Automate Android benchmark running / data processing (#2991)

2024-11-11 16:57:26 +01:00
parent ed353f24bf
commit 6b12d58a26
18 changed files with 723 additions and 304 deletions
--- a/.github/actions/aws-device-farm-run/action.yml
+++ b/.github/actions/aws-device-farm-run/action.yml
@@ -1,139 +0,0 @@
-name: 'aws-device-farm-run'
-description: 'Run device test on AWS Device Farm'
-inputs:
-  name:
-    description: 'Name of the test'
-    required: true
-  appType:
-    description: 'Type of upload for app'
-    required: true
-  appFile:
-    description: 'Application file to be uploaded'
-    required: false
-  testFile:
-    description: 'Application file to be uploaded'
-    required: false
-  testPackageType:
-    description: 'e.g. INSTRUMENTATION_TEST_PACKAGE, XCTEST_TEST_PACKAGE'
-    required: true
-  testType:
-    description: 'e.g. INSTRUMENTATION, XCTEST'
-    required: true
-  testFilter:
-    description: 'Filter tests'
-    required: false
-  externalData:
-    description: 'ARN of external data package'
-    required: false
-  AWS_ACCESS_KEY_ID:
-    description: "AWS_ACCESS_KEY_ID"
-    required: true
-  AWS_SECRET_ACCESS_KEY:
-    description: "AWS_SECRET_ACCESS_KEY"
-    required: true
-  AWS_ROLE_TO_ASSUME:
-    description: "AWS_ROLE_TO_ASSUME"
-    required: true
-  AWS_DEVICE_FARM_PROJECT_ARN:
-    description: "AWS_DEVICE_FARM_PROJECT_ARN"
-    required: true
-  AWS_DEVICE_FARM_DEVICE_POOL_ARN:
-    description: "AWS_DEVICE_FARM_DEVICE_POOL_ARN"
-    required: true
-  testSpecArn:
-    description: "ARN of test spec"
-    required: false
-outputs:
-  runArn:
-    description: ARN of run
-    value: ${{ steps.schedule_run.outputs.runArn }}
-runs:
-  using: "composite"
-  steps:
-      - name: Configure AWS Credentials
-        uses: aws-actions/configure-aws-credentials@v4
-        with:
-          aws-region: us-west-2
-          role-to-assume: ${{ inputs.AWS_ROLE_TO_ASSUME }}
-          role-session-name: ${{ github.run_id }}
-          role-duration-seconds: 14400
-
-      - name: Create upload app
-        shell: bash
-        run: |
-          response=$(aws devicefarm create-upload --type ${{ inputs.appType }} --name ${{ inputs.appFile }} --project-arn ${{ inputs.AWS_DEVICE_FARM_PROJECT_ARN }})
-          echo "$response"
-          arn="$(jq -r '.upload.arn' <<< "$response")"
-          url="$(jq -r '.upload.url' <<< "$response")"
-          echo "app_arn=$arn" >> "$GITHUB_ENV"
-          echo "app_url=$url" >> "$GITHUB_ENV"
-
-      - name: Create upload test package
-        shell: bash
-        run: |
-          response=$(aws devicefarm create-upload --type ${{ inputs.testPackageType }} --name ${{ inputs.testFile }} --project-arn ${{ inputs.AWS_DEVICE_FARM_PROJECT_ARN }})
-          echo "$response"
-          arn="$(jq -r '.upload.arn' <<< "$response")"
-          url="$(jq -r '.upload.url' <<< "$response")"
-          echo "test_package_arn=$arn" >> "$GITHUB_ENV"
-          echo "test_package_url=$url" >> "$GITHUB_ENV"
-
-      - name: Upload ${{ inputs.appFile }}, ${{ inputs.testFile }}
-        shell: bash
-        run: |
-          curl -T ${{ inputs.appFile }} "${{ env.app_url }}"
-          curl -T ${{ inputs.testFile }} "${{ env.test_package_url }}"
-
-          max_checks=10
-          sleep_time=5
-
-          check_status() {
-            aws devicefarm get-upload --arn "$1" | jq -r '.upload.status'
-          }
-
-          while ((max_checks--)); do
-            status_app="$(check_status "${{ env.app_arn }}")"
-            status_test_package="$(check_status "${{ env.test_package_arn }}")"
-
-            echo status_app="$status_app"
-            echo status_test_package="$status_test_package"
-
-            if [[ "$status_app" == "SUCCEEDED" && "$status_test_package" == "SUCCEEDED" ]]; then
-              exit 0
-            elif ((max_checks == 0)); then
-              echo "App or test package failed to upload"
-              exit 1
-            fi
-
-            sleep $sleep_time
-          done
-
-      - name: Schedule test run
-        id: schedule_run
-        shell: bash
-        run: |
-          arn="$(aws devicefarm schedule-run \
-            --project-arn ${{ inputs.AWS_DEVICE_FARM_PROJECT_ARN }} \
-            --name "MapLibre Native ${{ inputs.name }}" \
-            --app-arn ${{ env.app_arn }} \
-            --device-pool-arn ${{ inputs.AWS_DEVICE_FARM_DEVICE_POOL_ARN }} \
-            --test type=${{ inputs.testType }},testPackageArn=${{ env.test_package_arn }}${{ inputs.testFilter && ',filter=' }}${{ inputs.testFilter }}${{ inputs.testSpecArn && ',testSpecArn=' }}${{ inputs.testSpecArn }} \
-            ${{ inputs.externalData && '--configuration extraDataPackageArn=' }}${{ inputs.externalData }} \
-            --execution-configuration videoCapture=false \
-            --output text --query "run.arn")"
-          
-          echo "runArn=$arn" >> "$GITHUB_OUTPUT"
-          
-          # wait until result is not PENDING
-          # https://awscli.amazonaws.com/v2/documentation/api/latest/reference/devicefarm/get-run.html#output
-          while true; do
-            sleep 30
-            result="$(aws devicefarm get-run --arn "$arn" --output text --query "run.result")"
-            case $result in
-              FAILED|ERRORED|STOPPED) echo "Run $result" && exit 1 ;;
-              SKIPPED|PASSED) echo "Run $result" && exit 0 ;;
-              PENDING) continue ;;
-              *) echo "Unexpected run result $result" && exit 1 ;;
-            esac
-          done
-
--- a/.github/workflows/android-device-test.yml
+++ b/.github/workflows/android-device-test.yml
@@ -70,6 +70,10 @@ jobs:
    steps:
      - uses: actions/checkout@v4

+      - uses: actions/setup-node@v4
+        with:
+          node-version-file: '.nvmrc'
+
      - id: parent_workflow
        run: |
          conclusion=$(curl ${{ github.event.workflow_run.jobs_url }} | jq -r '.jobs[] | select(.name == "android-build").conclusion')
@@ -131,32 +135,24 @@ jobs:
          role-to-assume: ${{ vars.OIDC_AWS_ROLE_TO_ASSUME }}
          role-session-name: ${{ github.run_id }}
      
-      - name: Upload external data
-        if: env.run_device_test == 'true'
+      - name: Run ${{ matrix.test.name }} on AWS Device Farm
        run: |
-          export RESULTS_API=${{ secrets.MLN_RESULTS_API }}
-          export AWS_DEVICE_FARM_PROJECT_ARN=${{ vars.AWS_DEVICE_FARM_PROJECT_ARN }}
-          upload_arn="$(.github/workflows/android-device-test/upload-external-data.sh)"
-          echo external_data_arn="$upload_arn" >> "$GITHUB_ENV"
+          export name="${{ matrix.test.name }}"
+          export appType=ANDROID_APP
+          export appFile="${{ matrix.test.appFile }}"
+          export testFile="${{ matrix.test.testFile }}"
+          export testPackageType=INSTRUMENTATION_TEST_PACKAGE
+          export testType=INSTRUMENTATION
+          export testFilter="${{ matrix.test.testFilter }}"
+          export AWS_ACCESS_KEY_ID="${{ secrets.AWS_ACCESS_KEY_ID }}"
+          export AWS_SECRET_ACCESS_KEY="${{ secrets.AWS_SECRET_ACCESS_KEY }}"
+          export AWS_ROLE_TO_ASSUME="${{ vars.OIDC_AWS_ROLE_TO_ASSUME }}"
+          export AWS_DEVICE_FARM_PROJECT_ARN="${{ vars.AWS_DEVICE_FARM_PROJECT_ARN }}"
+          export AWS_DEVICE_FARM_DEVICE_POOL_ARN="${{ matrix.test.devicePool }}"
+          export testSpecArn="${{ matrix.test.testSpecArn }}"
+          export wait_for_completion=true

-      - uses: ./.github/actions/aws-device-farm-run
-        id: aws_device_farm_run
-        if: env.run_device_test == 'true'
-        with:
-          name: ${{ matrix.test.name }}
-          appType: ANDROID_APP
-          appFile: ${{ matrix.test.appFile }}
-          testFile: ${{ matrix.test.testFile }}
-          testPackageType: INSTRUMENTATION_TEST_PACKAGE
-          testType: INSTRUMENTATION
-          testFilter: ${{ matrix.test.testFilter }}
-          AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
-          AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
-          AWS_ROLE_TO_ASSUME: ${{ vars.OIDC_AWS_ROLE_TO_ASSUME }}
-          AWS_DEVICE_FARM_PROJECT_ARN: ${{ vars.AWS_DEVICE_FARM_PROJECT_ARN }}
-          AWS_DEVICE_FARM_DEVICE_POOL_ARN: ${{ matrix.test.devicePool }}
-          externalData: ${{ env.external_data_arn }}
-          testSpecArn: ${{ matrix.test.testSpecArn }}
+          echo run_arn="$(./scripts/aws-device-farm/aws-device-farm-run.sh)" > "$GITHUB_ENV"

      - name: Store Test Artifacts
        if: (matrix.test.name == 'Android Benchmark' || failure()) && env.run_device_test == 'true'
@@ -164,19 +160,15 @@ jobs:
          npm install
          results_dir="$(mktemp -d)"
          echo results_dir="$results_dir" >> "$GITHUB_ENV"
-          node scripts/aws-device-farm/store-test-artifacts.mjs --runArn ${{ steps.aws_device_farm_run.outputs.runArn }} --outputDir "$results_dir"
-          zip -r test_artifacts.zip ${{ env.results_dir }}
+          node scripts/aws-device-farm/store-test-artifacts.mjs --runArn ${{ env.run_arn }} --outputDir "$results_dir"
+          zip -r test_artifacts.zip "$results_dir"
      
      - name: Store Benchmark Results
        if: matrix.test.name == 'Android Benchmark' && env.run_device_test == 'true'
        run: |
-          for zipfile in ${{ env.results_dir }}/*.zip; do
-            unzip "$zipfile" -d "${zipfile%.zip}"
-          done
-
-          find "${{ env.results_dir }}" -name 'benchmark_results.json' | while read -r benchmark_json; do
-            aws s3 cp "$benchmark_json" "s3://maplibre-native/android-benchmark-render/$(uuidgen).json"
-          done
+          benchmark_results_dir="$(mktemp -d)"
+          node scripts/aws-device-farm/collect-benchmark-outputs.mjs --inputDir "${{ env.results_dir }}" --outputDir "$benchmark_results_dir"
+          node scripts/aws-device-farm/upload-benchmark-outputs-to-s3.mjs --dir "$benchmark_results_dir"

      - name: Upload Test Artifacts
        if: (matrix.test.name == 'Android Benchmark' || failure()) && env.run_device_test == 'true'
--- a/.github/workflows/android-device-test/upload-external-data.sh
+++ b/.github/workflows/android-device-test/upload-external-data.sh
@@ -1,46 +0,0 @@
-#!/bin/bash
-
-set -e
-
-# Check if the required variables are defined
-if [ -z "$RESULTS_API" ] || [ -z "$AWS_DEVICE_FARM_PROJECT_ARN" ]; then
-  echo "Error: Missing required variables."
-  exit 1
-fi
-
-cd "$(mktemp -d)"
-
-cat << EOF > instrumentation-test-input.json
-{
-  "styleNames": ["Facebook Light", "MapTiler Basic", "Americana"],
-  "styleURLs": [
-    "https://external.xx.fbcdn.net/maps/vt/style/canterbury_1_0/?locale=en_US",
-    "https://api.maptiler.com/maps/basic-v2/style.json?key=get_your_own_OpIi9ZULNHzrESv6T2vL",
-    "https://americanamap.org/style.json"
-  ],
-  "resultsAPI": "$RESULTS_API",
-  "apiKey": "get_your_own_OpIi9ZULNHzrESv6T2vL"
-}
-EOF
-
->&2 zip instrumentation-test-input.zip instrumentation-test-input.json
-upload_json="$(aws devicefarm create-upload --project-arn "$AWS_DEVICE_FARM_PROJECT_ARN" --type EXTERNAL_DATA --name instrumentation-test-input.zip --output json)"
-upload_url="$(echo "$upload_json" | jq -r '.upload.url')"
-upload_arn="$(echo "$upload_json" | jq -r '.upload.arn')"
-curl -T instrumentation-test-input.zip "$upload_url"
-
-retries=5
-while true; do
-  upload_status="$(aws devicefarm get-upload --arn "$upload_arn" --output text --query upload.status)"
-  >&2 echo "Upload $upload_status"
-  sleep 1
-  if [[ "$upload_status" == "SUCCEEDED" ]]; then
-    break
-  fi
-
-  if (( --retries == 0 )); then
-    exit 1
-  fi
-done
-
-echo "$upload_arn"
--- a/.github/workflows/ios-device-test.yml
+++ b/.github/workflows/ios-device-test.yml
@@ -49,20 +49,23 @@ jobs:
        with:
          files: "${{ matrix.test.xcTestFile }}, ${{ matrix.test.ipaFile }}"

-      - uses: ./.github/actions/aws-device-farm-run
+      - name: Run ${{ matrix.test.name }} on AWS Device Farm
        if: steps.check_files.outputs.files_exists == 'true'
-        with:
-          name: ${{ matrix.test.name }}
-          appType: IOS_APP
-          appFile: ${{ matrix.test.ipaFile }}
-          testFile: ${{ matrix.test.xcTestFile }}
-          testPackageType: XCTEST_TEST_PACKAGE
-          testType: XCTEST
-          AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
-          AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
-          AWS_ROLE_TO_ASSUME: ${{ vars.OIDC_AWS_ROLE_TO_ASSUME }}
-          AWS_DEVICE_FARM_PROJECT_ARN: ${{ vars.AWS_DEVICE_FARM_PROJECT_ARN }}
-          AWS_DEVICE_FARM_DEVICE_POOL_ARN: ${{ vars.AWS_DEVICE_FARM_IPHONE_DEVICE_POOL_ARN }}
+        run: |
+          export name="${{ matrix.test.name }}"
+          export appType=IOS_APP
+          export appFile="${{ matrix.test.ipaFile }}"
+          export testFile="${{ matrix.test.xcTestFile }}"
+          export testPackageType=XCTEST_TEST_PACKAGE
+          export testType=XCTEST
+          export AWS_ACCESS_KEY_ID="${{ secrets.AWS_ACCESS_KEY_ID }}"
+          export AWS_SECRET_ACCESS_KEY="${{ secrets.AWS_SECRET_ACCESS_KEY }}"
+          export AWS_ROLE_TO_ASSUME="${{ vars.OIDC_AWS_ROLE_TO_ASSUME }}"
+          export AWS_DEVICE_FARM_PROJECT_ARN="${{ vars.AWS_DEVICE_FARM_PROJECT_ARN }}"
+          export AWS_DEVICE_FARM_DEVICE_POOL_ARN="${{ vars.AWS_DEVICE_FARM_IPHONE_DEVICE_POOL_ARN }}"
+          export wait_for_completion=true
+
+          ./scripts/aws-device-farm/aws-device-farm-run.sh

      - uses: LouisBrunner/checks-action@v2.0.0
        if: always()
--- a/.nvmrc
+++ b/.nvmrc
@@ -1 +1 @@
-20.14.0
+23
--- a/package-lock.json
+++ b/package-lock.json
@@ -23,7 +23,7 @@
        "@octokit/rest": "^20.1.0",
        "@types/argparse": "^2.0.16",
        "@types/ejs": "^3.1.5",
-        "@types/node": "^20.16.1",
+        "@types/node": "^22.9.0",
        "argparse": "^2.0.1",
        "csscolorparser": "^1.0.3",
        "d3-queue": "3.0.7",
@@ -2180,13 +2180,13 @@
      "license": "MIT"
    },
    "node_modules/@types/node": {
-      "version": "20.16.1",
-      "resolved": "https://registry.npmjs.org/@types/node/-/node-20.16.1.tgz",
-      "integrity": "sha512-zJDo7wEadFtSyNz5QITDfRcrhqDvQI1xQNQ0VoizPjM/dVAODqqIUWbJPkvsxmTI0MYRGRikcdjMPhOssnPejQ==",
+      "version": "22.9.0",
+      "resolved": "https://registry.npmjs.org/@types/node/-/node-22.9.0.tgz",
+      "integrity": "sha512-vuyHg81vvWA1Z1ELfvLko2c8f34gyA0zaic0+Rllc5lbCnbSyuvb2Oxpm6TAUAC/2xZN3QGqxBNggD1nNR2AfQ==",
      "dev": true,
      "license": "MIT",
      "dependencies": {
-        "undici-types": "~6.19.2"
+        "undici-types": "~6.19.8"
      }
    },
    "node_modules/@xmldom/xmldom": {
--- a/package.json
+++ b/package.json
@@ -21,7 +21,7 @@
    "@octokit/rest": "^20.1.0",
    "@types/argparse": "^2.0.16",
    "@types/ejs": "^3.1.5",
-    "@types/node": "^20.16.1",
+    "@types/node": "^22.9.0",
    "argparse": "^2.0.1",
    "csscolorparser": "^1.0.3",
    "d3-queue": "3.0.7",
--- a/platform/android/MapLibreAndroidTestApp/src/main/java/org/maplibre/android/testapp/activity/benchmark/BenchmarkActivity.kt
+++ b/platform/android/MapLibreAndroidTestApp/src/main/java/org/maplibre/android/testapp/activity/benchmark/BenchmarkActivity.kt
@@ -26,6 +26,7 @@ import org.maplibre.android.maps.MapLibreMap
 import org.maplibre.android.maps.MapLibreMap.CancelableCallback
 import org.maplibre.android.maps.MapView
 import org.maplibre.android.testapp.R
+import org.maplibre.android.testapp.styles.TestStyles
 import org.maplibre.android.testapp.utils.BenchmarkInputData
 import org.maplibre.android.testapp.utils.BenchmarkResult
 import org.maplibre.android.testapp.utils.BenchmarkRun
@@ -149,19 +150,19 @@ class BenchmarkActivity : AppCompatActivity() {
        return BenchmarkInputData(
            styleNames = listOf(
                "AWS Open Data Standard Light",
-                "Facebook Light",
+//                "Facebook Light",
                "Americana",
-                "Protomaps Light",
-                "Versatiles Colorful",
-                "OpenFreeMap Bright"
+//                "Protomaps Light",
+//                "Versatiles Colorful",
+               "OpenFreeMap Bright"
            ),
            styleURLs = listOf(
                "https://maps.geo.us-east-2.amazonaws.com/maps/v0/maps/OpenDataStyle/style-descriptor?key=v1.public.eyJqdGkiOiI1NjY5ZTU4My0yNWQwLTQ5MjctODhkMS03OGUxOTY4Y2RhMzgifR_7GLT66TNRXhZJ4KyJ-GK1TPYD9DaWuc5o6YyVmlikVwMaLvEs_iqkCIydspe_vjmgUVsIQstkGoInXV_nd5CcmqRMMa-_wb66SxDdbeRDvmmkpy2Ow_LX9GJDgL2bbiCws0wupJPFDwWCWFLwpK9ICmzGvNcrPbX5uczOQL0N8V9iUvziA52a1WWkZucIf6MUViFRf3XoFkyAT15Ll0NDypAzY63Bnj8_zS8bOaCvJaQqcXM9lrbTusy8Ftq8cEbbK5aMFapXRjug7qcrzUiQ5sr0g23qdMvnKJQFfo7JuQn8vwAksxrQm6A0ByceEXSfyaBoVpFcTzEclxUomhY.NjAyMWJkZWUtMGMyOS00NmRkLThjZTMtODEyOTkzZTUyMTBi",
-                "https://external.xx.fbcdn.net/maps/vt/style/canterbury_1_0/?locale=en_US",
+//                "https://external.xx.fbcdn.net/maps/vt/style/canterbury_1_0/?locale=en_US",
                "https://americanamap.org/style.json",
-                "https://api.protomaps.com/styles/v2/light.json?key=e761cc7daedf832a",
-                "https://tiles.versatiles.org/assets/styles/colorful.json",
-                "https://tiles.openfreemap.org/styles/bright"
+//                "https://api.protomaps.com/styles/v2/light.json?key=e761cc7daedf832a",
+//                "https://tiles.versatiles.org/assets/styles/colorful.json",
+               "https://tiles.openfreemap.org/styles/bright"
            )
        )
    }
@@ -192,20 +193,26 @@ class BenchmarkActivity : AppCompatActivity() {
        mapView.getMapAsync { maplibreMap: MapLibreMap ->
            val benchmarkResult = BenchmarkResult(arrayListOf())

+            val benchmarkSlowDuration = 70000
+            val benchmarkFastDuration = 15000
+
            lifecycleScope.launch {
                val benchmarkRuns = inputData.styleNames.zip(inputData.styleURLs).flatMap { (styleName, styleUrl) ->
                    listOf(
-                        BenchmarkRun(styleName, styleUrl, true),
-                        BenchmarkRun(styleName, styleUrl, false)
+                        BenchmarkRun(styleName, styleUrl, true, benchmarkSlowDuration),
+                        BenchmarkRun(styleName, styleUrl, false, benchmarkSlowDuration)
                    )
                }.toTypedArray()
-                val benchmarkIterations = 5
+                val benchmarkIterations = 4
                for (i in 0 until benchmarkIterations) {
                    for (benchmarkRun in benchmarkRuns) {
-                        val benchmarkRunResult = doBenchmarkRun(maplibreMap, benchmarkRun)
+                        val benchmarkRunResult = doBenchmarkRun(
+                            maplibreMap,
+                            // do one fast run to cache needed tiles
+                            if (i == 0)  benchmarkRun.copy(duration = benchmarkFastDuration) else benchmarkRun)
                        val benchmarkPair = Pair(benchmarkRun, benchmarkRunResult)
-                        benchmarkResult.runs.add(benchmarkPair)
-                        println(jsonPayload(BenchmarkResult(arrayListOf(benchmarkPair))))
+                        // don't store results for fast run
+                        if (i != 0) benchmarkResult.runs.add(benchmarkPair)
                    }
                }

@@ -238,7 +245,7 @@ class BenchmarkActivity : AppCompatActivity() {
        for (place in PLACES) {
            maplibreMap.animateCameraSuspend(
                CameraUpdateFactory.newLatLngZoom(place, 14.0),
-                10000
+                benchmarkRun.duration
            )
        }
        val endTime = System.nanoTime()
@@ -305,10 +312,10 @@ class BenchmarkActivity : AppCompatActivity() {
            LatLng(38.9072, -77.0369), // DC
            LatLng(52.3702, 4.8952), // AMS
            LatLng(60.1699, 24.9384), // HEL
-            LatLng(-13.1639, -74.2236), // AYA
-            LatLng(52.5200, 13.4050), // BER
-            LatLng(12.9716, 77.5946), // BAN
-            LatLng(31.2304, 121.4737) // SHA
+//            LatLng(-13.1639, -74.2236), // AYA
+//            LatLng(52.5200, 13.4050), // BER
+//            LatLng(12.9716, 77.5946), // BAN
+//            LatLng(31.2304, 121.4737) // SHA
        )
    }
 }
--- a/platform/android/MapLibreAndroidTestApp/src/main/java/org/maplibre/android/testapp/utils/BenchmarkUtils.kt
+++ b/platform/android/MapLibreAndroidTestApp/src/main/java/org/maplibre/android/testapp/utils/BenchmarkUtils.kt
@@ -25,6 +25,7 @@ data class BenchmarkRun(
    val styleName: String,
    val styleURL: String,
    val syncRendering: Boolean,
+    val duration: Int
 )

 data class BenchmarkRunResult(
@@ -58,6 +59,7 @@ fun jsonPayload(benchmarkResult: BenchmarkResult): JsonObject {
        put("renderer", JsonPrimitive(BuildConfig.FLAVOR))
        put("debugBuild", JsonPrimitive(BuildConfig.DEBUG))
        put("gitRevision", JsonPrimitive(GIT_REVISION))
+        put("timestamp", JsonPrimitive(System.currentTimeMillis()))
    }
 }

--- a/platform/android/scripts/run-benchmark.sh
+++ b/platform/android/scripts/run-benchmark.sh
@@ -0,0 +1,16 @@
+#!/bin/bash
+
+./gradlew assembleLegacyRelease assembleLegacyReleaseAndroidTest -PtestBuildType=release
+
+export AWS_DEVICE_FARM_PROJECT_ARN="arn:aws:devicefarm:us-west-2:373521797162:project:20687d72-0e46-403e-8f03-0941850665bc"
+export AWS_DEVICE_FARM_DEVICE_POOL_ARN="arn:aws:devicefarm:us-west-2:373521797162:devicepool:20687d72-0e46-403e-8f03-0941850665bc/b4d75cb6-f210-4927-b94e-17eae054fea7"
+export appType=ANDROID_APP
+export appFile="MapLibreAndroidTestApp/build/outputs/apk/legacy/release/MapLibreAndroidTestApp-legacy-release.apk"
+export testFile="MapLibreAndroidTestApp/build/outputs/apk/androidTest/legacy/release/MapLibreAndroidTestApp-legacy-release-androidTest.apk"
+export testType="INSTRUMENTATION"
+export testPackageType="INSTRUMENTATION_TEST_PACKAGE"
+export testSpecArn="arn:aws:devicefarm:us-west-2:373521797162:upload:20687d72-0e46-403e-8f03-0941850665bc/14862afb-cf88-44aa-9f1e-5131cbb22f01"
+export testFilter="org.maplibre.android.benchmark.Benchmark"
+export name="Android Benchmark"
+
+../../scripts/aws-device-farm/aws-device-farm-run.sh
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -44,8 +44,8 @@ devDependencies:
    specifier: ^3.1.5
    version: 3.1.5
  '@types/node':
-    specifier: ^20.16.1
-    version: 20.16.1
+    specifier: ^22.9.0
+    version: 22.9.0
  argparse:
    specifier: ^2.0.1
    version: 2.0.1
@@ -1545,8 +1545,8 @@ packages:
    resolution: {integrity: sha512-nv+GSx77ZtXiJzwKdsASqi+YQ5Z7vwHsTP0JY2SiQgjGckkBRKZnk8nIM+7oUZ1VCtuTz0+By4qVR7fqzp/Dfg==}
    dev: true

-  /@types/node@20.16.1:
-    resolution: {integrity: sha512-zJDo7wEadFtSyNz5QITDfRcrhqDvQI1xQNQ0VoizPjM/dVAODqqIUWbJPkvsxmTI0MYRGRikcdjMPhOssnPejQ==}
+  /@types/node@22.9.0:
+    resolution: {integrity: sha512-vuyHg81vvWA1Z1ELfvLko2c8f34gyA0zaic0+Rllc5lbCnbSyuvb2Oxpm6TAUAC/2xZN3QGqxBNggD1nNR2AfQ==}
    dependencies:
      undici-types: 6.19.8
    dev: true
--- a/scripts/aws-device-farm/aws-device-farm-run.sh
+++ b/scripts/aws-device-farm/aws-device-farm-run.sh
@@ -0,0 +1,106 @@
+#!/bin/bash
+
+# List of required environment variables
+required_vars=(
+  "AWS_DEVICE_FARM_PROJECT_ARN"
+  "AWS_DEVICE_FARM_DEVICE_POOL_ARN"
+  "appFile"
+  "appType"
+  "testFile"
+  "testType"
+  "testPackageType"
+  "name"
+)
+
+check_var() {
+  var_name=$1
+  if [[ -z "${!var_name}" ]]; then
+      echo "Error: Environment variable $var_name is not set."
+      exit 1
+  fi
+}
+
+for var in "${required_vars[@]}"; do
+  check_var "$var"
+done
+
+if [[ ! -f "$appFile" ]]; then
+  echo "Error: App file $appFile does not exist."
+  exit 1
+fi
+
+if [[ ! -f "$testFile" ]]; then
+  echo "Error: Test file $testFile does not exist."
+  exit 1
+fi
+
+# Create upload app
+response=$(aws devicefarm create-upload --type "$appType" --name "$(basename "$appFile")" --project-arn "$AWS_DEVICE_FARM_PROJECT_ARN")
+echo "$response" >&2
+app_arn="$(jq -r '.upload.arn' <<< "$response")"
+app_url="$(jq -r '.upload.url' <<< "$response")"
+
+# Create upload test package
+response=$(aws devicefarm create-upload --type "$testPackageType" --name "$(basename "$testFile")" --project-arn "$AWS_DEVICE_FARM_PROJECT_ARN")
+echo "$response" >&2
+test_package_arn="$(jq -r '.upload.arn' <<< "$response")"
+test_package_url="$(jq -r '.upload.url' <<< "$response")"
+
+# Upload app and test package
+curl -T "$appFile" "$app_url"
+curl -T "$testFile" "$test_package_url"
+
+max_checks=10
+sleep_time=5
+
+check_status() {
+  aws devicefarm get-upload --arn "$1" | jq -r '.upload.status'
+}
+
+while ((max_checks--)); do
+  status_app="$(check_status "$app_arn")"
+  status_test_package="$(check_status "$test_package_arn")"
+
+  status_app="$status_app"
+  status_test_package="$status_test_package"
+
+  if [[ "$status_app" == "SUCCEEDED" && "$status_test_package" == "SUCCEEDED" ]]; then
+    echo "Uploads succeeded"  >&2
+    break
+  elif ((max_checks == 0)); then
+    echo "App or test package failed to upload"  >&2
+    exit 1
+  fi
+
+  sleep $sleep_time
+done
+
+# Schedule test run
+arn="$(aws devicefarm schedule-run \
+  --project-arn "$AWS_DEVICE_FARM_PROJECT_ARN" \
+  --name "MapLibre Native $name" \
+  --app-arn "$app_arn" \
+  --device-pool-arn "$AWS_DEVICE_FARM_DEVICE_POOL_ARN" \
+  --test type=$testType,testPackageArn=$test_package_arn${testFilter:+,filter=$testFilter}${testSpecArn:+,testSpecArn=$testSpecArn} \
+  --execution-configuration videoCapture=false \
+  --output text --query run.arn)"
+
+echo "$arn"
+
+if [[ "$wait_for_completion" != "true" ]]; then
+  echo "Not waiting for run to complete" >&2
+  exit 0
+fi
+
+# wait until result is not PENDING
+# https://awscli.amazonaws.com/v2/documentation/api/latest/reference/devicefarm/get-run.html#output
+while true; do
+  sleep 30
+  result="$(aws devicefarm get-run --arn "$arn" --output text --query "run.result")"
+  case $result in
+    FAILED|ERRORED|STOPPED) echo "Run $result" && exit 1 ;;
+    SKIPPED|PASSED) echo "Run $result" && exit 0 ;;
+    PENDING) continue ;;
+    *) echo "Unexpected run result $result" && exit 1 ;;
+  esac
+done
--- a/scripts/aws-device-farm/collect-benchmark-outputs.mjs
+++ b/scripts/aws-device-farm/collect-benchmark-outputs.mjs
@@ -0,0 +1,87 @@
+import * as fs from "node:fs/promises";
+import { exec } from 'node:child_process';
+import { parseArgs, promisify } from "node:util";
+import * as path from "node:path";
+
+const execPromise = promisify(exec);
+
+/**
+ * @returns {never}
+ */
+function usage() {
+  console.error("Collects benchmark outputs from AWS Device Farm artifacts");
+  console.error("Usage: node collect-benchmark-outputs.mjs --inputDir INPUT_DIR --outputDir OUTPUT_DIR");
+  process.exit(1);
+}
+
+function getArgs() {
+  const {
+    values
+  } = parseArgs({
+    options: {
+      outputDir: {
+        type: "string",
+      },
+      inputDir: {
+        type: "string"
+      },
+    },
+  });
+  const { outputDir, inputDir } = values;
+  if (typeof outputDir !== 'string') usage();
+
+  if (typeof inputDir !== 'string') usage();
+
+  return {
+    outputDir,
+    inputDir
+  }
+}
+
+const { outputDir, inputDir } = getArgs();
+
+await unzipFilesInDirectory(inputDir);
+await writeResultsToOutputDir();
+
+///////////////////////////////////////////////////////////////////////////////
+
+/**
+ * 
+ * @param {string} directory 
+ */
+async function unzipFilesInDirectory(directory) {
+  try {
+    const files = await fs.readdir(directory);
+    const zipFiles = files.filter(file => file.endsWith('.zip'));
+
+    for (const zipFile of zipFiles) {
+      const zipFilePath = path.join(directory, zipFile);
+      const { name } = path.parse(zipFile);
+      const extractDir = path.join(directory, name);
+
+      await fs.mkdir(extractDir, { recursive: true });
+
+      await execPromise(`unzip "${zipFilePath}" -d "${extractDir}"`);
+      console.log(`Extracted ${zipFile} to ${extractDir}`);
+    }
+
+  } catch (error) {
+    if (error instanceof Error) console.error(`Error unzipping files: ${error.message}`);
+  }
+}
+
+async function writeResultsToOutputDir() {
+  for await (const benchmarkResultPath of fs.glob("**/benchmark_results.json", {cwd: inputDir})) {
+    try {
+      const fullBenchmarkResultPath  = path.join(inputDir, benchmarkResultPath);
+      const benchmarkResultContents = await fs.readFile(fullBenchmarkResultPath, {encoding: 'utf-8'});
+      const benchmarkResults = JSON.parse(benchmarkResultContents);
+      const { timestamp } = benchmarkResults;
+      if (typeof timestamp !== 'number') throw new Error("No timestamp found in bechmark result");
+      await fs.copyFile(fullBenchmarkResultPath, path.join(outputDir, `${timestamp}.json`));
+    } catch (err) {
+      console.error(`Error ${err}. Skipping: '${benchmarkResultPath}'`);
+    }
+  }
+  console.log(`Wrote benchmark results to ${outputDir}`);
+}
--- a/scripts/aws-device-farm/device-farm-client.mjs
+++ b/scripts/aws-device-farm/device-farm-client.mjs
@@ -3,5 +3,5 @@ import {
 } from "@aws-sdk/client-device-farm";

 export function getDeviceFarmClient() {
-  return new DeviceFarmClient({ region: "us-west-2" });
+  return new DeviceFarmClient({ region: "us-west-2", retryMode: "adaptive", maxAttempts: 10 });
 }
--- a/scripts/aws-device-farm/plot-android-benchmark-results.py
+++ b/scripts/aws-device-farm/plot-android-benchmark-results.py
@@ -0,0 +1,98 @@
+import sqlite3
+import matplotlib.pyplot as plt
+import numpy as np
+import math
+import argparse
+
+parser = argparse.ArgumentParser("plot-android-benchmark-results")
+parser.add_argument("db", help="Path to SQLite database with results", type=str)
+args = parser.parse_args()
+
+# Connect to the SQLite database
+conn = sqlite3.connect(args.db)  # Replace with your database file path
+cursor = conn.cursor()
+
+# Query to get the average FPS and variance for each style, renderer, and model where syncRendering=0
+query = """
+SELECT deviceManufacturer, model, styleName, renderer,
+       AVG(fps) AS avg_fps,
+       (
+           AVG(fps * fps) - AVG(fps) * AVG(fps)
+       ) AS variance_fps
+FROM benchmark_result
+WHERE syncRendering = 0
+GROUP BY deviceManufacturer, model, styleName, renderer
+ORDER BY deviceManufacturer, model, styleName, renderer
+"""
+
+# Execute the query
+cursor.execute(query)
+rows = cursor.fetchall()
+
+# Close the connection to the database
+conn.close()
+
+# Organize the data into a dictionary for plotting
+data = {}
+for row in rows:
+    manufacturer, model, style, renderer, avg_fps, variance_fps = row
+    device = f"{manufacturer} {model}"
+    if device not in data:
+        data[device] = {}
+    if style not in data[device]:
+        data[device][style] = {'fps': [], 'stddev': []}
+    stddev_fps = math.sqrt(max(variance_fps, 0))  # Calculate the standard deviation and ensure it's not negative
+    data[device][style]['fps'].append((renderer, avg_fps))
+    data[device][style]['stddev'].append((renderer, stddev_fps))
+
+# Define the colors for each renderer
+colors = {'legacy': 'gray', 'drawable': 'blue', 'vulkan': 'red'}
+renderer_order = ['legacy', 'drawable', 'vulkan']
+
+legend_names = {'legacy': 'Legacy', 'drawable': 'OpenGL', 'vulkan': 'Vulkan'}
+
+# Create subplots for each device
+num_devices = len(data)
+fig, axes = plt.subplots(num_devices, 1, figsize=(10, 6 * num_devices))
+
+if num_devices == 1:
+    axes = [axes]
+
+# Plot data for each device
+for ax, (device, styles) in zip(axes, data.items()):
+    # Get a sorted list of styles
+    style_names = sorted(styles.keys())
+
+    # Number of styles
+    n_styles = len(style_names)
+
+    # Create an array with the position of each group of bars
+    bar_width = 0.25
+    index = np.arange(n_styles)
+
+    # Plot each renderer's bar with error bars in the defined order
+    for i, renderer in enumerate(renderer_order):
+        avg_fps_values = []
+        stddev_values = []
+        for style in style_names:
+            fps_values = dict(styles[style]['fps'])
+            stddev_values_dict = dict(styles[style]['stddev'])
+            # Use get to return a default of 0 if the renderer is not present
+            avg_fps_values.append(fps_values.get(renderer, 0))
+            stddev_values.append(stddev_values_dict.get(renderer, 0))
+        ax.bar(index + i * bar_width, avg_fps_values, bar_width, yerr=stddev_values,
+               label=legend_names[renderer], color=colors[renderer], capsize=5, error_kw={'elinewidth': 1, 'ecolor': 'black'})
+
+    # Set the title, labels, ticks, etc.
+    ax.set_title(device)
+    ax.set_xlabel('Style')
+    ax.set_ylabel('Average FPS')
+    ax.set_xticks(index + bar_width)
+    ax.set_xticklabels(style_names)
+    ax.legend(title='Renderer')
+
+# Adjust layout
+plt.tight_layout()
+
+# Show the plot
+plt.savefig('plot.png')
--- a/scripts/aws-device-farm/store-test-artifacts.mjs
+++ b/scripts/aws-device-farm/store-test-artifacts.mjs
@@ -8,6 +8,18 @@ import { parseArgs } from "node:util";
 import { ArtifactType, ListArtifactsCommand, ListJobsCommand, ListSuitesCommand } from "@aws-sdk/client-device-farm";
 import { getDeviceFarmClient } from "./device-farm-client.mjs";

+/**
+ * @returns {never}
+ */
+function usage() {
+  console.error("Stores artifacts from AWS Device Farm run");
+  console.error("Usage: node store-test-artifacts.mjs --outputDir OUTPUT_DIR --runArn RUN_ARN");
+  console.error("Arguments:")
+  console.error("--customerArtifacts: only download customer artifacts");
+  console.error("--testsSuite: only download stuff from Tests Suite");
+  process.exit(1);
+}
+
 function getArgs() {
  const {
    values
@@ -17,10 +29,11 @@ function getArgs() {
        type: "string",
      },
      runArn: {
-        type: "string"
+        type: "string",
+        multiple: true
      },
      testsSuite: {
-       type: "boolean" 
+        type: "boolean"
      },
      customerArtifacts: {
        type: "boolean"
@@ -30,7 +43,7 @@ function getArgs() {
  const { outputDir, runArn } = values;
  if (typeof outputDir !== 'string') usage();

-  if (typeof runArn !== 'string') usage();
+  if (!runArn || !runArn.length) usage();

  function suitesFilter() {
    const names = new Set();
@@ -57,56 +70,54 @@ function getArgs() {

 const { outputDir, runArn, suitesFilter, artifactsToDownload } = getArgs();

-/**
- * @returns {never}
- */
-function usage() {
-  console.error("Stores artifacts from AWS Device Farm run");
-  console.error("Usage: node store-test-artifacts.mjs --outputDir OUTPUT_DIR --runArn RUN_ARN");
-  console.error("Arguments:")
-  console.error("--customerArtifacts: only download customer artifacts");
-  console.error("--testsSuite: only download stuff from Tests Suite");
-  process.exit(1);
-}
-
 if (!fs.existsSync(outputDir)) {
  console.error("Output dir does not exist");
  process.exit(1);
 }

 const deviceFarmClient = getDeviceFarmClient();
+await storeRunArtifacts(runArn, outputDir);
+
+///////////////////////////////////////////////////////////////////////////////

 /**
 * Looks for the run with the provided ARN and returns the test spec output.
 * 
- * @param {string} arn 
+ * @param {string[]} arnArr
+ * @param {string} outputDir
 * @returns string
 */
-async function getTestSpecOutput(arn) {
-  const jobs = await deviceFarmClient.send(new ListJobsCommand({
-    arn
-  }));
+async function storeRunArtifacts(arnArr, outputDir) {
+  for (const arn of arnArr) {
+    const jobs = await deviceFarmClient.send(new ListJobsCommand({
+      arn
+    }));

-  await Promise.all((jobs.jobs || []).map(async (job) => {
-    const suites = await deviceFarmClient.send(new ListSuitesCommand({arn: job.arn}));
-    await Promise.all((suites.suites || []).filter(suitesFilter).map(async (suite) => {
-      const artifacts = await deviceFarmClient.send(new ListArtifactsCommand({
-        arn: suite.arn,
-        type: 'FILE'
-      }));
-      await Promise.all((artifacts.artifacts || []).map(async (artifact) => {
-        if (!artifact.name || !artifact.url || !artifact.type) return;
-        if (artifactsToDownload.includes(artifact.type)) {
-          const filename = `${artifact.name.replaceAll(' ', '_')}-${crypto.randomBytes(10).toString('hex')}.${artifact.extension}`;
-          const res = await fetch(artifact.url);
-          if (!res.ok || !res.body) return;
-          const destination = path.resolve(outputDir, filename);
-          const fileStream = fs.createWriteStream(destination, { flags: 'wx' });
-          await finished(Readable.fromWeb(/** @type {any} **/ (res.body)).pipe(fileStream));
-        }
+    await Promise.all((jobs.jobs || []).map(async (job) => {
+      const suites = await deviceFarmClient.send(new ListSuitesCommand({ arn: job.arn }));
+      await Promise.all((suites.suites || []).filter(suitesFilter).map(async (suite) => {
+        const artifacts = await deviceFarmClient.send(new ListArtifactsCommand({
+          arn: suite.arn,
+          type: 'FILE'
+        }));
+        await Promise.all((artifacts.artifacts || []).map(async (artifact) => {
+          if (!artifact.name || !artifact.url || !artifact.type) return;
+          if (artifactsToDownload.includes(artifact.type)) {
+            if (!artifact.arn) return;
+            const destination = path.join(outputDir, `${Buffer.from(artifact.arn).toString('base64')}.${artifact.extension}`);
+            try {
+              await fs.promises.access(destination);
+              return; // already exists
+            } catch (err) {
+            }
+            const res = await fetch(artifact.url);
+            if (!res.ok || !res.body) return;
+            const fileStream = fs.createWriteStream(destination, { flags: 'wx' });
+            await finished(Readable.fromWeb(/** @type {any} **/(res.body)).pipe(fileStream));
+          }
+        }));
      }));
    }));
-  }));
+  }
+  console.log(`Wrote run artifacts to ${outputDir}`)
 }
-
-await getTestSpecOutput(runArn);
--- a/scripts/aws-device-farm/update-benchmark-db.mjs
+++ b/scripts/aws-device-farm/update-benchmark-db.mjs
@@ -0,0 +1,195 @@
+import { parseArgs, promisify } from "node:util";
+import * as path from "node:path";
+import os, { type } from "node:os";
+import * as fs from "node:fs/promises";
+import { exec as execCallback } from "node:child_process";
+import { DatabaseSync } from "node:sqlite";
+
+const exec = promisify(execCallback);
+
+/**
+ * @returns {never}
+ */
+function usage() {
+  console.error("Update database with benchmark results");
+  console.error("Usage: node update-benchmark-db.mjs --dbPath PATH [--gitRevision SHA] [--jsonDir JSON_DIR] [--download]");
+  process.exit(1);
+}
+
+function getArgs() {
+  const {
+    values
+  } = parseArgs({
+    options: {
+      dbPath: {
+        type: "string"
+      },
+      gitRevision: {
+        type: "string",
+      },
+      jsonDir: {
+        type: "string"
+      },
+      download: {
+        type: "boolean"
+      }
+    },
+  });
+  const { gitRevision, jsonDir, download, dbPath } = values;
+
+  if (typeof dbPath !== 'string') {
+    console.error("--dbPath is required");
+    throw usage();
+  }
+
+  return {
+    gitRevision,
+    jsonDir,
+    download,
+    dbPath
+  }
+}
+
+const { gitRevision, jsonDir, download, dbPath } = getArgs();
+
+
+async function getDir() {
+  if (jsonDir) {
+    return jsonDir;
+  }
+  if (!download) {
+    console.error("--jsonDir is required when not using --download");
+    throw usage();
+  }
+  return await fs.mkdtemp(path.join(os.tmpdir(), `benchmark-results-${gitRevision}-`));
+}
+
+let dir = await getDir();
+
+if (download) await downloadBenchmarkResults(dir);
+
+const results = await loadResults(dir);
+
+updateDb(dbPath, results);
+
+///////////////////////////////////////////////////////////////////////////////
+
+/**
+ * @param {string | undefined} gitRevision
+ * @returns {Promise<string>}
+ */
+async function downloadBenchmarkResults(gitRevision) {
+  if (!gitRevision) {
+    console.error("--gitRevision is required when downloading");
+    throw usage();
+  }
+
+  const bucket = "maplibre-native";
+  const prefix = `android-benchmark-render/${gitRevision}`;
+
+  try {
+    // Run the AWS CLI sync command
+    const { stdout, stderr } = await exec(`aws s3 sync s3://${bucket}/${prefix} ${dir}`);
+    console.log(stdout);
+    if (stderr) {
+      console.error(`Warning: ${stderr}`);
+    }
+  } catch (error) {
+    throw new Error(`Failed to sync directory s3://${bucket}/${prefix}. ${error}`);
+  }
+
+  console.log(`Downloaded benchmark results to ${dir}`);
+  return dir;
+}
+
+/**
+ * @param {string} dir
+ * @returns {Promise<Object[]>} An array with parsed JSON objects from each file
+ */
+async function loadResults(dir) {
+  return (await Promise.all((await fs.readdir(dir))
+    .map(filePath => path.join(dir, filePath))
+    .filter(filePath => path.extname(filePath) === ".json")
+    .map(filePath => fs.readFile(filePath, "utf-8"))))
+    .map(fileContents => JSON.parse(fileContents));
+}
+
+/**
+ * @param {string} dbPath
+ * @param {any[]} results 
+ */
+function updateDb(dbPath, results) {
+  const db = new DatabaseSync(dbPath);
+  db.exec(`
+    CREATE TABLE IF NOT EXISTS benchmark_result (
+      id TEXT PRIMARY KEY,
+      styleName TEXT NOT NULL,
+      fps REAL NOT NULL,
+      avgEncodingTime REAL NOT NULL,
+      low1pEncodingTime REAL NOT NULL,
+      avgRenderingTime REAL NOT NULL,
+      low1pRenderingTime REAL NOT NULL,
+      syncRendering BOOLEAN NOT NULL,
+      deviceManufacturer TEXT NOT NULL,
+      model TEXT NOT NULL,
+      renderer TEXT NOT NULL,
+      gitRevision TEXT NOT NULL
+    )`);
+
+  const deleteExisting = db.prepare(
+    `DELETE FROM benchmark_result WHERE id = ?`);
+
+  const stmt = db.prepare(
+    `INSERT INTO benchmark_result (
+      id,
+      styleName,
+      fps,
+      avgEncodingTime,
+      low1pEncodingTime,
+      avgRenderingTime,
+      low1pRenderingTime,
+      syncRendering,
+      deviceManufacturer,
+      model,
+      renderer,
+      gitRevision
+    ) VALUES (
+      @id,
+      @styleName,
+      @fps,
+      @avgEncodingTime,
+      @low1pEncodingTime,
+      @avgRenderingTime,
+      @low1pRenderingTime,
+      @syncRendering,
+      @deviceManufacturer,
+      @model,
+      @renderer,
+      @gitRevision
+  ) RETURNING *`);
+
+  for (const run of results) {
+    for (const [index, result] of run.results.entries()) {
+      const id = `${run.timestamp}-${index}`;
+      const { 
+        deviceManufacturer,
+        gitRevision,
+        model,
+        renderer,
+      } = run;
+      deleteExisting.run(id);
+      const params = {
+        ...result,
+        id,
+        deviceManufacturer,
+        gitRevision,
+        model,
+        renderer,
+        syncRendering: result.syncRendering ? 1 : 0,
+      };
+      stmt.run(params);
+    }
+  }
+
+  return db;
+}
--- a/scripts/aws-device-farm/upload-benchmark-outputs-to-s3.mjs
+++ b/scripts/aws-device-farm/upload-benchmark-outputs-to-s3.mjs
@@ -0,0 +1,87 @@
+import { parseArgs } from "node:util";
+import * as fs from "node:fs/promises";
+import * as path from "node:path";
+import { S3Client, PutObjectCommand } from "@aws-sdk/client-s3";
+
+/**
+ * @returns {never}
+ */
+function usage() {
+  console.error("Uploads a directory of benchmark results (JSON files) to S3");
+  console.error("Usage: node upload-benchmark-outputs-to-s3.mjs --dir DIR");
+  process.exit(1);
+}
+
+function getArgs() {
+  const {
+    values
+  } = parseArgs({
+    options: {
+      dir: {
+        type: "string",
+      },
+    },
+  });
+  const { dir } = values;
+  if (typeof dir !== 'string') usage();
+
+  return {
+    dir
+  }
+}
+
+const { dir } = getArgs();
+
+processFiles(dir);
+
+///////////////////////////////////////////////////////////////////////////////
+
+/**
+ * 
+ * @param {string} filePath 
+ * @param {string} gitRevision 
+ * @param {string} filename 
+ */
+async function uploadFileToS3(filePath, gitRevision, filename) {
+  const s3Client = new S3Client({ region: "eu-central-1" });
+  const bucket = "maplibre-native";
+  const key = `android-benchmark-render/${gitRevision}/${filename}`;
+
+  try {
+    const fileContent = await fs.readFile(filePath);
+    const command = new PutObjectCommand({
+      Bucket: bucket,
+      Key: key,
+      Body: fileContent,
+    });
+    await s3Client.send(command);
+    console.log(`Uploaded ${filename} to s3://${bucket}/${key}`);
+  } catch (error) {
+    console.error(`Failed to upload ${filename}:`, error);
+  }
+}
+
+/**
+ * 
+ * @param {string} dir 
+ */
+async function processFiles(dir) {
+  const files = await fs.readdir(dir);
+  await Promise.all(files.map(async (filename) => {
+    const filePath = path.join(dir, filename);
+    if (path.extname(filename) !== ".json") return;
+
+    try {
+      const fileContent = await fs.readFile(filePath, "utf-8");
+      const data = JSON.parse(fileContent);
+      if (!data.gitRevision) {
+        console.error(`File ${filename} does not have a 'gitRevision' key. Skipping.`);
+        return;
+      }
+
+      await uploadFileToS3(filePath, data.gitRevision, filename);
+    } catch (error) {
+      console.error(`Error processing file ${filename}:`, error);
+    }
+  }));
+}
@@ -1 +1 @@
 .14.0