Python plagiarism

A python package to detect plagiarism in document

Requirements

• Python == 3.8
• scikit-learn

Installation, run and testing

Using pip

pip install git+https://github.com/u2rafi/python-plagiarism.git

Using source

git clone https://github.com/u2rafi/python-plagiarism.git
cd python-plagiarism
python setup.py install

Using plagiarism as a package

>>> from plagiarism.core import Plagiarism
>>> from plagiarism.source import DataSetSource
>>> src = DataSetSource('plagiarism/dataset')
>>> plg = Plagiarism(source=src)
# get similarity percentage in number (float)
>>> plg.compare('Big bang').get() 
# matching with dataset (multiple files)
>>> plg.compare('Big bang').getlist()  

Running web application

Run locally

python -m plagiarism.cli runserver -h 0.0.0.0 -p 5000

Docker and docker compose

# docker 
cd python-plagiarism
docker build -t plagiarism .
docker run -p 5000:5000 plagiarism:latest

# docker compose
docker-compose up -d --build

Kubernetes

kubectl apply -f kubernetes-deployment.yml -n default

Using commandline

plagiarize compare --file test_input.txt
plagiarize runserver

Testing

Test cases are in .tests directory

Test using pytest

python3 -m pytest tests

With cov

pytest --cov=plagiarism .

python-plagiarism app deployed in heroku

A python-plagiarism app has been deployed in heroku docker and can be accessed using this link

https://python-plagiarism.herokuapp.com/