Carrot2-v9

2023-09-27 15:45:31 -07:00
commit bd2ed6664a
3698 changed files with 1196357 additions and 0 deletions
@@ -0,0 +1,58 @@
+name: 'automatically cache based on current runner'
+
+inputs:
+  path:
+    description: 'path to cache'
+    required: true
+  key:
+    description: 'key'
+    required: true
+  restore-keys:
+    description: 'restore-keys'
+    required: true
+  save:
+    description: 'whether to save the cache'
+    default: 'false'
+    required: false
+outputs:
+  cache-hit:
+    description: 'cache hit occurred'
+    value: ${{ (contains(runner.name, 'nsc') && steps.ns-cache.outputs.cache-hit) ||
+               (!contains(runner.name, 'nsc') && inputs.save != 'false' && steps.gha-cache.outputs.cache-hit) ||
+               (!contains(runner.name, 'nsc') && inputs.save == 'false' && steps.gha-cache-ro.outputs.cache-hit) }}
+
+runs:
+  using: "composite"
+  steps:
+    - name: setup namespace cache
+      id: ns-cache
+      if: ${{ contains(runner.name, 'nsc') }}
+      uses: namespacelabs/nscloud-cache-action@v1
+      with:
+        path: ${{ inputs.path }}
+
+    - name: setup github cache
+      id: gha-cache
+      if: ${{ !contains(runner.name, 'nsc') && inputs.save != 'false' }}
+      uses: 'actions/cache@v4'
+      with:
+        path: ${{ inputs.path }}
+        key: ${{ inputs.key }}
+        restore-keys: ${{ inputs.restore-keys }}
+
+    - name: setup github cache
+      id: gha-cache-ro
+      if: ${{ !contains(runner.name, 'nsc') && inputs.save == 'false' }}
+      uses: 'actions/cache/restore@v4'
+      with:
+        path: ${{ inputs.path }}
+        key: ${{ inputs.key }}
+        restore-keys: ${{ inputs.restore-keys }}
+
+    # make the directory manually in case we didn't get a hit, so it doesn't fail on future steps
+    - id: scons-cache-setup
+      shell: bash
+      run: |
+        mkdir -p ${{ inputs.path }}
+        sudo chmod -R 777 ${{ inputs.path }}
+        sudo chown -R $USER ${{ inputs.path }}
@@ -0,0 +1,53 @@
+name: "PR review"
+on:
+  pull_request_target:
+    types: [opened, reopened, synchronize, edited, edited]
+
+jobs:
+  labeler:
+    name: review
+    permissions:
+      contents: read
+      pull-requests: write
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        submodules: false
+
+    # Label PRs
+    - uses: actions/labeler@v5.0.0
+      with:
+        dot: true
+        configuration-path: .github/labeler.yaml
+
+    # Check PR target branch
+    - name: check branch
+      uses: Vankka/pr-target-branch-action@def32ec9d93514138d6ac0132ee62e120a72aed5
+      if: github.repository == 'commaai/openpilot'
+      env:
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      with:
+        target: /^(?!master$).*/
+        exclude: /commaai:.*/
+        change-to: ${{ github.base_ref }}
+        already-exists-action: close_this
+        already-exists-comment: "Your PR should be made against the `master` branch"
+
+    # Welcome comment
+    - name: "First timers PR"
+      uses: actions/first-interaction@v1
+      if: github.event.pull_request.head.repo.full_name != 'commaai/openpilot'
+      with:
+        repo-token: ${{ secrets.GITHUB_TOKEN }}
+        pr-message: |
+            <!-- _(run_id **${{ github.run_id }}**)_ -->
+            Thanks for contributing to openpilot! In order for us to review your PR as quickly as possible, check the following:
+            * Convert your PR to a draft unless it's ready to review
+            * Read the [contributing docs](https://github.com/commaai/openpilot/blob/master/docs/CONTRIBUTING.md)
+            * Before marking as "ready for review", ensure:
+              * the goal is clearly stated in the description
+              * all the tests are passing
+              * the change is [something we merge](https://github.com/commaai/openpilot/blob/master/docs/CONTRIBUTING.md#what-gets-merged)
+              * include a route or your device' dongle ID if relevant
+      
@@ -0,0 +1,37 @@
+name: badges
+on:
+  schedule:
+    - cron: '0 * * * *'
+  workflow_dispatch:
+
+env:
+  BASE_IMAGE: openpilot-base
+  DOCKER_REGISTRY: ghcr.io/commaai
+  RUN: docker run --shm-size 2G -v $PWD:/tmp/openpilot -w /tmp/openpilot -e PYTHONPATH=/tmp/openpilot -e NUM_JOBS -e JOB_ID -e GITHUB_ACTION -e GITHUB_REF -e GITHUB_HEAD_REF -e GITHUB_SHA -e GITHUB_REPOSITORY -e GITHUB_RUN_ID -v $GITHUB_WORKSPACE/.ci_cache/scons_cache:/tmp/scons_cache -v $GITHUB_WORKSPACE/.ci_cache/comma_download_cache:/tmp/comma_download_cache -v $GITHUB_WORKSPACE/.ci_cache/openpilot_cache:/tmp/openpilot_cache $DOCKER_REGISTRY/$BASE_IMAGE:latest /bin/bash -c
+
+jobs:
+  badges:
+    name: create badges
+    runs-on: ubuntu-latest
+    if: github.repository == 'commaai/openpilot'
+    permissions:
+      contents: write
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+    - uses: ./.github/workflows/setup-with-retry
+    - name: Push badges
+      run: |
+        ${{ env.RUN }} "scons -j$(nproc) && python3 selfdrive/ui/translations/create_badges.py"
+
+        rm .gitattributes
+
+        git checkout --orphan badges
+        git rm -rf --cached .
+        git config user.email "badge-researcher@comma.ai"
+        git config user.name "Badge Researcher"
+
+        git add translation_badge.svg
+        git commit -m "Add/Update badges"
+        git push -f origin HEAD
@@ -0,0 +1,101 @@
+name: weekly CI test report
+on:
+  schedule:
+    - cron: '37 9 * * 1' # 9:37AM UTC -> 2:37AM PST every monday
+  workflow_dispatch:
+    inputs:
+      ci_runs:
+        description: 'The amount of runs to trigger in CI test report'
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+env:
+  CI_RUNS: ${{ github.event.inputs.ci_runs || '50' }}
+
+jobs:
+  setup:
+    if: github.repository == 'commaai/openpilot'
+    runs-on: ubuntu-latest
+    outputs:
+      ci_runs: ${{ steps.ci_runs_setup.outputs.matrix }}
+    steps:
+      - id: ci_runs_setup
+        name: CI_RUNS=${{ env.CI_RUNS }}
+        run: |
+          matrix=$(python3 -c "import json; print(json.dumps({ 'run_number' : list(range(${{ env.CI_RUNS }})) }))")
+          echo "matrix=$matrix" >> $GITHUB_OUTPUT
+
+  ci_matrix_run:
+    needs: [ setup ]
+    strategy:
+      fail-fast: false
+      matrix: ${{fromJSON(needs.setup.outputs.ci_runs)}}
+    uses: commaai/openpilot/.github/workflows/ci_weekly_run.yaml@master
+    with:
+      run_number: ${{ matrix.run_number }}
+
+  report:
+    needs: [ci_matrix_run]
+    runs-on: ubuntu-latest
+    if: always()
+    steps:
+      - name: Get job results
+        uses: actions/github-script@v7
+        id: get-job-results
+        with:
+          script: |
+            const jobs = await github
+              .paginate("GET /repos/{owner}/{repo}/actions/runs/{run_id}/attempts/{attempt}/jobs", {
+                owner: "commaai",
+                repo: "${{ github.event.repository.name }}",
+                run_id: "${{ github.run_id }}",
+                attempt: "${{ github.run_attempt }}",
+              })
+            var report = {}
+            jobs.slice(1, jobs.length-1).forEach(job => {
+              if (job.conclusion === "skipped") return;
+              const jobName = job.name.split(" / ")[2];
+              const runRegex = /\((.*?)\)/;
+              const run = job.name.match(runRegex)[1];
+              report[jobName] = report[jobName] || { successes: [], failures: [], canceled: [] };
+              switch (job.conclusion) {
+                case "success":
+                  report[jobName].successes.push({ "run_number": run, "link": job.html_url}); break;
+                case "failure":
+                  report[jobName].failures.push({ "run_number": run, "link": job.html_url }); break;
+                case "canceled":
+                  report[jobName].canceled.push({ "run_number": run, "link": job.html_url }); break;
+              }
+            });
+            return JSON.stringify({"jobs": report});
+
+      - name: Add job results to summary
+        env:
+          JOB_RESULTS: ${{ fromJSON(steps.get-job-results.outputs.result) }}
+        run: |
+          cat <<EOF >> template.html
+          <table>
+            <thead>
+              <tr>
+                <th></th>
+                <th>Job</th>
+                <th>✅ Passing</th>
+                <th>❌ Failure Details</th>
+              </tr>
+            </thead>
+            <tbody>
+              {% for key in jobs.keys() %}<tr>
+                <td>{% for i in range(5) %}{% if i+1 <= (5 * jobs[key]["successes"]|length // ${{ env.CI_RUNS }}) %}🟩{% else %}🟥{% endif %}{% endfor%}</td>
+                <td>{{ key }}</td>
+                <td>{{ 100 * jobs[key]["successes"]|length // ${{ env.CI_RUNS }} }}%</td>
+                <td>{% if jobs[key]["failures"]|length > 0 %}<details>{% for failure in jobs[key]["failures"] %}<a href="{{ failure['link'] }}">Log for run #{{ failure['run_number'] }}</a><br>{% endfor %}</details>{% else %}{% endif %}</td>
+                </td>
+              </tr>{% endfor %}
+          </table>
+          EOF
+
+          pip install jinja2-cli
+          echo $JOB_RESULTS | jinja2 template.html > report.html
+          echo "# CI Test Report - ${{ env.CI_RUNS }} Runs" >> $GITHUB_STEP_SUMMARY
+          cat report.html >> $GITHUB_STEP_SUMMARY
@@ -0,0 +1,17 @@
+name: weekly CI test run
+on:
+  workflow_call:
+    inputs:
+      run_number:
+        required: true
+        type: string
+
+concurrency:
+  group: ci-run-${{ inputs.run_number }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  selfdrive_tests:
+    uses: commaai/openpilot/.github/workflows/selfdrive_tests.yaml@master
+    with:
+      run_number: ${{ inputs.run_number }}
@@ -0,0 +1,21 @@
+name: 'compile openpilot'
+
+runs:
+  using: "composite"
+  steps:
+    - shell: bash
+      name: Build openpilot with all flags
+      run: |
+        ${{ env.RUN }} "scons -j$(nproc)"
+        ${{ env.RUN }} "release/check-dirty.sh"
+    - shell: bash
+      name: Cleanup scons cache and rebuild
+      run: |
+          ${{ env.RUN }} "rm -rf /tmp/scons_cache/* && \
+                          scons -j$(nproc) --cache-populate"
+    - name: Save scons cache
+      uses: actions/cache/save@v4
+      if: github.ref == 'refs/heads/master'
+      with:
+        path: .ci_cache/scons_cache
+        key: scons-${{ runner.arch }}-${{ env.CACHE_COMMIT_DATE }}-${{ github.sha }}
@@ -0,0 +1,65 @@
+name: docs
+
+on:
+  push:
+    branches:
+      - master
+  pull_request:
+  workflow_call:
+    inputs:
+      run_number:
+        default: '1'
+        required: true
+        type: string
+concurrency:
+  group: docs-tests-ci-run-${{ inputs.run_number }}-${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && github.run_id || github.head_ref || github.ref }}-${{ github.workflow }}-${{ github.event_name }}
+  cancel-in-progress: true
+
+jobs:
+  docs:
+    name: build docs
+    runs-on: ubuntu-24.04
+    steps:
+    - uses: commaai/timeout@v1
+
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+
+    # Build
+    - name: Build docs
+      run: |
+        # TODO: can we install just the "docs" dependency group without the normal deps?
+        pip install mkdocs
+        mkdocs build
+
+    # Push to docs.comma.ai
+    - uses: actions/checkout@v4
+      if: github.ref == 'refs/heads/master' && github.repository == 'commaai/openpilot'
+      with:
+        path: openpilot-docs
+        ssh-key: ${{ secrets.OPENPILOT_DOCS_KEY }}
+        repository: commaai/openpilot-docs
+    - name: Push
+      if: github.ref == 'refs/heads/master' && github.repository == 'commaai/openpilot'
+      run: |
+        set -x
+
+        source release/identity.sh
+
+        cd openpilot-docs
+        git checkout --orphan tmp
+        git rm -rf .
+
+        # copy over docs
+        cp -r ../docs_site/ docs/
+
+        # GitHub pages config
+        touch docs/.nojekyll
+        echo -n docs.comma.ai > docs/CNAME
+
+        git add -f .
+        git commit -m "build docs"
+
+        # docs live in different repo to not bloat openpilot's full clone size
+        git push -f origin tmp:gh-pages
@@ -0,0 +1,45 @@
+name: jenkins scan
+
+on:
+  issue_comment:
+    types: [created, edited]
+
+jobs:
+  # TODO: gc old branches in a separate job in this workflow
+  scan-comments:
+    runs-on: ubuntu-latest
+    if: ${{ github.event.issue.pull_request }}
+    steps:
+    - name: Check for trigger phrase
+      id: check_comment
+      uses: actions/github-script@v7
+      with:
+        script: |
+          const triggerPhrase = "trigger-jenkins";
+          const comment = context.payload.comment.body;
+          const commenter = context.payload.comment.user.login;
+
+          const { data: permissions } = await github.rest.repos.getCollaboratorPermissionLevel({
+            owner: context.repo.owner,
+            repo: context.repo.repo,
+            username: commenter
+          });
+
+          const hasWriteAccess = permissions.permission === 'write' || permissions.permission === 'admin';
+
+          return (hasWriteAccess && comment.includes(triggerPhrase));
+        result-encoding: json
+
+    - name: Checkout repository
+      if: steps.check_comment.outputs.result == 'true'
+      uses: actions/checkout@v4
+      with:
+        ref: refs/pull/${{ github.event.issue.number }}/head
+
+    - name: Push to tmp-jenkins branch
+      if: steps.check_comment.outputs.result == 'true'
+      run: |
+        git config --global user.name "github-actions[bot]"
+        git config --global user.email "github-actions[bot]@users.noreply.github.com"
+        git checkout -b tmp-jenkins-${{ github.event.issue.number }}
+        GIT_LFS_SKIP_PUSH=1 git push -f origin tmp-jenkins-${{ github.event.issue.number }}
@@ -0,0 +1,39 @@
+name: prebuilt
+on:
+  schedule:
+    - cron: '0 * * * *'
+  workflow_dispatch:
+
+env:
+  DOCKER_LOGIN: docker login ghcr.io -u ${{ github.actor }} -p ${{ secrets.GITHUB_TOKEN }}
+  BUILD: selfdrive/test/docker_build.sh prebuilt
+
+jobs:
+  build_prebuilt:
+    name: build prebuilt
+    runs-on: ubuntu-latest
+    if: github.repository == 'commaai/openpilot'
+    env:
+      PUSH_IMAGE: true
+    permissions:
+      checks: read
+      contents: read
+      packages: write
+    steps:
+    - name: Wait for green check mark
+      if: ${{ github.event_name != 'workflow_dispatch' }}
+      uses: lewagon/wait-on-check-action@ccfb013c15c8afb7bf2b7c028fb74dc5a068cccc
+      with:
+        ref: master
+        wait-interval: 30
+        running-workflow-name: 'build prebuilt'
+        repo-token: ${{ secrets.GITHUB_TOKEN }}
+        check-regexp: ^((?!.*(build master-ci).*).)*$
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+    - run: git lfs pull
+    - name: Build and Push docker image
+      run: |
+        $DOCKER_LOGIN
+        eval "$BUILD"
@@ -0,0 +1,54 @@
+name: release
+on:
+  schedule:
+    - cron: '0 9 * * *'
+  workflow_dispatch:
+
+jobs:
+  build_masterci:
+    name: build master-ci
+    env:
+      TARGET_DIR: /tmp/openpilot
+      ImageOS: ubuntu20
+    container:
+      image: ghcr.io/commaai/openpilot-base:latest
+    runs-on: ubuntu-latest
+    if: github.repository == 'commaai/openpilot'
+    permissions:
+      checks: read
+      contents: write
+    steps:
+    - name: Install wait-on-check-action dependencies
+      run: |
+        sudo apt-get update
+        sudo apt-get install -y libyaml-dev
+    - name: Wait for green check mark
+      if: ${{ github.event_name != 'workflow_dispatch' }}
+      uses: lewagon/wait-on-check-action@ccfb013c15c8afb7bf2b7c028fb74dc5a068cccc
+      with:
+        ref: master
+        wait-interval: 30
+        running-workflow-name: 'build master-ci'
+        repo-token: ${{ secrets.GITHUB_TOKEN }}
+        check-regexp: ^((?!.*(build prebuilt).*).)*$
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+        fetch-depth: 0
+    - name: Pull LFS
+      run: |
+        git config --global --add safe.directory '*'
+        git lfs pull
+    - name: Build master-ci
+      run: |
+        release/build_devel.sh
+    - name: Run tests
+      run: |
+        export PYTHONPATH=$TARGET_DIR
+        cd $TARGET_DIR
+        scons -j$(nproc)
+        pytest -n logical selfdrive/car/tests/test_car_interfaces.py
+    - name: Push master-ci
+      run: |
+        unset TARGET_DIR
+        BRANCH=__nightly release/build_devel.sh
@@ -0,0 +1,71 @@
+name: repo maintenance
+
+on:
+  schedule:
+    - cron: "0 14 * * 1" # every Monday at 2am UTC (6am PST)
+  workflow_dispatch:
+
+env:
+  BASE_IMAGE: openpilot-base
+  BUILD: selfdrive/test/docker_build.sh base
+  RUN: docker run --shm-size 2G -v $PWD:/tmp/openpilot -w /tmp/openpilot -e CI=1 -e PYTHONWARNINGS=error -e FILEREADER_CACHE=1 -e PYTHONPATH=/tmp/openpilot -e NUM_JOBS -e JOB_ID -e GITHUB_ACTION -e GITHUB_REF -e GITHUB_HEAD_REF -e GITHUB_SHA -e GITHUB_REPOSITORY -e GITHUB_RUN_ID -v $GITHUB_WORKSPACE/.ci_cache/scons_cache:/tmp/scons_cache -v $GITHUB_WORKSPACE/.ci_cache/comma_download_cache:/tmp/comma_download_cache -v $GITHUB_WORKSPACE/.ci_cache/openpilot_cache:/tmp/openpilot_cache $BASE_IMAGE /bin/bash -c
+
+jobs:
+  update_translations:
+    runs-on: ubuntu-latest
+    if: github.repository == 'commaai/openpilot'
+    steps:
+      - uses: actions/checkout@v4
+      - uses: ./.github/workflows/setup-with-retry
+      - name: Update translations
+        run: |
+          ${{ env.RUN }} "python3 selfdrive/ui/update_translations.py --vanish"
+      - name: Create Pull Request
+        uses: peter-evans/create-pull-request@9153d834b60caba6d51c9b9510b087acf9f33f83
+        with:
+          author: Vehicle Researcher <user@comma.ai>
+          commit-message: "Update translations"
+          title: "[bot] Update translations"
+          body: "Automatic PR from repo-maintenance -> update_translations"
+          branch: "update-translations"
+          base: "master"
+          delete-branch: true
+          labels: bot
+
+  package_updates:
+    name: package_updates
+    runs-on: ubuntu-latest
+    container:
+      image: ghcr.io/commaai/openpilot-base:latest
+    if: github.repository == 'commaai/openpilot'
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+    - name: uv lock
+      run: |
+        python3 -m ensurepip --upgrade
+        pip3 install uv
+        uv lock --upgrade
+    - name: bump submodules
+      run: |
+        git config --global --add safe.directory '*'
+        git -c submodule."tinygrad".update=none submodule update --remote
+        git add .
+    - name: update car docs
+      run: |
+        scons -j$(nproc) --minimal opendbc_repo
+        PYTHONPATH=. python selfdrive/car/docs.py
+        git add docs/CARS.md
+    - name: Create Pull Request
+      uses: peter-evans/create-pull-request@9153d834b60caba6d51c9b9510b087acf9f33f83
+      with:
+        author: Vehicle Researcher <user@comma.ai>
+        token: ${{ secrets.ACTIONS_CREATE_PR_PAT }}
+        commit-message: Update Python packages
+        title: '[bot] Update Python packages'
+        branch: auto-package-updates
+        base: master
+        delete-branch: true
+        body: 'Automatic PR from repo-maintenance -> package_updates'
+        labels: bot
@@ -0,0 +1,350 @@
+name: selfdrive
+
+on:
+  push:
+    branches:
+      - master
+  pull_request:
+  workflow_dispatch:
+  workflow_call:
+    inputs:
+      run_number:
+        default: '1'
+        required: true
+        type: string
+
+concurrency:
+  group: selfdrive-tests-ci-run-${{ inputs.run_number }}-${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && github.run_id || github.head_ref || github.ref }}-${{ github.workflow }}-${{ github.event_name }}
+  cancel-in-progress: true
+
+env:
+  PYTHONWARNINGS: error
+  BASE_IMAGE: openpilot-base
+  AZURE_TOKEN: ${{ secrets.AZURE_COMMADATACI_OPENPILOTCI_TOKEN }}
+
+  DOCKER_LOGIN: docker login ghcr.io -u ${{ github.actor }} -p ${{ secrets.GITHUB_TOKEN }}
+  BUILD: selfdrive/test/docker_build.sh base
+
+  RUN: docker run --shm-size 2G -v $PWD:/tmp/openpilot -w /tmp/openpilot -e CI=1 -e PYTHONWARNINGS=error -e FILEREADER_CACHE=1 -e PYTHONPATH=/tmp/openpilot -e NUM_JOBS -e JOB_ID -e GITHUB_ACTION -e GITHUB_REF -e GITHUB_HEAD_REF -e GITHUB_SHA -e GITHUB_REPOSITORY -e GITHUB_RUN_ID -v $GITHUB_WORKSPACE/.ci_cache/scons_cache:/tmp/scons_cache -v $GITHUB_WORKSPACE/.ci_cache/comma_download_cache:/tmp/comma_download_cache -v $GITHUB_WORKSPACE/.ci_cache/openpilot_cache:/tmp/openpilot_cache $BASE_IMAGE /bin/bash -c
+
+  PYTEST: pytest --continue-on-collection-errors --cov --cov-report=xml --cov-append --durations=0 --durations-min=5 --hypothesis-seed 0 -n logical
+
+jobs:
+  build_release:
+    name: build release
+    runs-on:
+      - ${{ ((github.repository == 'commaai/openpilot') && ((github.event_name != 'pull_request') || (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))) && 'namespace-profile-amd64-8x16' || 'ubuntu-24.04' }}
+      - ${{ ((github.repository == 'commaai/openpilot') && ((github.event_name != 'pull_request') || (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))) && 'namespace-experiments:docker.builds.local-cache=separate' || 'ubuntu-24.04' }}
+    env:
+      STRIPPED_DIR: /tmp/releasepilot
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+    - name: Getting LFS files
+      uses: nick-fields/retry@7152eba30c6575329ac0576536151aca5a72780e
+      with:
+        timeout_minutes: 2
+        max_attempts: 3
+        command: git lfs pull
+    - name: Build devel
+      timeout-minutes: 1
+      run: TARGET_DIR=$STRIPPED_DIR release/build_devel.sh
+    - uses: ./.github/workflows/setup-with-retry
+    - name: Check submodules
+      if: github.repository == 'commaai/openpilot'
+      timeout-minutes: 3
+      run: release/check-submodules.sh
+    - name: Build openpilot and run checks
+      timeout-minutes: ${{ ((steps.restore-scons-cache.outputs.cache-hit == 'true') && 10 || 30) }} # allow more time when we missed the scons cache
+      run: |
+        cd $STRIPPED_DIR
+        ${{ env.RUN }} "python3 system/manager/build.py"
+    - name: Run tests
+      timeout-minutes: 1
+      run: |
+        cd $STRIPPED_DIR
+        ${{ env.RUN }} "release/check-dirty.sh"
+
+  build:
+    runs-on:
+      - ${{ ((github.repository == 'commaai/openpilot') && ((github.event_name != 'pull_request') || (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))) && 'namespace-profile-amd64-8x16' || 'ubuntu-24.04' }}
+      - ${{ ((github.repository == 'commaai/openpilot') && ((github.event_name != 'pull_request') || (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))) && 'namespace-experiments:docker.builds.local-cache=separate' || 'ubuntu-24.04' }}
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+    - name: Setup docker push
+      if: github.ref == 'refs/heads/master' && github.event_name != 'pull_request' && github.repository == 'commaai/openpilot'
+      run: |
+        echo "PUSH_IMAGE=true" >> "$GITHUB_ENV"
+        $DOCKER_LOGIN
+    - uses: ./.github/workflows/setup-with-retry
+    - uses: ./.github/workflows/compile-openpilot
+      timeout-minutes: 30
+
+  build_mac:
+    name: build macOS
+    runs-on: ${{ github.repository == 'commaai/openpilot' && 'namespace-profile-macos-8x14' || 'macos-latest' }}
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+    - name: Homebrew cache
+      uses: ./.github/workflows/auto-cache
+      with:
+        path: ~/Library/Caches/Homebrew
+    - name: Install dependencies
+      run: ./tools/mac_setup.sh
+      env:
+        # package install has DeprecationWarnings
+        PYTHONWARNINGS: default
+    - run: git lfs pull
+    - run: echo "CACHE_COMMIT_DATE=$(git log -1 --pretty='format:%cd' --date=format:'%Y-%m-%d-%H:%M')" >> $GITHUB_ENV
+    - name: Getting scons cache
+      uses: ./.github/workflows/auto-cache
+      with:
+        path: /tmp/scons_cache
+    - name: Building openpilot
+      run: . .venv/bin/activate && scons -j$(nproc)
+
+  static_analysis:
+    name: static analysis
+    runs-on:
+      - ${{ ((github.repository == 'commaai/openpilot') && ((github.event_name != 'pull_request') || (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))) && 'namespace-profile-amd64-8x16' || 'ubuntu-24.04' }}
+      - ${{ ((github.repository == 'commaai/openpilot') && ((github.event_name != 'pull_request') || (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))) && 'namespace-experiments:docker.builds.local-cache=separate' || 'ubuntu-24.04' }}
+    env:
+      PYTHONWARNINGS: default
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+    - uses: ./.github/workflows/setup-with-retry
+    - name: Static analysis
+      timeout-minutes: 1
+      run: ${{ env.RUN }} "scripts/lint/lint.sh"
+
+  unit_tests:
+    name: unit tests
+    runs-on:
+      - ${{ ((github.repository == 'commaai/openpilot') && ((github.event_name != 'pull_request') || (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))) && 'namespace-profile-amd64-8x16' || 'ubuntu-24.04' }}
+      - ${{ ((github.repository == 'commaai/openpilot') && ((github.event_name != 'pull_request') || (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))) && 'namespace-experiments:docker.builds.local-cache=separate' || 'ubuntu-24.04' }}
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+    - uses: ./.github/workflows/setup-with-retry
+    - name: Build openpilot
+      run: ${{ env.RUN }} "scons -j$(nproc)"
+    - name: Run unit tests
+      timeout-minutes: ${{ contains(runner.name, 'nsc') && 1 || 20 }}
+      run: |
+        ${{ env.RUN }} "$PYTEST --collect-only -m 'not slow' &> /dev/null && \
+                        MAX_EXAMPLES=1 $PYTEST -m 'not slow' && \
+                        ./selfdrive/ui/tests/create_test_translations.sh && \
+                        QT_QPA_PLATFORM=offscreen ./selfdrive/ui/tests/test_translations && \
+                        chmod -R 777 /tmp/comma_download_cache"
+    - name: "Upload coverage to Codecov"
+      uses: codecov/codecov-action@v4
+      with:
+        name: ${{ github.job }}
+      env:
+        CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+
+  process_replay:
+    name: process replay
+    runs-on:
+      - ${{ ((github.repository == 'commaai/openpilot') && ((github.event_name != 'pull_request') || (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))) && 'namespace-profile-amd64-8x16' || 'ubuntu-24.04' }}
+      - ${{ ((github.repository == 'commaai/openpilot') && ((github.event_name != 'pull_request') || (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))) && 'namespace-experiments:docker.builds.local-cache=separate' || 'ubuntu-24.04' }}
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+    - uses: ./.github/workflows/setup-with-retry
+    - name: Cache test routes
+      id: dependency-cache
+      uses: actions/cache@v4
+      with:
+        path: .ci_cache/comma_download_cache
+        key: proc-replay-${{ hashFiles('selfdrive/test/process_replay/ref_commit', 'selfdrive/test/process_replay/test_processes.py') }}
+    - name: Build openpilot
+      run: |
+        ${{ env.RUN }} "scons -j$(nproc)"
+    - name: Run replay
+      timeout-minutes: ${{ contains(runner.name, 'nsc') && (steps.dependency-cache.outputs.cache-hit == 'true') && 1 || 20 }}
+      run: |
+        ${{ env.RUN }} "coverage run selfdrive/test/process_replay/test_processes.py -j$(nproc) && \
+                        chmod -R 777 /tmp/comma_download_cache && \
+                        coverage combine && \
+                        coverage xml"
+    - name: Print diff
+      id: print-diff
+      if: always()
+      run: cat selfdrive/test/process_replay/diff.txt
+    - uses: actions/upload-artifact@v4
+      if: always()
+      continue-on-error: true
+      with:
+        name: process_replay_diff.txt
+        path: selfdrive/test/process_replay/diff.txt
+    - name: Upload reference logs
+      if: ${{ failure() && steps.print-diff.outcome == 'success' && github.repository == 'commaai/openpilot' && env.AZURE_TOKEN != '' }}
+      run: |
+        ${{ env.RUN }} "unset PYTHONWARNINGS && AZURE_TOKEN='$AZURE_TOKEN' python3 selfdrive/test/process_replay/test_processes.py -j$(nproc) --upload-only"
+    - name: Run regen
+      if: false
+      timeout-minutes: 4
+      run: |
+        ${{ env.RUN }} "ONNXCPU=1 $PYTEST selfdrive/test/process_replay/test_regen.py && \
+                        chmod -R 777 /tmp/comma_download_cache"
+    - name: "Upload coverage to Codecov"
+      uses: codecov/codecov-action@v4
+      with:
+        name: ${{ github.job }}
+      env:
+        CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+
+  test_cars:
+    name: cars
+    runs-on:
+      - ${{ ((github.repository == 'commaai/openpilot') && ((github.event_name != 'pull_request') || (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))) && 'namespace-profile-amd64-8x16' || 'ubuntu-24.04' }}
+      - ${{ ((github.repository == 'commaai/openpilot') && ((github.event_name != 'pull_request') || (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))) && 'namespace-experiments:docker.builds.local-cache=separate' || 'ubuntu-24.04' }}
+    strategy:
+      fail-fast: false
+      matrix:
+        job: [0, 1, 2, 3]
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+    - uses: ./.github/workflows/setup-with-retry
+    - name: Cache test routes
+      id: routes-cache
+      uses: actions/cache@v4
+      with:
+        path: .ci_cache/comma_download_cache
+        key: car_models-${{ hashFiles('selfdrive/car/tests/test_models.py', 'opendbc/car/tests/routes.py') }}-${{ matrix.job }}
+    - name: Build openpilot
+      run: ${{ env.RUN }} "scons -j$(nproc)"
+    - name: Test car models
+      timeout-minutes: ${{ contains(runner.name, 'nsc') && (steps.routes-cache.outputs.cache-hit == 'true') && 1 || 20 }}
+      run: |
+        ${{ env.RUN }} "MAX_EXAMPLES=1 $PYTEST selfdrive/car/tests/test_models.py && \
+                        chmod -R 777 /tmp/comma_download_cache"
+      env:
+        NUM_JOBS: 4
+        JOB_ID: ${{ matrix.job }}
+    - name: "Upload coverage to Codecov"
+      uses: codecov/codecov-action@v4
+      with:
+        name: ${{ github.job }}-${{ matrix.job }}
+      env:
+        CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+
+  car_docs_diff:
+    name: PR comments
+    runs-on: ubuntu-latest
+    #if: github.event_name == 'pull_request'
+    if: false  # TODO: run this in opendbc?
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          submodules: true
+          ref: ${{ github.event.pull_request.base.ref }}
+      - run: git lfs pull
+      - uses: ./.github/workflows/setup-with-retry
+      - name: Get base car info
+        run: |
+          ${{ env.RUN }} "scons -j$(nproc) && python3 selfdrive/debug/dump_car_docs.py --path /tmp/openpilot_cache/base_car_docs"
+          sudo chown -R $USER:$USER ${{ github.workspace }}
+      - uses: actions/checkout@v4
+        with:
+          submodules: true
+          path: current
+      - run: cd current && git lfs pull
+      - name: Save car docs diff
+        id: save_diff
+        run: |
+          cd current
+          ${{ env.RUN }} "scons -j$(nproc)"
+          output=$(${{ env.RUN }} "python3 selfdrive/debug/print_docs_diff.py --path /tmp/openpilot_cache/base_car_docs")
+          output="${output//$'\n'/'%0A'}"
+          echo "::set-output name=diff::$output"
+      - name: Find comment
+        if: ${{ env.AZURE_TOKEN != '' }}
+        uses: peter-evans/find-comment@3eae4d37986fb5a8592848f6a574fdf654e61f9e
+        id: fc
+        with:
+          issue-number: ${{ github.event.pull_request.number }}
+          body-includes: This PR makes changes to
+      - name: Update comment
+        if: ${{ steps.save_diff.outputs.diff != '' && env.AZURE_TOKEN != '' }}
+        uses: peter-evans/create-or-update-comment@71345be0265236311c031f5c7866368bd1eff043
+        with:
+          comment-id: ${{ steps.fc.outputs.comment-id }}
+          issue-number: ${{ github.event.pull_request.number }}
+          body: "${{ steps.save_diff.outputs.diff }}"
+          edit-mode: replace
+      - name: Delete comment
+        if: ${{ steps.fc.outputs.comment-id != '' && steps.save_diff.outputs.diff == '' && env.AZURE_TOKEN != '' }}
+        uses: actions/github-script@v7
+        with:
+          script: |
+            github.rest.issues.deleteComment({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              comment_id: ${{ steps.fc.outputs.comment-id }}
+            })
+
+  simulator_driving:
+    name: simulator driving
+    runs-on:
+      - ${{ ((github.repository == 'commaai/openpilot') && ((github.event_name != 'pull_request') || (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))) && 'namespace-profile-amd64-8x16' || 'ubuntu-24.04' }}
+      - ${{ ((github.repository == 'commaai/openpilot') && ((github.event_name != 'pull_request') || (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))) && 'namespace-experiments:docker.builds.local-cache=separate' || 'ubuntu-24.04' }}
+    if: (github.repository == 'commaai/openpilot') && ((github.event_name != 'pull_request') || (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+    - uses: ./.github/workflows/setup-with-retry
+    - name: Build openpilot
+      run: |
+        ${{ env.RUN }} "scons -j$(nproc)"
+    - name: Driving test
+      timeout-minutes: 1
+      run: |
+        ${{ env.RUN }} "source selfdrive/test/setup_xvfb.sh && \
+                        source selfdrive/test/setup_vsound.sh && \
+                        CI=1 pytest -s tools/sim/tests/test_metadrive_bridge.py"
+
+  create_ui_report:
+    # This job name needs to be the same as UI_JOB_NAME in ui_preview.yaml
+    name: Create UI Report
+    runs-on:
+      - ${{ ((github.repository == 'commaai/openpilot') && ((github.event_name != 'pull_request') || (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))) && 'namespace-profile-amd64-8x16' || 'ubuntu-24.04' }}
+      - ${{ ((github.repository == 'commaai/openpilot') && ((github.event_name != 'pull_request') || (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))) && 'namespace-experiments:docker.builds.local-cache=separate' || 'ubuntu-24.04' }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          submodules: true
+      - uses: ./.github/workflows/setup-with-retry
+      - name: caching frames
+        id: frames-cache
+        uses: actions/cache@v4
+        with:
+          path: .ci_cache/comma_download_cache
+          key: ui_screenshots_test_${{ hashFiles('selfdrive/ui/tests/test_ui/run.py') }}
+      - name: Build openpilot
+        run: ${{ env.RUN }} "scons -j$(nproc)"
+      - name: Create Test Report
+        timeout-minutes: ${{ ((steps.frames-cache.outputs.cache-hit == 'true') && 1 || 3) }}
+        run: >
+            ${{ env.RUN }} "PYTHONWARNINGS=ignore &&
+                            source selfdrive/test/setup_xvfb.sh &&
+                            CACHE_ROOT=/tmp/comma_download_cache python3 selfdrive/ui/tests/test_ui/run.py &&
+                            chmod -R 777 /tmp/comma_download_cache"
+      - name: Upload Test Report
+        uses: actions/upload-artifact@v4
+        with:
+          name: report-${{ inputs.run_number || '1' }}-${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && 'master' || github.event.number }}
+          path: selfdrive/ui/tests/test_ui/report_1/screenshots
@@ -0,0 +1,37 @@
+name: 'openpilot env setup, with retry on failure'
+
+inputs:
+  docker_hub_pat:
+    description: 'Auth token for Docker Hub, required for BuildJet jobs'
+    required: false
+    default: ''
+  sleep_time:
+    description: 'Time to sleep between retries'
+    required: false
+    default: 30
+
+runs:
+  using: "composite"
+  steps:
+    - id: setup1
+      uses: ./.github/workflows/setup
+      continue-on-error: true
+      with:
+        is_retried: true
+    - if: steps.setup1.outcome == 'failure'
+      shell: bash
+      run: sleep ${{ inputs.sleep_time }}
+    - id: setup2
+      if: steps.setup1.outcome == 'failure'
+      uses: ./.github/workflows/setup
+      continue-on-error: true
+      with:
+        is_retried: true
+    - if: steps.setup2.outcome == 'failure'
+      shell: bash
+      run: sleep ${{ inputs.sleep_time }}
+    - id: setup3
+      if: steps.setup2.outcome == 'failure'
+      uses: ./.github/workflows/setup
+      with:
+        is_retried: true
@@ -0,0 +1,56 @@
+name: 'openpilot env setup'
+
+inputs:
+  is_retried:
+    description: 'A mock param that asserts that we use the setup-with-retry instead of this action directly'
+    required: false
+    default: 'false'
+
+runs:
+  using: "composite"
+  steps:
+    # assert that this action is retried using the setup-with-retry
+    - shell: bash
+      if: ${{ inputs.is_retried == 'false' }}
+      run: |
+        echo "You should not run this action directly. Use setup-with-retry instead"
+        exit 1
+
+    - shell: bash
+      name: No retries!
+      run: |
+        if [ "${{ github.run_attempt }}" -gt 1 ]; then
+          echo -e "\033[0;31m##################################################"
+          echo -e "\033[0;31m    Retries not allowed! Fix the flaky test!      "
+          echo -e "\033[0;31m##################################################\033[0m"
+          exit 1
+        fi
+
+    # do this after checkout to ensure our custom LFS config is used to pull from GitLab
+    - shell: bash
+      run: git lfs pull
+
+    # build cache
+    - id: date
+      shell: bash
+      run: echo "CACHE_COMMIT_DATE=$(git log -1 --pretty='format:%cd' --date=format:'%Y-%m-%d-%H:%M')" >> $GITHUB_ENV
+    - shell: bash
+      run: echo "$CACHE_COMMIT_DATE"
+    - id: scons-cache
+      uses: ./.github/workflows/auto-cache
+      with:
+        path: .ci_cache/scons_cache
+        key: scons-${{ runner.arch }}-${{ env.CACHE_COMMIT_DATE }}-${{ github.sha }}
+        restore-keys: |
+          scons-${{ runner.arch }}-${{ env.CACHE_COMMIT_DATE }}
+          scons-${{ runner.arch }}
+    # as suggested here: https://github.com/moby/moby/issues/32816#issuecomment-910030001
+    - id: normalize-file-permissions
+      shell: bash
+      name: Normalize file permissions to ensure a consistent docker build cache
+      run: |
+        find . -type f -executable -not -perm 755 -exec chmod 755 {} \;
+        find . -type f -not -executable -not -perm 644 -exec chmod 644 {} \;
+    # build our docker image
+    - shell: bash
+      run: eval ${{ env.BUILD }}
@@ -0,0 +1,29 @@
+name: stale
+on:
+  schedule:
+    - cron: '30 1 * * *'
+  workflow_dispatch:
+
+env:
+  DAYS_BEFORE_PR_CLOSE: 2
+  DAYS_BEFORE_PR_STALE: 9
+
+jobs:
+  stale:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/stale@v9
+        with:
+          exempt-all-milestones: true
+
+          # pull request config
+          stale-pr-message: 'This PR has had no activity for ${{ env.DAYS_BEFORE_PR_STALE }} days. It will be automatically closed in ${{ env.DAYS_BEFORE_PR_CLOSE }} days if there is no activity.'
+          close-pr-message: 'This PR has been automatically closed due to inactivity. Feel free to re-open once activity resumes.'
+          stale-pr-label: stale
+          delete-branch: ${{ github.event.pull_request.head.repo.full_name == 'commaai/openpilot' }} # only delete branches on the main repo
+          exempt-pr-labels: "ignore stale,needs testing" # if wip or it needs testing from the community, don't mark as stale
+          days-before-pr-stale: ${{ env.DAYS_BEFORE_PR_STALE }}
+          days-before-pr-close: ${{ env.DAYS_BEFORE_PR_CLOSE }}
+
+          # issue config
+          days-before-issue-stale: -1 # ignore issues for now
@@ -0,0 +1,161 @@
+name: "ui preview"
+on:
+  push:
+    branches:
+      - master
+  pull_request_target:
+    types: [assigned, opened, synchronize, reopened, edited]
+    branches:
+      - 'master'
+    paths:
+      - 'selfdrive/ui/**'
+  workflow_dispatch:
+
+env:
+  UI_JOB_NAME: "Create UI Report"
+  REPORT_NAME: ${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && 'master' || github.event.number }}
+  SHA: ${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && github.sha || github.event.pull_request.head.sha }}
+  BRANCH_NAME: "openpilot/pr-${{ github.event.number }}"
+
+jobs:
+  preview:
+    if: github.repository == 'commaai/openpilot'
+    name: preview
+    runs-on: ubuntu-latest
+    timeout-minutes: 20
+    permissions:
+      contents: read
+      pull-requests: write
+      actions: read
+    steps:
+      - name: Waiting for ui generation to start
+        run: sleep 30
+
+      - name: Waiting for ui generation to end
+        uses: lewagon/wait-on-check-action@v1.3.4
+        with:
+          ref: ${{ env.SHA }}
+          check-name: ${{ env.UI_JOB_NAME }}
+          repo-token: ${{ secrets.GITHUB_TOKEN }}
+          allowed-conclusions: success
+          wait-interval: 20
+
+      - name: Getting workflow run ID
+        id: get_run_id
+        run: |
+          echo "run_id=$(curl https://api.github.com/repos/${{ github.repository }}/commits/${{ env.SHA }}/check-runs | jq -r '.check_runs[] | select(.name == "${{ env.UI_JOB_NAME }}") | .html_url | capture("(?<number>[0-9]+)") | .number')" >> $GITHUB_OUTPUT
+
+      - name: Getting proposed ui
+        id: download-artifact
+        uses: dawidd6/action-download-artifact@v6
+        with:
+          github_token: ${{ secrets.GITHUB_TOKEN }}
+          run_id: ${{ steps.get_run_id.outputs.run_id }}
+          search_artifacts: true
+          name: report-1-${{ env.REPORT_NAME }}
+          path: ${{ github.workspace }}/pr_ui
+
+      - name: Getting master ui
+        uses: actions/checkout@v4
+        with:
+          repository: commaai/ci-artifacts
+          ssh-key: ${{ secrets.CI_ARTIFACTS_DEPLOY_KEY }}
+          path: ${{ github.workspace }}/master_ui
+          ref: openpilot_master_ui
+
+      - name: Saving new master ui
+        if: github.ref == 'refs/heads/master' && github.event_name == 'push'
+        working-directory: ${{ github.workspace }}/master_ui
+        run: |
+          git checkout --orphan=new_master_ui
+          git rm -rf *
+          git branch -D openpilot_master_ui
+          git branch -m openpilot_master_ui
+          git config user.name "GitHub Actions Bot"
+          git config user.email "<>"
+          mv ${{ github.workspace }}/pr_ui/*.png .
+          git add .
+          git commit -m "screenshots for commit ${{ env.SHA }}"
+          git push origin openpilot_master_ui --force
+
+      - name: Finding diff
+        if: github.event_name == 'pull_request_target'
+        id: find_diff
+        run: >-
+          sudo apt-get install -y imagemagick
+
+          scenes=$(find ${{ github.workspace }}/pr_ui/*.png -type f -printf "%f\n" | cut -d '.' -f 1 | grep -v 'pair_device')
+          A=($scenes)
+
+          DIFF=""
+          TABLE="<details><summary>All Screenshots</summary>"
+          TABLE="${TABLE}<table>"
+
+          for ((i=0; i<${#A[*]}; i=i+1));
+          do
+
+            if ! compare -fuzz 2% -highlight-color DeepSkyBlue1 -lowlight-color Black -compose Src ${{ github.workspace }}/master_ui/${A[$i]}.png ${{ github.workspace }}/pr_ui/${A[$i]}.png ${{ github.workspace }}/pr_ui/${A[$i]}_diff.png; then
+              convert ${{ github.workspace }}/pr_ui/${A[$i]}_diff.png -transparent black mask.png
+              composite mask.png ${{ github.workspace }}/master_ui/${A[$i]}.png composite_diff.png
+              convert -delay 100 ${{ github.workspace }}/master_ui/${A[$i]}.png composite_diff.png -loop 0 ${{ github.workspace }}/pr_ui/${A[$i]}_diff.gif
+
+              mv ${{ github.workspace }}/master_ui/${A[$i]}.png ${{ github.workspace }}/pr_ui/${A[$i]}_master_ref.png
+
+              DIFF="${DIFF}<details open>"
+              DIFF="${DIFF}<summary>${A[$i]} : \$\${\\color{red}\\text{DIFFERENT}}\$\$</summary>"
+              DIFF="${DIFF}<table>"
+
+              DIFF="${DIFF}<tr>"
+              DIFF="${DIFF}  <td> master <img src=\"https://raw.githubusercontent.com/commaai/ci-artifacts/${{ env.BRANCH_NAME }}/${A[$i]}_master_ref.png\"> </td>"
+              DIFF="${DIFF}  <td> proposed <img src=\"https://raw.githubusercontent.com/commaai/ci-artifacts/${{ env.BRANCH_NAME }}/${A[$i]}.png\"> </td>"
+              DIFF="${DIFF}</tr>"
+
+              DIFF="${DIFF}<tr>"
+              DIFF="${DIFF}  <td> diff <img src=\"https://raw.githubusercontent.com/commaai/ci-artifacts/${{ env.BRANCH_NAME }}/${A[$i]}_diff.png\"> </td>"
+              DIFF="${DIFF}  <td> composite diff <img src=\"https://raw.githubusercontent.com/commaai/ci-artifacts/${{ env.BRANCH_NAME }}/${A[$i]}_diff.gif\"> </td>"
+              DIFF="${DIFF}</tr>"
+
+              DIFF="${DIFF}</table>"
+              DIFF="${DIFF}</details>"
+            else
+              rm -f ${{ github.workspace }}/pr_ui/${A[$i]}_diff.png
+            fi
+
+            INDEX=$(($i % 2))
+            if [[ $INDEX -eq 0 ]]; then
+              TABLE="${TABLE}<tr>"
+            fi
+            TABLE="${TABLE}  <td> <img src=\"https://raw.githubusercontent.com/commaai/ci-artifacts/${{ env.BRANCH_NAME }}/${A[$i]}.png\"> </td>"
+            if [[ $INDEX -eq 1 || $(($i + 1)) -eq ${#A[*]} ]]; then
+              TABLE="${TABLE}</tr>"
+            fi
+          done
+
+          TABLE="${TABLE}</table></details>"
+
+          echo "DIFF=$DIFF$TABLE" >> "$GITHUB_OUTPUT"
+
+      - name: Saving proposed ui
+        if: github.event_name == 'pull_request_target'
+        working-directory: ${{ github.workspace }}/master_ui
+        run: |
+          git config user.name "GitHub Actions Bot"
+          git config user.email "<>"
+          git checkout --orphan=${{ env.BRANCH_NAME }}
+          git rm -rf *
+          mv ${{ github.workspace }}/pr_ui/* .
+          git add .
+          git commit -m "screenshots for PR #${{ github.event.number }}"
+          git push origin ${{ env.BRANCH_NAME }} --force
+
+      - name: Comment Screenshots on PR
+        if: github.event_name == 'pull_request_target'
+        uses: thollander/actions-comment-pull-request@v2
+        with:
+          message: |
+            <!-- _(run_id_screenshots **${{ github.run_id }}**)_ -->
+            ## UI Preview
+            ${{ steps.find_diff.outputs.DIFF }}
+          comment_tag: run_id_screenshots
+          pr_number: ${{ github.event.number }}
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}