Machine Learning Microservice API

Machine Learning Microservice API

Summary

This project contains a web application to predict prizes based un machine learning algorithms based on some data. It also contains all the necessary configuration to run the application within a docker container and within a kubernetes cluster.

How to run the Python scripts

You can either run the application via python3 app.py to run it locally, but you're encouraged to run it within a containerized environment. Please refer to the run_docker.sh and run_kubernetes.sh scripts.

Run web app

Perform:

make run

It will run the python app in port 80.

Files in the project

• run_docker.sh running the application within docker.
• run_kubernetes running the application within kubernetes cluster.
• make_prediction.sh once the application is running, this script makes a request to the web server.