Piraye: NLP Utils

A utility for normalizing persian, arabic and english texts

Requirements

• Python 3.11+
• nltk 3.4.5+

Installation

Install the latest version with pip pip install piraye

Usage

Create an instance of Normalizer with NormalizerBuilder and then call normalize function. Also see list of all available configs in configs section.

• Using builder pattern:

from piraye import NormalizerBuilder
from piraye.tasks.normalizer.normalizer_builder import Config

text = "این یک متن تسة اسﺘ       , 24/12/1400 "
normalizer = NormalizerBuilder().alphabet_fa().digit_fa().punctuation_fa().tokenizing().remove_extra_spaces().build()
normalizer.normalize(text)  # "این یک متن تست است ، ۲۴/۱۲/۱۴۰۰"

• Using constructor:

from piraye import NormalizerBuilder
from piraye.tasks.normalizer.normalizer_builder import Config

text = "این یک متن تسة اسﺘ       , 24/12/1400 "
normalizer = NormalizerBuilder([Config.PUNCTUATION_FA, Config.ALPHABET_FA, Config.DIGIT_FA], remove_extra_spaces=True,
                               tokenization=True).build()
normalizer.normalize(text)  # "این یک متن تست است ، ۲۴/۱۲/۱۴۰۰"

Also see other examples

Configs

Other attributes:

• remove_extra_spaces : append multiple spaces together
• tokenization : replace punctuation characters that just are tokens

Development

• Install dependencies with pip install -e .[dev]

License

GNU Lesser General Public License v2.1

Primarily used for software libraries, the GNU LGPL requires that derived works be licensed under the same license, but works that only link to it do not fall under this restriction. There are two commonly used versions of the GNU LGPL.

See LICENSE

About ️

Arusha