UnionML demo

Environment Setup

cd unionml_demo
python -m venv ~/venvs/unionml-demo
source ~/venvs/unionml-demo/bin/activate
pip install -r requirements.txt -r requirements-demo.txt

Deployment

To deploy the unionml app:

unionml deploy pictionary_app.main:model

This will upload an image to the unionml repo. For the purposes of this demo, we'll use the same image for the flytekit demo, since it packages all the source code in this directory.

To deploy the flytekit demo:

pyflyte --pkgs flytekit_demo package --image "ghcr.io/unionai-oss/unionml:<tag>"
flytectl register files -c ./config/config-remote.yaml --project unionml --domain development --archive flyte-package.tgz --version <version>

Start the Demo

Start a jupyter lab server:

jupyter lab

Go to jupyter lab on your browser and open demo.ipynb and run the code!