Kubeflow Pipelines

Install a Python 3.x environment.

Instructions for Linux

Download pre-requisites

sudo apt-get update; sudo apt-get install -y curl bzip2

Install Miniconda

curl -L -O https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh
bash Miniconda3-latest-Linux-x86_64.sh

Restart your terminal session.

Verify that conda is added to your path.

which conda
Sample Output

/home/ubuntu/miniconda3/bin/conda

Create a new Python 3 environment

conda create --name mlpipeline python=3.7

Activate the new enviroment.

conda activate mlpipeline

Install Kubeflow Pipelines SDK

pip install \
    https://storage.googleapis.com/ml-pipeline/release/latest/kfp.tar.gz --upgrade