# SPDX-FileCopyrightText: Copyright (c) 2024-2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: Apache-2.0

name: Docker Build and Test

on:
  push:
    branches:
      - main
      - "pull-request/[0-9]+"
      - release/*.*.*

concurrency:
    group: ${{ github.workflow }}-build-test-${{ github.ref_name || github.run_id }}
    cancel-in-progress: ${{ github.ref != 'refs/heads/main' }}

jobs:
  changed-files:
    runs-on: ubuntu-latest
    outputs:
      has_code_changes: ${{ steps.filter.outputs.has_code_changes }}
    steps:
      - name: Checkout code
        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955  # v4.3.0
      - name: Check for changes
        uses: dorny/paths-filter@de90cc6fb38fc0963ad72b210f1f284cd68cea36  # v3.0.2
        id: filter
        with:
          filters: .github/filters.yaml

  backend-status-check:
    runs-on: ubuntu-latest
    needs: [vllm, sglang, trtllm, operator]
    if: always()
    steps:
      - name: "Check all dependent jobs"
        run: |
          echo '${{ toJson(needs) }}' | jq -e 'to_entries | map(.value.result) | all(. as $result | ["success", "skipped"] | any($result == .))'

  operator:
    needs: changed-files
    if: needs.changed-files.outputs.has_code_changes == 'true'
    strategy:
      fail-fast: false
      matrix:
        platform:
          - { arch: amd64, runner: cpu-amd-m5-2xlarge }
          - { arch: arm64, runner: cpu-arm-r8g-4xlarge }
    name: operator (${{ matrix.platform.arch }})
    runs-on: ${{ matrix.platform.runner }}
    steps:
      - name: Checkout code
        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955  # v4.3.0
      - name: Set up Docker Buildx
        uses: docker/setup-buildx-action@v3
        with:
          driver: docker
      - name: Login to ECR
        shell: bash
        env:
          ECR_HOSTNAME: ${{ secrets.AWS_ACCOUNT_ID }}.dkr.ecr.${{ secrets.AWS_DEFAULT_REGION }}.amazonaws.com
        run: |
          aws ecr get-login-password --region ${{ secrets.AWS_DEFAULT_REGION }} | docker login --username AWS --password-stdin ${ECR_HOSTNAME}
      - name: Linter
        shell: bash
        env:
          ECR_HOSTNAME: ${{ secrets.AWS_ACCOUNT_ID }}.dkr.ecr.${{ secrets.AWS_DEFAULT_REGION }}.amazonaws.com
        run: |
          cd deploy/cloud/operator
          docker build --target linter --progress=plain --build-arg DOCKER_PROXY=${ECR_HOSTNAME}/dockerhub/ .
      - name: Tester
        shell: bash
        env:
          ECR_HOSTNAME: ${{ secrets.AWS_ACCOUNT_ID }}.dkr.ecr.${{ secrets.AWS_DEFAULT_REGION }}.amazonaws.com
        run: |
          cd deploy/cloud/operator
          docker build --target tester --progress=plain --build-arg DOCKER_PROXY=${ECR_HOSTNAME}/dockerhub/ .
      - name: Build Container
        id: build-image
        shell: bash
        env:
          ECR_HOSTNAME: ${{ secrets.AWS_ACCOUNT_ID }}.dkr.ecr.${{ secrets.AWS_DEFAULT_REGION }}.amazonaws.com
        run: |
          cd deploy/cloud/operator
          docker buildx build --load \
              --platform linux/${{ matrix.platform.arch }} \
              --build-arg DOCKER_PROXY=${ECR_HOSTNAME}/dockerhub/ \
              -f Dockerfile \
              -t dynamo-operator:latest .
      - name: Docker Tag and Push
        uses: ./.github/actions/docker-tag-push
        with:
          local_image: dynamo-operator:latest
          push_tag: ai-dynamo/dynamo:${{ github.sha }}-operator-${{ matrix.platform.arch }}
          aws_push: 'false'
          azure_push: 'true'
          aws_account_id: ${{ secrets.AWS_ACCOUNT_ID }}
          aws_default_region: ${{ secrets.AWS_DEFAULT_REGION }}
          azure_acr_hostname: ${{ secrets.AZURE_ACR_HOSTNAME }}
          azure_acr_user: ${{ secrets.AZURE_ACR_USER }}
          azure_acr_password: ${{ secrets.AZURE_ACR_PASSWORD }}

  vllm:
    needs: changed-files
    if: needs.changed-files.outputs.has_code_changes == 'true'
    strategy:
      fail-fast: false
      matrix:
        platform:
          - { arch: amd64, runner: gpu-l40-amd64 }
          - { arch: arm64, runner: cpu-arm-r8g-4xlarge }
    name: vllm (${{ matrix.platform.arch }})
    runs-on: ${{ matrix.platform.runner }}
    steps:
      - name: Checkout code
        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955  # v4.3.0
      - name: Build Container
        id: build-image
        uses: ./.github/actions/docker-build
        with:
          framework: vllm
          target: runtime
          platform: 'linux/${{ matrix.platform.arch }}'
          base_image_tag: ${{ matrix.platform.arch == 'arm64' && '25.06-cuda12.9-devel-ubuntu24.04' || '' }}
          runtime_image_tag: ${{ matrix.platform.arch == 'arm64' && '12.9.0-runtime-ubuntu24.04' || '' }}
          cuda_version: ${{ matrix.platform.arch == 'arm64' && '129' || '' }}
          torch_backend: ${{ matrix.platform.arch == 'arm64' && 'cu129' || '' }}
          ngc_ci_access_token: ${{ secrets.NGC_CI_ACCESS_TOKEN }}
          ci_token: ${{ secrets.CI_TOKEN }}
          aws_default_region: ${{ secrets.AWS_DEFAULT_REGION }}
          sccache_s3_bucket: ${{ secrets.SCCACHE_S3_BUCKET }}
          aws_account_id: ${{ secrets.AWS_ACCOUNT_ID }}
          aws_access_key_id: ${{ secrets.AWS_ACCESS_KEY_ID }}
          aws_secret_access_key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
      - name: Docker Tag and Push
        uses: ./.github/actions/docker-tag-push
        with:
          local_image: ${{ steps.build-image.outputs.image_tag }}
          push_tag: ai-dynamo/dynamo:${{ github.sha }}-vllm-${{ matrix.platform.arch }}
          # OPS-1145: Switch aws_push to true
          aws_push: 'false'
          azure_push: 'true'
          aws_account_id: ${{ secrets.AWS_ACCOUNT_ID }}
          aws_default_region: ${{ secrets.AWS_DEFAULT_REGION }}
          azure_acr_hostname: ${{ secrets.AZURE_ACR_HOSTNAME }}
          azure_acr_user: ${{ secrets.AZURE_ACR_USER }}
          azure_acr_password: ${{ secrets.AZURE_ACR_PASSWORD }}

      - name: Run unit tests
        if: ${{ matrix.platform.arch != 'arm64' }}
        uses: ./.github/actions/pytest
        with:
          image_tag: ${{ steps.build-image.outputs.image_tag }}
          pytest_marks: "unit and vllm and gpu_1"
          framework: "vllm"
          test_type: "unit"
          platform_arch: ${{ matrix.platform.arch }}
      - name: Run e2e tests
        if: ${{ matrix.platform.arch != 'arm64' }}
        uses: ./.github/actions/pytest
        with:
          image_tag: ${{ steps.build-image.outputs.image_tag }}
          pytest_marks: "e2e and vllm and gpu_1 and not slow"
          framework: "vllm"
          test_type: "e2e, gpu_1"
          platform_arch: ${{ matrix.platform.arch }}

  sglang:
    needs: changed-files
    if: needs.changed-files.outputs.has_code_changes == 'true'
    strategy:
      fail-fast: false
      matrix:
        platform:
          - { arch: amd64, runner: gpu-l40-amd64 }
          - { arch: arm64, runner: cpu-arm-r8g-4xlarge }
    name: sglang (${{ matrix.platform.arch }})
    runs-on: ${{ matrix.platform.runner }}
    steps:
      - name: Checkout repository
        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955  # v4.3.0

      - name: Build Container
        id: build-image
        uses: ./.github/actions/docker-build
        with:
          framework: sglang
          target: runtime
          platform: 'linux/${{ matrix.platform.arch }}'
          ngc_ci_access_token: ${{ secrets.NGC_CI_ACCESS_TOKEN }}
          ci_token: ${{ secrets.CI_TOKEN }}
          aws_default_region: ${{ secrets.AWS_DEFAULT_REGION }}
          sccache_s3_bucket: ${{ secrets.SCCACHE_S3_BUCKET }}
          aws_account_id: ${{ secrets.AWS_ACCOUNT_ID }}
          aws_access_key_id: ${{ secrets.AWS_ACCESS_KEY_ID }}
          aws_secret_access_key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}

      - name: Docker Tag and Push
        uses: ./.github/actions/docker-tag-push
        with:
          local_image: ${{ steps.build-image.outputs.image_tag }}
          push_tag: ai-dynamo/dynamo:${{ github.sha }}-sglang-${{ matrix.platform.arch }}
          # OPS-1145: Switch aws_push to true
          aws_push: 'false'
          azure_push: 'true'
          aws_account_id: ${{ secrets.AWS_ACCOUNT_ID }}
          aws_default_region: ${{ secrets.AWS_DEFAULT_REGION }}
          azure_acr_hostname: ${{ secrets.AZURE_ACR_HOSTNAME }}
          azure_acr_user: ${{ secrets.AZURE_ACR_USER }}
          azure_acr_password: ${{ secrets.AZURE_ACR_PASSWORD }}

      - name: Run unit tests
        if: ${{ matrix.platform.arch != 'arm64' }}
        uses: ./.github/actions/pytest
        with:
          image_tag: ${{ steps.build-image.outputs.image_tag }}
          pytest_marks: "unit and sglang and gpu_1"
          framework: "sglang"
          test_type: "unit"
          platform_arch: ${{ matrix.platform.arch }}
      - name: Run e2e tests
        if: ${{ matrix.platform.arch != 'arm64' }}
        uses: ./.github/actions/pytest
        with:
          image_tag: ${{ steps.build-image.outputs.image_tag }}
          pytest_marks: "e2e and sglang and gpu_1"
          framework: "sglang"
          test_type: "e2e, gpu_1"
          platform_arch: ${{ matrix.platform.arch }}

  trtllm:
    needs: changed-files
    if: needs.changed-files.outputs.has_code_changes == 'true'
    strategy:
      fail-fast: false
      matrix:
        platform:
          - { arch: amd64, runner: gpu-l40-amd64 }
          - { arch: arm64, runner: cpu-arm-r8g-4xlarge }
    name: trtllm (${{ matrix.platform.arch }})
    runs-on: ${{ matrix.platform.runner }}
    steps:
      - name: Checkout code
        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955  # v4.3.0

      - name: Build Container
        id: build-image
        uses: ./.github/actions/docker-build
        with:
          framework: trtllm
          target: runtime
          platform: 'linux/${{ matrix.platform.arch }}'
          ngc_ci_access_token: ${{ secrets.NGC_CI_ACCESS_TOKEN }}
          ci_token: ${{ secrets.CI_TOKEN }}
          aws_default_region: ${{ secrets.AWS_DEFAULT_REGION }}
          sccache_s3_bucket: ${{ secrets.SCCACHE_S3_BUCKET }}
          aws_account_id: ${{ secrets.AWS_ACCOUNT_ID }}
          aws_access_key_id: ${{ secrets.AWS_ACCESS_KEY_ID }}
          aws_secret_access_key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}

      - name: Docker Tag and Push
        uses: ./.github/actions/docker-tag-push
        with:
          local_image: ${{ steps.build-image.outputs.image_tag }}
          push_tag: ai-dynamo/dynamo:${{ github.sha }}-trtllm-${{ matrix.platform.arch }}
          # OPS-1145: Switch aws_push to true
          aws_push: 'false'
          azure_push: 'true'
          aws_account_id: ${{ secrets.AWS_ACCOUNT_ID }}
          aws_default_region: ${{ secrets.AWS_DEFAULT_REGION }}
          azure_acr_hostname: ${{ secrets.AZURE_ACR_HOSTNAME }}
          azure_acr_user: ${{ secrets.AZURE_ACR_USER }}
          azure_acr_password: ${{ secrets.AZURE_ACR_PASSWORD }}

      - name: Run unit tests
        if: ${{ matrix.platform.arch != 'arm64' }}
        uses: ./.github/actions/pytest
        with:
          image_tag: ${{ steps.build-image.outputs.image_tag }}
          pytest_marks: "unit and trtllm_marker and gpu_1"
          framework: "trtllm"
          test_type: "unit"
          platform_arch: ${{ matrix.platform.arch }}
      - name: Run e2e tests
        if: ${{ matrix.platform.arch != 'arm64' }}
        uses: ./.github/actions/pytest
        with:
          image_tag: ${{ steps.build-image.outputs.image_tag }}
          pytest_marks: "e2e and trtllm_marker and gpu_1 and not slow"
          framework: "trtllm"
          test_type: "e2e, gpu_1"
          platform_arch: ${{ matrix.platform.arch }}

  # Upload metrics for this workflow and all its jobs
  upload-workflow-metrics:
    name: Upload Workflow Metrics
    runs-on: gitlab
    if: always()  # Always run, even if other jobs fail
    needs: [backend-status-check]  # Wait for the status check which waits for all build jobs

    steps:
      - name: Check out repository
        uses: actions/checkout@v4

      - name: Set up Python
        uses: actions/setup-python@v4
        with:
          python-version: '3.x'

      - name: Install dependencies
        run: |
          python -m pip install --upgrade pip
          pip install requests

      - name: Download build metrics
        uses: actions/download-artifact@v4
        with:
          pattern: build-metrics-*
          path: build-metrics/
          merge-multiple: true
        continue-on-error: true  # Don't fail if artifacts don't exist

      - name: Download test results
        uses: actions/download-artifact@v4
        with:
          pattern: test-results-*
          path: test-results/
          merge-multiple: true
        continue-on-error: true  # Don't fail if artifacts don't exist

      - name: Upload Complete Workflow Metrics
        env:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
          WORKFLOW_INDEX: ${{ secrets.WORKFLOW_INDEX }}
          JOB_INDEX: ${{ secrets.JOB_INDEX }}
          STEPS_INDEX: ${{ secrets.STEPS_INDEX }}
          # Container and test index configuration
          CONTAINER_INDEX: ${{ secrets.CONTAINER_INDEX }}
          TEST_INDEX: ${{ secrets.TEST_INDEX }}
        run: |
          # Upload complete workflow metrics including container metrics
          python3 .github/workflows/upload_complete_workflow_metrics.py

  deploy-test-vllm:
    runs-on: cpu-amd-m5-2xlarge
    if: needs.changed-files.outputs.has_code_changes == 'true'
    needs: [changed-files, operator, vllm]
    permissions:
      contents: read
    strategy:
      fail-fast: false
      matrix:
        profile:
          - agg
          - agg_router
          - disagg
          - disagg_router
    name: deploy-test-vllm (${{ matrix.profile }})
    env:
      FRAMEWORK: vllm
      DYNAMO_INGRESS_SUFFIX: dev.aire.nvidia.com
      DEPLOYMENT_FILE: "deploy/${{ matrix.profile }}.yaml"
      MODEL_NAME: "Qwen/Qwen3-0.6B"
    steps: &deploy-test-steps
    - uses: actions/checkout@v4
    - name: Set namespace
      run: |
        # Set namespace using FRAMEWORK env var
        PROFILE_SANITIZED="${{ matrix.profile }}"
        PROFILE_SANITIZED="${PROFILE_SANITIZED//_/-}"
        echo "NAMESPACE=gh-job-id-${{ github.run_id }}-${FRAMEWORK}-${PROFILE_SANITIZED}" >> $GITHUB_ENV

        set -x
        # Setup kubeconfig
        echo "${{ secrets.AZURE_AKS_CI_KUBECONFIG_B64 }}" | base64 -d > .kubeconfig
        chmod 600 .kubeconfig
        export KUBECONFIG=$(pwd)/.kubeconfig
        kubectl config set-context --current --namespace=$NAMESPACE --kubeconfig "${KUBECONFIG}"
        kubectl config current-context
    - name: Deploy Operator
      run: |
        set -x
        export KUBECONFIG=$(pwd)/.kubeconfig

        # Create a namespace for this job
        echo "Creating an ephemeral namespace..."
        kubectl delete namespace $NAMESPACE || true
        kubectl create namespace $NAMESPACE || true
        echo "Attaching the labels for secrets and cleanup"
        kubectl label namespaces ${NAMESPACE} nscleanup/enabled=true nscleanup/ttl=7200 gitlab-imagepull=enabled ngc-api=enabled nvcr-imagepull=enabled --overwrite=true

        # Set the namespace as default
        kubectl config set-context --current --namespace=$NAMESPACE

        # Check if Istio is installed
        kubectl get pods -n istio-system
        # Check if default storage class exists
        kubectl get storageclass

        # Install Helm chart
        export IMAGE_TAG=$(cat build.env)
        echo $IMAGE_TAG
        export VIRTUAL_ENV=/opt/dynamo/venv
        export KUBE_NS=$NAMESPACE
        export ISTIO_ENABLED=true
        export ISTIO_GATEWAY=istio-system/ingress-alb
        export VIRTUAL_SERVICE_SUPPORTS_HTTPS=true
        export DYNAMO_CLOUD=https://${NAMESPACE}.${DYNAMO_INGRESS_SUFFIX}

        # Install dynamo env secrets
        kubectl create secret generic hf-token-secret --from-literal=HF_TOKEN=${{ secrets.HF_TOKEN }} -n $KUBE_NS || true
        # Create docker pull secret for operator image
        kubectl create secret docker-registry docker-imagepullsecret --docker-server=${{ secrets.AZURE_ACR_HOSTNAME }} --docker-username=${{ secrets.AZURE_ACR_USER }} --docker-password=${{ secrets.AZURE_ACR_PASSWORD }} --namespace=${NAMESPACE}
        # Install helm dependencies
        helm repo add bitnami https://charts.bitnami.com/bitnami
        cd deploy/cloud/helm/platform/
        helm dep build .
        # Install platform with namespace restriction for single profile testing
        helm upgrade --install dynamo-platform . --namespace ${NAMESPACE} \
          --set dynamo-operator.namespaceRestriction.enabled=true \
          --set dynamo-operator.namespaceRestriction.allowedNamespaces[0]=${NAMESPACE} \
          --set dynamo-operator.controllerManager.manager.image.repository=${{ secrets.AZURE_ACR_HOSTNAME }}/ai-dynamo/dynamo \
          --set dynamo-operator.controllerManager.manager.image.tag=${{ github.sha }}-operator-amd64 \
          --set dynamo-operator.imagePullSecrets[0].name=docker-imagepullsecret
        # Wait for all deployments to be ready
        timeout 300s kubectl rollout status deployment -n $NAMESPACE --watch
        cd -

        export KUBECONFIG=$(pwd)/.kubeconfig
        kubectl config set-context --current --namespace=$NAMESPACE

        cd components/backends/$FRAMEWORK
        export FRAMEWORK_RUNTIME_IMAGE="${{ secrets.AZURE_ACR_HOSTNAME }}/ai-dynamo/dynamo:${{ github.sha }}-${FRAMEWORK}-amd64"
        export KUBE_NS=$NAMESPACE
        export GRAPH_NAME=$(yq e '.metadata.name' $DEPLOYMENT_FILE)
        # Update the deployment file in-place
        yq -i '.spec.services.[].extraPodSpec.mainContainer.image = env(FRAMEWORK_RUNTIME_IMAGE)' $DEPLOYMENT_FILE

        # Debug: Show updated deployment file
        echo "=== UPDATED DEPLOYMENT FILE ==="
        cat $DEPLOYMENT_FILE

        # Apply the updated file
        kubectl apply -n $KUBE_NS -f $DEPLOYMENT_FILE

        # --- Wait for all pods in the dynamo graph deployment to be ready ---
        sleep 20
        # Get the deployment name from the file
        export GRAPH_NAME=$(yq e '.metadata.name' $DEPLOYMENT_FILE)
        echo "Waiting for all pods with label nvidia.com/dynamo-graph-deployment-name: $GRAPH_NAME"
        # Wait for all pods with the deployment label to be ready
        kubectl wait --for=condition=ready pod -l "nvidia.com/dynamo-graph-deployment-name=$GRAPH_NAME" -n ${KUBE_NS} --timeout=1000s

        # Debug: Show final pod statuses for the deployment
        echo "=== FINAL POD STATUSES ==="
        kubectl get pods -l "nvidia.com/dynamo-graph-deployment-name=$GRAPH_NAME" -n $KUBE_NS -o wide
        echo ""

        kubectl get all -n $KUBE_NS
        export FRONTEND_POD=$(kubectl get pods -n ${KUBE_NS} | grep "frontend" | sort -k1 | tail -n1 | awk '{print $1}')
        export CONTAINER_PORT=$(kubectl get pod $FRONTEND_POD -n ${KUBE_NS} -o jsonpath='{.spec.containers[0].ports[?(@.name=="http")].containerPort}')
        echo "Container port is ${CONTAINER_PORT}"
        kubectl port-forward pod/$FRONTEND_POD 8000:${CONTAINER_PORT} -n ${KUBE_NS} &
        export LLM_URL="http://localhost:8000"
        sleep 10  # Give port-forward time to establish the connection
        echo "LLM URL: ${LLM_URL}"
        echo "MODEL NAME: ${MODEL_NAME}"
        # Wait until the model is available in the /v1/models response
        MAX_ATTEMPTS=30
        ATTEMPT=1
        while [ $ATTEMPT -le $MAX_ATTEMPTS ]; do
          MODELS_RESPONSE=$(curl -s --retry 5 --retry-delay 2 --retry-connrefused "${LLM_URL}/v1/models")
          if echo "$MODELS_RESPONSE" | jq -e --arg MODEL_NAME "$MODEL_NAME" '.data[]?.id == $MODEL_NAME' >/dev/null 2>&1; then
            echo "Model $MODEL_NAME is available in /v1/models"
            break
          fi
          echo "Waiting for model $MODEL_NAME to be available in /v1/models... (attempt $ATTEMPT/$MAX_ATTEMPTS)"
          sleep 5
          ATTEMPT=$((ATTEMPT + 1))
        done
        if [ $ATTEMPT -gt $MAX_ATTEMPTS ]; then
          echo "Model $MODEL_NAME not found in /v1/models after $MAX_ATTEMPTS attempts"
          echo "Last response: $MODELS_RESPONSE"
          exit 1
        fi
        RESPONSE=$(curl -s -N --no-buffer --retry 10 --retry-delay 5 --retry-connrefused -X POST "${LLM_URL}/v1/chat/completions" \
          -H 'accept: text/event-stream' \
          -H 'Content-Type: application/json' \
          -d '{
            "model": "'"${MODEL_NAME:-Qwen/Qwen3-0.6B}"'",
            "messages": [
            {
                "role": "user",
                "content": "In the heart of Eldoria, an ancient land of boundless magic and mysterious creatures, lies the long-forgotten city of Aeloria. Once a beacon of knowledge and power, Aeloria was buried beneath the shifting sands of time, lost to the world for centuries. You are an intrepid explorer, known for your unparalleled curiosity and courage, who has stumbled upon an ancient map hinting at ests that Aeloria holds a secret so profound that it has the potential to reshape the very fabric of reality. Your journey will take you through treacherous deserts, enchanted forests, and across perilous mountain ranges. Your Task: Character Background: Develop a detailed background for your character. Describe their motivations for seeking out Aeloria, their skills and weaknesses, and any personal connections to the ancient city or its legends. Are they driven by a quest for knowledge, a search for lost familt clue is hidden."
            }
            ],
            "stream":false,
            "max_tokens": 30,
            "temperature": 0.0
          }' 2>&1)
        echo "Response: $RESPONSE"
        TEST_RESULT=0
        if ! echo "$RESPONSE" | jq -e . >/dev/null 2>&1; then
          echo "Test failed: Response is not valid JSON"
          echo "Got: $RESPONSE"
          TEST_RESULT=1
        elif ! echo "$RESPONSE" | jq -e '.choices[0].message.role == "assistant"' >/dev/null 2>&1; then
          echo "Test failed: Message role is not 'assistant'"
          echo "Got: $(echo "$RESPONSE" | jq '.choices[0].message.role')"
          TEST_RESULT=1
        elif ! echo "$RESPONSE" | jq -e '.model == "'"${MODEL_NAME}"'"' >/dev/null 2>&1; then
          echo "Test failed: Model name is incorrect"
          echo "Got: $(echo "$RESPONSE" | jq '.model')"
          TEST_RESULT=1
        elif ! echo "$RESPONSE" | jq -e '.choices[0].message.content | length > 100' >/dev/null 2>&1; then
          echo "Test failed: Response content length is not greater than 100 characters"
          echo "Got length: $(echo "$RESPONSE" | jq '.choices[0].message.content | length')"
          TEST_RESULT=1
        else
          echo "Test passed: Response matches expected format and content"
        fi
        exit $TEST_RESULT
    - name: Cleanup
      if: always()
      timeout-minutes: 5
      run: |
        echo "${{ secrets.AZURE_AKS_CI_KUBECONFIG_B64 }}" | base64 -d > .kubeconfig
        chmod 600 .kubeconfig
        export KUBECONFIG=$(pwd)/.kubeconfig
        kubectl config set-context --current --namespace=$NAMESPACE --kubeconfig "${KUBECONFIG}"

        # For debugging purposes, list all the resources before we uninstall
        kubectl get all

        echo "Deleting all DynamoGraphDeployments in namespace $NAMESPACE..."
        kubectl delete dynamographdeployments --all -n $NAMESPACE || true

        # Uninstall the helm chart
        helm ls
        helm uninstall dynamo-platform || true

        echo "Namespace $NAMESPACE deletion initiated, proceeding with cleanup..."
        kubectl delete namespace $NAMESPACE || true
        echo "Namespace $NAMESPACE completed."

  deploy-test-sglang:
    runs-on: cpu-amd-m5-2xlarge
    if: needs.changed-files.outputs.has_code_changes == 'true'
    needs: [changed-files, operator, sglang]
    permissions:
      contents: read
    strategy:
      fail-fast: false
      matrix:
        profile:
          - agg
          - agg_router
    name: deploy-test-sglang (${{ matrix.profile }})
    env:
      FRAMEWORK: sglang
      DYNAMO_INGRESS_SUFFIX: dev.aire.nvidia.com
      DEPLOYMENT_FILE: "deploy/${{ matrix.profile }}.yaml"
      MODEL_NAME: "Qwen/Qwen3-0.6B"
    steps: *deploy-test-steps

  deploy-test-trtllm:
    runs-on: cpu-amd-m5-2xlarge
    if: needs.changed-files.outputs.has_code_changes == 'true'
    needs: [changed-files, operator, trtllm]
    permissions:
      contents: read
    strategy:
      fail-fast: false
      matrix:
        profile:
          - agg
          - agg_router
          - disagg
          - disagg_router
    name: deploy-test-trtllm (${{ matrix.profile }})
    env:
      FRAMEWORK: trtllm
      DYNAMO_INGRESS_SUFFIX: dev.aire.nvidia.com
      DEPLOYMENT_FILE: "deploy/${{ matrix.profile }}.yaml"
      MODEL_NAME: "Qwen/Qwen3-0.6B"
    steps: *deploy-test-steps