CUDA Build1 #7
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| name: CUDA Build1 | |
| on: | |
| workflow_dispatch: # Manually trigger the workflow | |
| #on: | |
| # push: | |
| # branches: | |
| # - main | |
| # pull_request: | |
| # branches: | |
| # - main | |
| permissions: | |
| id-token: write | |
| contents: read | |
| jobs: | |
| build: | |
| runs-on: ubuntu-latest | |
| services: | |
| nn_backend: | |
| image: nvidia/cuda:12.2.2-devel-ubuntu22.04 | |
| ports: | |
| - "8080:8080" | |
| options: --privileged # Required for GPU access | |
| env: | |
| NVIDIA_VISIBLE_DEVICES: all | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v2 | |
| - name: Azure Login | |
| uses: azure/login@v2 | |
| with: | |
| client-id: ${{ secrets.AZURE_CLIENT_ID }} | |
| tenant-id: ${{ secrets.AZURE_TENANT_ID }} | |
| subscription-id: ${{ secrets.AZURE_SUBSCRIPTION_ID }} | |
| - name: Login to Azure Container Registry | |
| uses: azure/docker-login@v1 | |
| with: | |
| login-server: test1repo.azurecr.io | |
| username: ${{ secrets.ACR_USERNAME }} | |
| password: ${{ secrets.ACR_PASSWORD }} | |
| - id: check-aks | |
| name: Check if AKS Cluster exists | |
| uses: azure/CLI@v2 | |
| with: | |
| azcliversion: latest | |
| inlineScript: | | |
| result=$(az aks show --resource-group my_test --name myAKSCluster 2>/dev/null | jq -r '.id') | |
| exit_code=$? | |
| if [ $exit_code -ne 0 ]; then | |
| echo "Error executing az aks show command. Exit code: $exit_code" | |
| echo "Error message: $result" | |
| echo "::error::Error executing az aks show command. Exit code: $exit_code" | |
| exit $exit_code | |
| fi | |
| if [[ -z "$result" || "$result" == *"ResourceNotFound"* ]]; then | |
| echo "cluster_exists=false" >> $GITHUB_OUTPUT | |
| else | |
| echo "cluster_exists=true" >> $GITHUB_OUTPUT | |
| fi | |
| - name: Create AKS Cluster | |
| uses: azure/CLI@v2 | |
| with: | |
| azcliversion: latest | |
| inlineScript: | | |
| if [ "${{steps.check-aks.outputs.cluster_exists}}" != "true" ]; then | |
| az aks create --resource-group my_test --name myAKSCluster --node-count 1 --node-vm-size Standard_NV6ads_A10_v5 --enable-cluster-autoscaler --min-count 1 --max-count 1 --max-pods 30 --location centralindia --kubernetes-version 1.28.5 --generate-ssh-keys | |
| else | |
| echo "AKS cluster is present" | |
| fi | |
| - name: Get AKS Credentials | |
| uses: azure/CLI@v2 | |
| with: | |
| azcliversion: latest | |
| inlineScript: | | |
| if [ "${{steps.check-aks.outputs.cluster_exists}}" != "true" ]; then | |
| AKS_ID=$(az aks show --resource-group my_test --name myAKSCluster --query id -o tsv) | |
| az role assignment create --role "AcrPull" --assignee ${{ secrets.AZURE_CLIENT_ID }} --scope $AKS_ID > /dev/null | |
| az aks update --resource-group my_test --name myAKSCluster --attach-acr test1repo > /dev/null | |
| fi | |
| az account set --subscription ${{ secrets.AZURE_SUBSCRIPTION_ID }} | |
| az aks get-credentials --resource-group my_test --name myAKSCluster --overwrite-existing | |
| - name: Build and deploy nn_backend | |
| run: | | |
| docker build ./NN_backend -t test1repo.azurecr.io/nn_backend:${GITHUB_RUN_NUMBER} | |
| docker push test1repo.azurecr.io/nn_backend:${GITHUB_RUN_NUMBER} | |
| - name: Build and deploy react_app | |
| run: | | |
| docker build ./react_app -t test1repo.azurecr.io/react_app:${GITHUB_RUN_NUMBER} | |
| docker push test1repo.azurecr.io/react_app:${GITHUB_RUN_NUMBER} | |
| - uses: azure/setup-kubectl@v3 | |
| - uses: azure/aks-set-context@v2.0 | |
| with: | |
| resource-group: my_test | |
| cluster-name: myAKSCluster | |
| - name: Deploy NVIDIA DaemonSet to AKS | |
| run: | | |
| cd k8s | |
| kubectl create namespace gpu-resources | |
| kubectl apply -f nvidia-device-plugin-ds.yaml | |
| - name: Replace placeholders in Kubernetes YAML files | |
| run: | | |
| cd k8s | |
| sed -i "s|image: test1repo.azurecr.io/react_app:\$imageTag|image: test1repo.azurecr.io/react_app:${GITHUB_RUN_NUMBER}|" react_app_Deployment.yaml | |
| sed -i "s|image: test1repo.azurecr.io/nn_backend:\$imageTag|image: test1repo.azurecr.io/nn_backend:${GITHUB_RUN_NUMBER}|" nn_backend_Deployment.yaml | |
| # kubectl set image -f deployment.template.yml react-app=test1repo.azurecr.io/react_app:$imageTag --local -o yaml > react_app_Deployment.yaml | |
| # sed -i 's|${{ github.run_number }}|'"$GITHUB_RUN_NUMBER"'|g' react_app_Deployment.yaml | |
| # echo "github.run_number ${{ github.run_number }} " | |
| - name: Deploy APP to AKS | |
| run: | | |
| cd k8s | |
| kubectl apply -f nn_backend_Service.yaml -f nn_backend_Deployment.yaml | |
| kubectl apply -f react_app_Deployment.yaml -f react_app_Service.yaml | |