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
1.2.0 (2024-06-05)
Added Python 3.13 support (#105).
Rebuild Cython wrapper with Cython 3.0.10 (#105).
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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MD5 | dd7419e46b1880376cd2f2d866debb3b |
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BLAKE2b-256 | 6df196d2dffe115b6ca92f59a5d9cc8f7bd68715f50e38f132b92cad8bf88b2d |
Hashes for marisa_trie-1.2.0-cp311-cp311-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d3ef375491e7dd71a0a7e7bf288c88750942bd1ee0c379dcd6ad43e31af67d00 |
|
MD5 | bddf4a4a04e57cbe719bc4a0ffa8eff1 |
|
BLAKE2b-256 | 6128b93cd14cd422be8fc091bd454dd48edbf0c2333111183db38c8e5a13e468 |
Hashes for marisa_trie-1.2.0-cp311-cp311-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b08968ccad00f54f31e38516e4452fae59dd15a3fcee56aea3101ba2304680b3 |
|
MD5 | 0ecc08b6f0bda113796f47a7d0d154e6 |
|
BLAKE2b-256 | 11ce19b0721caa8ec606062d56437ae3661364f18d850dc54472032bcda8dd85 |
Hashes for marisa_trie-1.2.0-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a3f0562863deaad58c5dc3a51f706da92582bc9084189148a45f7a12fe261a51 |
|
MD5 | e52c89e7fb368547211e1570e213dee6 |
|
BLAKE2b-256 | 481e380877607af8a9668265be602d31cfc8d5e1bf6569ebe97221542f5cb222 |
Hashes for marisa_trie-1.2.0-cp311-cp311-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 49701db6bb8f1ec0133abd95f0a4891cfd6f84f3bd019e343037e31a5a5b0210 |
|
MD5 | d95a21ef1a888d10ba899e616a397e9e |
|
BLAKE2b-256 | d7979752b5c109d2410749a00517fe7abd301d755ddf4489529db45721b7586f |
Hashes for marisa_trie-1.2.0-cp311-cp311-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5a83fe83e0eab9154a2dc7c556898c86584b7779ddf4214c606fce4ceff07c13 |
|
MD5 | 5d77ac10ceead0e57111e880b2849a49 |
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BLAKE2b-256 | f282274869c51f619be33109d23191f03cd5f92f611ee973bc7b23e6295f1245 |
Hashes for marisa_trie-1.2.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 525b8df41a1a7337ed7f982eb63b704d7d75f047e30970fcfbe9cf6fc22c5991 |
|
MD5 | 7903b23ce0198921200c2222c10c53ee |
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BLAKE2b-256 | 09a82a08ba5cc9040d478ea727abe95b00926c34f792065de95fb2db5fe922e8 |
Hashes for marisa_trie-1.2.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3425dc81d49a374be49e3a063cb6ccdf57973201b0a30127082acea50562a85e |
|
MD5 | 9d52441568b278e348421b362b09980e |
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BLAKE2b-256 | 959dd0cad0d771e830fdfd51a0435c47a99bb44bd27d01831ec6fd11e4f3ac28 |
Hashes for marisa_trie-1.2.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c643c66bbde6a115e4ec8713c087a9fe9cb7b7c684e6af4cf448c120fa427ea4 |
|
MD5 | fdda7d10923cbcad8b86d2bc3b7c6236 |
|
BLAKE2b-256 | ef0bf9404c2df8d35ade65478f9abb88d6ce7077c5deba6e69307085da81d0ce |
Hashes for marisa_trie-1.2.0-cp311-cp311-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 26177cd0dadb7b44f47c17c40e16ac157c4d22ac7ed83b5a47f44713239e10d1 |
|
MD5 | 4c76e35888f27ed31c7356aca76c74ae |
|
BLAKE2b-256 | 8fb2ad317634caae0f38a84170abc08ac57e13fd8db16507b457b8fabee0e153 |
Hashes for marisa_trie-1.2.0-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1890cc993149db4aa8242973526589e8133c3f92949b0ac74c2c9a6596707ae3 |
|
MD5 | c5ccfdd93940cabddabe83aaa7dbdd5d |
|
BLAKE2b-256 | 2ce1b3eb01992e3b326cb95989e41692be229b50bd7a7abc23a84e95cd2b9566 |
Hashes for marisa_trie-1.2.0-cp311-cp311-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d62985a0e6f2cfeb36cd6afa0460063bbe83ef4bfd9afe189a99103487547210 |
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MD5 | 4da0629e1ec6fe1e5ce56496aa2caea9 |
|
BLAKE2b-256 | 02633aa7a8794bd0ec8e682cc3d67ef53d863c6c6847b80d24bd36b89d9b55ab |
Hashes for marisa_trie-1.2.0-cp310-cp310-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c729e2b8f9699874b1372b5a01515b340eda1292f5e08a3fe4633b745f80ad7a |
|
MD5 | fe3ed6a68e23c818c8b4177fd339819e |
|
BLAKE2b-256 | 7af653981a750463d6b0c380d15839578a71b17cd4b1d6f26d11fa5515ea5b96 |
Hashes for marisa_trie-1.2.0-cp310-cp310-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bdd1d4d430e33abbe558971d1bd57da2d44ca129fa8a86924c51437dba5cb345 |
|
MD5 | 28c17a5de55918d2fa944dae841d259e |
|
BLAKE2b-256 | 107cdb6f389cbde0294fa84c4e4bdafd8485d3f7a66c978f311f138a566beb64 |
Hashes for marisa_trie-1.2.0-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4e4535fc5458de2b59789e574cdd55923d63de5612dc159d33941af79cd62786 |
|
MD5 | fc05b1b172679340211515081dbe5f36 |
|
BLAKE2b-256 | 145624c6552d6b79560f0d28c12d2781b174d975750e6c847239b5a82eb1eaf7 |
Hashes for marisa_trie-1.2.0-cp310-cp310-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 88660e6ee0f821872aaf63ba4b9a7513428b9cab20c69cc013c368bd72c3a4fe |
|
MD5 | a1dedd6075f66dec2587febc9faca21e |
|
BLAKE2b-256 | b21c293010ccfad51f6e1176c24a0b547c73880fcac689e721f0d0b074daca50 |
Hashes for marisa_trie-1.2.0-cp310-cp310-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5321211647609869907e81b0230ad2dfdfa7e19fe1ee469b46304a622391e6a1 |
|
MD5 | 8defc88dd5a8a9a608601bc1c5a3a29a |
|
BLAKE2b-256 | ab8aacb24216a365802fd901ad294ed9cf848b943323d58e4564cbfa0799c745 |
Hashes for marisa_trie-1.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5e04e9c86fe8908b61c2aebb8444217cacaed15b93d2dccaac3849e36a6dc660 |
|
MD5 | c69a70f2e38a78942d65ff9377c0e220 |
|
BLAKE2b-256 | ab28b10fb434253724d6e2476a9232ce138fbb92bd9feb402217c71ce390ba10 |
Hashes for marisa_trie-1.2.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c4fbb1ec1d9e891060a0aee9f9c243acec63de1e197097a14850ba38ec8a4013 |
|
MD5 | 37dbc348b1497070690d250ee73634b5 |
|
BLAKE2b-256 | f9f35f777b96e1270faa50e9fb70815f609e79fc9770c7f44a77574de8c8c37b |
Hashes for marisa_trie-1.2.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5a7c75a508f44e40f7af8448d466045a97534adcbb026e63989407cefb9ebfa6 |
|
MD5 | d6b84a59c0543793cf46a0e4f1e0499a |
|
BLAKE2b-256 | 81157f36ebc52fd2220e0f496b1f4ac129350cf04b5be0b98de9a1d259b0f00d |
Hashes for marisa_trie-1.2.0-cp310-cp310-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 77bfde3287314e91e28d3a882c7b87519ef0ee104c921df72c7819987d5e4863 |
|
MD5 | ae02253bd3710df2547077d9082dc76b |
|
BLAKE2b-256 | 6bf81933a0d1c18a3c3d747653fb0f41764322f4b4dc039bbaf3dd4ec62e9831 |
Hashes for marisa_trie-1.2.0-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5f5b3080316de735bd2b07265de5eea3ae176fa2fc60f9871aeaa9cdcddfc8f7 |
|
MD5 | d32b68a132035dff7e14c35aece9b2d8 |
|
BLAKE2b-256 | 8cbfb088cf63f633f27b7db3e9b8ca4c762f7e1ae51a80e65e9eff24ed908bbe |
Hashes for marisa_trie-1.2.0-cp310-cp310-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 61fab91fef677f0af0e818e61595f2334f7e0b3e122b24ec65889aae69ba468d |
|
MD5 | 48c5bcbb6ec164268c80a863fc0e3bbd |
|
BLAKE2b-256 | 1d798fbfbcdcbdacc0de2c4c9bd43d0183e4d18ad84669d9573fb8cf3ee69eb1 |
Hashes for marisa_trie-1.2.0-cp39-cp39-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 84c44cb13803723f0f76aa2ba1a657f762a0bb9d8a9b80dfff249bb1c3218dd6 |
|
MD5 | 7ba0b2029407c02cc3b2d38a043651cf |
|
BLAKE2b-256 | 0c15ea93fa50bb1a5191ebc2e87b4daaffe70a35efd9fbb9bea4fa56f193295a |
Hashes for marisa_trie-1.2.0-cp39-cp39-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fe1394e1f262e5b45d22d30bd1ef75174d1f2772e86716b5f93f9c29dfc1a779 |
|
MD5 | 58080e7cd744f290873793d9bc950a67 |
|
BLAKE2b-256 | 97a8eced613a245dbede3a7203314076c1797f1df676591f038e135aa1b506eb |
Hashes for marisa_trie-1.2.0-cp39-cp39-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3540bb85b38dfc17060263e061c95a0a435681b04543d1ae7e8d7441a9790593 |
|
MD5 | bac8099e5d8700eadaf9d56804a0b2dc |
|
BLAKE2b-256 | 475e5d9fd9f8dc44992062b509a11a98ab1ec760c58d43f33871b41148a33dad |
Hashes for marisa_trie-1.2.0-cp39-cp39-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fdf7a2d066907816726f3bf241b8cb05b698d6ffaa3c5ea2658d4ba69e87ec57 |
|
MD5 | e3ac9e934643c2ab1f25bf06aa7a39d3 |
|
BLAKE2b-256 | ebd2e7263a523e9527a27f403d8da3fb7c07eb22ef3b1f3a706633986dbac29c |
Hashes for marisa_trie-1.2.0-cp39-cp39-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 902ea948677421093651ca98df62d255383f865f7c353f956ef666e92500e79f |
|
MD5 | 25c977182b38a6eff4766b69f5866fa5 |
|
BLAKE2b-256 | 1c6c79363e026ce243ebc1be6430fcfc2e43103ada32f3aef3d87469a613eeb5 |
Hashes for marisa_trie-1.2.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9fb95f3ab95ba933f6a2fa2629185e9deb9da45ff2aa4ba8cc8f722528c038ef |
|
MD5 | 26cb288b44bac48263c2a3ae8559fdc1 |
|
BLAKE2b-256 | fbece8d7d257c430fc7af961ca364677fd4e215298396d5722061be7918ff2b3 |
Hashes for marisa_trie-1.2.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | eaf052c0a1f4531ee12fd4c637212e77ad2af8c3b38a0d3096622abd01a22212 |
|
MD5 | 18a8d84dbc73eeea599bcfa21e894a86 |
|
BLAKE2b-256 | f32f518c6732d81463eadb6adb9eda8366835f2b345f1f975a52131738d7fe0a |
Hashes for marisa_trie-1.2.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7459b1e1937e33daed65a6d55f8b95f9a8601f4f8749d01641cf548ecac03840 |
|
MD5 | fba3af7b68ccd47ae5602498e347c376 |
|
BLAKE2b-256 | 1b4c4a85de71271d2ebd63a0677d33c91f6f358d933cd471c585d19dc8b692a8 |
Hashes for marisa_trie-1.2.0-cp39-cp39-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a7196691681ecb8a12629fb6277c33bafdb27cf2b6c18c28bc48fa42a15eab8f |
|
MD5 | b18725077a93cb8c55f73c0aa680270b |
|
BLAKE2b-256 | 9756c15d196f40d76f141a4c25b63513f52bbcccbfb768334eb6b3e4d7211982 |
Hashes for marisa_trie-1.2.0-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 006419c59866979188906babc42ae0918081c18cabc2bdabca027f68c081c127 |
|
MD5 | 2d2cc5bd2337f2c843b29af793af2fb5 |
|
BLAKE2b-256 | 35d497897d0cb8a5b6e0a1f393f52d5cfe09887ffd86fe6f46a1b144d9b784e2 |
Hashes for marisa_trie-1.2.0-cp39-cp39-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6ff705cb3b907bdeacb8c4b3bf0541691f52b101014d189a707ca41ebfacad59 |
|
MD5 | 37474d2a5cae8231e417c93eaf683bf4 |
|
BLAKE2b-256 | 5eed4a17003117ea49bbe5df7a4cf2ecb57217788effd1dc779ce224b84fef8d |
Hashes for marisa_trie-1.2.0-cp38-cp38-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 02f773e85cc566a24c0e0e28c744052db7691c4f13d02e4257bc657a49b9ab14 |
|
MD5 | eb5ce63294444a8fb08557bd491b37de |
|
BLAKE2b-256 | e9c973b44a4bdfccdb520fbbd980d5f63fc87958e9b052c79d8592e94717048f |
Hashes for marisa_trie-1.2.0-cp38-cp38-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6aeef7b364fb3b34dbba1cc57b79f1668fad0c3f039738d65a5b0d5ddce15f47 |
|
MD5 | 36a5bb67f40c78853e0bf90fbaea67ed |
|
BLAKE2b-256 | 99e1976b74eb9dbbb8852956fe9df6d33f5a75a96545184722374aa7e6f5f562 |
Hashes for marisa_trie-1.2.0-cp38-cp38-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 437bf6c0d7ba4cf17656a0e3bdd0b3c2c92c01fedfa670904177eef3116a4f45 |
|
MD5 | 23651e9123ba7b5d799840face0e36c9 |
|
BLAKE2b-256 | d6b431b885450876137a15f4614baa9178cf3602624a1ef074ea7a91c6ead6f1 |
Hashes for marisa_trie-1.2.0-cp38-cp38-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7c6e6506bd24a5799b9b4b9cf1e8d6fa281f136396ba018a95d95d4d74715227 |
|
MD5 | 06b3b88288565c987e940e07b1cdaae8 |
|
BLAKE2b-256 | 3c61e12a28dcb13f673448659e658124968e0930597234dc7df4923b4747ba5f |
Hashes for marisa_trie-1.2.0-cp38-cp38-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 40e2a374026492ac84232897f1f1d8f92a4a1f8bcf3f0ded1f2b8b708d1acfff |
|
MD5 | 009a4048a5c2e157944cd929badbe7f4 |
|
BLAKE2b-256 | 99b75fccd98cd11b28626facefd9fdaabd3205c6b765da10c88d83d2bd19f71b |
Hashes for marisa_trie-1.2.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e7202ba0ca1db5245feaebbeb3d0c776b2da1fffb0abc3500dd505f679686aa1 |
|
MD5 | 13d8b5c8aa08b9498ea7fb1d3c81d5e7 |
|
BLAKE2b-256 | 0f1b8cc9837318a280b40eba31e29247bc0eded20895f9134d88b8e42d8a2dff |
Hashes for marisa_trie-1.2.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8af7a21ac2ba6dc23e4257fc3a40b3070e776275d3d0b5b2ef44473ad92caf3a |
|
MD5 | cb67b5848dbb5a97b8137bc74739731d |
|
BLAKE2b-256 | db861c04285642ebf275785309a6ce1403d20730efe1a93e4d79aa8b28f08add |
Hashes for marisa_trie-1.2.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 83d90be28c083323909d23ff8e9b4a2764b9e75520d1bae1a277e9fa7ca20d15 |
|
MD5 | c085531dedbf66e762754fcefd443870 |
|
BLAKE2b-256 | 0836d930ce39e6dd09b9a483edb3570cbafd97e3f21e97f9bf5efd235087e08d |
Hashes for marisa_trie-1.2.0-cp38-cp38-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 873efd212dfef2b736ff2ff43e10b348c428d5dbac7b8cb8aa777004bc8c7b0e |
|
MD5 | 5e2e94e921748b9f0ce9052d81b95694 |
|
BLAKE2b-256 | 5d3504e183df411b7b212c594f68fec4acfdc60f7ecf16e4f13c4ee354cd9b0e |
Hashes for marisa_trie-1.2.0-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9dccef41d4af11a03558c1d101de58bd723b3039a5bc4e064250008c118037ec |
|
MD5 | 8e43e0396be0f705c4ca4a13db94a2b8 |
|
BLAKE2b-256 | 8a387c951862899ee6d95c73ffc504ab78a6d7b52730f7df0be1a7fe479c627a |
Hashes for marisa_trie-1.2.0-cp38-cp38-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fa1fa7f67d317a921315a65e266b9e156ce5a956076ec2b6dbf72d67c7df8216 |
|
MD5 | c97048ac1a38416d6e2b2c3d1b8aa15a |
|
BLAKE2b-256 | 5a1335855ae6ea25a8c38bee4c16f8c5377dd2dd7b38ab12261d525385c3359d |
Hashes for marisa_trie-1.2.0-cp37-cp37m-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 27d270a64eb655754dfb4e352c60a084b16ab999b3a97a0cdc7dbecbca3c0e35 |
|
MD5 | 796e5e599f303591f7d8a09b8851e70a |
|
BLAKE2b-256 | 5a92ad189ad1a06c157afac84b3ae6a3df2e46e1fa4b437dfa26ddaff1cc5800 |
Hashes for marisa_trie-1.2.0-cp37-cp37m-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bc138625b383998f5cd0cbf6cd38d66d414f3786ae6d7b4e4a6fc970140ef4e9 |
|
MD5 | 528a6e672fd599d7cf7773839ee6e799 |
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BLAKE2b-256 | 5f7c3ca48b483053c3a9934e50ac43a358e22595c9a3614e016d9982f089745e |
Hashes for marisa_trie-1.2.0-cp37-cp37m-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 36d65bcbf22a70cdd0202bd8608c2feecc58bdb9e5dd9a2f5a723b651fcab287 |
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MD5 | dd209bbe338df80eff2d6994f0dc57da |
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BLAKE2b-256 | d9240b9dced1e3f978eba847cc21ae329d6b7155904f7cf90876f750bf397ccf |
Hashes for marisa_trie-1.2.0-cp37-cp37m-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 015594427360c6ad0fa94d51ee3d50fb83b0f7278996497fd2d69f877c3de9bd |
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MD5 | 4d22d4a62533dacfbce65d5f647ff1d3 |
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BLAKE2b-256 | 55a98fcd46403dcf781ec14c484681305e66bd9e8c2b81155210103c45093ea4 |
Hashes for marisa_trie-1.2.0-cp37-cp37m-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | eba1061bbeaeec4149282beab2ae163631606f119f549a10246b014e13f9047b |
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MD5 | 3857ce49d48024eee2eec2d7665c6b5f |
|
BLAKE2b-256 | 613b25fb8cdcbddac818354b5f4e272075355370454eb116069422e3b6cf05a5 |
Hashes for marisa_trie-1.2.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9bcc6613bc873136dc62609b66aaa27363e2bd46c03fdab62d638f7cf69d5f82 |
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MD5 | 62bf5436b01be141fca70ae04f71e5ea |
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BLAKE2b-256 | 101dc16ca44ea10a912b1b85b0f274bae7ae8f81fd971618738efad2b657776e |
Hashes for marisa_trie-1.2.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2db8e74493c3bffb480c54afaa88890a39bf90063ff5b322acf64bf076e4b36e |
|
MD5 | 4e987102fab94d32fb074d53f818333e |
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BLAKE2b-256 | 3ac8ac5d91ba7adfffbcdd61fd3e16e2204d272aee24f0c2ddfd47300058c618 |
Hashes for marisa_trie-1.2.0-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f5cb731581effb3e05258f3ddc2a155475de74bb00f61eb280f991e13b48f783 |
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MD5 | 2edb1bd2f23d01463bb4820263151926 |
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BLAKE2b-256 | b914c1fe50fb45997617552abff8ced572d65910e77b721870b9eab37a6f21dc |
Hashes for marisa_trie-1.2.0-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c11af35d9304de420b359741e12b885d04f11403697efcbbe8cb50f834261ebc |
|
MD5 | a250894afc288f2fda56331aa6ba8325 |
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BLAKE2b-256 | a8d1f853b2908849643a53d35154a844c473af6f34ac16cd533633a200f4513f |