model_garden/community-content/vertex_pipeline_kfpv2

Kubeflow pipeline on Vertex

Overview

Theses examples show the codes of KFP v2 with aiplatform SDK

• create endpoint
• train model
• deploy model

Requirements

• Python 3.8
• Vertex on Google Cloud Platform

Quickstart

• Compiler
  • use python to compiler example.py to example.json
• Run
  • Open Vertex on GCP
  • Click 'Pipelines' and create run
  • Click 'Upload file' to upload example.json
  • Select bucket then submit

Cleanup

Following are optional to cleanup

• endpoint
  • Click 'Online prediction'
  • Click 'Actions' to delete endpoint
• model
  • Click 'Model Registry'
  • Click 'More' to delete model