To deploy Kubeflow Pipelines in an existing cluster, follow the instruction in here.
Install kfp-server-api package (python 3.6 above) by running:
python3 -m pip install kfp-server-api==2.0.0-alpha.1 --upgrade
Refer to:
NOTE, kfp python SDK is NOT included and released separately.