Doc-Digest Flask

TODO

• Add User Roles
• SETUP ADMIN: https://stackoverflow.com/questions/61939800/role-based-authorization-in-flask-login

Resources

https://flask.palletsprojects.com/ https://grobid.readthedocs.io/en/latest/Grobid-service/ https://pypi.org/project/grobid-client

Tutorials

https://www.digitalocean.com/community/tutorials/how-to-add-authentication-to-your-app-with-flask-login https://yasoob.me/posts/how-to-setup-and-deploy-jwt-auth-using-react-and-flask/ https://www.digitalocean.com/community/tutorials/how-to-structure-a-large-flask-application-with-flask-blueprints-and-flask-sqlalchemy

Literature

https://www.analyticsvidhya.com/blog/2019/06/comprehensive-guide-text-summarization-using-deep-learning-python/ https://arxiv.org/pdf/2008.03156v1.pdf https://en.wikipedia.org/wiki/ROUGE_(metric)#:~:text=ROUGE%2C%20or%20Recall%2DOriented%20Understudy,software%20in%20natural%20language%20processing.

👉 Step 1 - Start Grobid Service in Docker

$ docker pull grobid/grobid:0.7.2
$ docker run --rm -p 8070:8070 grobid/grobid:0.7.2

👉 Step 2 - Start Redis Service in Docker

$ docker run -d --name redis-stack-server -p 6379:6379 redis/redis-stack-server:latest

👉 Step 3 - Start Celery Service

$ celery --app apps.tasks worker --loglevel=info

👉 Step 4 Monitor Celery Tasks with Flower

$ celery -A apps.tasks flower --loglevel=info

👉 OR - Start the APP in Docker

$ docker-compose up --build 

Visit http://localhost:5085 in your browser. The app should be up & running.

👉 Set Up for Unix, MacOS

Install modules via VENV

$ virtualenv env
$ source env/bin/activate
$ pip3 install -r requirements.txt

Set Up Flask Environment

$ export FLASK_APP=run.py
$ export FLASK_ENV=development

Start the app

$ flask run
// OR
$ flask run --cert=adhoc # For HTTPS server

At this point, the app runs at http://127.0.0.1:5000/.

👉 Set Up for Windows

Install modules via VENV (windows)

$ virtualenv env
$ .\env\Scripts\activate
$ pip3 install -r requirements.txt

Set Up Flask Environment

$ # CMD 
$ set FLASK_APP=run.py
$ set FLASK_ENV=development
$
$ # Powershell
$ $env:FLASK_APP = ".\run.py"
$ $env:FLASK_ENV = "development"

Start the app

$ flask run
// OR
$ flask run --cert=adhoc # For HTTPS server

At this point, the app runs at http://127.0.0.1:5000/.

✨ Code-base structure (Needs updating)

The project is coded using blueprints, app factory pattern, dual configuration profile (development and production) and an intuitive structure presented bellow:

< PROJECT ROOT >
   |
   |-- apps/
   |    |
   |    |-- dashboard/                           # A simple app that serve HTML files
   |    |    |-- routes.py                  # Define app routes
   |    |
   |    |-- authentication/                 # Handles auth routes (login and register)
   |    |    |-- routes.py                  # Define authentication routes  
   |    |    |-- models.py                  # Defines models  
   |    |    |-- forms.py                   # Define auth forms (login and register) 
   |    |
   |    |-- static/
   |    |    |-- <css, JS, images>          # CSS files, Javascripts files
   |    |
   |    |-- templates/                      # Templates used to render pages
   |    |    |-- includes/                  # HTML chunks and components
   |    |    |    |-- navigation.html       # Top menu component
   |    |    |    |-- sidebar.html          # Sidebar component
   |    |    |    |-- footer.html           # App Footer
   |    |    |    |-- scripts.html          # Scripts common to all pages
   |    |    |
   |    |    |-- layouts/                   # Master pages
   |    |    |    |-- base-fullscreen.html  # Used by Authentication pages
   |    |    |    |-- base.html             # Used by common pages
   |    |    |
   |    |    |-- accounts/                  # Authentication pages
   |    |    |    |-- login.html            # Login page
   |    |    |    |-- register.html         # Register page
   |    |    |
   |    |    |-- dashboard/                      # UI Kit Pages
   |    |         |-- index.html            # Index page
   |    |         |-- 404-page.html         # 404 page
   |    |         |-- *.html                # All other pages
   |    |    
   |  config.py                             # Set up the app
   |    __init__.py                         # Initialize the app
   |
   |-- requirements.txt                     # App Dependencies
   |
   |-- .env                                 # Inject Configuration via Environment
   |-- run.py                               # Start the app - WSGI gateway
   |
   |-- ************************************************************************