Best Flask open-source libraries and packages

Nlp_service

Pet project for lerning Flask+SqlAlchemy+Migrations(alembic)+nlp
Updated 3 years ago

NLP_SERVICE

Test flask project with SQLalchemy migrations and neural networks

Run dev server as is:

# Clone repo
$ git clone git@github.com:powersemmi/nlp_service.git && cd nlp_service
# Install requarements
$ pip install -r req.txt
# Edit configure file
$ vim .env
# Up postgres and adminer docker containers
$ cd docker/postgres && docker-compose up -d && cd ../../
# Run tests
$ cd tests && pytest && ../
# Run migration init, migrate, upgrade
$ ./nlp_service db init && ./nlp_service db migrate && ./nlp_service upgrade 
# Run app
$ flask run
 * Running on http://127.0.0.1:5000/

Requirements

  • Python 3.8
  • PyTest
  • Alembic
  • SqlAlchemy
  • Flask
  • Flask-Migration
  • Flask-Script
  • Flask-SqlAlchemy
  • docker
  • docker-compose
  • Pandas
  • PyTorch
  • Tensorflow
  • Keras
  • python-dotenv

For Windows recommended wsl2