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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("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
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Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
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Algorithm | Hash digest | |
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SHA256 | 9023d45815566037ce3860de2a07668cd971cf7b9b9e31ba9b79bc9a323683ad |
|
MD5 | 52e5562d68c73dced29e2f12df2b7f51 |
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BLAKE2b-256 | cfdcbbd712a167476af53e3859f765b44c6d025cf6be9594ee7e206e4d4e3390 |
Hashes for jagger-0.1.14-cp39-cp39-win_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d58a08e822d1eec81f70d0994c7983465342e5d17c99b1d56be6675197972e0f |
|
MD5 | 560102e4d4af657184ce15246dbd345f |
|
BLAKE2b-256 | 61d0606e0676a74a1bd4c8e979b7ab7591bc71f18ef5e39452be7e8f979aecfc |
Hashes for jagger-0.1.14-cp39-cp39-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7816613c10c32ff39120b2ea29f4a19711ddab5020196484be9b60d0c17fb49a |
|
MD5 | 7e566ea4ccbe3a4fa6ef5a89a065b7ed |
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BLAKE2b-256 | 671cdfca9d549acd7082932c4ffb3e737444b08405fedfc4f48d5d4be0f85675 |
Hashes for jagger-0.1.14-cp39-cp39-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 120e195756932cfdf164c1d56a8d4cbc604f5ad6539f366bc9c2ae530a02e53b |
|
MD5 | 5edd83bdb78e866412cd461555d27091 |
|
BLAKE2b-256 | 1f098017cfb1550d1403c702938d0eee8f98cb3be6cf1276ea4f4611302c36dd |
Hashes for jagger-0.1.14-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 58ef9daf95173512a2cf4621f587b58ff009dce0fca63b65a09d5ccab7a1ff1f |
|
MD5 | d2cd1b6ac659cce1523cdea8505ab86a |
|
BLAKE2b-256 | ecd3f9e55724988235817dd61450e0672246571606883667c7197a973901e9de |
Hashes for jagger-0.1.14-cp39-cp39-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e748c6e72d65ae36639ed6bcca5825248f25b76b5364ef9d050b27a696daa285 |
|
MD5 | 2dd5020e29a9e990ee95c5deb8e246c1 |
|
BLAKE2b-256 | f1af966d5c0d9a230628b457f0f6de15fc4b1909a2bb529da19b98963f71558d |
Hashes for jagger-0.1.14-cp39-cp39-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f69304fba1839cc8a11417d3dc7946d8779a833c933966f7cc6a106dfe3e76aa |
|
MD5 | 1e525172c91d964b6c5717cb4e646751 |
|
BLAKE2b-256 | 7a38b0ff4e55235b780e0df366bb7d80635656a507508c2414abe6505372891f |
Hashes for jagger-0.1.14-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2228819ffdb745d414e7a8cf5a40e193aa1d925ce2c50e33040cbf66ed5da0ed |
|
MD5 | 2c3064d2b020cff2f1c29ead3f0528f1 |
|
BLAKE2b-256 | 5693188df9b06f303d923138e679443c6ed5544d9776870cd1df1cf2c8dd08bf |
Hashes for jagger-0.1.14-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 91f9f3875d20a76c10379f0ade1b25f4dbc8181d17c5f3a89fa6f66839a6dcbe |
|
MD5 | fe95442f9b09bf4c443dd89a63c8e599 |
|
BLAKE2b-256 | 6e7f46b2240a4600406431c220b7af2c72d2cb33891991e431baf5145716b6cd |
Hashes for jagger-0.1.14-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4c05d6ce8bbe3271dab098c312f3f1be6c3bf241374f7412da6627dcd2a26995 |
|
MD5 | 6508368abc3f4438bd8aad9c3b61ed0e |
|
BLAKE2b-256 | e63785a66f7d022778a4519f6b1f42f350456bd5d7011550ba0311af78cbc423 |
Hashes for jagger-0.1.14-cp39-cp39-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 07d71675f421b8fe9166d6be869dff01ce19e4724b006faf02f831ea01fa4bc6 |
|
MD5 | 6fa36c27bf5d6657cf3a0bd3d3812bf5 |
|
BLAKE2b-256 | 6fd0fc29ec0d98a06f36ca61d50634bb675cc87d60cea520cceb3f31623b2134 |
Hashes for jagger-0.1.14-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | aa097185a9b965688469981a1c6a395f3a8961d19d8659d9153a3c48a5edc0f9 |
|
MD5 | c0471639386d67b29d2f634aaebee874 |
|
BLAKE2b-256 | 115cf39aee057defd241f7371c5186dcd142799da0d5e46844abc9968bc3a60e |
Hashes for jagger-0.1.14-cp39-cp39-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8ed98c35b5f7b2e8ef60c1644163ac1d063ed5ad78a8ceb91a210910bcabcc14 |
|
MD5 | 4bf68c53abf76fe41596b93fcecbeaaa |
|
BLAKE2b-256 | 5b8ac2cd2173d7c479a2e1ac33994b48a71fe1222514cac588313e6ad5a72041 |
Hashes for jagger-0.1.14-cp38-cp38-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 80528e939aa191d628ada65fec756042f2355b35cbdb5198ac229238e232d8b7 |
|
MD5 | 4b700803805523adf0c58cc7578bef9b |
|
BLAKE2b-256 | 40fdf076d493042b13e6b3b55f45ee7f7698a608541b64809cd69f7ceda23be3 |
Hashes for jagger-0.1.14-cp38-cp38-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 34177ad5c2cb896bc2dd6da394866c0cd08d8e540d8f302e6341632b598e5da9 |
|
MD5 | c4a88287d3f0df4b097f9c208ad5bbdb |
|
BLAKE2b-256 | 260dbfa8acf18895c05ed57fed233c0f2b3ab25747d5be683a54d2245006da32 |
Hashes for jagger-0.1.14-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e55599386638dde069b51c2725a05995b179698907e8b41d9db7500a89550f3d |
|
MD5 | f583564a01a95ae755bd3490afe87016 |
|
BLAKE2b-256 | 669454b1eedbbb3873c40f9d457d425755549f8c971e7cb69d24476b28b2b3b2 |
Hashes for jagger-0.1.14-cp38-cp38-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8b6e40f3d5e38c81e2bd72abc721706930a0ce52385fbb104804c533d6172f9b |
|
MD5 | 38b194f4dd3056bff48cc6275aa85066 |
|
BLAKE2b-256 | a322ee5e006aab45508dc441d88bf41d5c9550ebcef672c2d7fe0b79fa922931 |
Hashes for jagger-0.1.14-cp38-cp38-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 08e0ce8a6c892ff8b76ecdc3ed59042cb75d4333ec8eccdf3113f32cb239a626 |
|
MD5 | f31b3074ae82e5f96b84eacd5062fc21 |
|
BLAKE2b-256 | 7e8ab36e134c9fdca42db56d54e9fadfd78b18a1de36da3e72415c9347ee09c3 |
Hashes for jagger-0.1.14-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 02e8a7c35d286a7c40d3dda6caf592b42ebe9be343609ec8d68a232ce59bd4a2 |
|
MD5 | aa7e6df25771f23354d62c8158143bc7 |
|
BLAKE2b-256 | 0f77f4b4764730d4ad9b65edc4100c14e7d4adb018edb2cdff875a083c1f9b3d |
Hashes for jagger-0.1.14-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 928e08b2dcb9cabc650b51b0c6e923fe452ccd07956df523763856f1431e6490 |
|
MD5 | eea2f14e4442a8af3017d33e3fc63352 |
|
BLAKE2b-256 | 35c4a381cbf00c98655d6c24468aceca16b282766a7074922ee68f2240420e37 |
Hashes for jagger-0.1.14-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 49bbb98c12ff87fa90e7cbbb010412eb63c8b6e179d07b59c5418f26d9140f60 |
|
MD5 | d407d14d0801856676f17c9939b4f416 |
|
BLAKE2b-256 | 463d10b9df6c77d075cb8511288997129f9d631da0e51acda067364d65184a34 |
Hashes for jagger-0.1.14-cp38-cp38-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8d549748ffada88372ad8b1a574bc90db207eb6211a80fb3ab7a36a5e8c4ad26 |
|
MD5 | 645fabee7ca34dbeb43779e201c4cea3 |
|
BLAKE2b-256 | 1953353cfb4b9c77fe91a7bf85cd3d92bbcf1ffbb499dddaa294dd64fb09470d |
Hashes for jagger-0.1.14-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 793c3324ead45232bc62a75de0676b932804c98948d3e3756cae10f2e15c48cf |
|
MD5 | ca6a85e06df6c3157dd81b17e72474d3 |
|
BLAKE2b-256 | 4f7d016870ce21b5caef3ecb576bd3ffd57f9fc96437888b3881849587864758 |
Hashes for jagger-0.1.14-cp38-cp38-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 52df210474acc8cbe4e0eadcd774fa41f6b1b32e7323a34531c4f84e528327a1 |
|
MD5 | c6e65ec122f0f40f5419ffc4c8871f5c |
|
BLAKE2b-256 | 2dce6c34858e9b149fa8267918c08d37b6fd82e82be475ea0e2826dfcb04ae8b |
Hashes for jagger-0.1.14-cp37-cp37m-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 264a7bf47bbf78f48c9ea7b968696f4c2143d3f721812ff6c837012afe12bf4a |
|
MD5 | b9c276cd160733227bc5b5722b8d92bd |
|
BLAKE2b-256 | 799629e0929eec42914e3099621a8457aaa8945f9cd01d306b7ea93a345c03e5 |
Hashes for jagger-0.1.14-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e43332172bb6d82fefe7442ad62ce7bdc6c59c86ba4adbd1c42d4297f6efaf0b |
|
MD5 | 7192c350e1f633c835a56155c3ed219c |
|
BLAKE2b-256 | 7d22c05f8a584360a3fbd4a53b1ba5481b1afa5deb94871f7d07c8098bf28221 |
Hashes for jagger-0.1.14-cp36-cp36m-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 900e3fc7533e938613a59d2e8a3afdd2dd0ef94826fd7cbe0e162006860296a0 |
|
MD5 | da7a9d36ce5e6d5964ac93a98e7c7a8a |
|
BLAKE2b-256 | be38301fac686654f580c078e412a322a5f145ee14cae260c6ae4eef1751c9d2 |
Hashes for jagger-0.1.14-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d3f2b5584b9a924c6a9fffcd71aec02ed6952811a3b080f30aeeb8da302d4bf6 |
|
MD5 | 63cfb25754095e0290394a2171fe8231 |
|
BLAKE2b-256 | d522d9cb4f81805d0feea711b92d21de3c3ceac9b9db1c2a79467006090b98db |