fyp-webapp-server

Final Year Project's backend using Python FastAPI framework and Celery to serve Tensorflow Model

Built With

• FastAPI
• Celery
• Redis

Prerequisites

• Python 3.7.11, install specific Python version using pyenv

  pyenv install -v 3.7.11
  pyenv global 3.7.11

• Redis installed on your machine

Installation

1. Clone the repo

   git clone https://github.com/weiran0630/fyp-fastapi-celery.git

2. Create and startup Python virtual environment

   pip3 install virtualenv
   virtualenv .venv
   source .venv/bin/activate

3. Install Python packages

   pip install -r requirement.txt

Run apps locally using Heroku CLI

1. Set up local environment variables

   touch .env
   open .env

   Here’s an example .env file:

   REDIS_TLS_URL=rediss://
   REDIS_URL=redis://
   

2. Start up Redis server

   redis-server

3. Locally start all of the process types that are defined in Procfile

   heroku local

Test and document your API using OpenAPI Swagger

• Open your browser and navigate: http://localhost:5000/docs