Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/linuxscout/mishkal
Mishkal is an arabic text vocalization software
https://github.com/linuxscout/mishkal
arabic natural-language-processing python webapp
Last synced: 4 days ago
JSON representation
Mishkal is an arabic text vocalization software
- Host: GitHub
- URL: https://github.com/linuxscout/mishkal
- Owner: linuxscout
- License: gpl-3.0
- Created: 2014-05-20T17:47:36.000Z (over 10 years ago)
- Default Branch: master
- Last Pushed: 2023-07-07T18:33:54.000Z (over 1 year ago)
- Last Synced: 2024-09-16T02:24:49.620Z (3 months ago)
- Topics: arabic, natural-language-processing, python, webapp
- Language: Python
- Homepage:
- Size: 64.7 MB
- Stars: 272
- Watchers: 23
- Forks: 66
- Open Issues: 14
-
Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
- License: LICENSE
- Citation: CITATION.cff
- Support: support/spellcheck/__init__.py
Awesome Lists containing this project
README
# Mishkal
Mishkal Arabic text vocalization software مشكال لتشكيل النصوص العربية
[](https://github.com/linuxscout/mishkal/stargazers)
[](https://github.com/linuxscout/mishkal/network)
[](https://github.com/linuxscout/mishkal/issues)
[](http://sourceforge.org/projects/mishkal)
[](http://sourceforge.org/projects/mishkal)
[](https://github.com/linuxscout/mishkal/blob/master/LICENSE)
Developpers: Taha Zerrouki: http://tahadz.com
taha dot zerrouki at gmail dot com
Features | value
---------|---------------------------------------------------------------------------------
Authors | [Authors.md](https://github.com/linuxscout/mishkal/master/AUTHORS.md)
Release | 1.10 Bouira
License |[GPL](https://github.com/linuxscout/mishkal/master/LICENSE)
Tracker |[linuxscout/mishkal/Issues](https://github.com/linuxscout/mishkal/issues)
Mailinglist |[](http://groups.google.com/group/mishkal/)
Website |[tahadz.com/mishkal](http://www.tahadz.com/mishkal/)
Source |[Github](http://github.com/linuxscout/mishkal)
Download |[sourceforge](http://mishkal.sourceforge.net)
Feedbacks |[Comments](http://tahadz.com/mishkal/contact)
Accounts |[@Facebook](https://www.facebook.com/mishkalarabic) [@Twitter](https://twitter.com/linuxscout) [@Sourceforge](http://sourceforge.net/projectsmishkal/)
## Table of Contents
- [Citation](#Citation)
- [Install](#Install)
- [Python lib](#Python-lib)
- [Install from github](#Install-from-github)
- [Requirments](#Requirments)
- [Usage]()
- [GUI](#GUI)
- [Web server (linux, windows)](#Web-server-(linux,windows))
- [Console (linux/windows)](Console-(linux/windows))
- [Library](#Library)
- [Example](#Example)
- [JSON connection API التشكيل عن بعد](#JSON-connection-API-التشكيل-عن-بعد)
- [How does Mishkal work](#How-does-Mishkal-work)
- [Featured Posts](#Featured-Posts)
## Citation
**Please**, if you want to cite this software use the following citation
```bibtex
@thesis{zerrouki2020adawat,
author = {Taha Zerrouki},
title = {Towards An Open Platform For Arabic Language Processing},
type = {PhD thesis},
institution = {Ecole Nationale Supérieure d'informatique, Alger, Algérie},
date = {2020},
}
```
## Install
You can Install Mishkal as library or Software
### Python lib
```
pip install mishkal
```
### Install from github
1. Clone mishkal project from GitHub:
```
git clone https://github.com/linuxscout/mishkal.git
```
2. Install necessary packages:
```
pip install -r miskal/requirements.txt
```
## Requirments
- pyarabic : basic arabic library
- sylajone : aranasyn syntaxical analyzer
- arramooz : arabic morphological dictionary
- asmai : semantic analyzer
- CodernityDB : pure python, fast, NoSQL database, used as cache system to minimize load of morphological analyzer
- collocations : collocation library ( deprecated)
- libqutrub : verb conjugation library used by morphological analyzer
- maskouk : collocation library
- naftawayh : word tag library
- qalsadi ; morphological analyzer
- tashaphyne : light stemmer used by morphological analyzer
## Usage
Mishkal provides:
* Console command line
* python library
* GUi interface
* Web interface
* API interface
### GUI:
* Windows:
```MishkalGui.exe```
* GUI: Linux
```
python interfaces/gui/mishkal-gui.py
```
### Web server (linux, windows)
``` python3 interfaces/web/mishkal-webserver```
* serving on 0.0.0.0:8080 view at http://127.0.0.1:8080
* open in your browser the URL: http://127.0.0.1:8080
### Console (linux/windows)
```shell
$ python3 bin/mishkal-console.py -f filename
Usage: bin/mishal-console.py -f filename [OPTIONS]
bin/mishal-console.py 'السلام عليكم' [OPTIONS]
[-f | --file = filename] input file
[-o | --outfile = filename] output file to write vocalized text to, '$FILENAME (Tashkeel).txt' by default
[-h | --help] outputs this usage message
[-v | --version] program version
[-p | --progress] display progress status
[-a | --verbose] enable verbosity
* Tashkeel Actions
-------------------
[-r | --reduced] Reduced Tashkeel.
[-s | --strip] Strip tashkeel (remove harakat).
[-c | --compare] compare the vocalized text with the program output
* Tashkeel Options
------------------
[-l | --limit] vocalize only a limited number of line
[-x | --syntax] disable syntaxic analysis
[-m | --semantic] disable semantic analysis
[-g | --train] enable training option
[-i | --ignore] ignore the last Mark on output words.
[-t | --stat] disable statistic tashkeel
This program is licensed under the GPL License
```
#### Example:
```python
>>> import mishkal.tashkeel
>>> vocalizer = mishkal.tashkeel.TashkeelClass()
>>> text = u"تطلع الشمس صباحا"
>>> vocalizer.tashkeel(text)
' تَطْلُعُ الشَّمْسُ صَبَاحًا'
>>>
```
### JSON connection API التشكيل عن بعد
يمكن استدعاء خدمة الموقع عبر مكتبة جيسون json و ajax من أي موقع، ويمكنك استعمالها في موقعك.
* طريقة الاستدعاء
1- باستعمال تقنية json مع مكتبة Jquery
```javascript
$().ready(function() {
$.getJSON("http://tahadz.com/mishkal/ajaxGet", {text:"السلام عليكم\nاهلا بكم\nكيف حالكم", action:"TashkeelText"},
function(data) {
$("#result").text(data.result);
});
});
```
الاستدعاء يكون كما يأتي
```javascript
$.getJSON("http://tahadz.com/mishkal/ajax...", {text:"السلام عليكم\nاهلا بكم\nكيف حالكم", action:"TashkeelText"},
```
حيث
* **text**: النص المطلوب تشكيله.
* **action**: العملية المطلوبة وهنا هي TashkeelText.
النتيجة تكون من الشكل
```javascript
{"result": " السّلامُ عَلَيكُمْ اهلا بِكُمْ كَيْفَ حالُكُمْ", "order": "0"}
```
حيث
* **result**: النص الناتج المشكول.
* **order**: رقم السطر في النص الأصلي، فإذا كان النص الأصلي كبيرا يقسمه المشكال لعدد من الاسطر، وقد لا يرجعون في نفس الترتيب، لذا حددنا رقم الترتيب.
## How does Mishkal work:
Mishkal use a rule based method to detect relations and diacritics,
First, it analyzes all morphological cases, it generates all possible diacritized word forms, by detecting all affixes and check it in a dictionary. second, It add word frequency to each word.
The two previous steps are made by support/Qalsadi ( arabic morphological analyzer), the used dictionary is a separated project named 'Arramooz: arabic dictionnary for morphology".
Third, we use a syntax analyzer to detect all possible relations between words. The syntax library is named support/ArAnaSyn. This analyzer is basic for the moment, it use only linear relations between adjacent words.
Forth, all data generated and relations will be analyzed semantically, to detect semantic relation in order to reduce ambiguity. The use libary is support/asmai ( Arabic semantic analysis). The semantic relations extraction is based on corpus. The used corpus is named "Tashkeela: arabic vocalized texts corpus".
In the final stage, The module mishkal/tashkeel tries to select the suitable word in the context,
it tries to get evidents cases, or more related cases, else, it tries to select more probable case, using some rules like select a stop word by default, or select Mansoub case by default.
The rest of program provides functions to handles interfaces and API with web/desktop or command line
## Featured Posts
* كيفية شكيل الحروف والكلمات أو حتى نصوص باللغة العربية في ثواني من خلال متصفحك- [رضا بوربعة](http://www.th3professional.com/2015/09/blog-post_36.html)
* خدمة عربية جديدة : تشكيل النصوص العربية [Sam Hamou](http://3-arabi.blogspot.com/2015/05/mishkal-arabic-3arabi.html)
* إطلاق الإصدار التجريبي برنامج مشكال لتشكيل النصوص العربية
[Zaid AlSaadi](http://itwadi.com/node/2184)
* مشكال: الطريق نحو التشكيل [مدونة اليراع](https://tahadz.wordpress.com/2011/07/08/mishkal00/)
* مشكال لتشكيل النصوص العربية: إطلاق واجهة سطح المكتب [مدونة اليراع](https://tahadz.wordpress.com/2012/01/07/mishkaldesktop/)
* تعرّف على مشاريع “تحدّث” .. مشاريعٌ للغةٍ عظيمة [محمد هاني صباغ](http://www.arageek.com/tech/2014/11/28/tahdz-new-services-for-arabic-writing.html)