[CLOUD-769] Improve guide on AKS setup

docs/setup_installation/azure/getting_started.md

@@ -24,78 +24,129 @@ To run all the commands on this page the user needs to have at least the followi
 
 You will also need to have a role such as *Application Administrator* on the Azure Active Directory to be able to create the hopsworks.ai service principal.
 
-## Step 1: Azure AKS Setup
+## Step 1: Azure Kubernetes Service (AKS) Setup
 
 ### Step 1.1: Create an Azure Blob Storage Account
 
 Create a storage account to host project data. Ensure that the storage account is in the same region as the AKS cluster for performance and cost reasons:
 
 ```bash
-az storage account create --name $storage_account_name --resource-group $resource_group --location $region
+az storage account create --name $STORAGE_ACCOUNT_NAME --resource-group $RESOURCE_GROUP --location $REGION
 ```
 
-Also create a corresponding container:
+Also, create the corresponding container:
 
 ```bash
-az storage container create --account-name $storage_account_name --name $container_name
+az storage container create --account-name $STORAGE_ACCOUNT_NAME --name $CONTAINER_NAME
 ```
 
-
 ### Step 1.2: Create an Azure Container Registry (ACR)
 
 Create an ACR to store the images used by Hopsworks:
 
 ```bash
-az acr create --resource-group $resource_group --name $registry_name --sku Basic --location $region
+az acr create --resource-group $RESOURCE_GROUP --name $CONTAINER_REGISTRY_NAME --sku Basic --location $REGION
+
+export ACR_ID=`az acr show --name $CONTAINER_REGISTRY_NAME --resource-group $RESOURCE_GROUP --query "id" --output tsv`
 ```
 
-### Step 1.3: Create an AKS Kubernetes Cluster
+### Step 1.3: Create a User-Assigned Managed Identity
 
-Provision an AKS cluster with a number of nodes:
+Create a user-assigned managed identity to grant AKS access to the storage account and container registry:
 
 ```bash
-az aks create --resource-group $resource_group --name $cluster_name --enable-cluster-autoscaler --min-count 1 --max-count 4 --node-count 3 --node-vm-size Standard_D16_v4 --network-plugin azure --enable-managed-identity --generate-ssh-keys
+az identity create --name $UA_IDENTITY_NAME --resource-group $RESOURCE_GROUP
+
+export UA_IDENTITY_PRINCIPAL_ID=`az identity show --name $UA_IDENTITY_NAME --resource-group $RESOURCE_GROUP --query principalId --output tsv`
+export UA_IDENTITY_CLIENT_ID=`az identity show --name $UA_IDENTITY_NAME --resource-group $RESOURCE_GROUP --query clientId --output tsv`
+export UA_IDENTITY_RESOURCE_ID=`az identity show --name $UA_IDENTITY_NAME --resource-group $RESOURCE_GROUP --query id --output tsv`
 ```
 
-### Step 1.4: Retrieve setup Identifiers
+### Step 1.4: Grant permissions to the User-Assigned Managed Identity
 
-Create a set of environment variables for use in later steps.
+Create a custom role definition with the minimum permissions needed to read and write to the storage account:
 
 ```bash
-export managed_id=`az aks show --resource-group $resource_group --name $cluster_name --query "identity.principalId" --output tsv`
-
-export storage_id=`az storage account show --name $storage_account_name --resource-group $resource_group --query "id" --output tsv`
-
-export acr_id=`az acr show --name $registry_name --resource-group $resource_group --query "id" --output tsv`
+export STORAGE_ID=`az storage account show --name $STORAGE_ACCOUNT_NAME --resource-group $RESOURCE_GROUP --query "id" --output tsv`
+
+az role definition create --role-definition '{
+  "Name": "hopsfs-storage-permissions",
+  "IsCustom": true,
+  "Description": "Allow HopsFS to access the storage container",
+  "Actions": [
+    "Microsoft.Storage/storageAccounts/blobServices/containers/write",
+    "Microsoft.Storage/storageAccounts/blobServices/containers/read",
+    "Microsoft.Storage/storageAccounts/blobServices/write",
+    "Microsoft.Storage/storageAccounts/blobServices/read",
+    "Microsoft.Storage/storageAccounts/listKeys/action"
+  ],
+  "NotActions": [],
+  "DataActions": [
+    "Microsoft.Storage/storageAccounts/blobServices/containers/blobs/delete",
+    "Microsoft.Storage/storageAccounts/blobServices/containers/blobs/read",
+    "Microsoft.Storage/storageAccounts/blobServices/containers/blobs/move/action",
+    "Microsoft.Storage/storageAccounts/blobServices/containers/blobs/write"
+  ],
+  "AssignableScopes": [
+    "'$STORAGE_ID'"
+  ]
+}'
+
+sleep 30  # give Azure some time to persist the new role
+
+az role assignment create --role hopsfs-storage-permissions --assignee $UA_IDENTITY_PRINCIPAL_ID --scope $STORAGE_ID
 ```
 
-### Step 1.5: Assign Roles to Managed Identity
+### Step 1.5: Create Service Principal for Hopsworks services
 
-```bash
-az role assignment create --assignee $managed_id --role "Storage Blob Data Contributor" --scope $storage_id
+Create a service principal to grant Hopsworks applications with access to the container registry. For example, Hopsworks uses this service principal to push new Python environments created via the Hopsworks UI.
 
-az role assignment create --assignee $managed_id --role AcrPull --scope $acr_id
-az role assignment create --assignee $managed_id --role "AcrPush" --scope $acr_id
-az role assignment create --assignee $managed_id --role "AcrDelete" --scope $acr_id
+```bash
+export SP_PASSWORD=`az ad sp create-for-rbac --name $SP_NAME --scopes $ACR_ID --role acrpush --years 1 --query "password" --output tsv`
+export SP_USER_NAME=`az ad sp list --display-name $SP_NAME --query "[].appId" --output tsv`
 ```
 
-### Step 1.6: Allow AKS cluster access to ACR repository.
+### Step 1.6: Create an AKS Kubernetes Cluster
+
+Provision an AKS cluster with a number of nodes:
 
 ```bash
-az aks update --resource-group $resource_group --name $cluster_name --attach-acr $registry_name
+az aks create --resource-group $RESOURCE_GROUP --name $KUBERNETES_CLUSTER_NAME --network-plugin azure \
+    --enable-cluster-autoscaler --min-count 1 --max-count 4 --node-count 3 --node-vm-size Standard_D8_v4 \
+    --attach-acr $CONTAINER_REGISTRY_NAME \
+    --assign-identity $UA_IDENTITY_RESOURCE_ID --assign-kubelet-identity $UA_IDENTITY_RESOURCE_ID \
+    --enable-managed-identity --generate-ssh-keys
 ```
 
 ## Step 2: Configure kubectl
 
 ```bash
-az aks get-credentials --resource-group $resource_group --name $cluster_name --file ~/my-aks-kubeconfig.yaml
+az aks get-credentials --resource-group $RESOURCE_GROUP --name $KUBERNETES_CLUSTER_NAME --file ~/my-aks-kubeconfig.yaml
 export KUBECONFIG=~/my-aks-kubeconfig.yaml
 kubectl config current-context
 ```
 
-## Step 3: Setup Hopsworks for Deployment
+## Step 3: Create Secret for the Service Principal
+
+### Step 3.1: Create Hopsworks namespace
+
+```bash
+kubectl create namespace hopsworks
+```
+
+### Step 3.2: Create secret
 
-### Step 3.1: Add the Hopsworks Helm repository
+```bash
+kubectl create secret docker-registry azregcred \
+    --namespace hopsworks \
+    --docker-server=$CONTAINER_REGISTRY_NAME.azurecr.io \
+    --docker-username=$SP_USER_NAME \
+    --docker-password=$SP_PASSWORD
+```
+
+## Step 4: Setup Hopsworks for Deployment
+
+### Step 4.1: Add the Hopsworks Helm repository
 
 To obtain access to the Hopsworks helm chart repository, please obtain 
 an evaluation/startup licence [here](https://www.hopsworks.ai/try).
@@ -108,34 +159,49 @@ helm repo add hopsworks $HOPSWORKS_REPO
 helm repo update hopsworks
 ```
 
-### Step 3.2: Create Hopsworks namespace
-
-```bash
-kubectl create namespace hopsworks
-```
-
-### Step 3.3: Create helm values file
+### Step 4.2: Create helm values file
 
 Below is a simplifield values.azure.yaml file to get started which can be updated for improved performance and further customisation.
 
-```bash
+```yaml
 global:
   _hopsworks:
     storageClassName: null
-    cloudProvider: "AWS"
-    managedDockerRegistry:
+    cloudProvider: "AZURE"
+    managedDockerRegistery:
       enabled: true
-      domain: "rchopsworksrepo.azurecr.io"
+      domain: "CONTAINER_REGISTRY_NAME.azurecr.io"
       namespace: "hopsworks"
-
-    managedObjectStorage:
-      enabled: true
-      endpoint: "https://rchopsworksbucket.blob.core.windows.net"
+      credHelper:
+        enabled: false
+        secretName: ""
+
     minio:
       enabled: false
+
+hopsworks:
+  variables:
+    docker_operations_managed_docker_secrets: &azregcred "azregcred"
+    docker_operations_image_pull_secrets: *azregcred
+  dockerRegistry:
+    preset:
+      usePullPush: false
+      secrets:
+        - *azregcred
+
+hopsfs:
+  objectStorage:
+    enabled: true
+    provider: "AZURE"
+    azure:
+      storage:
+        account: "STORAGE_ACCOUNT_NAME"
+        container: "STORAGE_ACCOUNT_CONTAINER_NAME"
+        identityClientId: "UA_IDENTITY_CLIENT_ID"
+
 ```
 
-## Step 4: Deploy Hopsworks
+## Step 5: Deploy Hopsworks
 
 Deploy Hopsworks in the created namespace.
 
@@ -157,9 +223,7 @@ Upon completion (circa 20 minutes), setup a load balancer to access Hopsworks:
 kubectl expose deployment hopsworks --type=LoadBalancer --name=hopsworks-service --namespace <namespace>
 ```
 
-
-
-## Step 5: Next steps
+## Step 6: Next steps
 
 Check out our other guides for how to get started with Hopsworks and the Feature Store: