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feature-engineering-api's Introduction

Feature-Engineering-API

πƒπ¨πœπ€πžπ« π‚π¨π¦π©π¨π¬πž with π”π―π’πœπ¨π«π§ and π…πšπ¬π­π€ππˆ

STACK

Used stack:

  • Pythonβœ…
  • FastAPI βœ…
  • Docker Compose βœ…
  • Uvicorn βœ…

πŸ“ FILES HIERARCHY

api
β”‚   Dockerfile    
β”‚   docker-compose.yml   
β”‚
└───app
β”‚   β”‚    __init__.py
β”‚   β”‚    cvas_data.json
β”‚   β”‚    feat_eng.py
β”‚   β”‚    main.py

ENDPOINTS

Endpoint for feature engineeering (http://localhost:8008/features)

Feature Engineering Endpoint returns the featured engineered Data

Endpoint for API Status (http://localhost:8008/api_status)

The API Status Endpoint returns the availability of the Api

DOCKERIZING THE APP

Creating the Docker Compose Container

docker-compose build

Running the Docker Compose Container

docker-compose up -d

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