Install kubeflow pipelines in GCP with knative and kfserving integration

You can use Google Cloud Shell or a local workstation to complete these steps

You'll need the following tools in your development environment. If you are using Cloud Shell, these tools are installed in your environment by default.

• gcloud
• kubectl
• git

Clone repository git clone https://github.com/mtaufikromdony/kubeflow-pipelines-kfserving.git

In the repository describe with 3 files :

• k8s-kubeflow-install.sh : in this file will configure parameter to deploy new GKE cluster and install kubeflow pipelines
• Kfserving-install.sh : in this file will start installing istio as container network, knative, cert manager as prerequisite for kfserving installation
• Uninstall.sh: to uninstall kubeflow pipelines from GKE cluster and will delete the cluster

cd kubeflow-pipelines-kfserving/ chmod +x *.sh

./k8s-kubeflow-install.sh

In order to use an existing cluster the kubectl CLI should be properly authenticated. This can be done with the gcloud CLI tool as follows:

gcloud container clusters get-credentials <your cluster's name>

./kfserving-install.sh

./uninstall.sh