swiftdiaries

gcloud auth login
gcloud config set project [your-project-id]

# Set your default zone.
gcloud config set compute/zone us-central1-a

# Create a cluster
CLUSTER_NAME=[YOUR-CLUSTER-NAME]
gcloud container clusters create $CLUSTER_NAME \
  --zone us-central1-a \

swiftdiaries

kubectl apply --filename https://gist.githubusercontent.com/swiftdiaries/04847b5dc194df0e1357441054bd240d/raw/2f84e8b9addb2b605a4d4742cc33aef820e2177e/Istio%2520installation%2520YAML

# Create a kubeflow namespace
kubectl create ns kubeflow

# Set label to enable istio-injection on the kubeflow namespace
kubectl label namespace kubeflow istio-injection=enabled

# Ensure Istio pods are Running or Completed.
kubectl get pods -n istio-system --watch

swiftdiaries

# Istio is required for pipelines
# [Install istio](https://gist.github.com/swiftdiaries/45be0f72c420b3b7ffd7671efa9e5d3c)

# Grab the (latest release of the pipelines)[https://github.com/kubeflow/pipelines/releases]
export PIPELINE_VERSION=0.1.6

# Download the bootstrapper job.
curl https://storage.googleapis.com/ml-pipeline/release/$PIPELINE_VERSION/bootstrapper.yaml --output bootstrapper.yaml

# Update additional parameters in bootstrapper.yaml

swiftdiaries

kubectl apply --filename https://gist.githubusercontent.com/swiftdiaries/04847b5dc194df0e1357441054bd240d/raw/2f84e8b9addb2b605a4d4742cc33aef820e2177e/Istio%2520installation%2520YAML

# Create a kubeflow namespace
kubectl create ns kubeflow

# Set label to enable istio-injection on the kubeflow namespace
kubectl label namespace kubeflow istio-injection=enabled

ks init pipeline-ks-app --env on-prem --namespace kubeflow --skip-default-registries
cd pipeline-ks-app

swiftdiaries

---
# PATCH #1: Creating the istio-system namespace.
apiVersion: v1
kind: Namespace
metadata:
  name: istio-system
  labels:
    istio-injection: disabled
# PATCH #1 ends.
---

swiftdiaries

# Copyright 2018 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#      http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,

swiftdiaries

kind: PersistentVolumeClaim
apiVersion: v1
metadata:
  name: nfs
  namespace: kubeflow
spec:
  accessModes:
  - ReadWriteMany
  storageClassName: nfs
  resources:

swiftdiaries

kind: PersistentVolumeClaim
apiVersion: v1
metadata:
  name: default-workspace
spec:
  accessModes:
  - ReadWriteOnce
  storageClassName: nfs
  resources:
    requests:

swiftdiaries

# For clusters with the default Storage Class named 'standard'
# This is true for Cisco Container Platform and Google Kubernetes Engine clusters
helm init --service-account=tiller
helm repo update
helm install stable/nfs-server-provisioner --name kf-nfs-storageclass \
  --set=persistence.enabled=true,persistence.storageClass=standard,persistence.size=200Gi
# For clusters with the default Storage Class named 'default'
# This is for Azure clusters
helm init --service-account=tiller
helm repo update

swiftdiaries

apiVersion: extensions/v1beta1
kind: Deployment
metadata:
  name: bolts-launcher
spec:
  template:
    metadata:
        labels:
          app: "notebook-launcher"
    spec: