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jdepp-python

Python binding for J.DepP(C++ implementation of Japanese Dependency Parsers) https://www.tkl.iis.u-tokyo.ac.jp/~ynaga/jdepp/

Install

$ python -m pip install jdepp

Precompiled model files

pip install does not install the model(dictionary).

You can get precompiled model files(MeCab POS tagging + train with KNBC copus) from

https://github.com/lighttransport/jdepp-python/releases/tag/v0.1.0

Precompiled KNBC model file is licensed under 3-clause BSD license.

Build configuration

  • MeCab style POS format: FEATURE_SEP ','
  • See jdepp/typedf.h for more info about ifdef macros.

Example

Download precompiled model file.

$ wget https://github.com/lighttransport/jdepp-python/releases/download/v0.1.0/knbc-mecab-jumandic-2ndpoly.tar.gz
$ tar xvf knbc-mecab-jumandic-2ndpoly.tar.gz
import jdepp

model_path = "model/knbc"

parser = jdepp.Jdepp()
parser.load_model(model_path)

# NOTE: Mecab format: surface + TAB + feature(comma separated 7 fields)
input_postagged = """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
"""

sent = parser.parse_from_postagged(input_postagged)
print(sent)

Print in tree

print(jdepp.to_tree(str(sent)))
# S-ID: 1; J.DepP
  0:  吾輩は━━┓   
  1:   猫である。━━┓
  2:     名前は━━┫
  3:      まだ━━┫
  4:        ない。EOS

Graphviz dot export

jdepp.to_dot is provided to export graph as dot(Graphviz)

dot_text = jdepp.to_dot(str(sentence))

# feed output text to graphviz viewer, e.g. https://dreampuf.github.io/GraphvizOnline/

See examples/ for more details

POS tagged input format

MeCab style. surface + TAB + feature(comma separated 7 fields)

With jagger

You can use jagger-python for POS tagging.

import jagger
import jdepp

jagger_model_path = "model/kwdlc/patterns"
tokenizer = jagger.Jagger()
tokenizer.load_model(jagger_model_path)

text = "吾輩は猫である。名前はまだない。"
toks = tokenizer.tokenize(text)

pos_tagged_input = ""
for tok in toks:
    pos_tagged_input += tok.surface() + '\t' + tok.feature() + '\n'
pos_tagged_input += "EOS\n"


jdepp_model_path = "model/knbc"
parser.load_model(jdepp_model_path)

parser.parse_from_postagged(pos_tagged_input)

Build standalone C++ app + training a model

If you just want to use J.DepP from cli(e.g. batch processing), you can build a standalone C++ app using CMake.

We modified J.DepP source code to improve portablily(e.g. Ours works well on Windows)

Training a model from Python binding is also not yet supported. For a while, you can train a model by using standalone C++ jdepp app.

Standalone python module(For developer)

This is for developer usecase. Use setup.py(pyproject.toml) to build python module for end users.

Install pybind11 devkit.

$ python -m pip install pybind11

Then invoke cmake with -DJDEPP_WITH_PYTHON and pybind11_DIR

$ pybind11_DIR=/path/to/pybind11 cmake -DJDEPP_WITH_PYTHON=1 ...

Releasing

  • tag it: git tag vX.Y.Z
  • push tag: git push --tags

Versioning is automatically done through setuptools_scm

TODO

License

jdepp-python is licensed under 2-Clause BSD license.

J.DepP https://www.tkl.iis.u-tokyo.ac.jp/~ynaga/jdepp/ is licensed under GPLv2/LGPLv2.1/BSD triple license.

Thrird party license

  • pacco, cedar, opal(subcompoennts of J.DepP): GPLv2/LGPLv2.1/BSD triple license. We choose BSD license.
  • io-util: MIT license.
  • optparse: Unlicense https://github.com/skeeto/optparse

Release files for jdepp 0.1.8

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for jdepp 0.1.8
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jdepp-0.1.8.tar.gz 480.2 kB Details

Built distributions (wheels)

Table of built distributions (wheels) for jdepp 0.1.8
File
jdepp-0.1.8-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl PyPy 3.10 PyPy 3.10 7.3 Linux glibc 2.17+ ARM64 Details
jdepp-0.1.8-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl PyPy 3.9 PyPy 3.9 7.3 Linux glibc 2.17+ ARM64 Details
jdepp-0.1.8-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl PyPy 3.8 PyPy 3.8 7.3 Linux glibc 2.17+ ARM64 Details
jdepp-0.1.8-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl PyPy 3.7 PyPy 3.7 7.3 Linux glibc 2.17+ ARM64 Details
jdepp-0.1.8-cp312-cp312-win_arm64.whl CPython 3.12 CPython 3.12 Windows ARM64 Details
jdepp-0.1.8-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
jdepp-0.1.8-cp312-cp312-win32.whl CPython 3.12 CPython 3.12 Windows x86-32 Details
jdepp-0.1.8-cp312-cp312-musllinux_1_1_x86_64.whl CPython 3.12 CPython 3.12 Linux musl 1.1+ x86-64 Details
jdepp-0.1.8-cp312-cp312-musllinux_1_1_i686.whl CPython 3.12 CPython 3.12 Linux musl 1.1+ x86-32 Details
jdepp-0.1.8-cp312-cp312-musllinux_1_1_aarch64.whl CPython 3.12 CPython 3.12 Linux musl 1.1+ ARM64 Details
jdepp-0.1.8-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64 Details
jdepp-0.1.8-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-32 Details
jdepp-0.1.8-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ ARM64 Details
jdepp-0.1.8-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
jdepp-0.1.8-cp312-cp312-macosx_10_9_x86_64.whl CPython 3.12 CPython 3.12 macOS 10.9+ x86-64 Details
jdepp-0.1.8-cp312-cp312-macosx_10_9_universal2.whl CPython 3.12 CPython 3.12 macOS 10.9+ universal2 (ARM64, x86-64) Details
jdepp-0.1.8-cp311-cp311-win_arm64.whl CPython 3.11 CPython 3.11 Windows ARM64 Details
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jdepp-0.1.8-cp311-cp311-musllinux_1_1_x86_64.whl CPython 3.11 CPython 3.11 Linux musl 1.1+ x86-64 Details
jdepp-0.1.8-cp311-cp311-musllinux_1_1_i686.whl CPython 3.11 CPython 3.11 Linux musl 1.1+ x86-32 Details
jdepp-0.1.8-cp311-cp311-musllinux_1_1_aarch64.whl CPython 3.11 CPython 3.11 Linux musl 1.1+ ARM64 Details
jdepp-0.1.8-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details
jdepp-0.1.8-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-32 Details
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jdepp-0.1.8-cp311-cp311-macosx_10_9_x86_64.whl CPython 3.11 CPython 3.11 macOS 10.9+ x86-64 Details
jdepp-0.1.8-cp311-cp311-macosx_10_9_universal2.whl CPython 3.11 CPython 3.11 macOS 10.9+ universal2 (ARM64, x86-64) Details
jdepp-0.1.8-cp310-cp310-win_arm64.whl CPython 3.10 CPython 3.10 Windows ARM64 Details
jdepp-0.1.8-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
jdepp-0.1.8-cp310-cp310-win32.whl CPython 3.10 CPython 3.10 Windows x86-32 Details
jdepp-0.1.8-cp310-cp310-musllinux_1_1_x86_64.whl CPython 3.10 CPython 3.10 Linux musl 1.1+ x86-64 Details
jdepp-0.1.8-cp310-cp310-musllinux_1_1_i686.whl CPython 3.10 CPython 3.10 Linux musl 1.1+ x86-32 Details
jdepp-0.1.8-cp310-cp310-musllinux_1_1_aarch64.whl CPython 3.10 CPython 3.10 Linux musl 1.1+ ARM64 Details
jdepp-0.1.8-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details
jdepp-0.1.8-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-32 Details
jdepp-0.1.8-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARM64 Details
jdepp-0.1.8-cp310-cp310-macosx_11_0_arm64.whl CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
jdepp-0.1.8-cp310-cp310-macosx_10_9_x86_64.whl CPython 3.10 CPython 3.10 macOS 10.9+ x86-64 Details
jdepp-0.1.8-cp310-cp310-macosx_10_9_universal2.whl CPython 3.10 CPython 3.10 macOS 10.9+ universal2 (ARM64, x86-64) Details
jdepp-0.1.8-cp39-cp39-win_arm64.whl CPython 3.9 CPython 3.9 Windows ARM64 Details
jdepp-0.1.8-cp39-cp39-win_amd64.whl CPython 3.9 CPython 3.9 Windows x86-64 Details
jdepp-0.1.8-cp39-cp39-win32.whl CPython 3.9 CPython 3.9 Windows x86-32 Details
jdepp-0.1.8-cp39-cp39-musllinux_1_1_x86_64.whl CPython 3.9 CPython 3.9 Linux musl 1.1+ x86-64 Details
jdepp-0.1.8-cp39-cp39-musllinux_1_1_i686.whl CPython 3.9 CPython 3.9 Linux musl 1.1+ x86-32 Details
jdepp-0.1.8-cp39-cp39-musllinux_1_1_aarch64.whl CPython 3.9 CPython 3.9 Linux musl 1.1+ ARM64 Details
jdepp-0.1.8-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-64 Details
jdepp-0.1.8-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-32 Details
jdepp-0.1.8-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ ARM64 Details
jdepp-0.1.8-cp39-cp39-macosx_11_0_arm64.whl CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details
jdepp-0.1.8-cp39-cp39-macosx_10_9_x86_64.whl CPython 3.9 CPython 3.9 macOS 10.9+ x86-64 Details
jdepp-0.1.8-cp39-cp39-macosx_10_9_universal2.whl CPython 3.9 CPython 3.9 macOS 10.9+ universal2 (ARM64, x86-64) Details
jdepp-0.1.8-cp38-cp38-win_amd64.whl CPython 3.8 CPython 3.8 Windows x86-64 Details
jdepp-0.1.8-cp38-cp38-win32.whl CPython 3.8 CPython 3.8 Windows x86-32 Details
jdepp-0.1.8-cp38-cp38-musllinux_1_1_x86_64.whl CPython 3.8 CPython 3.8 Linux musl 1.1+ x86-64 Details
jdepp-0.1.8-cp38-cp38-musllinux_1_1_i686.whl CPython 3.8 CPython 3.8 Linux musl 1.1+ x86-32 Details
jdepp-0.1.8-cp38-cp38-musllinux_1_1_aarch64.whl CPython 3.8 CPython 3.8 Linux musl 1.1+ ARM64 Details
jdepp-0.1.8-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.8 CPython 3.8 Linux glibc 2.17+ x86-64 Details
jdepp-0.1.8-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.8 CPython 3.8 Linux glibc 2.17+ x86-32 Details
jdepp-0.1.8-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.8 CPython 3.8 Linux glibc 2.17+ ARM64 Details
jdepp-0.1.8-cp38-cp38-macosx_11_0_arm64.whl CPython 3.8 CPython 3.8 macOS 11.0+ ARM64 Details
jdepp-0.1.8-cp38-cp38-macosx_10_9_x86_64.whl CPython 3.8 CPython 3.8 macOS 10.9+ x86-64 Details
jdepp-0.1.8-cp38-cp38-macosx_10_9_universal2.whl CPython 3.8 CPython 3.8 macOS 10.9+ universal2 (ARM64, x86-64) Details
jdepp-0.1.8-cp37-cp37m-win_amd64.whl CPython 3.7 CPython 3.7 pymalloc Windows x86-64 Details
jdepp-0.1.8-cp37-cp37m-win32.whl CPython 3.7 CPython 3.7 pymalloc Windows x86-32 Details
jdepp-0.1.8-cp37-cp37m-musllinux_1_1_x86_64.whl CPython 3.7 CPython 3.7 pymalloc Linux musl 1.1+ x86-64 Details
jdepp-0.1.8-cp37-cp37m-musllinux_1_1_i686.whl CPython 3.7 CPython 3.7 pymalloc Linux musl 1.1+ x86-32 Details
jdepp-0.1.8-cp37-cp37m-musllinux_1_1_aarch64.whl CPython 3.7 CPython 3.7 pymalloc Linux musl 1.1+ ARM64 Details
jdepp-0.1.8-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64 Details
jdepp-0.1.8-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-32 Details
jdepp-0.1.8-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ ARM64 Details
jdepp-0.1.8-cp37-cp37m-macosx_10_9_x86_64.whl CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ x86-64 Details
jdepp-0.1.8-cp36-cp36m-win_amd64.whl CPython 3.6 CPython 3.6 pymalloc Windows x86-64 Details
jdepp-0.1.8-cp36-cp36m-win32.whl CPython 3.6 CPython 3.6 pymalloc Windows x86-32 Details
jdepp-0.1.8-cp36-cp36m-musllinux_1_1_x86_64.whl CPython 3.6 CPython 3.6 pymalloc Linux musl 1.1+ x86-64 Details
jdepp-0.1.8-cp36-cp36m-musllinux_1_1_i686.whl CPython 3.6 CPython 3.6 pymalloc Linux musl 1.1+ x86-32 Details
jdepp-0.1.8-cp36-cp36m-musllinux_1_1_aarch64.whl CPython 3.6 CPython 3.6 pymalloc Linux musl 1.1+ ARM64 Details
jdepp-0.1.8-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ x86-64 Details
jdepp-0.1.8-cp36-cp36m-manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ x86-32 Details
jdepp-0.1.8-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ ARM64 Details
jdepp-0.1.8-cp36-cp36m-macosx_10_9_x86_64.whl CPython 3.6 CPython 3.6 pymalloc macOS 10.9+ x86-64 Details

Total release size: 48.1 MB

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Release files / jdepp-0.1.8-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Release files / jdepp-0.1.8-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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