Arabic-Stemmers

Arabic-Stemmers is a proxy that allows access to market arabic stemmers.

Installation:

pip install -r requirement.txt

Availbale Stemmers:

Al Khalil Morpho Sys Stemmer

Al Khalil Stemmer

Requirements:

requests package : https://pypi.org/project/requests/ beautifulsoup4 package: https://pypi.org/project/beautifulsoup4/

 # -*- coding: utf-8 -*-
import alkhalilMorphoSysStemmer

# unicode input
string = 'مكتبة لمعالجة الكلمات العربية  وتجذيعها'
# return an array
stems_list = alkhalilMorphoSysStemmer.stem(string)

Arabic-Stemming-Toolkit AST (Three (3) stemming algorithms)

AST

Requirements:

Java Runtime Envionment (JRE)

Algorithm 1

 # -*- coding: utf-8 -*-

from arabicStemmingToolkitAlgo1 import ArabicStemmingToolkitStemmerAlgo1 as ast_algo1_stemmer

# unicode input
string = 'مكتبة لمعالجة الكلمات العربية  وتجذيعها'
# return an array
stems_list = ast_algo1_stemmer.stem(ast_algo1_stemmer, string)

Algorithm 2

 # -*- coding: utf-8 -*-

from arabicStemmingToolkitAlgo2 import ArabicStemmingToolkitStemmerAlgo2 as ast_algo2_stemmer

# unicode input
string = 'مكتبة لمعالجة الكلمات العربية  وتجذيعها'
# return an array
stems_list = ast_algo2_stemmer.stem(ast_algo2_stemmer, string)

Algorithm 3

 # -*- coding: utf-8 -*-

from arabicStemmingToolkitAlgo3 import ArabicStemmingToolkitStemmerAlgo3 as ast_algo3_stemmer

# unicode input
string = 'مكتبة لمعالجة الكلمات العربية  وتجذيعها'
# return an array
stems_list = ast_algo3_stemmer.stem(ast_algo3_stemmer, string)

ArabicProcessingCog

ArabicProcessingCog

# -*- coding: utf-8 -*-

import arabicProcessingCogStemmer

string = 'مكتبة لمعالجة الكلمات العربية  وتجذيعها'
# return an array
stems_list = arabicProcessingCogStemmer.stem(string)

Assem's Arabic Light Stemmer

Assem's stemmer

Requirements:

snowballStemmer : https://www.arabicstemmer.com/python

# -*- coding: utf-8 -*-

import assemsArabicLightStemmer

# unicode input
string = u'مكتبة لمعالجة الكلمات العربية  وتجذيعها'
# return an array
stems_list = assemsArabicLightStemmer.stem(string)

FARASA

farasa

Requirements:

Java Runtime Envionment (JRE)

 # -*- coding: utf-8 -*-

from farasaStemmer import FarasaStemmer as farasa_stemmer

# unicode input
string = u'مكتبة لمعالجة الكلمات العربية  وتجذيعها'
# return an array
stems_list = farasa_stemmer.stem(farasa_stemmer, string)

lucene-arabic-analyzer

lucene-arabic-analyzer

Requirements:

Java Runtime Envionment (JRE)

 # -*- coding: utf-8 -*-

from luceneArabicAnalyzerStemmer import LuceneArabicAnalyzerStemmer as lucene_arabic_analyzer_stemmer

# unicode input
string = u'مكتبة لمعالجة الكلمات العربية  وتجذيعها'
# return an array
stems_list = lucene_arabic_analyzer_stemmer.stem(lucene_arabic_analyzer_stemmer, string)

Natural Language Toolkit: The ISRI Arabic Stemmer

ISRI Stemmer

Requirements:

nltk package : https://pypi.org/project/nltk/

 # -*- coding: utf-8 -*-

import ntlkIsriStemmer

# unicode input
string = u'مكتبة لمعالجة الكلمات العربية  وتجذيعها'
# return an array
stems_list = ntlkIsriStemmer.stem(string)

Qutuf (قُطُوْف)

Qutuf Repository

Qutuf as a Service

Requirements:

requests package : https://pypi.org/project/requests/

# -*- coding: utf-8 -*-

import qutufStemmer

# unicode input
string = 'السلام عليكم'
# return an array
stems_list = qutufStemmer.stem(string)

Shereene Khoja Stemmer

Requirements:

Java Runtime Envionment (JRE)

 # -*- coding: utf-8 -*-

from shereenKhojaStemmer import ShereenKhojaStemmer as shereen_khoja_stemmer

# unicode input
string = 'مكتبة لمعالجة الكلمات العربية  وتجذيعها'
# return an array
stems_list = shereen_khoja_stemmer.stem(shereen_khoja_stemmer, string)

Tashaphyne: Arabic Light Stemmer

Tashaphyne

Requirements:

Tashaphyne package : https://pypi.org/project/Tashaphyne/

# -*- coding: utf-8 -*-

import tashaphyneStemmer

# unicode input
string = u'مكتبة لمعالجة الكلمات العربية  وتجذيعها'
# return an array
stems_list = tashaphyneStemmer.stem(string)