README.md

NOOP Ray-base KubeFlow Pipeline Transformation

Summary

This project allows execution of the noop Ray transform as a KubeFlow Pipeline

The detail pipeline is presented in the Simplest Transform pipeline tutorial

Pipeline file generation

In order to generate a pipeline python file run

make workflow-generate

This will use the pipeline_definitions.yaml to generate the python file of the pipeline. It uses the pipeline generator directory.

Compilation

In order to compile pipeline definitions run

make workflow-build

from the directory. It creates a virtual environment (make workflow-venv) and after that compiles the pipeline definitions in the folder. The virtual environment is created once for all transformers.

Note: the pipelines definitions can be compiled and executed on KFPv1 and KFPv2. Meantime, KFPv1 is our default. If you prefer KFPv2, please do the following:

make clean
export KFPv2=1
make workflow-build

The next steps are described in Deploying a pipeline and Executing pipeline and watching execution results