e3809f0971d7d |
Hashes for marisa_trie-1.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7cbcf88ddab9890a4942b52fff6c09d8b8aea59f4861b5d37e112a16a4218461 |
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MD5 | b331f1a4326654f295e2bbad542825c3 |
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BLAKE2b-256 | 491360394d99887c0f6f841614cb21c052d681436fed64dad003955a6f40e0c8 |
Hashes for marisa_trie-1.1.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 37d423cb3a9fe4270ee2ad083d1bb62d6c4cc333dcb1197b024ee1ae7c5d6535 |
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MD5 | e49efed9637eb8422482a00bcbf6ccb8 |
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BLAKE2b-256 | 66ac37b976bcc1cc8b6abceef3e8d6b547462c7fb35a95fc9a5837fd4106e659 |
Hashes for marisa_trie-1.1.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4268b12a279c90450b39e062068ff4c878a6b9750d6ab52ade8285b1594b5d10 |
|
MD5 | 554beecf3ef34cfc904bb09f63bcde99 |
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BLAKE2b-256 | 86c046356d2090030903c58cd512c7b6d78eff336eab73a5290671f64ce19ede |
Hashes for marisa_trie-1.1.1-cp311-cp311-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bd028e97d418f092e18d451a0a42bffaa849457662d66747a03332dfff6c39d9 |
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MD5 | 2212ca920f0877e445d37fc76980eaa4 |
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BLAKE2b-256 | 3fbd72ea1306a3c239866ec39496fcb384c9c410ef1dcfdbcb06ec853592869b |
Hashes for marisa_trie-1.1.1-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d45329585ad3e068b7878ba929032987c6a53f85a40bd859b9a1a16324236dd6 |
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MD5 | ee86884e33a9e41786c3197dda67dc79 |
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BLAKE2b-256 | cd0c87cfb7602b0f0df15bb31b44e24084f8d4c670772f68c41b700a7a17dc85 |
Hashes for marisa_trie-1.1.1-cp311-cp311-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bfc1a6b60bccee0f8b2edba893b9ad339e7607aee728f3bc4f75ba7d28185c7d |
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MD5 | 0ce60d255bbf5797cb959cf2f4581d6a |
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BLAKE2b-256 | f2fb333aa7b655cc9ca6022c93db5bffcfb75ab7f7ae50593c5dac7e2f1cded0 |
Hashes for marisa_trie-1.1.1-cp310-cp310-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9c5baad750994681ebb8a92bd577a9be31de6e6f9cd391156bf595b91f719db2 |
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MD5 | d0d02037a86d929c95e8080b38bee7fd |
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BLAKE2b-256 | f083d10cbc822b6c9fdb00504440b94c104c4a6d4c5262152fea85620fd26913 |
Hashes for marisa_trie-1.1.1-cp310-cp310-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fe5b7ed1768409933d4457b8bf8d2b2b1af77b7333a27bd418ea0510289d4763 |
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MD5 | b43dff14bf3fb3ea41b3f8991a87897a |
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BLAKE2b-256 | a3b4b472027e0d4e61238340f69454f67d53197f03a4b9635679957ac7db6dc3 |
Hashes for marisa_trie-1.1.1-cp310-cp310-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 93c7129f410f9f3215d01ae7737cfc9afa528264c53ba8ee9859a29f164069e0 |
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MD5 | 9582f9421acb5d57130959ac477dbef7 |
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BLAKE2b-256 | ecdf793a607c03adc24ede43631644311893c166d5fb485843c1c47e536f1e11 |
Hashes for marisa_trie-1.1.1-cp310-cp310-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 73eec66265424a548119648a6f38b119a525a767a86dc397e001bfe70f518b91 |
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MD5 | 45cef6645907be0709edbb8bd4c43da8 |
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BLAKE2b-256 | f86f48dbdd100ad320ba43ff536610fb0e53e084ccadd614206a4ed0c38a07a7 |
Hashes for marisa_trie-1.1.1-cp310-cp310-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d5c3a3d12f9c1a4312562b03ccbbd29d0aa28bda999c4f7fa7763f011c9d3a11 |
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MD5 | adafb08e2034cc9f67e0ce08854b8600 |
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BLAKE2b-256 | b4285583e16a9f2cafb1eb28138c567dd9c2eeb28ac4a5553f849e9ea53ac9f0 |
Hashes for marisa_trie-1.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2d5abc72a7267de6a4e3aa7463e780ddfaac442ef3a385f9e1c60e7f32c0cc34 |
|
MD5 | a44f5f4de87f0778dbf97b33f5a5ae05 |
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BLAKE2b-256 | 1ddad2e33c74fc0f3e789af347971cac3dd3553b2d29ead3f76d3424671a1030 |
Hashes for marisa_trie-1.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 11765ee9c2ad162bc7f8ab9cf383a21349673034bfac9bf00d6b06e44d70a4c9 |
|
MD5 | 64f511330fcb24fd35fa729614dde35e |
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BLAKE2b-256 | 1f83568a5f237ce642179c56d91d8dbcc45c92b5bcc8e2dca2042662e6178f11 |
Hashes for marisa_trie-1.1.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c70f85ab67754e2f28af6cb1f1db826b5ec735beca2fa021a79c14f9afbc6167 |
|
MD5 | b9b8c12143e9a2b62900ab0269a5c220 |
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BLAKE2b-256 | b0800760625fb72a3c953157dd7925908ddbe5709e807137f73429e81f490949 |
Hashes for marisa_trie-1.1.1-cp310-cp310-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d587001ef30960eba6d4c9b1f6b03037480c1e4b277b305b5a2957a5eebe4f09 |
|
MD5 | 757d1b0bb8c871779b60c92d23a83dd9 |
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BLAKE2b-256 | 77d92cea3ae077d7ed5092cb9fa441a69fd6f8d69628e0e1f8c2744e12a712a7 |
Hashes for marisa_trie-1.1.1-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 615d7de907919bda16e9cafc1fa74942354273c299bf07e3c0adb2420d6fad48 |
|
MD5 | f954eab28f3d64164253df8411852e5b |
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BLAKE2b-256 | dfe0db24cb378741a67d06fea1ae9c204e87f80b398deccf639ea6f97c7cc183 |
Hashes for marisa_trie-1.1.1-cp310-cp310-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 68e48a547b9a1fd64c648684cd375402ba521c2c4a724756a944ef4b88c3047c |
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MD5 | 6dd7213deb233166e730e57fa3f897ec |
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BLAKE2b-256 | 28141aaf62659fddaa150962bae315bbb60192f16b8cfeb45a15342fa6f433d2 |
Hashes for marisa_trie-1.1.1-cp39-cp39-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b44bd2bfc4bf080421a9ebac5f12434b36494effaa0ca8593a3df4e77cc6620e |
|
MD5 | b6c6c3febf3623d4f356b3d3cbbdb8fe |
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BLAKE2b-256 | 0c8f5d564bc5d847b45c9276152b15e1731797a8139782096c630dfa0710338c |
Hashes for marisa_trie-1.1.1-cp39-cp39-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b7a853063785e382d86eadea57363a0e2f04520d6ef948be88181df9e9ee5c0d |
|
MD5 | 8e8509264b9223251c5fe2918f9d20bc |
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BLAKE2b-256 | 1e2892b94727fe97c5ece2abf88ab6404a666e36815d1020f76f5e0cf31896a0 |
Hashes for marisa_trie-1.1.1-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 405ece63330b113040ed5b2371ff6e026d53c9c706ca9c58baf57f322e192895 |
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MD5 | df58442b952d66f36d71ecd79db3efc3 |
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BLAKE2b-256 | 28dd8f72797357b0602b7c71d4b562bf3f318859ae813ed5efb95e7cddbf8b63 |
Hashes for marisa_trie-1.1.1-cp39-cp39-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e5603cb20eeded143c5ff035978591b71bc0bc2c6cd9c2e6dfdaacdaab76907c |
|
MD5 | 645e28a502c87170ce0b54b73c5274b0 |
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BLAKE2b-256 | 981c61ef1ba226f124e8038b875dd632c1f59a6a412773a3e2ebc8f289eeafe5 |
Hashes for marisa_trie-1.1.1-cp39-cp39-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | aacb972faffbc208ed7f52ed50dd6710f38175d3673861405e0e82fa12d57269 |
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MD5 | f17bc1fdb34859e071adbdd6b6064ef6 |
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BLAKE2b-256 | 80302a25381021adabe4d692a6da2ca56646f16c3cb8859b1618778c0b63b036 |
Hashes for marisa_trie-1.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f451948bfbdc9627318e3210683f7b8d4533d3174d7706ee94b6008c39e80753 |
|
MD5 | 207e9876d6ce9daa0deb8f975e982ea2 |
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BLAKE2b-256 | 15ba5bc79efbebe023d1a1862d6901a7741bbb2b7b817896d3217b40d1cec73e |
Hashes for marisa_trie-1.1.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4261285399b27c36a7ff0eb13e4eebaab8dd814a9512b3cd1191552c0af799f8 |
|
MD5 | 5d9c2dd7fd0452f1103dde0c551b7424 |
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BLAKE2b-256 | 902905ea58311a547d2541d0e6c9768573cac6de6d5fe6c96de7fc6537904c14 |
Hashes for marisa_trie-1.1.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 53d4ef171c77d4f0fd6278a0f1dab58562faa12cac3c5c9cc4cac4ba7e378f17 |
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MD5 | efeb0852422bf988a9eb42bfa6db09dd |
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BLAKE2b-256 | b7fa2c447c9fde04c3b7570ed52bf51762a7563a141a7cedb1cb486f2eb7b161 |
Hashes for marisa_trie-1.1.1-cp39-cp39-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8780b5a43a0cc861cafd78b9b2a9849648bb86d3cabe5e95d80350986ad7e801 |
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MD5 | abd8ad993bf29ca869b83fb6a8ca0f73 |
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BLAKE2b-256 | 0dbd5f51ecd76c30c4b3c776c567285faadb6ffbac7f1bf51dcaee3855f63505 |
Hashes for marisa_trie-1.1.1-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4241322c9022ad0f01e6049994c4eb95f35d8f64d2d7ab55f653d9e8bf51ba0f |
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MD5 | dc8613d71f09cb29f687965ec1e7e5bf |
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BLAKE2b-256 | 9b5849c6f7dfbebfb4bf99c1e3edbaf273307f10589dbe22710b3fef50ce013f |
Hashes for marisa_trie-1.1.1-cp39-cp39-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 76d7fd725dd7d7621f4202306ddb3f7a90ff3d1c511de9ea2c7ffa540169a7ca |
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MD5 | 7d4d3205415cb0bed5f3df6442576652 |
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BLAKE2b-256 | 45978aef4f5236c3fa9d923e62e8d0b3a571e091c5706d7b88ce7313dbacc612 |
Hashes for marisa_trie-1.1.1-cp38-cp38-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a127e3eebfb638799cf35a8504174462cf45395825f1ae9d45a5c434490b1bcd |
|
MD5 | 5af29a1e946395b208f7f93c0d8c8138 |
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BLAKE2b-256 | 6b400a8ad83fa9e1837e1f8a4dec6da8288e3f2d1ffd645904219f26100f86a7 |
Hashes for marisa_trie-1.1.1-cp38-cp38-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c0a0ae5d8b6c39f53f3711b8bcdda0fe559f52c1789438b8399ea8a81b399dff |
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MD5 | d4df09b78a8e444b8796a408cdbccba1 |
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BLAKE2b-256 | a7e676c0ead58a9fc295cb99ef5d4e057463f6de8f043ec9de4cb659a5b317dc |
Hashes for marisa_trie-1.1.1-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | dad3167eb1c8259afb183c3dddee070bc39c68857490ed61c5c90186ec380ab0 |
|
MD5 | 8e8cd075d7d0b5f5c6d1ef5e1952a9bf |
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BLAKE2b-256 | 9f8c55d5eb79f13923c2316b3a9692b78fbb8a9f4f24c884bfcd9cf35f44ffad |
Hashes for marisa_trie-1.1.1-cp38-cp38-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9992a5f0c90dfc21664d218cf016acc6d9ebeb2f97c57bb4aa4d063dcb2253b8 |
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MD5 | 837a744c3bcca252af0e7fe81b7747c1 |
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BLAKE2b-256 | 90202deb872cae369682bf979b6a80b7ccec7b997afe641f28f1360987c18355 |
Hashes for marisa_trie-1.1.1-cp38-cp38-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 86184796d384183da5e0068e6fb96b060fb437efc60ba264b125350e8c7f498c |
|
MD5 | 2fc1813ad76b0b5584934056c358da8c |
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BLAKE2b-256 | c19acd347d3730579881aa31763fee66c4f1baf0be40f24604b3e8b86fee536f |
Hashes for marisa_trie-1.1.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 02578f4c709232caeb3bf404bfd6b1c49936db8899790dfe5cd21e1a72df18bb |
|
MD5 | 0bb71977b679a5179f771442784438f5 |
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BLAKE2b-256 | eb40cf39f0126084e6423ba6fb9c3486f6fe74d30b1dc8e9229b345ab991555e |
Hashes for marisa_trie-1.1.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 27567a8e8950ced08aa3c74da2ceeff1f433114064df15e9ed1ec981f30970af |
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MD5 | d8f07a204f5edc2c06d24cc0577ad577 |
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BLAKE2b-256 | 90e00bba973782a01615d58aee18d9d59e87fe438f8ea1240abe5899b66e3e1a |
Hashes for marisa_trie-1.1.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a3edbb4373f20a5d62e33d8aad9d7f7ad40c2ccf8e41d0e2534f28c9a73d5613 |
|
MD5 | dc0d44328ce588fd7170d7b2fa028978 |
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BLAKE2b-256 | 51e736645b858b4607bd324dd9bd44201f83c6945db593865f893de5a0f62f90 |
Hashes for marisa_trie-1.1.1-cp38-cp38-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b406bab536dde70b36a8e3e60d0b2f224b280281988d6b0a0c24e47bd71b2c18 |
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MD5 | 88bff1296e860efa02a9b01b40e83f97 |
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BLAKE2b-256 | 7494c0108ec12e251370844ed5bd9b775589a32e016a4a408996a0cbd34696bc |
Hashes for marisa_trie-1.1.1-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5f410c0c28ec0d411d75f56327de35df15656bdc308648312c983a15ee84023b |
|
MD5 | f1a46e6e0ff8cc9d62667e73a3c29a1a |
|
BLAKE2b-256 | db89748d6ff000e9d0d710fdf0be5d8276d5a015a4ae8bf51ce0a837b988d798 |
Hashes for marisa_trie-1.1.1-cp38-cp38-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 73d7ae84293ea6986c168b0cf0d29cd3abf16cfef7375c33d423816ca0eebe48 |
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MD5 | 305f00ed410a21250a7b905b7314552c |
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BLAKE2b-256 | 237a62c43895bb68c9ddefe2ec7bf834175f106d4986f2922c34e90c576bffe2 |
Hashes for marisa_trie-1.1.1-cp37-cp37m-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f9cc48c12556610d814e4b162123eee43a6048f032d3957554e664feb2f77504 |
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MD5 | 9d2fc0ef6050642e457b628b350dbbb2 |
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BLAKE2b-256 | 99e46b2750bb8fff69bce1cfbb6da779b09e59d0cc0d67eed884b0d56e6f1433 |
Hashes for marisa_trie-1.1.1-cp37-cp37m-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6c5519ff75e6001a62404b087774b517d669122b9b8b8ecf622f21e6d990700a |
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MD5 | cb2629db8acf2b2ca086bb8f83f243b2 |
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BLAKE2b-256 | 50b8764dc861deed68e79eea7980e2aea557f8a4ad1b14c5849ef51e4cfab53b |
Hashes for marisa_trie-1.1.1-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3fc5ba277a586a3fd97c56076d9bd84339ef8cef08f28527b2384d72f28df853 |
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MD5 | 695a3ca81ff7072e59f142dac8e249e7 |
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BLAKE2b-256 | 634038860aab8e345afc42a8d44fbca9f37b3c1df0222bbce667dfcd815209eb |
Hashes for marisa_trie-1.1.1-cp37-cp37m-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a707aa9d0ad8fb2fcc074129652903801e5295e53c94d46fb66f46fe38ad8b19 |
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MD5 | 82a5f6e6a27a7530cd4226840f75e6ed |
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BLAKE2b-256 | 9890edb7bd7fe38cfae3a010a713c2aeb2c4ee270030cd8adf4236f7b9796e92 |
Hashes for marisa_trie-1.1.1-cp37-cp37m-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 235a14f65fc453e6ffe1f4287d7eda832b6870f925adf9bf72a402b0417d2711 |
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MD5 | 1cd8f2e841c8e771cda319183d316003 |
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BLAKE2b-256 | cba006b383e14312ae515a01aaeb5f4c946caa765a71e346dec5914c28074723 |
Hashes for marisa_trie-1.1.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 883ec31db8ec790a3ce6f39988a983b2c2b49ab018ec0d5bad4a248c8171f90d |
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MD5 | cb4b82f265c550e5635f3e554e78ad10 |
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BLAKE2b-256 | 071f0ab48245ec9e64de9795f948b3a9ff77efbc3c1984cac19b8e3d2126910d |
Hashes for marisa_trie-1.1.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 298a496ac0a7d06710e1ecc4df1f22b7384ca1a46d5295eb7b4445bbd15adb92 |
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MD5 | 9fa870aa249ab5d62f3db5fdf0ecbe8c |
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BLAKE2b-256 | fe391b9581c300ffa4007c67b1f743199dbaf6a962e6e39514bff09cf9dab894 |
Hashes for marisa_trie-1.1.1-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f839cddd130d1073a151eb13d709b4449eb4eb2a29c0f38b8e1436fd57eb4a4b |
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MD5 | 890fb187ef7f6645c36c2834bd251411 |
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BLAKE2b-256 | 65d1016306e54d3a41cd6541e2ed0d92d93687ff23c26f51d954b018dbb594be |
Hashes for marisa_trie-1.1.1-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5be36ef0f5649e47f53302dc5317445c2764870d6a0ab5317a79381ff5ddf2bb |
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MD5 | cd93b76c716bff61c73ecd4ee4e2d22c |
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BLAKE2b-256 | 725f8f2b5253c56147a8192cae2de1a8663dde4849f35fd8a051376629a3b94b |