MARISA Trie
Static memory-efficient Trie-like structures for Python (3.9+) 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
See tutorial and API for details.
For immutable str -> str mappings, use marisa_trie.StringTrie (implemented as two internal tries plus a compact ID mapping table).
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);
Trie, BytesTrie and RecordTrie provide 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 or BSD 2-clause license.
CHANGES
1.4.1 (2026-04-08)
Publish Windows ARM64 wheels (#140).
1.4.0 (2026-03-10)
Initial free-threading support and testing (#128).
Added StringTrie: an immutable str -> str mapping backed by two MARISA tries and a fixed-width 4-byte key-ID to value-ID table (#138).
1.3.1 (2025-08-26)
Set the Cython language level to “3” (#126)
1.3.0 (2025-08-16)
Updated libmarisa-trie to the latest version (0.2.7) (#116).
Dropped Python 3.7, 3.8 support (#112, #120).
Added Python 3.13 support (#112).
Rebuild Cython wrapper with Cython 3.1.3 (#119, [4d564de](4d564de332191c3fe33aa2240cae2494c597bba2)).
Moved static project metadata to pyproject.toml (#120).
Updated metadata license to include the bundled one from marisa-trie as well (#120).
Add Cython as build dependency (#122).
1.2.1 (2024-10-12)
Publish Python 3.13 wheels (only CPython ones, PyPy ones are skipped until https://github.com/pypa/distutils/issues/283 is fixed).
Rebuild Cython wrapper with Cython 3.0.11.
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.
Metadata
Release files for marisa-trie 1.4.1
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twine/6.1.0 CPython/3.13.12
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Release files / marisa_trie-1.4.1-cp313-cp313t-win_arm64.whl
| Download URL | marisa_trie-1.4.1-cp313-cp313t-win_arm64.whl |
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twine/6.1.0 CPython/3.13.12
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Release files / marisa_trie-1.4.1-cp313-cp313t-win_amd64.whl
| Download URL | marisa_trie-1.4.1-cp313-cp313t-win_amd64.whl |
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| Size | 186.6 kB |
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twine/6.1.0 CPython/3.13.12
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Release files / marisa_trie-1.4.1-cp313-cp313t-win32.whl
| Download URL | marisa_trie-1.4.1-cp313-cp313t-win32.whl |
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Release files / marisa_trie-1.4.1-cp313-cp313t-musllinux_1_2_x86_64.whl
| Download URL | marisa_trie-1.4.1-cp313-cp313t-musllinux_1_2_x86_64.whl |
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| Size | 2.5 MB |
| Tags | CPython 3.13 CPython 3.13 free-threading Linux musl 1.2+ x86-64 |
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twine/6.1.0 CPython/3.13.12
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Release files / marisa_trie-1.4.1-cp313-cp313t-musllinux_1_2_aarch64.whl
| Download URL | marisa_trie-1.4.1-cp313-cp313t-musllinux_1_2_aarch64.whl |
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| Size | 2.4 MB |
| Tags | CPython 3.13 CPython 3.13 free-threading Linux musl 1.2+ ARM64 |
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Release files / marisa_trie-1.4.1-cp313-cp313t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
| Download URL | marisa_trie-1.4.1-cp313-cp313t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl |
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twine/6.1.0 CPython/3.13.12
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Release files / marisa_trie-1.4.1-cp313-cp313t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
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No |
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twine/6.1.0 CPython/3.13.12
|
Release files / marisa_trie-1.4.1-cp313-cp313t-macosx_11_0_arm64.whl
| Download URL | marisa_trie-1.4.1-cp313-cp313t-macosx_11_0_arm64.whl |
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| Size | 202.0 kB |
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No |
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twine/6.1.0 CPython/3.13.12
|
Release files / marisa_trie-1.4.1-cp313-cp313t-macosx_10_13_x86_64.whl
| Download URL | marisa_trie-1.4.1-cp313-cp313t-macosx_10_13_x86_64.whl |
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| Size | 213.4 kB |
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No |
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twine/6.1.0 CPython/3.13.12
|
Release files / marisa_trie-1.4.1-cp313-cp313-win_arm64.whl
| Download URL | marisa_trie-1.4.1-cp313-cp313-win_arm64.whl |
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| Size | 139.6 kB |
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No |
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twine/6.1.0 CPython/3.13.12
|
Release files / marisa_trie-1.4.1-cp313-cp313-win_amd64.whl
| Download URL | marisa_trie-1.4.1-cp313-cp313-win_amd64.whl |
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| Size | 168.9 kB |
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No |
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twine/6.1.0 CPython/3.13.12
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Release files / marisa_trie-1.4.1-cp313-cp313-win32.whl
| Download URL | marisa_trie-1.4.1-cp313-cp313-win32.whl |
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| Size | 138.7 kB |
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No |
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twine/6.1.0 CPython/3.13.12
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Release files / marisa_trie-1.4.1-cp313-cp313-musllinux_1_2_x86_64.whl
| Download URL | marisa_trie-1.4.1-cp313-cp313-musllinux_1_2_x86_64.whl |
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| Size | 2.5 MB |
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No |
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twine/6.1.0 CPython/3.13.12
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Release files / marisa_trie-1.4.1-cp313-cp313-musllinux_1_2_aarch64.whl
| Download URL | marisa_trie-1.4.1-cp313-cp313-musllinux_1_2_aarch64.whl |
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No |
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twine/6.1.0 CPython/3.13.12
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Release files / marisa_trie-1.4.1-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
| Download URL | marisa_trie-1.4.1-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl |
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| Size | 1.5 MB |
| Tags | CPython 3.13 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64 |
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twine/6.1.0 CPython/3.13.12
|
Release files / marisa_trie-1.4.1-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
| Download URL | marisa_trie-1.4.1-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl |
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| Size | 1.5 MB |
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twine/6.1.0 CPython/3.13.12
|
Release files / marisa_trie-1.4.1-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | marisa_trie-1.4.1-cp313-cp313-macosx_11_0_arm64.whl |
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| Size | 190.1 kB |
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No |
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twine/6.1.0 CPython/3.13.12
|
Release files / marisa_trie-1.4.1-cp313-cp313-macosx_10_13_x86_64.whl
| Download URL | marisa_trie-1.4.1-cp313-cp313-macosx_10_13_x86_64.whl |
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| Size | 206.6 kB |
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No |
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twine/6.1.0 CPython/3.13.12
|
Release files / marisa_trie-1.4.1-cp312-cp312-win_arm64.whl
| Download URL | marisa_trie-1.4.1-cp312-cp312-win_arm64.whl |
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| Size | 139.7 kB |
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No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / marisa_trie-1.4.1-cp312-cp312-win_amd64.whl
| Download URL | marisa_trie-1.4.1-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 168.5 kB |
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No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / marisa_trie-1.4.1-cp312-cp312-win32.whl
| Download URL | marisa_trie-1.4.1-cp312-cp312-win32.whl |
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| Size | 138.9 kB |
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No |
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twine/6.1.0 CPython/3.13.12
|
Release files / marisa_trie-1.4.1-cp312-cp312-musllinux_1_2_x86_64.whl
| Download URL | marisa_trie-1.4.1-cp312-cp312-musllinux_1_2_x86_64.whl |
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| Size | 2.5 MB |
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No |
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twine/6.1.0 CPython/3.13.12
|
Release files / marisa_trie-1.4.1-cp312-cp312-musllinux_1_2_aarch64.whl
| Download URL | marisa_trie-1.4.1-cp312-cp312-musllinux_1_2_aarch64.whl |
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| Size | 2.4 MB |
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twine/6.1.0 CPython/3.13.12
|
Release files / marisa_trie-1.4.1-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
| Download URL | marisa_trie-1.4.1-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl |
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| Size | 1.5 MB |
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No |
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twine/6.1.0 CPython/3.13.12
|
Release files / marisa_trie-1.4.1-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
| Download URL | marisa_trie-1.4.1-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl |
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| Size | 1.5 MB |
| Tags | CPython 3.12 Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64 |
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No |
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twine/6.1.0 CPython/3.13.12
|
Release files / marisa_trie-1.4.1-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | marisa_trie-1.4.1-cp312-cp312-macosx_11_0_arm64.whl |
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| Size | 191.0 kB |
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No |
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twine/6.1.0 CPython/3.13.12
|
Release files / marisa_trie-1.4.1-cp312-cp312-macosx_10_13_x86_64.whl
| Download URL | marisa_trie-1.4.1-cp312-cp312-macosx_10_13_x86_64.whl |
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| Size | 206.7 kB |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
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Release files / marisa_trie-1.4.1-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
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Release files / marisa_trie-1.4.1-cp311-cp311-macosx_11_0_arm64.whl
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Release files / marisa_trie-1.4.1-cp310-cp310-win_arm64.whl
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Release files / marisa_trie-1.4.1-cp310-cp310-win_amd64.whl
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Release files / marisa_trie-1.4.1-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
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Release files / marisa_trie-1.4.1-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
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Release files / marisa_trie-1.4.1-cp310-cp310-macosx_11_0_arm64.whl
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Release files / marisa_trie-1.4.1-cp310-cp310-macosx_10_9_x86_64.whl
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Release files / marisa_trie-1.4.1-cp39-cp39-win_arm64.whl
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Release files / marisa_trie-1.4.1-cp39-cp39-win_amd64.whl
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Release files / marisa_trie-1.4.1-cp39-cp39-win32.whl
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Release files / marisa_trie-1.4.1-cp39-cp39-musllinux_1_2_x86_64.whl
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Release files / marisa_trie-1.4.1-cp39-cp39-musllinux_1_2_aarch64.whl
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Release files / marisa_trie-1.4.1-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
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Release files / marisa_trie-1.4.1-cp39-cp39-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
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Release files / marisa_trie-1.4.1-cp39-cp39-macosx_11_0_arm64.whl
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Release files / marisa_trie-1.4.1-cp39-cp39-macosx_10_9_x86_64.whl
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Security for marisa-trie 1.4.1
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