SPDX-FileCopyrightText: 2024-2026 PyThaiNLP Project SPDX-License-Identifier: Apache-2.0

nlpO3 Python binding

PyPI Python 3.9 Apache-2.0 DOI

Python binding for nlpO3, a Thai natural language processing library written in Rust.

To install:

pip install nlpo3

Table of Contents

Features

  • Thai word tokenizer
    • segment() - use maximal-matching dictionary-based tokenization algorithm and honor Thai Character Cluster boundaries
      • 2.5x faster than similar pure Python implementation (PyThaiNLP's newmm)
    • load_dict() - load a dictionary from a plain text file (one word per line)

Use

Load a dictionary file and assign it a name (for example, dict_name).

Then tokenize text using the named dictionary:

from nlpo3 import load_dict, segment

load_dict("path/to/dict.file", "dict_name")
segment("สวัสดีครับ", "dict_name")

The function returns a list of strings, for example:

['สวัสดี', 'ครับ']

The result depends on the words included in the dictionary.

Use multithread mode using the dict_name dictionary:

segment("สวัสดีครับ", dict_name="dict_name", parallel=True)

Use safe mode to avoid long run times for inputs with many ambiguous word boundaries:

segment("สวัสดีครับ", dict_name="dict_name", safe=True)

Dictionary

  • To keep the library small, nlpO3 does not include a dictionary. Users must provide a dictionary when using the dictionary-based tokenizer.
  • For tokenization dictionaries, try

Build

Requirements

  • Rust 2018 Edition
  • Python 3.7 or newer (PyO3's minimum supported version)
  • Python Development Headers
    • Ubuntu: sudo apt-get install python3-dev
    • macOS: No action needed
  • PyO3 - already included in Cargo.toml
  • setuptools-rust

Steps

python -m pip install --upgrade build
python -m build

This should generate a wheel file, in dist/ directory, which can be installed by pip.

To install a wheel from a local directory:

pip install dist/nlpo3-1.3.1-cp311-cp311-macosx_12_0_x86_64.whl

Test

To run a Python unit test:

cd tests
python -m unittest

Issues

Please report issues at https://github.com/PyThaiNLP/nlpo3/issues

License

nlpO3 Python binding is copyrighted by its authors and licensed under terms of the Apache Software License 2.0 (Apache-2.0). See file LICENSE for details.

Binary wheels

Pre-built binary packages for CPython, GraalPy, and PyPy are available on PyPI for the platforms listed below. Versions with a "t" suffix indicate CPython with free threading.

Python OS Architecture Binary wheel
3.14 Windows x86 ✓
AMD64 ✓
macOS x86_64 ✓
arm64 ✓
manylinux x86_64 ✓
i686 ✓
musllinux x86_64 ✓
3.14t Windows x86 ✓
AMD64 ✓
macOS x86_64 ✓
arm64 ✓
manylinux x86_64 ✓
i686 ✓
musllinux x86_64 ✓
3.13 Windows x86 ✓
AMD64 ✓
macOS x86_64 ✓
arm64 ✓
manylinux x86_64 ✓
i686 ✓
musllinux x86_64 ✓
3.12 Windows x86 ✓
AMD64 ✓
macOS x86_64 ✓
arm64 ✓
manylinux x86_64 ✓
i686 ✓
musllinux x86_64 ✓
3.11 Windows x86 ✓
AMD64 ✓
macOS x86_64 ✓
arm64 ✓
manylinux x86_64 ✓
i686 ✓
musllinux x86_64 ✓
3.10 Windows x86 ✓
AMD64 ✓
macOS x86_64 ✓
arm64 ✓
manylinux x86_64 ✓
i686 ✓
musllinux x86_64 ✓
3.9 Windows x86 ✓
AMD64 ✓
macOS x86_64 ✓
arm64 ✓
manylinux x86_64 ✓
i686 ✓
musllinux x86_64 ✓
3.8 Windows x86 ✓ (v1.3.1)
AMD64 ✓ (v1.3.1)
macOS x86_64 ✓ (v1.3.1)
arm64 ✓ (v1.3.1)
manylinux x86_64 ✓ (v1.3.1)
i686 ✓ (v1.3.1)
musllinux x86_64 ✓ (v1.3.1)
3.7 Windows x86 ✓ (v1.3.1)
AMD64 ✓ (v1.3.1)
macOS x86_64 ✓ (v1.3.1)
arm64
manylinux x86_64 ✓ (v1.3.1)
i686 ✓ (v1.3.1)
musllinux x86_64 ✓ (v1.3.1)
GraalPy 3.12 Windows x86
AMD64
macOS x86_64 ✓
arm64 ✓
manylinux x86_64 ✓
i686
GraalPy 3.11 Windows x86
AMD64
macOS x86_64 ✓
arm64 ✓
manylinux x86_64 ✓
i686
PyPy 3.11 Windows x86
AMD64 ✓
macOS x86_64 ✓
arm64 ✓
manylinux x86_64 ✓
i686 ✓
PyPy 3.10 Windows x86
AMD64 ✓ (v1.3.1)
macOS x86_64 ✓ (v1.3.1)
arm64 ✓ (v1.3.1)
manylinux x86_64 ✓ (v1.3.1)
i686 ✓ (v1.3.1)
PyPy 3.9 Windows x86
AMD64 ✓ (v1.3.1)
macOS x86_64 ✓ (v1.3.1)
arm64 ✓ (v1.3.1)
manylinux x86_64 ✓ (v1.3.1)
i686 ✓ (v1.3.1)
PyPy 3.8 Windows x86
AMD64 ✓ (v1.3.1)
macOS x86_64 ✓ (v1.3.1)
arm64 ✓ (v1.3.1)
manylinux x86_64 ✓ (v1.3.1)
i686 ✓ (v1.3.1)
PyPy 3.7 Windows x86
AMD64 ✓ (v1.3.1)
macOS x86_64 ✓ (v1.3.1)
arm64
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i686 ✓ (v1.3.1)

Project links

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Credits

Author: Thanathip Suntorntip, Arthit Suriyawongkul

License expression

Apache-2.0
View SPDX License List

Requires

Python >=3.9

Tags

thai tokenizer tokenization text-processing nlp word-segmentation pythainlp

Classifiers

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Metadata

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

Owner

PyPI data
Data sourced directly from PyPI's database.

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for bact from gravatar.com bact

Credits

Author: Thanathip Suntorntip, Arthit Suriyawongkul

License expression

Apache-2.0
View SPDX License List

Requires

Python >=3.9

Tags

thai tokenizer tokenization text-processing nlp word-segmentation pythainlp

Classifiers

Report project as malware

Release files for nlpo3 1.4.0

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

Source distribution (sdist)

Source distribution for nlpo3 1.4.0
File Size Uploaded
nlpo3-1.4.0.tar.gz 11.2 kB Details

Built distributions (wheels)

Table of built distributions (wheels) for nlpo3 1.4.0
File
nlpo3-1.4.0-pp311-pypy311_pp73-win_amd64.whl 959.7 kB PyPy 3.11 PyPy 3.11 7.3 Windows x86-64 Details
nlpo3-1.4.0-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl 1.3 MB PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.28+ x86-64 Details
nlpo3-1.4.0-pp311-pypy311_pp73-manylinux_2_28_i686.whl 1.3 MB PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.28+ x86-32 Details
nlpo3-1.4.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl 1.1 MB PyPy 3.11 PyPy 3.11 7.3 macOS 11.0+ ARM64 Details
nlpo3-1.4.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl 1.2 MB PyPy 3.11 PyPy 3.11 7.3 macOS 10.15+ x86-64 Details
nlpo3-1.4.0-graalpy312-graalpy250_312_native-manylinux_2_28_x86_64.whl 1.3 MB graalpy312 graalpy250 312 native Linux glibc 2.28+ x86-64 Details
nlpo3-1.4.0-graalpy312-graalpy250_312_native-macosx_11_0_arm64.whl 1.1 MB graalpy312 graalpy250 312 native macOS 11.0+ ARM64 Details
nlpo3-1.4.0-graalpy312-graalpy250_312_native-macosx_10_13_x86_64.whl 1.2 MB graalpy312 graalpy250 312 native macOS 10.13+ x86-64 Details
nlpo3-1.4.0-graalpy311-graalpy242_311_native-manylinux_2_28_x86_64.whl 1.3 MB graalpy311 graalpy242 311 native Linux glibc 2.28+ x86-64 Details
nlpo3-1.4.0-graalpy311-graalpy242_311_native-macosx_11_0_arm64.whl 1.1 MB graalpy311 graalpy242 311 native macOS 11.0+ ARM64 Details
nlpo3-1.4.0-graalpy311-graalpy242_311_native-macosx_10_12_x86_64.whl 1.2 MB graalpy311 graalpy242 311 native macOS 10.12+ x86-64 Details
nlpo3-1.4.0-cp314-cp314t-win_amd64.whl 1.0 MB CPython 3.14 CPython 3.14 free-threading Windows x86-64 Details
nlpo3-1.4.0-cp314-cp314t-win32.whl 915.0 kB CPython 3.14 CPython 3.14 free-threading Windows x86-32 Details
nlpo3-1.4.0-cp314-cp314t-musllinux_1_2_x86_64.whl 1.4 MB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 Details
nlpo3-1.4.0-cp314-cp314t-manylinux_2_28_x86_64.whl 1.3 MB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.28+ x86-64 Details
nlpo3-1.4.0-cp314-cp314t-manylinux_2_28_i686.whl 1.3 MB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.28+ x86-32 Details
nlpo3-1.4.0-cp314-cp314t-macosx_11_0_arm64.whl 1.1 MB CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64 Details
nlpo3-1.4.0-cp314-cp314t-macosx_10_15_x86_64.whl 1.2 MB CPython 3.14 CPython 3.14 free-threading macOS 10.15+ x86-64 Details
nlpo3-1.4.0-cp314-cp314-win_amd64.whl 1.0 MB CPython 3.14 CPython 3.14 Windows x86-64 Details
nlpo3-1.4.0-cp314-cp314-win32.whl 915.6 kB CPython 3.14 CPython 3.14 Windows x86-32 Details
nlpo3-1.4.0-cp314-cp314-musllinux_1_2_x86_64.whl 1.4 MB CPython 3.14 CPython 3.14 Linux musl 1.2+ x86-64 Details
nlpo3-1.4.0-cp314-cp314-manylinux_2_28_x86_64.whl 1.3 MB CPython 3.14 CPython 3.14 Linux glibc 2.28+ x86-64 Details
nlpo3-1.4.0-cp314-cp314-manylinux_2_28_i686.whl 1.3 MB CPython 3.14 CPython 3.14 Linux glibc 2.28+ x86-32 Details
nlpo3-1.4.0-cp314-cp314-macosx_11_0_arm64.whl 1.1 MB CPython 3.14 CPython 3.14 macOS 11.0+ ARM64 Details
nlpo3-1.4.0-cp314-cp314-macosx_10_15_x86_64.whl 1.2 MB CPython 3.14 CPython 3.14 macOS 10.15+ x86-64 Details
nlpo3-1.4.0-cp313-cp313-win_amd64.whl 957.1 kB CPython 3.13 CPython 3.13 Windows x86-64 Details
nlpo3-1.4.0-cp313-cp313-win32.whl 874.3 kB CPython 3.13 CPython 3.13 Windows x86-32 Details
nlpo3-1.4.0-cp313-cp313-musllinux_1_2_x86_64.whl 1.4 MB CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details
nlpo3-1.4.0-cp313-cp313-manylinux_2_28_x86_64.whl 1.3 MB CPython 3.13 CPython 3.13 Linux glibc 2.28+ x86-64 Details
nlpo3-1.4.0-cp313-cp313-manylinux_2_28_i686.whl 1.3 MB CPython 3.13 CPython 3.13 Linux glibc 2.28+ x86-32 Details
nlpo3-1.4.0-cp313-cp313-macosx_11_0_arm64.whl 1.1 MB CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
nlpo3-1.4.0-cp313-cp313-macosx_10_13_x86_64.whl 1.2 MB CPython 3.13 CPython 3.13 macOS 10.13+ x86-64 Details
nlpo3-1.4.0-cp312-cp312-win_amd64.whl 957.3 kB CPython 3.12 CPython 3.12 Windows x86-64 Details
nlpo3-1.4.0-cp312-cp312-win32.whl 874.4 kB CPython 3.12 CPython 3.12 Windows x86-32 Details
nlpo3-1.4.0-cp312-cp312-musllinux_1_2_x86_64.whl 1.4 MB CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-64 Details
nlpo3-1.4.0-cp312-cp312-manylinux_2_28_x86_64.whl 1.3 MB CPython 3.12 CPython 3.12 Linux glibc 2.28+ x86-64 Details
nlpo3-1.4.0-cp312-cp312-manylinux_2_28_i686.whl 1.3 MB CPython 3.12 CPython 3.12 Linux glibc 2.28+ x86-32 Details
nlpo3-1.4.0-cp312-cp312-macosx_11_0_arm64.whl 1.1 MB CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
nlpo3-1.4.0-cp312-cp312-macosx_10_13_x86_64.whl 1.2 MB CPython 3.12 CPython 3.12 macOS 10.13+ x86-64 Details
nlpo3-1.4.0-cp311-cp311-win_amd64.whl 958.4 kB CPython 3.11 CPython 3.11 Windows x86-64 Details
nlpo3-1.4.0-cp311-cp311-win32.whl 875.5 kB CPython 3.11 CPython 3.11 Windows x86-32 Details
nlpo3-1.4.0-cp311-cp311-musllinux_1_2_x86_64.whl 1.4 MB CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details
nlpo3-1.4.0-cp311-cp311-manylinux_2_28_x86_64.whl 1.3 MB CPython 3.11 CPython 3.11 Linux glibc 2.28+ x86-64 Details
nlpo3-1.4.0-cp311-cp311-manylinux_2_28_i686.whl 1.3 MB CPython 3.11 CPython 3.11 Linux glibc 2.28+ x86-32 Details
nlpo3-1.4.0-cp311-cp311-macosx_11_0_arm64.whl 1.1 MB CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
nlpo3-1.4.0-cp311-cp311-macosx_10_12_x86_64.whl 1.2 MB CPython 3.11 CPython 3.11 macOS 10.12+ x86-64 Details
nlpo3-1.4.0-cp310-cp310-win_amd64.whl 958.2 kB CPython 3.10 CPython 3.10 Windows x86-64 Details
nlpo3-1.4.0-cp310-cp310-win32.whl 875.8 kB CPython 3.10 CPython 3.10 Windows x86-32 Details
nlpo3-1.4.0-cp310-cp310-musllinux_1_2_x86_64.whl 1.4 MB CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details
nlpo3-1.4.0-cp310-cp310-manylinux_2_28_x86_64.whl 1.3 MB CPython 3.10 CPython 3.10 Linux glibc 2.28+ x86-64 Details
nlpo3-1.4.0-cp310-cp310-manylinux_2_28_i686.whl 1.3 MB CPython 3.10 CPython 3.10 Linux glibc 2.28+ x86-32 Details
nlpo3-1.4.0-cp310-cp310-macosx_11_0_arm64.whl 1.1 MB CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
nlpo3-1.4.0-cp310-cp310-macosx_10_12_x86_64.whl 1.2 MB CPython 3.10 CPython 3.10 macOS 10.12+ x86-64 Details
nlpo3-1.4.0-cp39-cp39-win_amd64.whl 958.0 kB CPython 3.9 CPython 3.9 Windows x86-64 Details
nlpo3-1.4.0-cp39-cp39-win32.whl 875.6 kB CPython 3.9 CPython 3.9 Windows x86-32 Details
nlpo3-1.4.0-cp39-cp39-musllinux_1_2_x86_64.whl 1.4 MB CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-64 Details
nlpo3-1.4.0-cp39-cp39-manylinux_2_28_x86_64.whl 1.3 MB CPython 3.9 CPython 3.9 Linux glibc 2.28+ x86-64 Details
nlpo3-1.4.0-cp39-cp39-manylinux_2_28_i686.whl 1.3 MB CPython 3.9 CPython 3.9 Linux glibc 2.28+ x86-32 Details
nlpo3-1.4.0-cp39-cp39-macosx_11_0_arm64.whl 1.1 MB CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details
nlpo3-1.4.0-cp39-cp39-macosx_10_12_x86_64.whl 1.2 MB CPython 3.9 CPython 3.9 macOS 10.12+ x86-64 Details

Total release size: 69.8 MB

Release files / nlpo3-1.4.0.tar.gz

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