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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("EOS")
"""
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,*,*,。,。,*
EOS
"""
# 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("EOS")
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
Version is created automatically using setuptools_scm
.
- tag it:
git tag vX.Y.Z
- 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"]
- Optimize C++ <-> Python interface
- string_view(or read-only string literal) for tag str.
- pickle support(for exchanging Python object when using multiprocessing)
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
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Source Distribution
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Algorithm | Hash digest | |
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SHA256 | ad5318e9aba9ed47777ddb501a9f11f0897b889fe582f7535fa29d532459552f |
|
MD5 | 05c3038fa532e533ae5d9265d03833ec |
|
BLAKE2b-256 | c489960ccd5a1309680c966f9941b90b40c05e359fd8b3a9eb717b48a804c051 |
Hashes for jagger-0.1.20-cp39-cp39-win_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d8ccc9bb287ce3623dcc762c4e932b5369fab483ac4352e373df01f151f7bd9a |
|
MD5 | 27059a9fd91562aa7afaed3eb0141601 |
|
BLAKE2b-256 | ebe90e87b7df9c378e7cc246a951a163ebe8ebdb412a638d22ac9505b7d4e75d |
Hashes for jagger-0.1.20-cp39-cp39-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4cf5ee6bec15feaa01c785f7ebd221be0315689009d9c05703a96cac89a9ac70 |
|
MD5 | e7e6344b4c6127037181321c270336b1 |
|
BLAKE2b-256 | 44fd6aebbaedd64a64214de059779a5193672e7dc8c505cb5fb5747ea23121a2 |
Hashes for jagger-0.1.20-cp39-cp39-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d4b98825eac768382d1e3cb4708f3adf6441c451fe4c9553de0da88b0a327597 |
|
MD5 | c822971384659991419e71537aae2da9 |
|
BLAKE2b-256 | 5801964ed43226833a7af66f1c7da2e8b0afc52720890156936727948e0e6a74 |
Hashes for jagger-0.1.20-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c73956402bc620eccdf2ce1454e113c69c7408e6392101e627da404047eb6c4e |
|
MD5 | 36b3f45f75f15cc0495d9005ae0dba14 |
|
BLAKE2b-256 | 094948f2b4a3a610312d5923d501e878579450a2bf6ff1b9316fd2c87e32fa36 |
Hashes for jagger-0.1.20-cp39-cp39-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9c515b43c6e4e8893a87bccf371dcc21cece777c9b2c2520de733e65c4b1f00a |
|
MD5 | 043b424a969420ae5171aafa318f208c |
|
BLAKE2b-256 | 2814a111e07a10b4673dc7ac6b351342ea78090b100001daeba3bf1fef69d451 |
Hashes for jagger-0.1.20-cp39-cp39-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 968770a998b5355f48b63148d3c1ab10a24e9dc73987ae71ae64a777da21e3c6 |
|
MD5 | df772b0504146c06241513fecf8e29f0 |
|
BLAKE2b-256 | aaa3bb5fbdc545fbca9800a811363225db9288103683f2d45c3eb406725b1641 |
Hashes for jagger-0.1.20-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0eab4668a2b59bddc8448e87307d1bee80189abe6f72de9bc0a2d49966976002 |
|
MD5 | d3e18d4625466512ffdb55e9b9347b56 |
|
BLAKE2b-256 | 02e2998c23f9a54a04745f94793e23d5f1802dd507cb3ba62a6b0e2a9ffd015f |
Hashes for jagger-0.1.20-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 62bda259c54cd7c0a76e773b088a79b6639acf49cda34b5cb6ef2f6b034c2ccf |
|
MD5 | bbb60a3bc5e6c572cf8d607670c7bf7b |
|
BLAKE2b-256 | ba8492594cbc7b7ae99877e1190ef3aac8fc770232cc106f2ac77d2b49a57785 |
Hashes for jagger-0.1.20-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | eb03c30f2e1b0d499f65490000051f443e09af64197940a31dca1ea54e458303 |
|
MD5 | 51e366c2ead25394bd9f8404844b7ec1 |
|
BLAKE2b-256 | 259dbc793a04c19176270c01fba3acf02d468b1a377cee91f797ffb7f28bbaaf |
Hashes for jagger-0.1.20-cp39-cp39-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b2cce4fe1b7833e42f5a1601d15b6d11401c6c4c79f6399821095815baa9354c |
|
MD5 | f311cef16d9497d7eba92136aeb97bb8 |
|
BLAKE2b-256 | c5d938ca005d4974b53fc7fa87e836e92271c977014979eb87d06f7e8f412abf |
Hashes for jagger-0.1.20-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3b93ec827e2b99e1e4f5983515d2d652ac979190c567c8b061ab5455210863e8 |
|
MD5 | d79bad8c9cb5ad9e5ae15c5dc39c266d |
|
BLAKE2b-256 | d32dfdadb8aed851395356d18947fc572fe6254d89c476e487b05d98a5d3a544 |
Hashes for jagger-0.1.20-cp39-cp39-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6b4ab610399e09718a382a8a00a39eb6eed9d1a3ade07173720c1c6f117e3898 |
|
MD5 | d1ebd22c83c532e6dc25731c135de8d8 |
|
BLAKE2b-256 | e3f8410153eef681ef88cad88afaf3e531a1fdf3c6fbf7d95d7322abf1112fb7 |
Hashes for jagger-0.1.20-cp38-cp38-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6c2b18a6e5e8b1dd5ed972528ccfeb70e75417d104eb1eeb8ed9227af42b3dc8 |
|
MD5 | b0b26a7e3c86c2956d0a45806086a9d4 |
|
BLAKE2b-256 | b6cdc4c07ed7b2710a9862b03c4c37ab6c5470dedc6adaecbc02869cc08b10b6 |
Hashes for jagger-0.1.20-cp38-cp38-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 12d247cd707c8f9266839a5a734cabc18c0e9d2fd3fec5af53e397f90cbf69e8 |
|
MD5 | 0653bb6c4e243ce0aa7ffda99d1afe66 |
|
BLAKE2b-256 | 9c7e7e12a612a02989a297078ad6f25bcad68a2820d54508353300098a6ab7a9 |
Hashes for jagger-0.1.20-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c60c4b88c6b8c5e5ad963599895ab448218d62b7cb70d38b7e855597b8d457be |
|
MD5 | 1e00b9356c2932723741a7bb20ccc1d0 |
|
BLAKE2b-256 | 28a0affbc67b5de381740f7e9f99f5f0660d9e6d876eaa0a5899bd3f52a1555c |
Hashes for jagger-0.1.20-cp38-cp38-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7839d07afd61ce310dafea0f95eb2d9d9a618086276def20181fe3ff542815b8 |
|
MD5 | 4f8e22b91efbad1c7ecb9c3a2802640d |
|
BLAKE2b-256 | afa0c7026abb203e8e68a95b4ad6778a51b2e32abe997c63466f3adf9c1a68b6 |
Hashes for jagger-0.1.20-cp38-cp38-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 209a9b19a02b4d690b863e9c09e9442125c00cb7c9231394e2d6af6bde123b8a |
|
MD5 | 15c2f88680bbaea6b3eb4045ac1de9dd |
|
BLAKE2b-256 | c12be6df302d75c2eddc7f96fab0886e76916c7438dd03cb139922ab3e1d9ee1 |
Hashes for jagger-0.1.20-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 26179c44a29c95e1c87106bb0b85f2c0ba85d10f8f51d98d9e8d81d661d36155 |
|
MD5 | 60acabcfccd9e315b29229f25617317f |
|
BLAKE2b-256 | 94322e7ed1c1f3ac9fd377a5d1e6a5f078f84543b08e2aec4ea08b1f62f9251f |
Hashes for jagger-0.1.20-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0d793bf640f24a85107d93d1916e197205c3e334524d2648ec6a48a7c9d2b238 |
|
MD5 | b4a982bdd1a6e661d0e7ad6d3e2b6293 |
|
BLAKE2b-256 | bce121fe6e738e69432f2efd004ed99ecf71cd4c06cc5ce786907da2305c4df8 |
Hashes for jagger-0.1.20-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 33d1cb3eb79bac2b1379cd2de40bc89317c2533f72497d9b5ea057175eea61b5 |
|
MD5 | 25f03ed0432ff241f16e7c29860e2900 |
|
BLAKE2b-256 | 34d2526796e4a1c064cc5ed712a5562c3cc928652c8d229fd26cfc7c42b8206d |
Hashes for jagger-0.1.20-cp38-cp38-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a9acf97d637be92fcb8aab407df36af4e0d463bf98d464fba083a91553c6cea2 |
|
MD5 | 93149d8cc5c8549cea0e11f58478dc6e |
|
BLAKE2b-256 | 60eecda353c7fd2ac053742364e6a75acbb417fbaa0796e5637f46b3616c832a |
Hashes for jagger-0.1.20-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 606c8be30d2ae1a81c3269edbe33d9da1787d034e5de6acc0d95022bf4b0b477 |
|
MD5 | 7fd0d14b7242e00c0e66bcd936fe67a4 |
|
BLAKE2b-256 | f4b8a516932e226a9f993db144d47a26ebb59f15b4a4e642aa8491d3db916324 |
Hashes for jagger-0.1.20-cp38-cp38-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ce452e5eb62f9a7336a7a6aa9619bf76f709126d77efac2610e7a6f4680921d0 |
|
MD5 | 919f686b3322512e0167dceb6424c31d |
|
BLAKE2b-256 | 30e27d906d242702547c8aedad932c9f881388cad14591ab59d53aa2736921e0 |
Hashes for jagger-0.1.20-cp37-cp37m-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bd6139ed0d6ff469219623da110804ac0c0ab4a8d98dc3a0b8c9ebe960e37344 |
|
MD5 | 34033eff92114c8ad27fa6577d374c51 |
|
BLAKE2b-256 | 5bb2dc30235620edff21d068366377719954072bff434772a42c08f095346a77 |
Hashes for jagger-0.1.20-cp37-cp37m-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 653ba230397ca6b122abca504ca96244c5b89526896e08fe8ee85325b10f9866 |
|
MD5 | 4f3738a5d3d4b4dc49c5770785eb3de5 |
|
BLAKE2b-256 | 77ce89032626daa318d5b6abdbf209c08a7c849f91e698ed2efe23c615de651c |
Hashes for jagger-0.1.20-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 15813127242a2bbeb3af733e5363dba0cb88657ea61982f789dd4d065fb8ecef |
|
MD5 | 94e063f59e59e4c9a1bb7e6fddb8b656 |
|
BLAKE2b-256 | dd4bf126b9ca52c2a083921f1fc64bdc06ae862c1554cb2b582bc1203dff923f |
Hashes for jagger-0.1.20-cp37-cp37m-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8f2e31a6b13873de9f198c8fc42bbc14dba98bf11fa28f72983a2df071f2fa8a |
|
MD5 | 9043e7f34cb77666893313129ee2e6be |
|
BLAKE2b-256 | 012e039fc8c2bef8e6f803b296890c0af01ef325779b924b8a36e814ec2c981f |
Hashes for jagger-0.1.20-cp37-cp37m-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d137ed289d5dce06262ccde77902f5c8e7fa49ce73f4c3cc7ca68bd01ea3b280 |
|
MD5 | 225b074819281ec0363bf4154b3bfaa3 |
|
BLAKE2b-256 | b75b8f98233153093575c975527293ed7459ec952ae6fba509bb4ca3c41022b0 |
Hashes for jagger-0.1.20-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 09b6cec4270a6411aff58340c354b237bbb5707ff61a0324d6cf23ea3cb9f627 |
|
MD5 | e49cff794b1dfe00fc7ac830bfef843d |
|
BLAKE2b-256 | 2541ed94bbb645facff869dc27fb4b3ee55ebd5a8ca00ea0e226e3b481c9958d |
Hashes for jagger-0.1.20-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4ead04c1dfead10f780ea0a41c8a91728dd8e86fe96ee293c85314e6436dd433 |
|
MD5 | 0ec1169758d3288bacf6029a8b6c90e0 |
|
BLAKE2b-256 | 877d964d90f9bf4250e6f9a06c1296f4d1ceba41786fac87c5618e416763abae |
Hashes for jagger-0.1.20-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 15c971eead7136a8b9fe31bcd0780613bdee2550046cbfc91c8e78527c8b6625 |
|
MD5 | 05e092c18803dd9c48a45f59a2cb6d4c |
|
BLAKE2b-256 | dc50d50f319ac417892311e61effaf17bf759cba2769a271b50e4cd42044d92a |
Hashes for jagger-0.1.20-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6d75e17608e7f6806bc9bcc41b8dbc2f593253034924e07c480b748b0b170339 |
|
MD5 | 32dca7484bfdf207afdf75ea403a7260 |
|
BLAKE2b-256 | 550384132a46317145df4596958471746b47e861b104de2141f43fc1a87e21cf |
Hashes for jagger-0.1.20-cp36-cp36m-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a00c0f5b8e8c59dfa1a44332536090822a4b3710a357ebee7efffacd0ef43684 |
|
MD5 | 76a2500d80e06df0c7d1f4026e8a15d7 |
|
BLAKE2b-256 | 3f0c3d44755dd8debb122e8dbaa85660873de9d573896baca6ee3ac7ab7646d5 |
Hashes for jagger-0.1.20-cp36-cp36m-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 349e5a366a9444e7a0a6344d196ccdfe3d16ae9a87aef6d07d3177c55e20f6c0 |
|
MD5 | a862cb0fb28ca8799bdd8a4096a937d9 |
|
BLAKE2b-256 | 128c775b712fbf34065c98ed4e413eb5684510e9a4504ed34d4eb485091ac325 |
Hashes for jagger-0.1.20-cp36-cp36m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4b55ba586d010e68b68e7aef5e5c493a0fbd6b3890ecf451ed0885951aa58f78 |
|
MD5 | 834c5bc7984f309f285e86d982060e27 |
|
BLAKE2b-256 | fe5683dadaea0a19371055221e34a8a6eb21c879cf3bca9b5e268caf458997d9 |
Hashes for jagger-0.1.20-cp36-cp36m-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9c14004acc1535676aeb33bb287b72f2e45acaa9a4243198dec4e8858b2c5283 |
|
MD5 | d359fa465cc70c01a353408537d74f44 |
|
BLAKE2b-256 | 0d9dfebc6f99f95d59d2f11d2093f00d3eca5e13851daed87d8dfe595a03c00d |
Hashes for jagger-0.1.20-cp36-cp36m-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 21a1fad58475c4f7fba011097307abebc69ef2f715ea7c0ceb9ec628046e833d |
|
MD5 | dccfdee6fa48ca5d130367a652d36bf8 |
|
BLAKE2b-256 | b26caadf25289ce14760a2a27166912c9cad61c40a589a8aef2f2d946db537fd |
Hashes for jagger-0.1.20-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9c899539063bddf248fd6a2c7f0123ab9386f50157ee190dc732b74816b40126 |
|
MD5 | 1ef1350ab848e65418c320d80bd76e16 |
|
BLAKE2b-256 | 7f597444c994e692266ee8432276b469b768df22069e13caa865f5aee284f3ad |
Hashes for jagger-0.1.20-cp36-cp36m-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a0b284b52e8b597debe32bc656c3ab456cafa54ffd65841d8791e850d84fc73f |
|
MD5 | eb42b180dc2025bc2ccb8c4180e60c3d |
|
BLAKE2b-256 | 641d72c5c45edafa7f71101ef3bbfd1aff7f6724e461208bd9af4e060ce49ee3 |
Hashes for jagger-0.1.20-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3cd8919489dd4a5a323f98a167bac6ee50de0ca6341abf5c5121fe0daf060069 |
|
MD5 | 70a93b5056c49ea1758eb6c915ace24a |
|
BLAKE2b-256 | 134ab2f1b314171ac5c98c954cf22edb004d965144ef61a74cff0760905be7e8 |
Hashes for jagger-0.1.20-cp36-cp36m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 347b57851a065ee8ed09a9f7e4e919c46a14997004a5e5f7e94832f1f9dab2fb |
|
MD5 | dafcc2437b9feedf30fbb8a7c977cc22 |
|
BLAKE2b-256 | 0e6cbebf93e2d50514ec01226291ccc404a071dfc76d9d3fb9abf0b287233a24 |