Add support for Standalone KFP on AWS

manifests/kustomize/README.md

@@ -8,7 +8,6 @@ To install Kubeflow Pipelines, you have several options.
 - Via [GCP AI Platform UI](http://console.cloud.google.com/ai-platform/pipelines).
 - Via an upcoming commandline tool.
 - Via Kubectl with Kustomize, it's detailed here.
-  - Community maintains a repo [here](https://github.com/e2fyi/kubeflow-aws/tree/master/pipelines) for AWS.
 
 ## Install via Kustomize
 
@@ -51,6 +50,13 @@ Its storage is based on CloudSQL & GCS. It's better than others for production u
 
 Please following [sample](sample/README.md) for a customized installation.
 
+### Option-4 Install it to AWS with S3 and RDS MySQL
+Its storage is based on S3 & AWS RDS. It's more natural for AWS users to use this option.
+
+Please following [AWS Instructions](env/aws/README.md) for installation.
+
+Note: Community maintains a repo [e2fyi/kubeflow-aws](https://github.com/e2fyi/kubeflow-aws/tree/master/pipelines) for AWS.
+
 ## Uninstall
 
 If the installation is based on CloudSQL/GCS, after the uninstall, the data is still there,

manifests/kustomize/env/aws/OWNERS

@@ -0,0 +1,3 @@
+approvers:
+  - Jeffwan
+  - PatrickXYS

manifests/kustomize/env/aws/README.md

@@ -0,0 +1,82 @@
+# Sample installation
+
+1. Create an EKS cluster and setup kubectl context
+
+Using configuration file to simplify EKS cluster creation process:
+```
+apiVersion: eksctl.io/v1alpha5
+kind: ClusterConfig
+metadata:
+  name: kfworkshop
+  region: us-west-2
+  version: '1.17'
+# If your region has multiple availability zones, you can specify 3 of them.
+availabilityZones: ["us-west-2b", "us-west-2c", "us-west-2d"]
+
+# NodeGroup holds all configuration attributes that are specific to a nodegroup
+# You can have several node group in your cluster.
+nodeGroups:
+  - name: cpu-nodegroup
+    instanceType: m5.xlarge
+    desiredCapacity: 2
+    minSize: 0
+    maxSize: 4
+    volumeSize: 50
+    # ssh:
+    #   allow: true
+    #   publicKeyPath: '~/.ssh/id_rsa.pub'
+
+  # Example of GPU node group
+  - name: Tesla-V100
+    instanceType: p3.8xlarge
+    # Make sure the availability zone here is one of cluster availability zones.
+    availabilityZones: ["us-west-2b"]
+    desiredCapacity: 0
+    minSize: 0
+    maxSize: 4
+    volumeSize: 50
+    # ssh:
+    #   allow: true
+    #   publicKeyPath: '~/.ssh/id_rsa.pub'
+```
+Run this command to create EKS cluster
+```
+eksctl create cluster -f cluster.yaml
+```
+
+2. Prepare S3
+
+Create S3 bucket. [Console](https://console.aws.amazon.com/s3/home).
+
+Run this command to create S3 bucket by changing `<YOUR_S3_BUCKET_NAME>` to your prefer s3 bucket name.
+
+```
+export S3_BUCKET=<YOUR_S3_BUCKET_NAME>
+export AWS_REGION=us-west-2
+aws s3 mb s3://$S3_BUCKET --region $AWS_REGION
+```
+
+3. Prepare RDS
+
+Follow this [doc](https://www.kubeflow.org/docs/aws/rds/#deploy-amazon-rds-mysql-in-your-environment) to set up AWS RDS instance.
+
+4. Customize your values
+- Edit [params.env](params.env), [secret.env](secret.env) and [minio-artifact-secret-patch.env](minio-artifact-secret-patch.env)
+
+5. Install
+
+```
+kubectl apply -k ../../cluster-scoped-resources
+
+kubectl wait crd/applications.app.k8s.io --for condition=established --timeout=60s
+
+kubectl apply -k ./
+# If upper one action got failed, e.x. you used wrong value, try delete, fix and apply again
+# kubectl delete -k ./
+
+kubectl wait applications/mypipeline -n kubeflow --for condition=Ready --timeout=1800s
+
+kubectl port-forward -n kubeflow svc/ml-pipeline-ui 8080:80
+```
+
+Now you can access via `localhost:8080`

manifests/kustomize/env/aws/aws-configuration-patch.yaml

@@ -0,0 +1,61 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: ml-pipeline-ui
+spec:
+  template:
+    metadata:
+      labels:
+        app: ml-pipeline-ui
+    spec:
+      volumes:
+        - name: config-volume
+          configMap:
+            name: ml-pipeline-ui-configmap
+      containers:
+        - name: ml-pipeline-ui
+          env:
+            - name: AWS_ACCESS_KEY_ID
+              valueFrom:
+                secretKeyRef:
+                  name: mlpipeline-minio-artifact
+                  key: accesskey
+            - name: AWS_SECRET_ACCESS_KEY
+              valueFrom:
+                secretKeyRef:
+                  name: mlpipeline-minio-artifact
+                  key: secretkey
+
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: ml-pipeline
+spec:
+  template:
+    metadata:
+      labels:
+        app: ml-pipeline
+    spec:
+      containers:
+        - env:
+            - name: OBJECTSTORECONFIG_SECURE
+              value: "true"
+            - name: OBJECTSTORECONFIG_BUCKETNAME
+              valueFrom:
+                configMapKeyRef:
+                  name: pipeline-install-config
+                  key: bucketName
+            - name: OBJECTSTORECONFIG_HOST
+              valueFrom:
+                configMapKeyRef:
+                  name: pipeline-install-config
+                  key: minioServiceHost
+            - name: OBJECTSTORECONFIG_REGION
+              valueFrom:
+                configMapKeyRef:
+                  name: pipeline-install-config
+                  key: minioServiceRegion
+            - name: OBJECTSTORECONFIG_PORT
+              value: ""
+          name: ml-pipeline-api-server

manifests/kustomize/env/aws/config

@@ -0,0 +1,23 @@
+{
+namespace: $(kfp-namespace),
+executorImage: gcr.io/ml-pipeline/argoexec:v2.7.5-license-compliance,
+containerRuntimeExecutor: $(kfp-container-runtime-executor),
+artifactRepository:
+{
+    s3: {
+        bucket: $(kfp-artifact-bucket-name),
+        keyPrefix: artifacts,
+        endpoint: s3.amazonaws.com,
+        insecure: true,
+        accessKeySecret: {
+            name: mlpipeline-minio-artifact,
+            key: accesskey
+        },
+        secretKeySecret: {
+            name: mlpipeline-minio-artifact,
+            key: secretkey
+        }
+    },
+    archiveLogs: true
+}
+}

manifests/kustomize/env/aws/kustomization.yaml

@@ -0,0 +1,33 @@
+apiVersion: kustomize.config.k8s.io/v1beta1
+kind: Kustomization
+namespace: kubeflow
+bases:
+- ../../env/platform-agnostic
+configMapGenerator:
+- name: pipeline-install-config
+  env: params.env
+  behavior: merge
+- name: workflow-controller-configmap
+  behavior: replace
+  files:
+  - config
+- name: ml-pipeline-ui-configmap
+  behavior: replace
+  files:
+  - viewer-pod-template.json
+secretGenerator:
+- name: mysql-secret
+  env: secret.env
+  behavior: merge
+- name: mlpipeline-minio-artifact
+  env: minio-artifact-secret-patch.env
+  behavior: merge
+generatorOptions:
+  disableNameSuffixHash: true
+patchesStrategicMerge:
+- aws-configuration-patch.yaml
+# Identifier for application manager to apply ownerReference.
+# The ownerReference ensures the resources get garbage collected
+# when application is deleted.
+commonLabels:
+  application-crd-id: kubeflow-pipelines

manifests/kustomize/env/aws/minio-artifact-secret-patch.env

@@ -0,0 +1,2 @@
+accesskey=YOUR_AWS_ACCESS_ID
+secretkey=YOUR_AWS_SECRET_KEY

manifests/kustomize/env/aws/params.env

@@ -0,0 +1,5 @@
+dbHost=YOUR_RDS_ENDPOINT
+
+bucketName=YOUR_S3_BUCKET_NAME
+minioServiceHost=s3.amazonaws.com
+minioServiceRegion=YOUR_AWS_REGION

manifests/kustomize/env/aws/secret.env

@@ -0,0 +1,2 @@
+username=YOUR_RDS_USERNAME
+password=YOUR_RDS_PASSWORD

manifests/kustomize/env/aws/viewer-pod-template.json

@@ -0,0 +1,37 @@
+{
+  "spec": {
+    "containers": [
+      {
+        "env": [
+          {
+            "name": "AWS_ACCESS_KEY_ID",
+            "valueFrom": {
+              "secretKeyRef": {
+                "name": "mlpipeline-minio-artifact",
+                "key": "accesskey"
+              }
+            }
+          },
+          {
+            "name": "AWS_SECRET_ACCESS_KEY",
+            "valueFrom": {
+              "secretKeyRef": {
+                "name": "mlpipeline-minio-artifact",
+                "key": "secretkey"
+              }
+            }
+          },
+          {
+            "name": "AWS_REGION",
+            "valueFrom": {
+              "configMapKeyRef": {
+                "name": "pipeline-install-config",
+                "key": "minioServiceRegion"
+              }
+            }
+          }
+        ]
+      }
+    ]
+  }
+}