bilal-rh / kubeflow-examples

kubeflow-examples

This repo is intended to provide examples for different features of kubeflow pipelines on OpenShift.

Quick Start

1. Install the RHODS operator via Operator Hub
2. Create a data science project
3. Create a DSPA instance in your project:

   oc apply -f manifests/dataSciencePipelineApplication.yaml
   

4. Deploy any additional resources required for specific examples in the manifests folder.
5. Create the .env file
   • Copy the example.env file to .env
   • Update the storage class if you are not utilizing ODF
   • Update the KUBEFLOW_ENDPOINT url with the URL for your instance of the data science pipeline instance:

     route=$(oc get route ds-pipeline-pipelines-definition -o=jsonpath='{.spec.host}')
     echo "https://${route}"

   • Get your token by logging into ocp via oc and running the following command and setting the result as BEARER_TOKEN:

     oc whoami --show-token

6. Create and activate a virtual environment:
   • If not already installed, install pipenv:

     pip install pipenv
     

   • Install packages in a venv

     pipenv install --dev
     

   • Activate the venv

     pipenv shell
     

Your environment should be all ready to go. Try out the first pipeline by running:

python pipelines/00_compiled_pipeline.py