Code showing how to use a model based on the ML model base class.

This code is used in this blog post.

The makefile included with this project contains targets that help to automate several tasks.

To download the source code execute this command:

git clone https://github.com/schmidtbri/using-ml-model-abc

Then create a virtual environment and activate it:

# go into the project directory cd using-ml-model-abc make venv source venv/bin/activate

Install the dependencies:

make dependencies

Start the development server:

make start-server

Test the development server with some requests:

make test-models-endpoint make test-metadata-endpoint make test-predict-endpoint

To run the unit test suite execute these commands:

# first install the test dependencies make test-dependencies # run the test suite make test