Azure · zachary-bailey · Apr 18, 2024 · Apr 18, 2024 · Apr 18, 2024 · Apr 18, 2024
@@ -39,7 +39,7 @@ steps:
   - bash: |
       pwd
       ls -R
-    displayName: show Directory
+    displayName: Show Directory
   - bash: |
       set -x
       GOPATH="$(go env GOPATH)"
@@ -49,7 +49,7 @@ steps:
       GO111MODULE=on go install cuelang.org/go/cmd/cue@latest
       popd
       cue export ./schemas/manifest.cue > ./parts/linux/cloud-init/artifacts/manifest.json
-    displayName: setup cue
+    displayName: Setup Cue
   - bash: |
       SKU_NAME=${OS_VERSION} && \
       if [[ "${HYPERV_GENERATION,,}" == "v2" ]]; then SKU_NAME="${SKU_NAME}gen2"; fi && \
@@ -107,7 +107,7 @@ steps:
         -e LINUX_MSI_RESOURCE_ID=${AZURE_MSI_RESOURCE_ID} \
         ${CONTAINER_IMAGE} make -f packer.mk run-packer
     retryCountOnTaskFailure: 3
-    displayName: Building VHD
+    displayName: Build VHD
   - script: |
         OS_DISK_URI="$(cat packer-output | grep "OSDiskUri:" | cut -d " " -f 2)" && \
         MANAGED_SIG_ID="$(cat packer-output | grep "ManagedImageSharedImageGalleryId:" | cut -d " " -f 2)" && \
@@ -144,13 +144,19 @@ steps:
     inputs:
         artifactName: 'vhd-release-notes-${{ parameters.artifactName }}'
         targetPath: 'release-notes.txt'
-    displayName: publish release notes
+    displayName: Publish Release Notes
   - task: PublishPipelineArtifact@0
     inputs:
         artifactName: 'vhd-image-bom-${{ parameters.artifactName }}'
         targetPath: 'image-bom.json'
-    displayName: publish container image list
+    displayName: Publish Container Image List
     condition: and(succeeded(), eq(variables.DRY_RUN, 'False'))
+  - task: PublishPipelineArtifact@1
+    inputs:
+        artifactName: 'build-performance-data-${{ parameters.artifactName }}'
+        targetPath: 'vhd-build-performance-data.json'
+    displayName: Publish Build Performance Data
+    condition: succeeded()
   - bash: |
       echo MODE=$(MODE) && \
       PKR_RG_NAME="$(cat packer-output | grep "ResourceGroupName" | cut -d "'" -f 2 | head -1)" && \
@@ -180,7 +186,7 @@ steps:
       -e PRIVATE_PACKAGES_URL="${PRIVATE_PACKAGES_URL}" \
       -e LINUX_MSI_RESOURCE_ID=${AZURE_MSI_RESOURCE_ID} \
       ${CONTAINER_IMAGE} make -f packer.mk cleanup
-    displayName: Clean Up Packer Generated Resources
+    displayName: Clean Up Packer-generated Resources
     condition: always()
   - bash: |
         echo MODE=$(MODE) && \
@@ -234,7 +240,7 @@ steps:
         -e ARCHITECTURE=${ARCHITECTURE} \
         -e IMAGE_VERSION=${IMAGE_VERSION} \
         ${CONTAINER_IMAGE} make -f packer.mk generate-sas
-    displayName: Getting Shared Access Signature URI
+    displayName: Get Shared Access Signature URI
     condition: and(succeeded(), eq(variables.DRY_RUN, 'False'))
   - task: PublishPipelineArtifact@1
     inputs:

@@ -379,40 +379,80 @@ should_skip_nvidia_drivers() {
     echo "$should_skip"
 }
 
-start_watch () {
-  capture_time=$(date +%s)
-  start_timestamp=$(date +%H:%M:%S)
+installJq () {
+  # jq is not available until downloaded in install-dependencies.sh with the installDeps function
+  # but it is needed earlier to call the capture_benchmarks function in pre-install-dependencies.sh
+  output=$(jq --version)
+  if [ -n "$output" ]; then
+    echo "$output"
+  else
+    if [[ "${OS}" == "MARINER" ]]; then
+      sudo tdnf install -y jq
+      echo "jq was installed: $(jq --version)"
+    else
+      apt_get_install 5 1 60 jq
+      echo "jq was installed: $(jq --version)"
+    fi
+  fi
 }
 
-stop_watch () {
+capture_benchmarks () {
+  # the capture_benchmarks function is used to capture benchmark data for each section in VHD build scripts
+  # data will be stored in a JSON file and published as an artifact to be evaluated by github actions
+  set +x
+
+  local is_final_section=$1
+  local title=$2
 
   local current_time=$(date +%s)
   local end_timestamp=$(date +%H:%M:%S)
-  local difference_in_seconds=$((current_time - ${1}))
+  if [ "$is_final_section" = true ]; then
+    local difference_in_seconds=$((current_time - script_start_stopwatch))
+  else
+    local difference_in_seconds=$((current_time - section_start_stopwatch))
+  fi
 
   local elapsed_hours=$(($difference_in_seconds/3600))
   local elapsed_minutes=$((($difference_in_seconds%3600)/60))
   local elapsed_seconds=$(($difference_in_seconds%60))
+  printf -v total_time_elapsed "%02d:%02d:%02d" $elapsed_hours $elapsed_minutes $elapsed_seconds
+
+  # if the final section of the current script has not yet been reached, store the latest recorded benchmarking data in an array
+  if [[ ! "$is_final_section" == true ]]; then
+    benchmarks+=($title)
+    benchmarks+=($section_start_timestamp)
+    benchmarks+=($end_timestamp)
+    benchmarks+=($total_time_elapsed)
+  fi
 
-  printf -v benchmark "'${2}' - Total Time Elapsed: %02d:%02d:%02d" $elapsed_hours $elapsed_minutes $elapsed_seconds
-  if [ ${3} == true ]; then
-    printf -v start "     Start time: $script_start_timestamp"
-  else
-    printf -v start "     Start time: $start_timestamp"
+  if [[ "$is_final_section" == true ]]; then 
+
+    # if current section is the final section of the current sript, create a JSON object for the script as a whole
+    script_object=$(jq -n --arg script_name "$title" --arg script_start_timestamp "$script_start_timestamp" --arg end_timestamp "$end_timestamp" --arg total_time_elapsed "$total_time_elapsed" '{($script_name): {"overall": {"start_time": $script_start_timestamp, "end_time": $end_timestamp, "total_time_elapsed": $total_time_elapsed}}}')
+
+    #iterate over the benchmarks array in order to retrieve data from previous sections and create section objects for each
+    for ((i=0; i<${#benchmarks[@]}; i+=4)); do
+
+      section_object=$(jq -n --arg section_name "${benchmarks[i]}" --arg section_start_timestamp "${benchmarks[i+1]}" --arg end_timestamp "${benchmarks[i+2]}" --arg total_time_elapsed "${benchmarks[i+3]}" '{($section_name): {"start_time": $section_start_timestamp, "end_time": $end_timestamp, "total_time_elapsed": $total_time_elapsed}}')
+
+      # append the section objects to the current script object
+      script_object=$(jq -n --argjson script_object "$script_object" --argjson section_object "$section_object" --arg script_name "$title" '$script_object | .[$script_name] += $section_object')
+
+    done
+
+    echo "Benchmarks:"
+    echo "$script_object" | jq -C .
+
+    # after all section objects are appended to the current script object, append current script object to the array in ${VHD_BUILD_PERF_DATA}
+    jq ". += [$script_object]" ${VHD_BUILD_PERF_DATA} > tmp.json && mv tmp.json ${VHD_BUILD_PERF_DATA}
+    chmod 755 ${VHD_BUILD_PERF_DATA}
   fi
-  printf -v end "     End Time: $end_timestamp"
-  echo -e "\n$benchmark\n"
-  benchmarks+=("$benchmark")
-  benchmarks+=("$start")
-  benchmarks+=("$end")
-}
 
-show_benchmarks () {
-  echo -e "\nBenchmarks:\n"
-  for i in "${benchmarks[@]}"; do
-    echo "   $i"
-  done
-  echo
+  # reset timers for next section
+  section_start_stopwatch=$(date +%s)
+  section_start_timestamp=$(date +%H:%M:%S)
+
+  set -x
 }
 
 #HELPERSEOF
@@ -6,7 +6,7 @@ write_files:
   encoding: gzip
   owner: root
   content: !!binary |
-    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
+    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