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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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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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SHA256 | 0e4d88cfd196e1aab6f6347d623d6c5e1975b83d2fe852da21b40367eed29f26 |
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MD5 | e6c73a9c78cf5fe1deabd3b89436ada0 |
|
BLAKE2b-256 | e8dfd872cf2d69cb2abd00819e497dbd5ddd305d0624189faddde84a6fc262c9 |
Hashes for jagger-0.1.19-cp39-cp39-win_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a13aaf759afff83371c0058b65f7beb63af386013ab14152ef3f643108d6e120 |
|
MD5 | 94e4b609c03b258af6d64aef88598d1a |
|
BLAKE2b-256 | 46854cc1e170d0526e9cdd550bb9b392e047af649c90c60a4b865ca935879a12 |
Hashes for jagger-0.1.19-cp39-cp39-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 23af16fbfaefe0e37a1f6c89e62087224d58484a6e1998be10fa287170c73d31 |
|
MD5 | ba88eea5fcb23e8b79e49b9ee88422d9 |
|
BLAKE2b-256 | 6a3b2196fd3f17c07822d68ef2073ca01ef003a27f668fb79750557ab1a93b79 |
Hashes for jagger-0.1.19-cp39-cp39-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d57bafc1cc73e13d8de2e3cc4cf4fa8037d97bf2b8a8f068d2536f68f6da108d |
|
MD5 | 0ac785cdf1c8027833974d35c4f8eba4 |
|
BLAKE2b-256 | cc3d09305a7e714b3fabb812f484764c7ce129b9c7eed278448cf2f94283d734 |
Hashes for jagger-0.1.19-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | dca1597b86963e04ed7b63cb89128193928b6d395c18bdb62957afa1ca334f02 |
|
MD5 | aafb0c9184881976b7a637b4a0ba2089 |
|
BLAKE2b-256 | f0158f4607f60bc650316028997acec629f391a55ca3bdb972242cd2da78f62f |
Hashes for jagger-0.1.19-cp39-cp39-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9a9a5773d06205d6c6bfdcdeebef7801526ff2d773726ece5a4a167050da986d |
|
MD5 | 93659b2fe4a51b584a8f9dc5f2284a30 |
|
BLAKE2b-256 | 6c25b9f545f7d5f0a2c07998ba359f1bf3a22181a03d85520e4c9f832c0e0b84 |
Hashes for jagger-0.1.19-cp39-cp39-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 819fc68da386678c35342590f3f03b743c097013ff6cc0124e7726323601bab3 |
|
MD5 | 439c527f0793fbe7c4bb4518991b78e3 |
|
BLAKE2b-256 | 555c76f5758e435ccbbd5c207d50d501fd9ca52a2f20b3c069718e06e07bee86 |
Hashes for jagger-0.1.19-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9deb45f297e671a649d7d5e0e4474ba5e3cee98d6ace5a77896784ce9e632d74 |
|
MD5 | 8e4bb808067c242d52aa1ba085fe6b93 |
|
BLAKE2b-256 | e46c7cbe982f0127f85d6784d11deda24e03b033b21f3fdbda8efb5d51ec6500 |
Hashes for jagger-0.1.19-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 49f88b27fc81c4160e0d6d229973aa6e72035a99b2ffed90d12b040a0b6945f5 |
|
MD5 | 64d031fb24c69036517ef6c5ba7248cc |
|
BLAKE2b-256 | 55a83e469a43ffe114173fb37e6fc8193d449ea7859af856859713195d513d70 |
Hashes for jagger-0.1.19-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 04d2402639cccc1e501d918def45c7039f35820b75e47c003937e47db50fb132 |
|
MD5 | e1bae1a99a91dfc96e24bad44c441ae7 |
|
BLAKE2b-256 | 78e9bf3aafddb955e3dd01084dbd82b0648c8d1000472cfa892975f754df22a3 |
Hashes for jagger-0.1.19-cp39-cp39-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4dff3bef65ee99756ef90e4e2bb3012037474bf8d9bc22c1d50b12995a5a03cf |
|
MD5 | acb4a3883b6573e580df2c7d710fccac |
|
BLAKE2b-256 | 9eafae98bec5ab10c3a5c2d4e0c246db9157476c767f9e169b031cee0afc2077 |
Hashes for jagger-0.1.19-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 91584a405ce11f377411cd545be0241b8c7f7bd5676077ffe5695d1d15e7abae |
|
MD5 | c982da49e52f80d249338449df0a5cf6 |
|
BLAKE2b-256 | 38c1ce7d177bdd35d8788571b66a4334020f98d30e30d8ce71fe46b1eed5d57c |
Hashes for jagger-0.1.19-cp39-cp39-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 647d98ee4432c4614760144ee74848d5f41be93570a5ee6473db0230fe23c577 |
|
MD5 | 2b9c7c66f6395dc6a58d68ba9886135e |
|
BLAKE2b-256 | 2e98b6044f07a1cb7518a6813ad2c56e727f560f10fb19b73a75830b5cb9dbbc |
Hashes for jagger-0.1.19-cp38-cp38-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 44f10d13c8cf3d5c63b70dd0062d23e19c30799e28b304b701d7f5eb6a2c81f1 |
|
MD5 | 177e22f16ddf900a9798a8af56e71e2d |
|
BLAKE2b-256 | 486e9ad1138938e28a50b9576c94a2023a0b2b1748a2c3e9896106565f487e12 |
Hashes for jagger-0.1.19-cp38-cp38-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4940e7cbb5b0251d82bce6b9c916b1d8500735d2cd343b1bdda14ac9a99e4e81 |
|
MD5 | c663287909e70c6bee6b1febd0b071c1 |
|
BLAKE2b-256 | 340dda74f4a9f390a57e915d415dcc94ff22564423fe7350b2305e131fb49065 |
Hashes for jagger-0.1.19-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b8e8a201f8df59aec3d7ed71c4343c20dc6e33751ee3422c4343f1db33006711 |
|
MD5 | a68df29b48d841ce6ac96e72ae9fbde9 |
|
BLAKE2b-256 | 37fc36a32551409d83ddc21df91764d51a0b2d0b7fa815e39d24421893bc9b29 |
Hashes for jagger-0.1.19-cp38-cp38-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9e10936a1e01b031540e237c9bc0209c8b1a2806ce02cf1f78dfb53c0773d8dc |
|
MD5 | c9617abf7d84e59d4a48b9638c6a56fb |
|
BLAKE2b-256 | 5891da362162c20462d1a146c8ee5d5d35c14613bd3b10c81d39d0a146868021 |
Hashes for jagger-0.1.19-cp38-cp38-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2e93e929160c282fbaade404e06ac0f474a2aa7aad15e1519fb5fbd49894d5fb |
|
MD5 | c8c0fba8a53964658af5f951c2f00078 |
|
BLAKE2b-256 | e12d63f510699f17510ed7b88ce162cee1f2dde817495d69d5133bc7e2219fca |
Hashes for jagger-0.1.19-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 454a866d86a4fcfa125b15fa6d82e550365b0033f9915f7a920143fd697143d4 |
|
MD5 | 25159aa79e91ecf349adeadd720d0a14 |
|
BLAKE2b-256 | fee9dc8d1810a6e8f70e0b59b552a7242f136a2a15513044a1a5829445c3d4e7 |
Hashes for jagger-0.1.19-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | efc62aea68935818d9a94acf4f76d7ca06cc9ed75bd10979cd0489f7e09fe4ce |
|
MD5 | 5373f9f638531ced016eda774c413d79 |
|
BLAKE2b-256 | deeb3b90eb82f2eecbf65432113295ed2107d76a19b6d9f9c2c9520289cefa2c |
Hashes for jagger-0.1.19-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9d6d827919607e9e50abe566fa63a3f6773b6e805a78b7a1eb797e9fa27328bb |
|
MD5 | 14e2867a91395763fdf04f55437f4d99 |
|
BLAKE2b-256 | c72abae000aabece4fcaca425874a48f4bbdb21b0a9f91373b0168bc63058566 |
Hashes for jagger-0.1.19-cp38-cp38-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e9c75b91600126d67e8a108352f527a7444c4607d5c72636ba676390ae009901 |
|
MD5 | 5e2c9185dcfa7d919195e714a12ec06e |
|
BLAKE2b-256 | 9754813985283881ddeea6ce0a83bd622e608c997ee133cb44ad1228b06edb68 |
Hashes for jagger-0.1.19-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1f904dd2e6fb5f54e1e408bd87e6b13b1bb3e56ba55027d245038aec53eb4719 |
|
MD5 | 11e4693bef558641e835189b838354c9 |
|
BLAKE2b-256 | c1a1f12e3bf37437af889a518d1982a18315733f3538ea8002b047db7aaba915 |
Hashes for jagger-0.1.19-cp38-cp38-macosx_10_9_universal2.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4548ed206b665933de71d1915e650788393dcceb2828af3751478e1d6f73c574 |
|
MD5 | 8a643061a57c95be613c0f7510e882a3 |
|
BLAKE2b-256 | 4dcb38dab2e30b09c9180b84462f8c0a3798b516a73f05b06ab51453eb313ede |
Hashes for jagger-0.1.19-cp37-cp37m-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2f980248a49a4e5926882167b5bf2bb89287956600263755979de1a11bafc2f1 |
|
MD5 | 4744d6b7be3590e8a27b96c5f012d936 |
|
BLAKE2b-256 | b05403518ccca47ce785e93e6719196f551a23b2645e83d52d9e4dbd651ffc67 |
Hashes for jagger-0.1.19-cp37-cp37m-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f0ed3e29c3a4e5bef0e4e1c2f09ded0e53c0f678c17d56232cde34feb06eae26 |
|
MD5 | 9b530c9c4f744d59a64c51b02a917419 |
|
BLAKE2b-256 | 32a34f03467c8e9fb4cc8de4b0f66f933a96a6153a8628b568c40090a3b13cdb |
Hashes for jagger-0.1.19-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7a86cab36f094cb0e55e8dbf2e28747c5c9c3e6f4b94c41e33ac32f2707325b6 |
|
MD5 | 29659432882b62cc3a833b37edb28dc1 |
|
BLAKE2b-256 | b0acdc67215d3e2e6f7708bf9cd63b9a14729abaa70d6006ef9d7943c3416dee |
Hashes for jagger-0.1.19-cp37-cp37m-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bb63a1eba37bd2a0129f0035f8e6930a823fd018cff7bf08d3f996a28ab4d535 |
|
MD5 | f4066f50c832815ad6214b821695cecf |
|
BLAKE2b-256 | d38b8c6db35fcbfa8767daa1674f4fbc3983eb54e22b6c6f52b768e8aef5f2e3 |
Hashes for jagger-0.1.19-cp37-cp37m-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5dae92d3145960abf37300eef52538ff7ca24f08ad15acdb85326e07f8242595 |
|
MD5 | 52c2cfd7ae9f3e03fb897ef0e97bba66 |
|
BLAKE2b-256 | 32412c11d8a647e097448990e3bc691987847c87060ff560aa86d534d793a08f |
Hashes for jagger-0.1.19-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5308e1ecaf0d6b2f41cabaa2bbd031cb61950604c88a30bb82931d03867bf919 |
|
MD5 | 1347ad1eb99a43ba0e70f5dcce5762cd |
|
BLAKE2b-256 | 4f0a2793bd652f0f4ae55e271491dfafbe35f05a6d01aff78ec67360363ecd0c |
Hashes for jagger-0.1.19-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 61620f6d94268d4443318a8ef688b3b911fbce71c2c1b9c605da0c4d4b16d1af |
|
MD5 | 2f71f47f46738f98c092a5c4ddd29981 |
|
BLAKE2b-256 | 42a987ea6f633ac081951d728fac6951c664cf0e96757ecef9ddb209cd01bda7 |
Hashes for jagger-0.1.19-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b395123021ea1fd130494b6540763b2daa445d1bbf24925e0b70161e64f75f89 |
|
MD5 | 2bdb831dc4b95156ca5807294a1f4fa1 |
|
BLAKE2b-256 | 39c3d83905b545f689b7d80a7548986475c1483e90e4198a9084e0a8b28b8e91 |
Hashes for jagger-0.1.19-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | aa491f2c75c7167473510c79a5277d6e734421ae216ca2d4f98e14706824f2e4 |
|
MD5 | 8a3ea83f5efe3b9531c6566f9d60afa6 |
|
BLAKE2b-256 | 171aca0ff92a34892e5f622c2722e9b6a4247db47573670992519500d1095bf2 |
Hashes for jagger-0.1.19-cp36-cp36m-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cc16f3b92fb9c04e6dc7d3f9206a96fdfcd6db99c20c6299ae2a7272f2f9b24a |
|
MD5 | 64ee9513976b13fcfa3df46ca276d0b2 |
|
BLAKE2b-256 | 32c5daeb0b0565b7ec20f6fc9e1256daaef30a2d6245a7fb4e8ac1cb66f800b6 |
Hashes for jagger-0.1.19-cp36-cp36m-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bdf2ca5a1c8e1a1978e56f852065fc090e6dcf3094b99dd2f97e0ad657018e3e |
|
MD5 | d8066391e377e00ca195ff7bb6db383e |
|
BLAKE2b-256 | 89dd081db7301024eb88a813728fc41bbe3273aa38f28e38b37a9654d35fdac3 |
Hashes for jagger-0.1.19-cp36-cp36m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ef65f2bbc1c1a334dcd05b1ffc41cb5cc4fc5105927cd480cc5c64f6a7bfd334 |
|
MD5 | 91c4418bfc2f0fe076a279dde0d167fe |
|
BLAKE2b-256 | 0a5fee9e6981ccd4ebb30a2d31f557aa15cd5afff2065f6a49a0c8d2cc1016b7 |
Hashes for jagger-0.1.19-cp36-cp36m-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0f1164a6717064103c2da1b8bbeb3f69455f617beaf473324ad67f19cd815442 |
|
MD5 | d04d999c7d3ca26e856097c583515f44 |
|
BLAKE2b-256 | f11b9fd04f7ba2a8e3d9a0534f1c96df620eee8e4a2cc34d5e6f1a3d635375ae |
Hashes for jagger-0.1.19-cp36-cp36m-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | be530205615db48ed7dc80c2acec6ebfeb946ea474bbf8a1a2acf394e0fbf4a0 |
|
MD5 | 38d1c0aed0e8cfa8b28c0d4209f2e97b |
|
BLAKE2b-256 | 8b895e9df23c01573b2c3deb6a54a822cb1d503384f207b03659251cc8e846a3 |
Hashes for jagger-0.1.19-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1653ea81ba78eccb816b595de1dd7a615db2182109f0b99604894ae5128a272c |
|
MD5 | 0b6fe6d85615e316da459fc26bcab57c |
|
BLAKE2b-256 | 8e92768339f6d5e7b2480d82fb448826736ab50055607425fa9316c1f86b72b7 |
Hashes for jagger-0.1.19-cp36-cp36m-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9d6fbad69e26ec3c0f939213d2a12bf2b68531d79ca297b7e84b72d74e7a52ab |
|
MD5 | 051de0577679711711afc57d29cf1616 |
|
BLAKE2b-256 | 5a58e2c81da4084bdc1203ebbdf40b61fa36ba0e9fad65feac1fc765e8319de8 |
Hashes for jagger-0.1.19-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5fe44aff0534adb25e8cc59ac1472794644dcf86a6d0dbe1d50eaee754350da8 |
|
MD5 | 68d04c62e5bca43bf31d27bfb02e5209 |
|
BLAKE2b-256 | c3a3b689e1846164632e59f984c2e89f0a1f527d7f30f4f63c0be621528ccafa |
Hashes for jagger-0.1.19-cp36-cp36m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9d769c538d621723491807eab7a3e14de8b6d0d7da42f2dedd4729e456988a76 |
|
MD5 | 6fb2602c71397cfd57eec5fa2dceb615 |
|
BLAKE2b-256 | 2a8b72ec469f189361ddb7ab3ed241b9d27658363ced650e5fe6b2b566d65d92 |