kubeflow-examples

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

Quick Start

Create a DSPA instance in your project:

oc apply -f manifests/dataSciencePipelineApplication.yaml

Deploy any additional resources required for specific examples in the manifests folder.
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
```
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