KyTea wrapper for Python
Mykytea-python is a Python wrapper module for KyTea, a general text analysis toolkit. KyTea is developed by KyTea Development Team.
Detailed information on KyTea can be found at: http://www.phontron.com/kytea
Installation
Install Mykytea-python via pip
You can install Mykytea-python via pip.
pip install kytea
You don't have to install KyTea anymore before installing Mykytea-python when you install it by using wheel on PyPI.
You should have any KyTea model on your machine.
Build Mykytea-python from source
Mykytea-python supports Python 3.11 or later.
To build from source, install KyTea first, then run
pip install .
SWIG is installed automatically as a build dependency from PyPI, and the
wrapper is generated during the build. You don't need to run swig yourself.
If KyTea is installed outside /usr/local, pass its prefix with KYTEA_DIR.
For example, with Homebrew on macOS:
brew install kytea
KYTEA_DIR=$(brew --prefix) pip install .
For development, make installs the package in editable mode and make test runs the tests.
How to use it?
Here is the example code to use Mykytea-python.
import Mykytea
def showTags(t):
for word in t:
out = word.surface + "\t"
for t1 in word.tag:
for t2 in t1:
for t3 in t2:
out = out + "/" + str(t3)
out += "\t"
out += "\t"
print(out)
def list_tags(t):
def convert(t2):
return (t2[0], type(t2[1]))
return [(word.surface, [[convert(t2) for t2 in t1] for t1 in word.tag]) for word in t]
# Pass options for KyTea as keyword arguments:
mk = Mykytea.Mykytea(model="/usr/local/share/kytea/model.bin")
# or as a KyTea command line string:
# mk = Mykytea.Mykytea("-model /usr/local/share/kytea/model.bin")
s = "今日はいい天気です。"
# Fetch segmented words
for word in mk.getWS(s):
print(word)
# Show analysis results
print(mk.getTagsToString(s))
# Fetch first best tag
t = mk.getTags(s)
showTags(t)
# Show all tags
tt = mk.getAllTags(s)
showTags(tt)
Options
Mykytea.Mykytea() accepts these KyTea analysis options as keyword arguments.
Keyword arguments are applied after the option string, if both are given.
| Keyword | KyTea option | Description |
|---|---|---|
model |
-model |
Path to the model file |
nows |
-nows |
Don't do word segmentation; the input must be segmented with spaces (True/False) |
notags |
-notags |
Do only word segmentation, no tagging (True/False) |
notag |
-notag |
Skip the n-th tag, starting at 1 (an int or a list of ints). What each tag is depends on the model; in the Japanese model, 1 is the part of speech and 2 is the pronunciation. A skipped tag is an empty list in getTags() and omitted in getTagsToString() |
nounk |
-nounk |
Don't estimate the pronunciation of unknown words (True/False) |
wsconst |
-wsconst |
Character types not to be segmented (e.g. "D" for digits) |
numtags |
-numtags |
The number of tags to estimate |
tagmax |
-tagmax |
The maximum number of tag candidates |
unktag |
-unktag |
A tag appended to unknown words |
deftag |
-deftag |
A tag for words that cannot be given any tag |
unkbeam |
-unkbeam |
Beam width for unknown word search (0 for full search) |
debug |
-debug |
Debugging level (0=silent, 1=simple, 2=detailed) |
An unknown keyword argument raises TypeError.
License
MIT License
1 maintainer
Metadata
1 maintainer
Release files for kytea 0.2.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| kytea-0.2.0.tar.gz | 14.3 kB | With provenance | Details for kytea-0.2.0.tar.gz |
Built distributions (wheels)
Total release size: 36.0 MB
Release files / kytea-0.2.0.tar.gz
| Download URL | kytea-0.2.0.tar.gz |
|---|---|
| Size | 14.3 kB |
| Tags | Source |
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| Download URL | kytea-0.2.0-cp315-cp315-win_amd64.whl |
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| Tags | CPython 3.15 Windows x86-64 |
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Transparency logRelease files / kytea-0.2.0-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
| Download URL | kytea-0.2.0-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl |
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| Size | 5.5 MB |
| Tags | CPython 3.11 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64 |
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SHA-256 checksum How to use checksums |
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| Download URL | kytea-0.2.0-cp311-cp311-macosx_11_0_arm64.whl |
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| Size | 658.8 kB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
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SHA-256 checksum How to use checksums |
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Transparency logRelease files / kytea-0.2.0-cp311-cp311-macosx_10_9_x86_64.whl
| Download URL | kytea-0.2.0-cp311-cp311-macosx_10_9_x86_64.whl |
|---|---|
| Size | 678.5 kB |
| Tags | CPython 3.11 macOS 10.9+ x86-64 |
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SHA-256 checksum How to use checksums |
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Transparency logSecurity for kytea 0.2.0
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