/python-miniconda

An example repository utilizing the Docker container registry for Anaconda packages.

Primary LanguagePython

Miniconda on Heroku Example App

This repository contains two things:

  • A Dockerfile, which installs scikit-learn with miniconda, and a few pip dependencies.
  • A Flask webapp, which utilizes basic functionality of scikit-learn.

All Anaconda packages are supported—scikit-learn is just being used here as an example.

☤ Advantages over Conda Buildpack:

  • No slug size limit (Anaconda packages can be very large).
  • Exact Miniconda environment, from Continuum Analytics.

☤ Deploy this Application:

Deploy with the Container Registry and Runtime:

 $ heroku plugins:install heroku-container-registry
 $ heroku container:login
 
 $ git clone https://github.com/heroku-examples/python-miniconda
 $ cd python-miniconda
 
 $ heroku create
 $ heroku container:push

✨🍰✨