No project description provided
Project description
jagger-python
Python binding for Jagger(C++ implementation of Pattern-based Japanese Morphological Analyzer) : https://www.tkl.iis.u-tokyo.ac.jp/~ynaga/jagger/index.en.html
Install
$ python -m pip install jagger
This does not install model files.
You can download precompiled KWDLC model from https://github.com/lighttransport/jagger-python/releases/download/v0.1.0/model_kwdlc.tar.gz (Note that KWDLC has unclear license/TermOfUse. Use it at your own risk)
Example
import jagger
model_path = "model/kwdlc/patterns"
tokenizer = jagger.Jagger()
tokenizer.load_model(model_path)
text = "吾輩は猫である。名前はまだない。"
toks = tokenizer.tokenize(text)
for tok in toks:
print(tok.surface(), tok.feature())
print("EOL")
"""
吾輩 名詞,普通名詞,*,*,吾輩,わがはい,代表表記:我が輩/わがはい カテゴリ:人
は 助詞,副助詞,*,*,は,は,*
猫 名詞,普通名詞,*,*,猫,ねこ,*
である 判定詞,*,判定詞,デアル列基本形,だ,である,*
。 特殊,句点,*,*,。,。,*
名前 名詞,普通名詞,*,*,名前,なまえ,*
は 助詞,副助詞,*,*,は,は,*
まだ 副詞,*,*,*,まだ,まだ,*
ない 形容詞,*,イ形容詞アウオ段,基本形,ない,ない,*
。 特殊,句点,*,*,。,。,*
"""
# print tags
for tok in toks:
# print tag(split feature() by comma)
print(tok.surface())
for i in range(tok.n_tags()):
print(" tag[{}] = {}".format(i, tok.tag(i)))
print("EOL")
Batch processing(experimental)
tokenize_batch
tokenizes multiple lines(delimited by newline('\n', '\r', or '\r\n')) at once.
Splitting lines is done in C++ side.
import jagger
model_path = "model/kwdlc/patterns"
tokenizer = jagger.Jagger()
tokenizer.load_model(model_path)
text = """
吾輩は猫である。
名前はまだない。
明日の天気は晴れです。
"""
# optional: set C++ threads(CPU cores) to use
# default: Use all CPU cores.
# tokenizer.set_threads(4)
toks_list = tokenizer.tokenize_batch(text)
for toks in toks_list:
for tok in toks:
print(tok.surface(), tok.feature())
Train a model.
Pyhthon interface for training a model is not provided yet.
For a while, you can build C++ trainer cli using CMake(Windows supported).
See train/
for details.
Limitation
Single line string must be less than 262,144 bytes(~= 87,000 UTF-8 Japanese chars).
Jagger version
Jagger version used in this Python binding is
2023-02-18
For developer
Edit dev_mode=True
in to enable asan + debug build
Run python script with
$ LD_PRELOAD=$(gcc -print-file-name=libasan.so) python FILE.py
or
$ LD_PRELOAD=$(clang -print-file-name=libclang_rt.asan-x86_64.so) python FILE.py
Releasing
- bump version in
setup.py
- tag it:
git tag vX.Y.
- push tag:
git push --tags
TODO
- Provide a model file trained from Wikipedia, UniDic, etc(clearer & permissive licencing&TermOfUse).
- Use GiNZA for morphological analysis.
- Split feature vector(CSV) considering quote char when extracting tags.
- e.g. 'a,b,"c,d",e' => ["a", "b", "c,d", "e"]
License
Python binding is available under 2-clause BSD licence.
Jagger and ccedar_core.h
is licensed under GPLv2/LGPLv2.1/BSD triple licenses.
Third party licences
- stack_container.h: BSD like license.
- nanocsv.h MIT license.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distributions
Hashes for jagger-0.1.17-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c33b5635ab2604376dafa48d983a525915dd7fe8dd6202d6b41481154bd2fd80 |
|
MD5 | 38b82165b16076532b2e87161783c178 |
|
BLAKE2b-256 | c4a79c2dbf57a0b1ff2d7822ac072b153beb80468ed667a67a7fb6cf7d5de584 |
Hashes for jagger-0.1.17-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d627cb6cfbffbf5ab0ab40602a562ef7c3b6ae29f6d73c8d41a3cf06afb4703d |
|
MD5 | ba76b2afcd323b1baaf7879cb07189bf |
|
BLAKE2b-256 | c4a04f763ff7213da7c3d43f8617a62fc792e894ffdccfffa80fea508eef1257 |
Hashes for jagger-0.1.17-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | be86775794e9ab58da2be205f5682cf58be7aea166f351d1478e6eee64316d4e |
|
MD5 | 660e028284e655a27d4a6fcb53f82ab1 |
|
BLAKE2b-256 | 5e01f73d1d80ba4bb6abb1181d54e7d7ee2cfef6a88257980c8003d4442b2eae |
Hashes for jagger-0.1.17-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6e4205aa734a943fd52c1825db82372502e2f75baae1b535c7b7eb9dfdd55bf2 |
|
MD5 | 172bcc39ea6bbbfa24b5a9bee76aafa2 |
|
BLAKE2b-256 | 22826e6ccb9bf97863a99c5a8e0b6dd237e5f92c8467267eb35e66e94a8cc507 |
Hashes for jagger-0.1.17-cp312-cp312-win_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 154ff5564263bfd0a7e8b28d92aed213f37543fe19a959db7844015dd676dc94 |
|
MD5 | c0b6d298be63684ae1167050f2ac6fbb |
|
BLAKE2b-256 | 86d83132c8ca12330f5735efdbc3ba3f6981fea8448050b5d834fb32e834e236 |
Hashes for jagger-0.1.17-cp312-cp312-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f7509603b3c3529a058af73902d60f3c5426b1de9e39f9aca452e21ca9d4b69b |
|
MD5 | 2ab592847a8eaa0325d0c38f188bdf87 |
|
BLAKE2b-256 | ba34bd064fdb86bff1c735ee13e7509e132e801bdbd8e7c8e561c86bc906deea |
Hashes for jagger-0.1.17-cp312-cp312-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 194c6693d08fe25d9683585b5c16ed0a34d9cabe25613823699e7fdd5850ac79 |
|
MD5 | af477817cb4968bd46c98c3e4f170300 |
|
BLAKE2b-256 | af850fecd5e6e3898b8ff878362368982ba864ff47002b9ed31d914c18bf3ba1 |
Hashes for jagger-0.1.17-cp312-cp312-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2d3745ba0f3128d4d2c8051ca291fca653abeb72c7eeb4d614803f9df37e7705 |
|
MD5 | 3013f24265be4f88a1d17676f72dad06 |
|
BLAKE2b-256 | 16414e2ea08a630ba98c2705fbd7a0d47dcd5af8f16fe36d4a2f770ee5274314 |
Hashes for jagger-0.1.17-cp312-cp312-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3718bf80108d9c7ace1e38368cba96177f95976d8e5102e436dcf0ccd0dbc6ee |
|
MD5 | cd4b8bafd7aa7cc6df8f7810fb35c9c5 |
|
BLAKE2b-256 | cbf115b548bfc72b45b129e44a060fe66b6eeda3c8ceeaf26464e2c001cf5ac2 |
Hashes for jagger-0.1.17-cp312-cp312-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cccab43367507794e4af504beb42a53824303da18aa4e4aaa9c6669ec5b5bb33 |
|
MD5 | 61e01d80b5a8c476082382ea2256bc60 |
|
BLAKE2b-256 | 9f5b20d2ad235cf94e07fa032892d71ffac83cd435174f7d0994aae4de4fc015 |
Hashes for jagger-0.1.17-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8c464b8270733401b7b748fe1d90d6a57a4e30f939509917a9abac041b28a1b7 |
|
MD5 | 326ea77c2fb234232fa0910830179238 |
|
BLAKE2b-256 | 351267e9555310e71dba5732e988b38f06bf6a18f93d328dc4686585ea3d2a96 |
Hashes for jagger-0.1.17-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 28b63c13db310b7c2bb71cddd39609b42c766312cc733e0e2cf45840d3bc19c3 |
|
MD5 | 6f0137679f42b722fccc5b1233079444 |
|
BLAKE2b-256 | bbe85104ef88e86c25487682ffd184a96ff47a41bf3a9bc2a72025f99b296338 |
Hashes for jagger-0.1.17-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bcc8d1589452752fd3b06f5ea5b10adba6c4371a894d7be89ade66efd580d75a |
|
MD5 | 6c657d9e4c7bc1e1e4f4665b30665cb5 |
|
BLAKE2b-256 | 2d31760a5d9c1c266f63be2298ccb98f4a10e7f63304e11b1805b48435eb504e |
Hashes for jagger-0.1.17-cp312-cp312-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 07aa1b4ffa11ebe3add867eff0d63d177d564696b26e73212e77bdb7ca5e4b80 |
|
MD5 | 4e9df46f2738d442eb8c5225328080ef |
|
BLAKE2b-256 | fa52bf93995375d14e5e2a8dc10a454d739c4dea96f852fbbf9c1188237e98bc |
Hashes for jagger-0.1.17-cp312-cp312-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fbce841e55282f0d4d5500d6a3d05c6410d3fe16a81b19541063beccc0a0c9e0 |
|
MD5 | aa3cb5f1a988d4d5b3fcf72ac274c77d |
|
BLAKE2b-256 | 1e33ac6f663ccd23e30895ac8f7b8f705686f04b08ca26ec6bdb299f8b94a1f1 |
Hashes for jagger-0.1.17-cp312-cp312-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3842f4e0a91c5b2b8dad7c6c05aee9ff83a23cf621b3e2d31c82142280a812d7 |
|
MD5 | 7b5edfe44896eace84c0a4a381cd647d |
|
BLAKE2b-256 | f44757e44becfbf303207b632f4e6ff3550986df31832c0d5259fcf757e3c6be |
Hashes for jagger-0.1.17-cp311-cp311-win_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 94662e7f55eb46ccef6355383276f188a4c1fcf8df2e55f490c2844ab9f610fb |
|
MD5 | 5c2d5cabe081e3ae096b83cf1ec2bc5f |
|
BLAKE2b-256 | ff9fd7a0f6b6351bb5429ec43d5e44e5e35e14e2626ed90aaeabff0903680132 |
Hashes for jagger-0.1.17-cp311-cp311-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6ffa3ea2f1fed632e5be1953744e86df17e4127d0f4410f76f3e734cfd1f0a2c |
|
MD5 | 85c23ca5c0807004ce4797e59c8c8fe1 |
|
BLAKE2b-256 | 449eed40a3a3a2fdda691695f41dceb9321873f7eae30b6142d78e00d2ee7b9f |
Hashes for jagger-0.1.17-cp311-cp311-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1a4623e347526f2793e862994a7f2295c567a899128528d8a86927780014289f |
|
MD5 | f9b2585848d43647bb0c5e74d223f0af |
|
BLAKE2b-256 | c5faf1846a28b59a462ce5cd65ddc884cc29fbd26740282ecf37158fb60b3b5a |
Hashes for jagger-0.1.17-cp311-cp311-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6eb38cc4426dcce63f074139940d493c8d659fe9cd18c0e865567e7fcaef29cb |
|
MD5 | 7f7517ea4f1ac6c9d74ca94de4806529 |
|
BLAKE2b-256 | d8ecebee8084dab88b8d038f7d08cfbf2bee7f43b669c628329a6741a37334ba |
Hashes for jagger-0.1.17-cp311-cp311-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 52eea3bed1f7d5ff92c6c1935791d355e75877a10c88607e779dc675901b5a62 |
|
MD5 | 5f48bcab25d22b0d7552eb1ca2ff77f5 |
|
BLAKE2b-256 | 758582ed4cf498a23469d9d76dd72282b9b137898afc76634937d60b0ba05bc6 |
Hashes for jagger-0.1.17-cp311-cp311-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 64162d40534c2ebe3d3913b72458fc04706284e1cddfaf2306bd3cd197ad1ea7 |
|
MD5 | 8c9187fa29a3d3e0ccad5b4fd58f50ee |
|
BLAKE2b-256 | d8ae405aaa4859fa283fed6537246f61eee47357461dd5ef075c83b9a7c972dd |
Hashes for jagger-0.1.17-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5de9f14b5343f3e88ed2cfcee77b16e17b993844b2081cc43be8118f90dbbff7 |
|
MD5 | 9109cf50d5d44547263e0c8f5adb228b |
|
BLAKE2b-256 | 78d16c63f799d20ca5704f773c58044dce3c570c9f1c644f1fb393c81565780f |
Hashes for jagger-0.1.17-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 647afc2669e205842f3a4249488ddd11109f57cf8a9765e87a186442b329f866 |
|
MD5 | c1b192a820efeb2685f4bf3fba5f00fa |
|
BLAKE2b-256 | c03199fb70dd7b35647696d0f6b1c58ce572a113227435173fa04bf5c0434501 |
Hashes for jagger-0.1.17-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fcc80e5c03e9a70b3948d1faad64d5859e45a246e6f003304025b6028f2b7f8e |
|
MD5 | 90bd99be52ab69451a77960a931f3592 |
|
BLAKE2b-256 | f5f1e3e08fdafb05a4b5b189ea38a9dff5a817139b3057c14b2244e5fc970d54 |
Hashes for jagger-0.1.17-cp311-cp311-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 70bd3ad6bfc5dcc4e51f9c52b487d85be342124de9f6234398687d87484817a1 |
|
MD5 | 1a68752c36901a5e227d7b648bc413b5 |
|
BLAKE2b-256 | e243ed04726386bb2e8851b882e41f76d8cc202429fe159512c545e226e40ce3 |
Hashes for jagger-0.1.17-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 84b5268cda8ee782d979542f728d862e0b4ae1522958af1657afe063ad0fd815 |
|
MD5 | 74768aa232642fb0b5877d33bf154543 |
|
BLAKE2b-256 | 4c49a1128f3b55aaecdc5df01fafbb24bcb27f8c6bf953a0038e60f0e65d5edc |
Hashes for jagger-0.1.17-cp311-cp311-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 75b7101e2d937c51cf606f44a52ede469045abb4002a2e5a51b50a72de86bf5b |
|
MD5 | b25383b4910d7bfd6ebff5fcf04cceca |
|
BLAKE2b-256 | 1b13656b71235ef3e72cebfa6e82674dfca2525c036a535055e723afa7823a34 |
Hashes for jagger-0.1.17-cp310-cp310-win_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2452b863705e6cae2721357539619bb37c701cde975089046187836a56e4535b |
|
MD5 | 5cfc6844a0f9fa52f6000ed391e57fc2 |
|
BLAKE2b-256 | 43799c791740c5c5a578ebcf151c867557548fafb0798155060e9ea1ca44395c |
Hashes for jagger-0.1.17-cp310-cp310-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9868d37118018481c4d6f47240dc03d772cbb7191198e15b38727f197d85da01 |
|
MD5 | 83376546d171eca8be0d31b76a4e250c |
|
BLAKE2b-256 | ac0a790a4fbee8e928145d935bde921a79e5556070deb41b72d0aaa137610c56 |
Hashes for jagger-0.1.17-cp310-cp310-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 15e717f514f8794cb39d575495353cc0dbec9b412202f15a568433ee253d267b |
|
MD5 | befa589b264030e7d666ca5ac5eba20b |
|
BLAKE2b-256 | fced6b6bb4847bebabc674d5a29a8c65763ce42e27729e19259c15c553fff49f |
Hashes for jagger-0.1.17-cp310-cp310-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7c1e11aa6cbf3ead104a45e60e5c96a96975d23e1ac2bf22556d196abebc4b48 |
|
MD5 | c7f284845a92c3c2dbb513679072b9e6 |
|
BLAKE2b-256 | 27eb94071565179db7a3127f3b610e1ea66e0a684740512b07ca6764352f9c2d |
Hashes for jagger-0.1.17-cp310-cp310-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ba8eba60db07b032882a877dad8a769e055e2e84f8a0fb9ee34a59ca7603fada |
|
MD5 | f0f26f0711697a04d1e19d19bcb8d891 |
|
BLAKE2b-256 | 1255c7064a75086d2b0337399d6fc5d821ea7dd984847584c0407f5cfef68bcd |
Hashes for jagger-0.1.17-cp310-cp310-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d0f315a95359c7fc8a8c1feac10c14c7fd5872e1922f23fc4bb8b42ad58ac93b |
|
MD5 | 6e4ca23605652bc8410d2866e5f00515 |
|
BLAKE2b-256 | 0cce207f169ad1951e76c6141c59699f1599974014aa3e3f122ac46ee903f384 |
Hashes for jagger-0.1.17-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 98e10183e2f239844329edd7c2a0d45f63afa53ffd8f0cae033211cb818f5d86 |
|
MD5 | 0a7cb2da2a4a0b8dd92118e3571181b5 |
|
BLAKE2b-256 | c6f089c3de954ed63cd1b97756ab950998c8f27189e07c98886851468d890efc |
Hashes for jagger-0.1.17-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 47292001ca962c2e5f3a16c027b40957d96a1f28d738e3a231f156e155f39312 |
|
MD5 | 68b04c504236af8ec384f32fa60b849c |
|
BLAKE2b-256 | aeabce3ad70581e2c7137176b62be67885586410efbffc894496f2c1918cd622 |
Hashes for jagger-0.1.17-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 94b3166d0341103727f91f1b1b09d383f3323f2c7cdd3213264156a2140005ae |
|
MD5 | a9f693a1addad48cdea7f38c826c7070 |
|
BLAKE2b-256 | e47e38234761c1cef5fe0da9373612dd09ebade2ae82ca038314b2c9b7e76397 |
Hashes for jagger-0.1.17-cp310-cp310-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4c88e3b53df9af3ab75e7a817916d5075537aebc523e9ab3b8bac88a13211a69 |
|
MD5 | 4d209b78cc98d6c035a3bf4204e102e8 |
|
BLAKE2b-256 | 603a1a17665c06ffbf3e6fccb60a42ef74592aa3d5e1c29048adee68d3ff1a67 |
Hashes for jagger-0.1.17-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b38d19e1c6e80e2347e1c300e36657394d08741e31f9bd1414850d8768142cb8 |
|
MD5 | 213e1c46e775ed08cc2c9a0b172facbf |
|
BLAKE2b-256 | e3d494a1dc79d0101338dc410536524c4bb01b1b5e276eb01fce00ee484c0adc |
Hashes for jagger-0.1.17-cp310-cp310-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1971e1657411d96409b4a82016ff84a0c199f89ca4f64dc306e150b8ff99aea4 |
|
MD5 | c1c73a5c8a72051d2e50969cee123b50 |
|
BLAKE2b-256 | e6988a3fa7707c21ba2d07993f3aea9686748d763c3dabc42e347a5ca4ee52e0 |
Hashes for jagger-0.1.17-cp39-cp39-win_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3a69c9f4ecef524246928935f1aa0e7216c5b47cc4591f7bd3919b6afc5e373d |
|
MD5 | 2c11ce1a7db8d91f585c8b5c2830ff3c |
|
BLAKE2b-256 | 3611fd090c7fc7b1d1adca188a91b7c5585b882a2870ba8f05128f52e7f7014c |
Hashes for jagger-0.1.17-cp39-cp39-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c13b3f5767d66b92c20e6dd5f2a23bd1ec6ba4c762eda9b6f9ee40e0e5893fce |
|
MD5 | 594fde3e9b3272fad3dfea8e670a79e4 |
|
BLAKE2b-256 | cae7a148bc96001edd6a738382e80f225a7fe71f8ac46151bf561e8a1b3ae769 |
Hashes for jagger-0.1.17-cp39-cp39-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 258dcfd67867dc157db102524aa5d02a5b2392f8b5f942e9bff6ec4ee14fb5dc |
|
MD5 | f0ff8bfe752d68ffc191bc74bf990410 |
|
BLAKE2b-256 | 25a9e07b357a9cb6ce79188f07bb51d54d02431d397a2beaceea8aea5ed9c89f |
Hashes for jagger-0.1.17-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0c75510ebbe550a5f9f03b42701a75b0a07e177b10d6e24faa100af1c59e2af2 |
|
MD5 | 8bd1098b9b2a11a28fbf900dc29a0445 |
|
BLAKE2b-256 | a160fc4d8b089545c7cc586a9c78f96abb0b2a7b2caf3ab678f0c313ed64e013 |
Hashes for jagger-0.1.17-cp39-cp39-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9f026ebf4f257c6f88719e397eb95a36a5d83a8f9680da40d2d9a56079a1dcdb |
|
MD5 | ad8d01186232bede72bb17c774dce531 |
|
BLAKE2b-256 | 88c53b8f4edc14511f152f3493e68fc8ccaed677125870fa5e12cb8b95a953af |
Hashes for jagger-0.1.17-cp39-cp39-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d63f994c4a40356b382806c6f6fa51dec43cd5f85d78cdde686375220a812209 |
|
MD5 | 4894a7a64e2bde74a48b4725474b46b6 |
|
BLAKE2b-256 | be018ab46f57b4da0c2374f45841981d089e2b2c5bc93b25982f39cc8f3287d5 |
Hashes for jagger-0.1.17-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0d1fccc03462181e446d399f6611393a20da5598032a96f11596158d5d95cc1d |
|
MD5 | 6fbc8eb0634a00afe88b2b712f0c8815 |
|
BLAKE2b-256 | 499528e884e667fae3a81759f7a023d768b8c9e7b380a78bcf3b55d5308d8ff9 |
Hashes for jagger-0.1.17-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a064a9c5fbf0d38625b2dd539037619a79d78ab2e6540fae295b750750b408c0 |
|
MD5 | bb53647a7857eaec9c0d54f942a157f5 |
|
BLAKE2b-256 | 716bc5f9ef0c63591171d53827a8e55ba8cb652312d9117dbeea3e6081f390aa |
Hashes for jagger-0.1.17-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5ba97d43629365145a9217dd98d96d0b4fda55b566740b2acc06924ffb9305a2 |
|
MD5 | a2a55544ea5f2362cb0fd5a86c441847 |
|
BLAKE2b-256 | 05978c8d9dcb0dad575cdcfcfb7c1a44cb52b4bff41e1592ef2d6d5c961d767c |
Hashes for jagger-0.1.17-cp39-cp39-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9d02095515e309a0f2fe84cd0640df0803d7283d50395081a40d9c58af1f3e77 |
|
MD5 | 07c1a165dd7e2121d8073b87675d14fc |
|
BLAKE2b-256 | e556b6fcdf8bc7f9ead8a1a23cb70fd245650c289452d324a70b8a6b1062d381 |
Hashes for jagger-0.1.17-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 14023968771ed80dd94779c80de965a17afaa4c8063b109e0feb1f79fb930c92 |
|
MD5 | 98370c7891f151183c296c2444137c8c |
|
BLAKE2b-256 | a806e42020bfe7928628aed68935f2855067055a4eab4d6593f888ce67e27842 |
Hashes for jagger-0.1.17-cp39-cp39-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bb44c897f9f0bc46b2109fb1849a3cd79e263d5fea1b04162b6372ee21775625 |
|
MD5 | 26d3ac28ed74b56bf41008721af71c77 |
|
BLAKE2b-256 | 80c736a03117da0bc0e7321b19f42ce44e47669669301acd184d97f0f6f46de7 |
Hashes for jagger-0.1.17-cp38-cp38-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fc013c76189675dfed9f20cd1174f24ccc4b0a1d75e0ff93bfe1661a96e6f906 |
|
MD5 | d5210b91856651bb802902a1ebc97edb |
|
BLAKE2b-256 | 3a373194bcd04715bc0877751acb9352d6a854341c76670b0be039a6f494299a |
Hashes for jagger-0.1.17-cp38-cp38-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 164ab8a9a87daae6a75f2e00c4024690272d776aed685c291bbe335e4aa34a24 |
|
MD5 | 70274024f1f6a71482a59c5662033bf8 |
|
BLAKE2b-256 | fb5f6e07be5658b8e98f5486594afd2d552015155f556031b3854dacf5b6a732 |
Hashes for jagger-0.1.17-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e810728af178b461aeb3cc2d73784c59cf339993a408307c62588b0e737205cb |
|
MD5 | f83c61adb4024af456522e803a5ca944 |
|
BLAKE2b-256 | 070bd3a133cf935d9e28170c1381b52a4b024b2ccd70882f2d683529eae4cdef |
Hashes for jagger-0.1.17-cp38-cp38-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 178c2921fed64ba52a6f4d24007407c0f66113cf5106c363818ad64fd0518e24 |
|
MD5 | b8bb53cbfaf2c55a268fba179cb3f00a |
|
BLAKE2b-256 | 97d6710e156b062cdf10e4473b9a4e7219a98d8e75dc8fc14092ef49f5783412 |
Hashes for jagger-0.1.17-cp38-cp38-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0a5285fb39a9292299dfc186d1fea5d55bc89e2d14653c4ba4bbcfb6742a4518 |
|
MD5 | f8e009123d37156577cd15d386b6d39b |
|
BLAKE2b-256 | fe9b2d06c4813760c319d35f304e90048878ba99b7575c5fce85a1bc9be64e3b |
Hashes for jagger-0.1.17-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0bd7422e436f688f47e103e1eefc81b6fa47b34ff6697f77c4e9c459c07767f3 |
|
MD5 | 72eaa41d7c3d3e39ebea67a68e3f5875 |
|
BLAKE2b-256 | 27895b3f52f4ffe68856a3f54abc5b78499ccf03c6ae313d056050127bdb8973 |
Hashes for jagger-0.1.17-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5c6471e4a58ed6a53f0ae789484d26eb54237b6bc6c2b886c258b488395bf1ab |
|
MD5 | 9edd3627104f883cb88b65226ac220dc |
|
BLAKE2b-256 | c048657e2f1cd10a92756327bb076a4ff6b750c67601a57d300daca9cf451db0 |
Hashes for jagger-0.1.17-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 673a20b57f83dbd12c0317c537cde4894d4de2e316eb80fb082ce476b98929d0 |
|
MD5 | 9e140ca2d7614f95e55cb836b9422118 |
|
BLAKE2b-256 | 3038c6cdbfc747fc35f16e48c370ba4d608ff867bd2f234c1c03f53d3a0d593d |
Hashes for jagger-0.1.17-cp38-cp38-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5975482a1cce549a2e733aa9cda2d6e35a366a7f107da07ab518874251f69ded |
|
MD5 | c9b5df4571d969fc71c42dabb025b69f |
|
BLAKE2b-256 | 22e5c4067cc3b7630526543a6efa7b485e81c4777d632ec2b6f50cba3a542021 |
Hashes for jagger-0.1.17-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9d68dbd6b7f5cfe5bb8e9f04de18afa9c29825e10414a607630048a22a80f846 |
|
MD5 | 1aaef75eba91d784216acd8c9a36e1e6 |
|
BLAKE2b-256 | 38e243b844ab605fe1f31742edab5e00d12c5c03d395e5ec2429f564de0d339b |
Hashes for jagger-0.1.17-cp38-cp38-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 381f4cd694e8d39127273f223df95383a80d2d43b8f31fc1b3bede80f30a3f7e |
|
MD5 | bcfa067cd024672b04a4135630e3190b |
|
BLAKE2b-256 | 3a2aedc6adef939a0086b91ea72aa2fc2b6e70388b10ffb63dda641dba5830b3 |
Hashes for jagger-0.1.17-cp37-cp37m-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0e8e7f2b88072dfd64715ac2fdde15214d8400341c69ea00177c4609a548245d |
|
MD5 | b62186e46bc2efe1bddaff34f56db0e4 |
|
BLAKE2b-256 | a2f3888cb3696412f9a4810fccdbfe1bff4fc76ed4b6006608b83d593533345d |
Hashes for jagger-0.1.17-cp37-cp37m-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b5fffbdbafaa3031819e22855b21aea406256f37fec80b542de0570f5df54816 |
|
MD5 | 38fb940843fdaec7e984167d4be61d08 |
|
BLAKE2b-256 | 794f23f164a3cf4484194b5cd6ee569b0d39f638f15a636a0ed8e4f5e9b31cbd |
Hashes for jagger-0.1.17-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cc580a517222c756a7da4da5c90774a93e51fc464b0db5917c9e59061ec94aea |
|
MD5 | ab1394c3332761f0e641bd79e6a94247 |
|
BLAKE2b-256 | d8d523c6c65f9c720260cc333db7b025f1400c98e6d2f633b324a1fda22c63b2 |
Hashes for jagger-0.1.17-cp37-cp37m-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 08d90d50bd267e38561bf9c5fc19791d80cad4eb2f9e2d19f37da62cc14b3861 |
|
MD5 | 2cbcb0b6167529f93b8aad1122ddb463 |
|
BLAKE2b-256 | c3c0c1c1fef8163779cbb8cb026c72e994d0068e7742cdebad30656056459b49 |
Hashes for jagger-0.1.17-cp37-cp37m-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 11f81a16b6dff2c1fde6076420dd86edce49460a3687ab2ce564a92697cd5de3 |
|
MD5 | 3d177f4e5994f218cf918fcf9e01d9a0 |
|
BLAKE2b-256 | 4b76f49d25e66410559e72ac735514524b77cfdc35ae10e684293e14f3157375 |
Hashes for jagger-0.1.17-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5fff4abe345056fd067e532f64266d15c44f15426d333ab9a13754fbb2ad866f |
|
MD5 | 90174c40a67ffc0eca4205ad9163cd40 |
|
BLAKE2b-256 | 82e3c0496d63feec7bc1bf19e012940e4c6db070d8381bf082e7768619cafc53 |
Hashes for jagger-0.1.17-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7e63518df7e33c2729e2558dc0232187a697c6d3b1dde4ae379716636fe0e81f |
|
MD5 | 751a10da3dd96287a3e702844b439095 |
|
BLAKE2b-256 | b3c192d7c5534c776dc5a401464bf7e36fe8b0519e81d39498cae1612ed59ad7 |
Hashes for jagger-0.1.17-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f64b6be0694e0cf60ffa2f12d78a1581decaf038479832db9fb54ed89d370842 |
|
MD5 | d68db4acec840f16da75b7608916bedc |
|
BLAKE2b-256 | c86ee5f11981e542c0d8cf50a93c39248b51f65927aff6b20d21dacdffb71f88 |
Hashes for jagger-0.1.17-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8f3a8d89c40379364b30749433e6d37787fb224db1b8d266e3e3f1c923d77ff2 |
|
MD5 | 75f37f64975a1f68b9c2799acc855486 |
|
BLAKE2b-256 | ae2c35996ea712c08c410944e93c91abfc8fce4c4facaca4c8eb221ec54fed96 |
Hashes for jagger-0.1.17-cp36-cp36m-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8ef535438d4ac67fe50556e146feff033ee0fd392b2a05fdedbfb52a5fb6802c |
|
MD5 | e0dd938d0d2dd123cfd15c8d8780d5a4 |
|
BLAKE2b-256 | eee9d1a1d773bd38999f14d19560b7c151fb1695fe6124166bb321d582c6f98a |
Hashes for jagger-0.1.17-cp36-cp36m-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6011daeb8b118acc5a899c7abd8ac5118b631267cfc4881016145c57c835fe66 |
|
MD5 | 8c6d392c6408406e08f9bc93f2635465 |
|
BLAKE2b-256 | 78f045a2986932fe7ef39617d663bbd6e3784b74ccef4fab6f3b7b47e767749f |
Hashes for jagger-0.1.17-cp36-cp36m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | aef24f7a643d902fd54bae8468dc50e45cbd1194b8078e9f812b19e773e758bc |
|
MD5 | 56c8f18a256bf9b5716581ea15342ef5 |
|
BLAKE2b-256 | 2fc764f5e7de7b26c8050e2deaff537b7ebd1a6e14aed7b6cbb67b47382bf534 |
Hashes for jagger-0.1.17-cp36-cp36m-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 46a157fb0c19416325369471a900ac0f275932fdeeb7f2ca1755e51d086c3d08 |
|
MD5 | 9cbd082a460b41e903b4f745b31810bd |
|
BLAKE2b-256 | 9c991b2bab79e6be57bfa80b2bb4e65bab63e808f9064014d0d626a62f3f87f7 |
Hashes for jagger-0.1.17-cp36-cp36m-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2f106a1911a16d35c7802eeae6d79ad628580621cc7b8907585d319522f1415b |
|
MD5 | 88b0ec457952b86a30bb4bf578bf4fbf |
|
BLAKE2b-256 | 0e8a5044d055c9d8e560a6557d707713f1b9acec581dd1d7269636ea17bade34 |
Hashes for jagger-0.1.17-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7e3dfa8ef95186b0d2730e14a2badde307719ad7dd9f41f003d7c51a55d9c33f |
|
MD5 | beecd160775cbcaaf5e1123eadb1247f |
|
BLAKE2b-256 | 5d8c0659b5fe57407a7bbc95a42c826c06ce3920e683bb83d68a6c8dc98be383 |
Hashes for jagger-0.1.17-cp36-cp36m-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bdbd05d8ebd0f3c3cf66e5d71b6727b4dcdb4a0c8f5936f1864258972ada5766 |
|
MD5 | 84018263209444ab82c9b40017fa3075 |
|
BLAKE2b-256 | 8801f955aa30d8a5bccc2f3ac1f3f9eb395c63779823103481f90c422a3c17ae |
Hashes for jagger-0.1.17-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | afd190a49ef7ce44d7eda974343f673f068c6c835c494a0445e632265399b9cf |
|
MD5 | f631228edc00bf2fda5a5abaaed1b16a |
|
BLAKE2b-256 | 6b7e9b9afabd86d5233e78d7dd8bb28dbe2f099deb79d6c8fd930cd1fec1141b |
Hashes for jagger-0.1.17-cp36-cp36m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | be9194644ddfe5b8a51120fef907e3ef69d582c2089c4562f93a12d780201025 |
|
MD5 | 777f7815f374fd88dbd0c9781f5c19e9 |
|
BLAKE2b-256 | 879ccd90147aaf66c7fc13621fa430fcfacb43e22c67d60de412bd0496f39bd8 |