phase 1

# Conflicts:
#	.github/workflows/ci_weekly_report.yaml
#	.github/workflows/ci_weekly_run.yaml
#	panda
#	system/ui/mici_setup.py
#	tools/replay/api.cc

.github/workflows/auto-cache/action.yaml

@@ -1,58 +0,0 @@
-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: 'true'
-    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 }}

.github/workflows/badges.yaml

@@ -5,9 +5,7 @@ on:
   workflow_dispatch:
 
 env:
-  BASE_IMAGE: sunnypilot-base
-  DOCKER_REGISTRY: ghcr.io/sunnypilot
-  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
+  PYTHONPATH: ${{ github.workspace }}
 
 jobs:
   badges:
@@ -20,10 +18,10 @@ jobs:
     - uses: actions/checkout@v6
       with:
         submodules: true
-    - uses: ./.github/workflows/setup-with-retry
+    - run: ./tools/op.sh setup
     - name: Push badges
       run: |
-        ${{ env.RUN }} "python3 selfdrive/ui/translations/create_badges.py"
+        python3 selfdrive/ui/translations/create_badges.py
 
         rm .gitattributes
 

.github/workflows/cereal_validation.yaml

@@ -20,27 +20,23 @@ concurrency:
   cancel-in-progress: true
 
 env:
-  PYTHONWARNINGS: error
-  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
+  CI: 1
 
 jobs:
   generate_cereal_artifact:
     name: Generate cereal validation artifacts
     runs-on: ubuntu-24.04
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
         with:
           submodules: true
-      - uses: ./.github/workflows/setup-with-retry
+      - run: ./tools/op.sh setup
       - name: Build openpilot
-        run: ${{ env.RUN }} "scons -j$(nproc) cereal"
+        run: scons -j$(nproc) cereal
       - name: Generate the log file
         run: |
-          ${{ env.RUN }} "cereal/messaging/tests/validate_sp_cereal_upstream.py -g -f schema_instances.bin" && \
-          ls -la
-          ls -la cereal/messaging/tests
+          export PYTHONPATH=${{ github.workspace }}
+          python3 cereal/messaging/tests/validate_sp_cereal_upstream.py -g -f schema_instances.bin
       - name: 'Prepare artifact'
         run: |
           mkdir -p "cereal/messaging/tests/cereal_validations"
@@ -57,20 +53,26 @@ jobs:
     runs-on: ubuntu-24.04
     needs: generate_cereal_artifact
     steps:
-      - uses: actions/checkout@v4
+      - name: Checkout sunnypilot
+        uses: actions/checkout@v6
+      - name: Checkout upstream openpilot
+        uses: actions/checkout@v6
         with:
           repository: 'commaai/openpilot'
+          path: openpilot
           submodules: true
           ref: "refs/heads/master"
-      - uses: ./.github/workflows/setup-with-retry
+      - run: ./tools/op.sh setup
       - name: Build openpilot
-        run: ${{ env.RUN }} "scons -j$(nproc) cereal"
+        working-directory: openpilot
+        run: scons -j$(nproc) cereal
       - name: Download build artifacts
         uses: actions/download-artifact@v4
         with:
           name: cereal_validations
-          path: cereal/messaging/tests/cereal_validations
+          path: openpilot/cereal/messaging/tests/cereal_validations
       - name: 'Run the validation'
         run: |
-          chmod +x cereal/messaging/tests/cereal_validations/validate_sp_cereal_upstream.py
-          ${{ env.RUN }} "cereal/messaging/tests/cereal_validations/validate_sp_cereal_upstream.py -r -f cereal/messaging/tests/cereal_validations/schema_instances.bin"
+          export PYTHONPATH=${{ github.workspace }}/openpilot
+          chmod +x openpilot/cereal/messaging/tests/cereal_validations/validate_sp_cereal_upstream.py
+          python3 openpilot/cereal/messaging/tests/cereal_validations/validate_sp_cereal_upstream.py -r -f openpilot/cereal/messaging/tests/cereal_validations/schema_instances.bin

.github/workflows/ci_weekly_report.yaml

@@ -1,101 +0,0 @@
-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 == 'sunnypilot/sunnypilot'
-    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: sunnypilot/sunnypilot/.github/workflows/ci_weekly_run.yaml@master
-    with:
-      run_number: ${{ matrix.run_number }}
-
-  report:
-    needs: [ci_matrix_run]
-    runs-on: ubuntu-latest
-    if: always() && github.repository == 'commaai/openpilot'
-    steps:
-      - name: Get job results
-        uses: actions/github-script@v8
-        id: get-job-results
-        with:
-          script: |
-            const jobs = await github
-              .paginate("GET /repos/{owner}/{repo}/actions/runs/{run_id}/attempts/{attempt}/jobs", {
-                owner: "commaai",
-                repo: "${{ 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

.github/workflows/ci_weekly_run.yaml

@@ -1,17 +0,0 @@
-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:
-  tests:
-    uses: sunnypilot/sunnypilot/.github/workflows/tests.yaml@master
-    with:
-      run_number: ${{ inputs.run_number }}

.github/workflows/compile-openpilot/action.yaml

@@ -1,21 +0,0 @@
-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 }}

.github/workflows/mici_raylib_ui_preview.yaml

@@ -1,151 +0,0 @@
-name: "mici raylib ui preview"
-on:
-  push:
-    branches:
-      - master
-  pull_request_target:
-    types: [assigned, opened, synchronize, reopened, edited]
-    branches:
-      - 'master'
-    paths:
-      - 'selfdrive/assets/**'
-      - 'selfdrive/ui/**'
-      - 'system/ui/**'
-  workflow_dispatch:
-
-env:
-  UI_JOB_NAME: "Create mici raylib 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 }}-mici-raylib-ui"
-  MASTER_BRANCH_NAME: "openpilot_master_ui_mici_raylib"
-  # All report files are pushed here
-  REPORT_FILES_BRANCH_NAME: "mici-raylib-ui-reports"
-
-jobs:
-  preview:
-    if: github.repository == 'sunnypilot/sunnypilot'
-    name: preview
-    runs-on: ubuntu-latest
-    timeout-minutes: 20
-    permissions:
-      contents: read
-      pull-requests: write
-      actions: read
-    steps:
-      - uses: actions/checkout@v6
-        with:
-          submodules: true
-
-      - 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  # filename: pr_ui/mici_ui_replay.mp4
-        id: download-artifact
-        uses: dawidd6/action-download-artifact@v6
-        with:
-          github_token: ${{ secrets.GITHUB_TOKEN }}
-          run_id: ${{ steps.get_run_id.outputs.run_id }}
-          search_artifacts: true
-          name: mici-raylib-report-1-${{ env.REPORT_NAME }}
-          path: ${{ github.workspace }}/pr_ui
-
-      - name: Getting master ui  # filename: master_ui_raylib/mici_ui_replay.mp4
-        uses: actions/checkout@v6
-        with:
-          repository: sunnypilot/ci-artifacts
-          ssh-key: ${{ secrets.CI_ARTIFACTS_DEPLOY_KEY }}
-          path: ${{ github.workspace }}/master_ui_raylib
-          ref: ${{ env.MASTER_BRANCH_NAME }}
-
-      - name: Saving new master ui
-        if: github.ref == 'refs/heads/master' && github.event_name == 'push'
-        working-directory: ${{ github.workspace }}/master_ui_raylib
-        run: |
-          git checkout --orphan=new_master_ui_mici_raylib
-          git rm -rf *
-          git branch -D ${{ env.MASTER_BRANCH_NAME }}
-          git branch -m ${{ env.MASTER_BRANCH_NAME }}
-          git config user.name "GitHub Actions Bot"
-          git config user.email "<>"
-          mv ${{ github.workspace }}/pr_ui/* .
-          git add .
-          git commit -m "mici raylib video for commit ${{ env.SHA }}"
-          git push origin ${{ env.MASTER_BRANCH_NAME }} --force
-
-      - name: Setup FFmpeg
-        uses: AnimMouse/setup-ffmpeg@ae28d57dabbb148eff63170b6bf7f2b60062cbae
-
-      - name: Finding diff
-        if: github.event_name == 'pull_request_target'
-        id: find_diff
-        run: |
-          # Find the video file from PR
-          pr_video="${{ github.workspace }}/pr_ui/mici_ui_replay_proposed.mp4"
-          mv "${{ github.workspace }}/pr_ui/mici_ui_replay.mp4" "$pr_video"
-
-          master_video="${{ github.workspace }}/pr_ui/mici_ui_replay_master.mp4"
-          mv "${{ github.workspace }}/master_ui_raylib/mici_ui_replay.mp4" "$master_video"
-
-          # Run report
-          export PYTHONPATH=${{ github.workspace }}
-          baseurl="https://github.com/sunnypilot/ci-artifacts/raw/refs/heads/${{ env.BRANCH_NAME }}"
-          diff_exit_code=0
-          python3 ${{ github.workspace }}/selfdrive/ui/tests/diff/diff.py "${{ github.workspace }}/pr_ui/mici_ui_replay_master.mp4" "${{ github.workspace }}/pr_ui/mici_ui_replay_proposed.mp4" "diff.html" --basedir "$baseurl" --no-open || diff_exit_code=$?
-
-          # Copy diff report files
-          cp ${{ github.workspace }}/selfdrive/ui/tests/diff/report/diff.html ${{ github.workspace }}/pr_ui/
-          cp ${{ github.workspace }}/selfdrive/ui/tests/diff/report/diff.mp4 ${{ github.workspace }}/pr_ui/
-
-          REPORT_URL="https://sunnypilot.github.io/ci-artifacts/diff_pr_${{ github.event.number }}.html"
-          if [ $diff_exit_code -eq 0 ]; then
-            DIFF="✅ Videos are identical! [View Diff Report]($REPORT_URL)"
-          else
-            DIFF="❌ <strong>Videos differ!</strong> [View Diff Report]($REPORT_URL)"
-          fi
-          echo "DIFF=$DIFF" >> "$GITHUB_OUTPUT"
-
-      - name: Saving proposed ui
-        if: github.event_name == 'pull_request_target'
-        working-directory: ${{ github.workspace }}/master_ui_raylib
-        run: |
-          # Overwrite PR branch w/ proposed ui, and master ui at this point in time for future reference
-          git config user.name "GitHub Actions Bot"
-          git config user.email "<>"
-          git checkout --orphan=${{ env.BRANCH_NAME }}
-          git rm -rf *
-          mv ${{ github.workspace }}/pr_ui/* .
-          git add .
-          git commit -m "mici raylib video for PR #${{ github.event.number }}"
-          git push origin ${{ env.BRANCH_NAME }} --force
-
-          # Append diff report to report files branch
-          git fetch origin ${{ env.REPORT_FILES_BRANCH_NAME }}
-          git checkout ${{ env.REPORT_FILES_BRANCH_NAME }}
-          cp ${{ github.workspace }}/selfdrive/ui/tests/diff/report/diff.html diff_pr_${{ github.event.number }}.html
-          git add diff_pr_${{ github.event.number }}.html
-          git commit -m "mici raylib ui diff report for PR #${{ github.event.number }}" || echo "No changes to commit"
-          git push origin ${{ env.REPORT_FILES_BRANCH_NAME }}
-
-      - name: Comment Video on PR
-        if: github.event_name == 'pull_request_target'
-        uses: thollander/actions-comment-pull-request@v2
-        with:
-          message: |
-            <!-- _(run_id_video_mici_raylib **${{ github.run_id }}**)_ -->
-            ## mici raylib UI Preview
-            ${{ steps.find_diff.outputs.DIFF }}
-          comment_tag: run_id_video_mici_raylib
-          pr_number: ${{ github.event.number }}
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/model_review.yaml

@@ -17,6 +17,8 @@ jobs:
     steps:
       - name: Checkout
         uses: actions/checkout@v6
+        with:
+          submodules: true
       - name: Checkout master
         uses: actions/checkout@v6
         with:
@@ -25,14 +27,12 @@ jobs:
       - run: git lfs pull
       - run: cd base && git lfs pull
 
-      - run: pip install onnx
-
       - name: scripts/reporter.py
         id: report
         run: |
           echo "content<<EOF" >> $GITHUB_OUTPUT
           echo "## Model Review" >> $GITHUB_OUTPUT
-          MASTER_PATH=${{ github.workspace }}/base python scripts/reporter.py >> $GITHUB_OUTPUT
+          PYTHONPATH=${{ github.workspace }} MASTER_PATH=${{ github.workspace }}/base python scripts/reporter.py >> $GITHUB_OUTPUT
           echo "EOF" >> $GITHUB_OUTPUT
 
       - name: Post model report comment

.github/workflows/prebuilt.yaml

@@ -6,7 +6,7 @@ on:
 
 env:
   DOCKER_LOGIN: docker login ghcr.io -u ${{ github.actor }} -p ${{ secrets.GITHUB_TOKEN }}
-  BUILD: release/ci/docker_build_sp.sh prebuilt
+  BUILD: release/ci/docker_build_sp.sh
 
 jobs:
   build_prebuilt:
@@ -28,7 +28,7 @@ jobs:
         wait-interval: 30
         running-workflow-name: 'build prebuilt'
         repo-token: ${{ secrets.GITHUB_TOKEN }}
-        check-regexp: ^((?!.*(build master-ci).*).)*$
+        check-regexp: ^((?!.*(build master-ci|create badges).*).)*$
     - uses: actions/checkout@v6
       with:
         submodules: true

.github/workflows/raylib_ui_preview.yaml

@@ -1,175 +0,0 @@
-name: "raylib ui preview"
-on:
-  push:
-    branches:
-      - master
-  pull_request_target:
-    types: [assigned, opened, synchronize, reopened, edited]
-    branches:
-      - 'master'
-    paths:
-      - 'selfdrive/assets/**'
-      - 'selfdrive/ui/**'
-      - 'system/ui/**'
-  workflow_dispatch:
-
-env:
-  UI_JOB_NAME: "Create raylib 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 }}-raylib-ui"
-
-jobs:
-  preview:
-    if: github.repository == 'sunnypilot/sunnypilot'
-    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: ${{ steps.get_run_id.outputs.run_id }}
-          search_artifacts: true
-          name: raylib-report-1-${{ env.REPORT_NAME }}
-          path: ${{ github.workspace }}/pr_ui
-
-      - name: Getting master ui
-        uses: actions/checkout@v6
-        with:
-          repository: sunnypilot/ci-artifacts
-          ssh-key: ${{ secrets.CI_ARTIFACTS_DEPLOY_KEY }}
-          path: ${{ github.workspace }}/master_ui_raylib
-          ref: openpilot_master_ui_raylib
-
-      - name: Saving new master ui
-        if: github.ref == 'refs/heads/master' && github.event_name == 'push'
-        working-directory: ${{ github.workspace }}/master_ui_raylib
-        run: |
-          git checkout --orphan=new_master_ui_raylib
-          git rm -rf *
-          git branch -D openpilot_master_ui_raylib
-          git branch -m openpilot_master_ui_raylib
-          git config user.name "GitHub Actions Bot"
-          git config user.email "<>"
-          mv ${{ github.workspace }}/pr_ui/*.png .
-          git add .
-          git commit -m "raylib screenshots for commit ${{ env.SHA }}"
-          git push origin openpilot_master_ui_raylib --force
-
-      - name: Finding diff
-        if: github.event_name == 'pull_request_target'
-        id: find_diff
-        run: >-
-          sudo apt-get update && sudo apt-get install -y imagemagick
-
-          scenes=$(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
-            # Check if the master file exists
-            if [ ! -f "${{ github.workspace }}/master_ui_raylib/${A[$i]}.png" ]; then
-              # This is a new file in PR UI that doesn't exist in master
-              DIFF="${DIFF}<details open>"
-              DIFF="${DIFF}<summary>${A[$i]} : \$\${\\color{cyan}\\text{NEW}}\$\$</summary>"
-              DIFF="${DIFF}<table>"
-
-              DIFF="${DIFF}<tr>"
-              DIFF="${DIFF}  <td> <img src=\"https://raw.githubusercontent.com/sunnypilot/ci-artifacts/${{ env.BRANCH_NAME }}/${A[$i]}.png\"> </td>"
-              DIFF="${DIFF}</tr>"
-
-              DIFF="${DIFF}</table>"
-              DIFF="${DIFF}</details>"
-            elif ! compare -fuzz 2% -highlight-color DeepSkyBlue1 -lowlight-color Black -compose Src ${{ github.workspace }}/master_ui_raylib/${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 ${{ github.workspace }}/master_ui_raylib/${A[$i]}.png composite_diff.png
-              convert -delay 100 ${{ github.workspace }}/master_ui_raylib/${A[$i]}.png composite_diff.png -loop 0 ${{ github.workspace }}/pr_ui/${A[$i]}_diff.gif
-
-              mv ${{ github.workspace }}/master_ui_raylib/${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/sunnypilot/ci-artifacts/${{ env.BRANCH_NAME }}/${A[$i]}_master_ref.png\"> </td>"
-              DIFF="${DIFF}  <td> proposed <img src=\"https://raw.githubusercontent.com/sunnypilot/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/sunnypilot/ci-artifacts/${{ env.BRANCH_NAME }}/${A[$i]}_diff.png\"> </td>"
-              DIFF="${DIFF}  <td> composite diff <img src=\"https://raw.githubusercontent.com/sunnypilot/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="${TABLE}  <td> <img src=\"https://raw.githubusercontent.com/sunnypilot/ci-artifacts/${{ 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: ${{ github.workspace }}/master_ui_raylib
-        run: |
-          git config user.name "GitHub Actions Bot"
-          git config user.email "<>"
-          git checkout --orphan=${{ env.BRANCH_NAME }}
-          git rm -rf *
-          mv ${{ github.workspace }}/pr_ui/* .
-          git add .
-          git commit -m "raylib screenshots for PR #${{ github.event.number }}"
-          git push origin ${{ env.BRANCH_NAME }} --force
-
-      - name: Comment Screenshots on PR
-        if: github.event_name == 'pull_request_target'
-        uses: thollander/actions-comment-pull-request@v2
-        with:
-          message: |
-            <!-- _(run_id_screenshots_raylib **${{ github.run_id }}**)_ -->
-            ## raylib UI Preview
-            ${{ steps.find_diff.outputs.DIFF }}
-          comment_tag: run_id_screenshots_raylib
-          pr_number: ${{ github.event.number }}
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/release.yaml

@@ -7,20 +7,12 @@ on:
 jobs:
   build___nightly:
     name: build __nightly
-    env:
-      ImageOS: ubuntu24
-    container:
-      image: ghcr.io/sunnypilot/sunnypilot-base:latest
     runs-on: ubuntu-latest
     if: github.repository == 'sunnypilot/sunnypilot'
     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 == 'schedule' }}
       uses: lewagon/wait-on-check-action@ccfb013c15c8afb7bf2b7c028fb74dc5a068cccc
@@ -29,14 +21,11 @@ jobs:
         wait-interval: 30
         running-workflow-name: 'build __nightly'
         repo-token: ${{ secrets.GITHUB_TOKEN }}
-        check-regexp: ^((?!.*(build prebuilt).*).)*$
+        check-regexp: ^((?!.*(build prebuilt|create badges).*).)*$
     - uses: actions/checkout@v6
       with:
         submodules: true
         fetch-depth: 0
-    - name: Pull LFS
-      run: |
-        git config --global --add safe.directory '*'
-        git lfs pull
+    - run: ./tools/op.sh setup
     - name: Push __nightly
       run: BRANCH=__nightly release/build_stripped.sh

.github/workflows/repo-maintenance.yaml

@@ -6,9 +6,7 @@ on:
   workflow_dispatch:
 
 env:
-  BASE_IMAGE: sunnypilot-base
-  BUILD: release/ci/docker_build_sp.sh base
-  RUN: docker run --shm-size 2G -v $PWD:/tmp/openpilot -w /tmp/openpilot -e CI=1 -e PYTHONWARNINGS=error -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
+  PYTHONPATH: ${{ github.workspace }}
 
 jobs:
   update_translations:
@@ -16,10 +14,11 @@ jobs:
     if: github.repository == 'sunnypilot/sunnypilot'
     steps:
       - uses: actions/checkout@v6
-      - uses: ./.github/workflows/setup-with-retry
+        with:
+          submodules: true
+      - run: ./tools/op.sh setup
       - name: Update translations
-        run: |
-          ${{ env.RUN }} "python3 selfdrive/ui/update_translations.py --vanish"
+        run: python3 selfdrive/ui/update_translations.py --vanish
       - name: Create Pull Request
         uses: peter-evans/create-pull-request@c0f553fe549906ede9cf27b5156039d195d2ece0
         with:
@@ -35,27 +34,36 @@ jobs:
   package_updates:
     name: package_updates
     runs-on: ubuntu-latest
-    container:
-      image: ghcr.io/sunnypilot/sunnypilot-base:latest
     if: github.repository == 'sunnypilot/sunnypilot'
     steps:
     - uses: actions/checkout@v6
       with:
         submodules: true
+    - run: ./tools/op.sh setup
     - name: uv lock
-      run: |
-        python3 -m ensurepip --upgrade
-        pip3 install uv
-        uv lock --upgrade
+      run: uv lock --upgrade
     - name: uv pip tree
       id: pip_tree
       run: |
         echo 'PIP_TREE<<EOF' >> $GITHUB_OUTPUT
         uv pip tree >> $GITHUB_OUTPUT
         echo 'EOF' >> $GITHUB_OUTPUT
+    - name: venv size
+      id: venv_size
+      run: |
+        echo 'VENV_SIZE<<EOF' >> $GITHUB_OUTPUT
+        echo "Total: $(du -sh .venv | cut -f1)" >> $GITHUB_OUTPUT
+        echo "" >> $GITHUB_OUTPUT
+        echo "Top 10 by size:" >> $GITHUB_OUTPUT
+        du -sh .venv/lib/python*/site-packages/* 2>/dev/null \
+          | grep -v '\.dist-info' \
+          | grep -v '__pycache__' \
+          | sort -rh \
+          | head -10 \
+          | while IFS=$'\t' read size path; do echo "$size  ${path##*/}"; done >> $GITHUB_OUTPUT
+        echo 'EOF' >> $GITHUB_OUTPUT
     - name: bump submodules
       run: |
-        git config --global --add safe.directory '*'
         git config submodule.msgq.update none
         git config submodule.rednose_repo.update none
         git config submodule.teleoprtc_repo.update none
@@ -64,7 +72,6 @@ jobs:
         git add .
     - name: update car docs
       run: |
-        export PYTHONPATH="$PWD"
         scons -j$(nproc) --minimal opendbc_repo
         python selfdrive/car/docs.py
         git add docs/CARS.md
@@ -82,6 +89,12 @@ jobs:
           Automatic PR from repo-maintenance -> package_updates
 
           ```
+          $ du -sh .venv && du -sh .venv/lib/python*/site-packages/* | sort -rh | head -10
+          ${{ steps.venv_size.outputs.VENV_SIZE }}
+          ```
+
+          ```
+          $ uv pip tree
           ${{ steps.pip_tree.outputs.PIP_TREE }}
           ```
         labels: bot

.github/workflows/setup-with-retry/action.yaml

@@ -1,52 +0,0 @@
-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
-
-outputs:
-  duration:
-    description: 'Duration of the setup process in seconds'
-    value: ${{ steps.get_duration.outputs.duration }}
-
-runs:
-  using: "composite"
-  steps:
-    - id: start_time
-      shell: bash
-      run: echo "START_TIME=$(date +%s)" >> $GITHUB_ENV
-    - 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 ${{ inputs.sleep_time }}
-    - id: setup3
-      if: steps.setup2.outcome == 'failure'
-      uses: ./.github/workflows/setup
-      with:
-        is_retried: true
-    - id: get_duration
-      shell: bash
-      run: |
-        END_TIME=$(date +%s)
-        DURATION=$((END_TIME - START_TIME))
-        echo "Total duration: $DURATION seconds"
-        echo "duration=$DURATION" >> $GITHUB_OUTPUT

.github/workflows/setup/action.yaml

@@ -1,56 +0,0 @@
-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 ${{ github.event.pull_request.head.repo.fork && github.event.pull_request.author_association == 'NONE' && 2 || 1}} ]; then
-          echo -e "\033[0;31m##################################################"
-          echo -e "\033[0;31m    Retries not allowed! Fix the flaky test!      "
-          echo -e "\033[0;31m##################################################\033[0m"
-          exit 1
-        fi
-
-    # do this after checkout to ensure our custom LFS config is used to pull from GitLab
-    - shell: bash
-      run: git lfs pull
-
-    # build cache
-    - id: date
-      shell: bash
-      run: echo "CACHE_COMMIT_DATE=$(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 }}

.github/workflows/sunnypilot-build-model.yaml

@@ -173,9 +173,18 @@ jobs:
 
             echo "Compiling: $onnx_file -> $output_file"
             QCOM=1 python3 "${{ env.TINYGRAD_PATH }}/examples/openpilot/compile3.py" "$onnx_file" "$output_file"
-            QCOM=1 python3 "${{ env.MODELS_DIR }}/../get_model_metadata.py" "$onnx_file" || true
+            DEV=QCOM FLOAT16=1 NOLOCALS=1 JIT_BATCH_SIZE=0 python3 "${{ env.MODELS_DIR }}/../get_model_metadata.py" "$onnx_file" || true
           done
 
+      - name: Validate Model Outputs
+        run: |
+          source /etc/profile
+          export UV_PROJECT_ENVIRONMENT=${HOME}/venv
+          export VIRTUAL_ENV=$UV_PROJECT_ENVIRONMENT
+          python3 "${{ github.workspace }}/release/ci/model_generator.py" \
+            --validate-only \
+            --model-dir "${{ env.MODELS_DIR }}"
+
       - name: Prepare Output
         run: |
           sudo rm -rf ${{ env.OUTPUT_DIR }}
@@ -184,7 +193,6 @@ jobs:
           # Copy the model files
           rsync -avm \
             --include='*.dlc' \
-            --include='*.thneed' \
             --include='*.pkl' \
             --include='*.onnx' \
             --exclude='*' \

.github/workflows/sunnypilot-build-prebuilt.yaml

@@ -180,8 +180,6 @@ jobs:
           ./release/release_files.py | sort | uniq | rsync -rRl${RUNNER_DEBUG:+v} --files-from=- . $BUILD_DIR/
           cd $BUILD_DIR
           sed -i '/from .board.jungle import PandaJungle, PandaJungleDFU/s/^/#/' panda/__init__.py
-          echo "Building sunnypilot's modeld..."
-          scons -j$(nproc) cache_dir=${{env.SCONS_CACHE_DIR}} --minimal sunnypilot/modeld
           echo "Building sunnypilot's modeld_v2..."
           scons -j$(nproc) cache_dir=${{env.SCONS_CACHE_DIR}} --minimal sunnypilot/modeld_v2
           echo "Building sunnypilot's locationd..."
@@ -219,7 +217,6 @@ jobs:
             --exclude='**/.venv/' \
             --exclude='selfdrive/modeld/models/driving_vision.onnx' \
             --exclude='selfdrive/modeld/models/driving_policy.onnx' \
-            --exclude='sunnypilot/modeld*/models/supercombo.onnx' \
             --exclude='third_party/*x86*' \
             --exclude='third_party/*Darwin*' \
             --delete-excluded \

.github/workflows/sunnypilot-master-dev-prep.yaml

@@ -241,10 +241,3 @@ jobs:
           gh run watch "$RUN_ID"
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-
-      - name: Trigger prebuilt workflow
-        if: success() && steps.push-changes.outputs.has_changes == 'true'
-        run: |
-          gh workflow run sunnypilot-build-prebuilt.yaml --ref "${{ inputs.target_branch || env.DEFAULT_TARGET_BRANCH }}"
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/tests.yaml

@@ -18,13 +18,8 @@ concurrency:
   cancel-in-progress: true
 
 env:
-  PYTHONWARNINGS: error
-  BASE_IMAGE: sunnypilot-base
-  DOCKER_LOGIN: docker login ghcr.io -u ${{ github.actor }} -p ${{ secrets.GITHUB_TOKEN }}
-  BUILD: release/ci/docker_build_sp.sh base
-
-  RUN: docker run --shm-size 2G -v $PWD:/tmp/openpilot -w /tmp/openpilot -e CI=1 -e PYTHONWARNINGS=error -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
-
+  CI: 1
+  PYTHONPATH: ${{ github.workspace }}
   PYTEST: pytest --continue-on-collection-errors --durations=0 -n logical
 
 jobs:
@@ -34,10 +29,11 @@ jobs:
       (github.repository == 'commaai/openpilot') &&
       ((github.event_name != 'pull_request') ||
       (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
-      && fromJSON('["namespace-profile-amd64-8x16", "namespace-experiments:docker.builds.local-cache=separate"]')
+      && fromJSON('["namespace-profile-amd64-8x16"]')
       || fromJSON('["ubuntu-24.04"]') }}
     env:
       STRIPPED_DIR: /tmp/releasepilot
+      PYTHONPATH: /tmp/releasepilot
     steps:
     - uses: actions/checkout@v6
       with:
@@ -51,17 +47,15 @@ jobs:
     - name: Build devel
       timeout-minutes: 1
       run: TARGET_DIR=$STRIPPED_DIR release/build_stripped.sh
-    - uses: ./.github/workflows/setup-with-retry
+    - run: ./tools/op.sh setup
     - 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"
+      timeout-minutes: 30
+      working-directory: ${{ env.STRIPPED_DIR }}
+      run: python3 system/manager/build.py
     - name: Run tests
       timeout-minutes: 1
-      run: |
-        cd $STRIPPED_DIR
-        ${{ env.RUN }} "release/check-dirty.sh"
+      working-directory: ${{ env.STRIPPED_DIR }}
+      run: release/check-dirty.sh
     - name: Check submodules
       if: github.repository == 'sunnypilot/sunnypilot'
       timeout-minutes: 3
@@ -83,73 +77,20 @@ jobs:
         fi
         release/check-submodules.sh
 
-  build:
-    runs-on: ${{
-      (github.repository == 'commaai/openpilot') &&
-      ((github.event_name != 'pull_request') ||
-      (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
-      && fromJSON('["namespace-profile-amd64-8x16", "namespace-experiments:docker.builds.local-cache=separate"]')
-      || fromJSON('["ubuntu-24.04"]') }}
-    steps:
-    - uses: actions/checkout@v6
-      with:
-        submodules: true
-    - name: Setup docker push
-      if: github.ref == 'refs/heads/master' && github.event_name != 'pull_request' && github.repository == 'sunnypilot/sunnypilot'
-      run: |
-        echo "PUSH_IMAGE=true" >> "$GITHUB_ENV"
-        $DOCKER_LOGIN
-    - uses: ./.github/workflows/setup-with-retry
-    - uses: ./.github/workflows/compile-openpilot
-      timeout-minutes: 30
-
   build_mac:
     name: build macOS
-    if: false # tmp disable due to brew install not working
     runs-on: ${{ ((github.repository == 'commaai/openpilot') && ((github.event_name != 'pull_request') || (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))) && 'namespace-profile-macos-8x14' || 'macos-latest' }}
     steps:
     - uses: actions/checkout@v6
       with:
         submodules: true
-    - run: echo "CACHE_COMMIT_DATE=$(git log -1 --pretty='format:%cd' --date=format:'%Y-%m-%d-%H:%M')" >> $GITHUB_ENV
-    - name: Homebrew cache
-      uses: ./.github/workflows/auto-cache
-      with:
-        save: false # No need save here if we manually save it later conditionally
-        path: ~/Library/Caches/Homebrew
-        key: brew-macos-${{ hashFiles('tools/Brewfile') }}-${{ github.sha }}
-        restore-keys: |
-          brew-macos-${{ hashFiles('tools/Brewfile') }}
-          brew-macos-
-    - name: Install dependencies
-      run: ./tools/mac_setup.sh
-      env:
-        PYTHONWARNINGS: default  # package install has DeprecationWarnings
-        HOMEBREW_DISPLAY_INSTALL_TIMES: 1
-    - name: Save Homebrew cache
-      uses: actions/cache/save@v4
-      if: github.ref == 'refs/heads/master'
-      with:
-        path: ~/Library/Caches/Homebrew
-        key: brew-macos-${{ hashFiles('tools/Brewfile') }}-${{ github.sha }}
-    - run: git lfs pull
-    - name: Getting scons cache
-      uses: ./.github/workflows/auto-cache
-      with:
-        save: false # No need save here if we manually save it later conditionally
-        path: /tmp/scons_cache
-        key: scons-${{ runner.arch }}-macos-${{ env.CACHE_COMMIT_DATE }}-${{ github.sha }}
-        restore-keys: |
-          scons-${{ runner.arch }}-macos-${{ env.CACHE_COMMIT_DATE }}
-          scons-${{ runner.arch }}-macos
+    - name: Remove Homebrew from environment
+      run: |
+        FILTERED=$(echo "$PATH" | tr ':' '\n' | grep -v '/opt/homebrew' | tr '\n' ':')
+        echo "PATH=${FILTERED}/usr/local/bin:/usr/bin:/bin:/usr/sbin:/sbin" >> $GITHUB_ENV
+    - run: ./tools/op.sh setup
     - name: Building openpilot
-      run: . .venv/bin/activate && scons -j$(nproc)
-    - name: Save scons cache
-      uses: actions/cache/save@v4
-      if: github.ref == 'refs/heads/master'
-      with:
-        path: /tmp/scons_cache
-        key: scons-${{ runner.arch }}-macos-${{ env.CACHE_COMMIT_DATE }}-${{ github.sha }}
+      run: scons
 
   static_analysis:
     name: static analysis
@@ -157,18 +98,16 @@ jobs:
       (github.repository == 'commaai/openpilot') &&
       ((github.event_name != 'pull_request') ||
       (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
-      && fromJSON('["namespace-profile-amd64-8x16", "namespace-experiments:docker.builds.local-cache=separate"]')
+      && fromJSON('["namespace-profile-amd64-8x16"]')
       || fromJSON('["ubuntu-24.04"]') }}
-    env:
-      PYTHONWARNINGS: default
     steps:
     - uses: actions/checkout@v6
       with:
         submodules: true
-    - uses: ./.github/workflows/setup-with-retry
+    - run: ./tools/op.sh setup
     - name: Static analysis
       timeout-minutes: 1
-      run: ${{ env.RUN }} "scripts/lint/lint.sh"
+      run: scripts/lint/lint.sh
 
   unit_tests:
     name: unit tests
@@ -176,24 +115,22 @@ jobs:
       (github.repository == 'commaai/openpilot') &&
       ((github.event_name != 'pull_request') ||
       (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
-      && fromJSON('["namespace-profile-amd64-8x16", "namespace-experiments:docker.builds.local-cache=separate"]')
+      && fromJSON('["namespace-profile-amd64-8x16"]')
       || fromJSON('["ubuntu-24.04"]') }}
     steps:
     - uses: actions/checkout@v6
       with:
         submodules: true
-    - uses: ./.github/workflows/setup-with-retry
-      id: setup-step
+    - run: ./tools/op.sh setup
     - name: Build openpilot
-      run: ${{ env.RUN }} "scons -j$(nproc)"
+      run: scons -j$(nproc)
     - name: Run unit tests
-      timeout-minutes: ${{ contains(runner.name, 'nsc') && ((steps.setup-step.outputs.duration < 18) && 1 || 2) || 999 }}
+      timeout-minutes: ${{ contains(runner.name, 'nsc') && 2 || 999 }}
       run: |
-        ${{ env.RUN }} "source selfdrive/test/setup_xvfb.sh && \
-                        # Pre-compile Python bytecode so each pytest worker doesn't need to
-                        $PYTEST --collect-only -m 'not slow' -qq && \
-                        MAX_EXAMPLES=1 $PYTEST -m 'not slow' && \
-                        chmod -R 777 /tmp/comma_download_cache"
+        source selfdrive/test/setup_xvfb.sh
+        # Pre-compile Python bytecode so each pytest worker doesn't need to
+        $PYTEST --collect-only -m 'not slow' -qq
+        MAX_EXAMPLES=1 $PYTEST -m 'not slow'
 
   process_replay:
     name: process replay
@@ -202,29 +139,19 @@ jobs:
       (github.repository == 'commaai/openpilot') &&
       ((github.event_name != 'pull_request') ||
       (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
-      && fromJSON('["namespace-profile-amd64-8x16", "namespace-experiments:docker.builds.local-cache=separate"]')
+      && fromJSON('["namespace-profile-amd64-8x16"]')
       || fromJSON('["ubuntu-24.04"]') }}
     steps:
     - uses: actions/checkout@v6
       with:
         submodules: true
-    - uses: ./.github/workflows/setup-with-retry
-      id: setup-step
-    - name: Cache test routes
-      id: dependency-cache
-      uses: actions/cache@v5
-      with:
-        path: .ci_cache/comma_download_cache
-        key: proc-replay-${{ hashFiles('selfdrive/test/process_replay/test_processes.py') }}
+    - run: ./tools/op.sh setup
     - name: Build openpilot
-      run: |
-        ${{ env.RUN }} "scons -j$(nproc)"
+      run: scons -j$(nproc)
     - name: Run replay
-      timeout-minutes: ${{ contains(runner.name, 'nsc') && (steps.dependency-cache.outputs.cache-hit == 'true') && ((steps.setup-step.outputs.duration < 18) && 1 || 2) || 20 }}
+      timeout-minutes: ${{ contains(runner.name, 'nsc') && 2 || 20 }}
       continue-on-error: ${{ github.ref == 'refs/heads/master' }}
-      run: |
-        ${{ env.RUN }} "selfdrive/test/process_replay/test_processes.py -j$(nproc) && \
-                        chmod -R 777 /tmp/comma_download_cache"
+      run: selfdrive/test/process_replay/test_processes.py -j$(nproc)
     - name: Print diff
       id: print-diff
       if: always()
@@ -246,21 +173,21 @@ jobs:
       if: github.repository == 'commaai/openpilot' && github.ref == 'refs/heads/master'
       working-directory: ${{ github.workspace }}/ci-artifacts
       run: |
-        git checkout --orphan process-replay
-        git rm -rf .
         git config user.name "GitHub Actions Bot"
         git config user.email "<>"
+        git fetch origin process-replay || true
+        git checkout process-replay 2>/dev/null || git checkout --orphan process-replay
         cp ${{ github.workspace }}/selfdrive/test/process_replay/fakedata/*.zst .
         echo "${{ github.sha }}" > ref_commit
         git add .
-        git commit -m "process-replay refs for ${{ github.repository }}@${{ github.sha }}"
-        git push origin process-replay --force
+        git commit -m "process-replay refs for ${{ github.repository }}@${{ github.sha }}" || echo "No changes to commit"
+        git push origin process-replay
     - 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"
+      env:
+        ONNXCPU: 1
+      run: $PYTEST selfdrive/test/process_replay/test_regen.py
 
   simulator_driving:
     name: simulator driving
@@ -268,73 +195,44 @@ jobs:
       (github.repository == 'commaai/openpilot') &&
       ((github.event_name != 'pull_request') ||
       (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
-      && fromJSON('["namespace-profile-amd64-8x16", "namespace-experiments:docker.builds.local-cache=separate"]')
+      && fromJSON('["namespace-profile-amd64-8x16"]')
       || fromJSON('["ubuntu-24.04"]') }}
     if: false  # FIXME: Started to timeout recently
     steps:
     - uses: actions/checkout@v6
       with:
         submodules: true
-    - uses: ./.github/workflows/setup-with-retry
-      id: setup-step
+    - run: ./tools/op.sh setup
     - name: Build openpilot
-      run: |
-        ${{ env.RUN }} "scons -j$(nproc)"
+      run: scons -j$(nproc)
     - name: Driving test
-      timeout-minutes: ${{ (steps.setup-step.outputs.duration < 18) && 1 || 2 }}
+      timeout-minutes: 2
       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"
+        source selfdrive/test/setup_xvfb.sh
+        pytest -s tools/sim/tests/test_metadrive_bridge.py
 
-  create_raylib_ui_report:
-    name: Create raylib UI Report
+  create_ui_report:
+    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'))
-      && fromJSON('["namespace-profile-amd64-8x16", "namespace-experiments:docker.builds.local-cache=separate"]')
+      && fromJSON('["namespace-profile-amd64-8x16"]')
       || fromJSON('["ubuntu-24.04"]') }}
     steps:
       - uses: actions/checkout@v6
         with:
           submodules: true
-      - uses: ./.github/workflows/setup-with-retry
+      - run: ./tools/op.sh setup
       - name: Build openpilot
-        run: ${{ env.RUN }} "scons -j$(nproc)"
-      - name: Create raylib UI Report
-        run: >
-          ${{ env.RUN }} "PYTHONWARNINGS=ignore &&
-                          source selfdrive/test/setup_xvfb.sh &&
-                          python3 selfdrive/ui/tests/test_ui/raylib_screenshots.py"
-      - name: Upload Raylib UI Report
+        run: scons -j$(nproc)
+      - name: Create UI Report
+        run: |
+          source selfdrive/test/setup_xvfb.sh
+          python3 selfdrive/ui/tests/diff/replay.py
+          python3 selfdrive/ui/tests/diff/replay.py --big
+      - name: Upload UI Report
         uses: actions/upload-artifact@v6
         with:
-          name: raylib-report-${{ inputs.run_number || '1' }}-${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && 'master' || github.event.number }}
-          path: selfdrive/ui/tests/test_ui/raylib_report/screenshots
-
-  create_mici_raylib_ui_report:
-    name: Create mici raylib UI Report
-    runs-on: ${{
-      (github.repository == 'commaai/openpilot') &&
-      ((github.event_name != 'pull_request') ||
-      (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
-      && fromJSON('["namespace-profile-amd64-8x16", "namespace-experiments:docker.builds.local-cache=separate"]')
-      || fromJSON('["ubuntu-24.04"]') }}
-    steps:
-      - uses: actions/checkout@v6
-        with:
-          submodules: true
-      - uses: ./.github/workflows/setup-with-retry
-      - name: Build openpilot
-        run: ${{ env.RUN }} "scons -j$(nproc)"
-      - name: Create mici raylib UI Report
-        run: >
-          ${{ env.RUN }} "PYTHONWARNINGS=ignore &&
-                          source selfdrive/test/setup_xvfb.sh &&
-                          WINDOWED=1 python3 selfdrive/ui/tests/diff/replay.py"
-      - name: Upload Raylib UI Report
-        uses: actions/upload-artifact@v6
-        with:
-          name: mici-raylib-report-${{ inputs.run_number || '1' }}-${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && 'master' || github.event.number }}
+          name: ui-report-${{ inputs.run_number || '1' }}-${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && 'master' || github.event.number }}
           path: selfdrive/ui/tests/diff/report

.github/workflows/ui_preview.yaml

@@ -0,0 +1,175 @@
+name: "ui preview"
+on:
+  push:
+    branches:
+      - master
+  pull_request_target:
+    types: [assigned, opened, synchronize, reopened, edited]
+    branches:
+      - 'master'
+    paths:
+      - 'selfdrive/assets/**'
+      - 'selfdrive/ui/**'
+      - 'system/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 }}-ui-preview"
+  REPORT_FILES_BRANCH_NAME: "mici-raylib-ui-reports"
+
+  # variant:video_prefix:master_branch
+  VARIANTS: "mici:mici_ui_replay:openpilot_master_ui_mici_raylib big:tizi_ui_replay:openpilot_master_ui_big_raylib"
+
+jobs:
+  preview:
+    if: github.repository == 'sunnypilot/sunnypilot'
+    name: preview
+    runs-on: ubuntu-latest
+    timeout-minutes: 20
+    permissions:
+      contents: read
+      pull-requests: write
+      actions: read
+    steps:
+      - uses: actions/checkout@v6
+        with:
+          submodules: true
+
+      - 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
+        uses: dawidd6/action-download-artifact@v6
+        with:
+          github_token: ${{ secrets.GITHUB_TOKEN }}
+          run_id: ${{ steps.get_run_id.outputs.run_id }}
+          search_artifacts: true
+          name: ui-report-1-${{ env.REPORT_NAME }}
+          path: ${{ github.workspace }}/pr_ui
+
+      - name: Getting mici master ui
+        uses: actions/checkout@v6
+        with:
+          repository: sunnypilot/ci-artifacts
+          ssh-key: ${{ secrets.CI_ARTIFACTS_DEPLOY_KEY }}
+          path: ${{ github.workspace }}/master_mici
+          ref: openpilot_master_ui_mici_raylib
+
+      - name: Getting big master ui
+        uses: actions/checkout@v6
+        with:
+          repository: sunnypilot/ci-artifacts
+          ssh-key: ${{ secrets.CI_ARTIFACTS_DEPLOY_KEY }}
+          path: ${{ github.workspace }}/master_big
+          ref: openpilot_master_ui_big_raylib
+
+      - name: Saving new master ui
+        if: github.ref == 'refs/heads/master' && github.event_name == 'push'
+        run: |
+          for variant in $VARIANTS; do
+            IFS=':' read -r name video branch <<< "$variant"
+            master_dir="${{ github.workspace }}/master_${name}"
+            cd "$master_dir"
+            git checkout --orphan=new_branch
+            git rm -rf *
+            git branch -D "$branch"
+            git branch -m "$branch"
+            git config user.name "GitHub Actions Bot"
+            git config user.email "<>"
+            cp "${{ github.workspace }}/pr_ui/${video}.mp4" .
+            git add .
+            git commit -m "${name} video for commit ${{ env.SHA }}"
+            git push origin "$branch" --force
+          done
+
+      - name: Setup FFmpeg
+        uses: AnimMouse/setup-ffmpeg@ae28d57dabbb148eff63170b6bf7f2b60062cbae
+
+      - name: Finding diffs
+        if: github.event_name == 'pull_request_target'
+        id: find_diff
+        run: |
+          export PYTHONPATH=${{ github.workspace }}
+          baseurl="https://github.com/sunnypilot/ci-artifacts/raw/refs/heads/${{ env.BRANCH_NAME }}"
+
+          COMMENT=""
+          for variant in $VARIANTS; do
+            IFS=':' read -r name video _ <<< "$variant"
+            diff_name="${name}_diff"
+
+            mv "${{ github.workspace }}/pr_ui/${video}.mp4" "${{ github.workspace }}/pr_ui/${video}_proposed.mp4"
+            cp "${{ github.workspace }}/master_${name}/${video}.mp4" "${{ github.workspace }}/pr_ui/${video}_master.mp4"
+
+            diff_exit_code=0
+            python3 ${{ github.workspace }}/selfdrive/ui/tests/diff/diff.py \
+              "${{ github.workspace }}/pr_ui/${video}_master.mp4" \
+              "${{ github.workspace }}/pr_ui/${video}_proposed.mp4" \
+              "${diff_name}.html" --basedir "$baseurl" --no-open || diff_exit_code=$?
+
+            cp "${{ github.workspace }}/selfdrive/ui/tests/diff/report/${diff_name}.html" "${{ github.workspace }}/pr_ui/"
+            cp "${{ github.workspace }}/selfdrive/ui/tests/diff/report/${diff_name}.mp4" "${{ github.workspace }}/pr_ui/"
+
+            REPORT_URL="https://sunnypilot.github.io/ci-artifacts/${diff_name}_pr_${{ github.event.number }}.html"
+            if [ $diff_exit_code -eq 0 ]; then
+              COMMENT+="**${name}**: Videos are identical! [View Diff Report]($REPORT_URL)"$'\n'
+            else
+              COMMENT+="**${name}**: ⚠️ <strong>Videos differ!</strong> [View Diff Report]($REPORT_URL)"$'\n'
+            fi
+          done
+
+          {
+            echo "COMMENT<<EOF"
+            echo "$COMMENT"
+            echo "EOF"
+          } >> "$GITHUB_OUTPUT"
+
+      - name: Saving proposed ui
+        if: github.event_name == 'pull_request_target'
+        working-directory: ${{ github.workspace }}/master_mici
+        run: |
+          git config user.name "GitHub Actions Bot"
+          git config user.email "<>"
+          git checkout --orphan=${{ env.BRANCH_NAME }}
+          git rm -rf *
+          mv ${{ github.workspace }}/pr_ui/* .
+          git add .
+          git commit -m "ui videos for PR #${{ github.event.number }}"
+          git push origin ${{ env.BRANCH_NAME }} --force
+
+          # Append diff reports to report files branch
+          git fetch origin ${{ env.REPORT_FILES_BRANCH_NAME }}
+          git checkout ${{ env.REPORT_FILES_BRANCH_NAME }}
+          for variant in $VARIANTS; do
+            IFS=':' read -r name _ _ <<< "$variant"
+            diff_name="${name}_diff"
+            cp "${{ github.workspace }}/selfdrive/ui/tests/diff/report/${diff_name}.html" "${diff_name}_pr_${{ github.event.number }}.html"
+            git add "${diff_name}_pr_${{ github.event.number }}.html"
+          done
+          git commit -m "ui diff reports for PR #${{ github.event.number }}" || echo "No changes to commit"
+          git push origin ${{ env.REPORT_FILES_BRANCH_NAME }}
+
+      - name: Comment on PR
+        if: github.event_name == 'pull_request_target'
+        uses: thollander/actions-comment-pull-request@v2
+        with:
+          message: |
+            <!-- _(run_id_ui_preview **${{ github.run_id }}**)_ -->
+            ## UI Preview
+            ${{ steps.find_diff.outputs.COMMENT }}
+          comment_tag: run_id_ui_preview
+          pr_number: ${{ github.event.number }}
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/vendor_third_party.yaml

@@ -1,51 +0,0 @@
-name: vendor third_party
-
-on:
-  workflow_dispatch:
-
-jobs:
-  build:
-    if: github.ref != 'refs/heads/master'
-    strategy:
-      matrix:
-        os: [ubuntu-24.04, macos-latest]
-    runs-on: ${{ matrix.os }}
-    steps:
-    - uses: actions/checkout@v6
-      with:
-        submodules: true
-    - name: Build
-      run: third_party/build.sh
-    - name: Package artifacts
-      run: |
-        git add -A third_party/
-        git diff --cached --name-only -- third_party/ | tar -cf /tmp/third_party_build.tar -T -
-    - uses: actions/upload-artifact@v4
-      with:
-        name: third-party-${{ runner.os }}
-        path: /tmp/third_party_build.tar
-
-  commit:
-    needs: build
-    runs-on: ubuntu-24.04
-    permissions:
-      contents: write
-    steps:
-    - uses: actions/checkout@v6
-    - uses: actions/download-artifact@v4
-      with:
-        path: /tmp/artifacts
-    - name: Commit vendored libraries
-      run: |
-        for f in /tmp/artifacts/*/third_party_build.tar; do
-          tar xf "$f"
-        done
-        git add third_party/
-        if git diff --cached --quiet; then
-          echo "No changes to commit"
-          exit 0
-        fi
-        git config user.name "github-actions[bot]"
-        git config user.email "github-actions[bot]@users.noreply.github.com"
-        git commit -m "third_party: rebuild vendor libraries"
-        git push

.gitignore

@@ -64,9 +64,7 @@ flycheck_*
 cppcheck_report.txt
 comma*.sh
 
-selfdrive/modeld/models/*.pkl
-sunnypilot/modeld*/thneed/compile
-sunnypilot/modeld*/models/*.thneed
+selfdrive/modeld/models/*.pkl*
 sunnypilot/modeld*/models/*.pkl
 
 # openpilot log files

CHANGELOG.md

@@ -1,5 +1,104 @@
-sunnypilot Version 2025.003.000 (20xx-xx-xx)
+sunnypilot Version 2026.001.000 (2026-03-xx)
 ========================
+* What's Changed (sunnypilot/sunnypilot)
+  * Complete rewrite of the user interface from Qt C++ to Raylib Python
+  * comma four support
+  * ui: sunnypilot toggle style by @nayan8teen
+  * ui: fix scroll panel mouse wheel behavior by @nayan8teen
+  * ui: sunnypilot panels by @nayan8teen
+  * sunnylink: centralize key pair handling in sunnylink registration by @devtekve
+  * ui: reimplement sunnypilot branding with Raylib by @sunnyhaibin
+  * ui: Platform Selector by @Discountchubbs
+  * ui: vehicle brand settings by @Discountchubbs
+  * ui: sunnylink client-side implementation by @nayan8teen
+  * ui: `NetworkUISP` by @Discountchubbs
+  * ui: add sunnypilot font by @nayan8teen
+  * ui: sunnypilot sponsor tier color mapping by @sunnyhaibin
+  * ui: sunnylink panel by @nayan8teen
+  * ui: Models panel by @Discountchubbs
+  * ui: software panel by @Discountchubbs
+  * modeld_v2: support planplus outputs by @Discountchubbs
+  * ui: OSM panel by @Discountchubbs
+  * ui: Developer panel extension by @Discountchubbs
+  * sunnylink: Vehicle Selector support by @sunnyhaibin
+  * [TIZI/TICI] ui: Developer Metrics by @rav4kumar
+  * [comma 4] ui: sunnylink panel by @nayan8teen
+  * ui: lateral-only and longitudinal-only UI statuses support by @royjr
+  * sunnylink: elliptic curve keys support and improve key path handling by @nayan8teen
+  * sunnylink: block remote modification of SSH key parameters by @zikeji
+  * [TIZI/TICI] ui: rainbow path by @rav4kumar
+  * [TIZI/TICI] ui: chevron metrics by @rav4kumar
+  * ui: include MADS enabled state to `engaged` check by @sunnyhaibin
+  * Toyota: Enforce Factory Longitudinal Control by @sunnyhaibin
+  * ui: fix malformed dongle ID display on the PC if dongleID is not set by @dzid26
+  * SL: Re enable and validate ingestion of swaglogs by @devtekve
+  * modeld_v2: planplus model tuning by @Discountchubbs
+  * ui: fix Always Offroad button visibility by @nayan8teen
+  * Reimplement sunnypilot Terms of Service & sunnylink Consent Screens by @sunnyhaibin
+  * [TIZI/TICI] ui: update dmoji position and Developer UI adjustments by @rav4kumar
+  * modeld: configurable camera offset by @Discountchubbs
+  * [TIZI/TICI] ui: sunnylink status on sidebar by @Copilot
+  * ui: Global Brightness Override by @nayan8teen
+  * ui: Customizable Interactive Timeout by @sunnyhaibin
+  * sunnylink: add units to param metadata by @nayan8teen
+  * ui: Customizable Onroad Brightness by @sunnyhaibin
+  * [TIZI/TICI] ui: Steering panel by @nayan8teen
+  * [TIZI/TICI] ui: Rocket Fuel by @rav4kumar
+  * [TIZI/TICI] ui: MICI style turn signals by @rav4kumar
+  * [TIZI/TICI] ui: MICI style blindspot indicators by @sunnyhaibin
+  * [MICI] ui: display blindspot indicators when available by @rav4kumar
+  * [TIZI/TICI] ui: Road Name by @rav4kumar
+  * [TIZI/TICI] ui: Blue "Exit Always Offroad" button by @dzid26
+  * [TIZI/TICI] ui: Speed Limit by @rav4kumar
+  * Reapply "latcontrol_torque: lower kp and lower friction threshold (commaai/openpilot#36619)" by @sunnyhaibin
+  * [TIZI/TICI] ui: steering arc by @royjr
+  * [TIZI/TICI] ui: Smart Cruise Control elements by @sunnyhaibin
+  * [TIZI/TICI] ui: Green Light and Lead Departure elements by @sunnyhaibin
+  * [TIZI/TICI] ui: standstill timer by @sunnyhaibin
+  * [MICI] ui: driving models selector by @Discountchubbs
+  * [TIZI/TICI] ui: Hide vEgo and True vEgo by @sunnyhaibin
+  * [TIZI/TICI] ui: Visuals panel by @nayan8teen
+  * Device: Retain QuickBoot state after op switch by @nayan8teen
+  * [TIZI/TICI] ui: Trips panel by @sunnyhaibin
+  * [TIZI/TICI] ui: dynamic ICBM status by @sunnyhaibin
+  * [TIZI/TICI] ui: Cruise panel by @sunnyhaibin
+  * ui: better wake mode support by @nayan8teen
+  * Pause Lateral Control with Blinker: Post-Blinker Delay by @CHaucke89
+  * SCC-V: Use p97 for predicted lateral accel by @yasu-oh
+  * Controls: Support for Torque Lateral Control v0 Tune by @sunnyhaibin
+* What's Changed (sunnypilot/opendbc)
+  * Honda: DBC for Accord 9th Generation by @mvl-boston
+  * FCA: update tire stiffness values for `RAM_HD` by @dparring
+  * Honda: Nidec hybrid baseline brake support by @mvl-boston
+  * Subaru Global Gen2: bump steering limits and update tuning by @sunnyhaibin
+  * Toyota: Enforce Stock Longitudinal Control by @rav4kumar
+  * Nissan: use MADS enabled status for LKAS HUD logic by @downquark7
+  * Reapply "Lateral: lower friction threshold (#2915)" (#378) by @sunnyhaibin
+  * HKG: add KIA_FORTE_2019_NON_SCC fingerprint by @royjr
+  * Nissan: Parse cruise control buttons by @downquark7
+  * Rivian: Add stalk down ACC behavior to match stock Rivian by @lukasloetkolben
+  * Tesla: remove `TESLA_MODEL_X` from `dashcamOnly` by @ssysm
+  * Hyundai Longitudinal: refactor tuning by @Discountchubbs
+  * Tesla: add fingerprint for Model 3 Performance HW4 by @sunnyhaibin
+  * Toyota: do not disable radar when smartDSU or CAN Filter detected by @sunnyhaibin
+  * Honda: add missing `GasInterceptor` messages to Taiwan Odyssey DBC by @mvl-boston
+  * GM: remove `CHEVROLET_EQUINOX_NON_ACC_3RD_GEN` from `dashcamOnly` by @sunnyhaibin
+  * GM: remove `CHEVROLET_BOLT_NON_ACC_2ND_GEN` from `dashcamOnly` by @sunnyhaibin
+* New Contributors (sunnypilot/sunnypilot)
+  * @TheSecurityDev made their first contribution in "ui: fix sidebar scroll in UI screenshots"
+  * @zikeji made their first contribution in "sunnylink: block remote modification of SSH key parameters"
+  * @Candy0707 made their first contribution in "[TIZI/TICI] ui: Fix misaligned turn signals and blindspot indicators with sidebar"
+  * @CHaucke89 made their first contribution in "Pause Lateral Control with Blinker: Post-Blinker Delay"
+  * @yasu-oh made their first contribution in "SCC-V: Use p97 for predicted lateral accel"
+* New Contributors (sunnypilot/opendbc)
+  * @AmyJeanes made their first contribution in "Tesla: Fix stock LKAS being blocked when MADS is enabled"
+  * @mvl-boston made their first contribution in "Honda: Update Clarity brake to renamed DBC message name"
+  * @dzid26 made their first contribution in "Tesla: Parse speed limit from CAN"
+  * @firestar5683 made their first contribution in "GM: Non-ACC platforms with steering only support"
+  * @downquark7 made their first contribution in "Nissan: use MADS enabled status for LKAS HUD logic"
+  * @royjr made their first contribution in "HKG: add KIA_FORTE_2019_NON_SCC fingerprint"
+  * @ssysm made their first contribution in "Tesla: remove `TESLA_MODEL_X` from `dashcamOnly`"
+* Full Changelog: https://github.com/sunnypilot/sunnypilot/compare/v2025.002.000...v2026.001.000
 
 sunnypilot Version 2025.002.000 (2025-11-06)
 ========================

Dockerfile.openpilot

@@ -1,14 +1,38 @@
-FROM ghcr.io/commaai/openpilot-base:latest
+FROM ubuntu:24.04
 
 ENV PYTHONUNBUFFERED=1
 
-ENV OPENPILOT_PATH=/home/batman/openpilot
+ENV DEBIAN_FRONTEND=noninteractive
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends sudo tzdata locales && \
+    rm -rf /var/lib/apt/lists/*
 
+RUN sed -i -e 's/# en_US.UTF-8 UTF-8/en_US.UTF-8 UTF-8/' /etc/locale.gen && locale-gen
+ENV LANG=en_US.UTF-8
+ENV LANGUAGE=en_US:en
+ENV LC_ALL=en_US.UTF-8
+
+ENV NVIDIA_VISIBLE_DEVICES=all
+ENV NVIDIA_DRIVER_CAPABILITIES=graphics,utility,compute
+
+ARG USER=batman
+ARG USER_UID=1001
+RUN useradd -m -s /bin/bash -u $USER_UID $USER
+RUN usermod -aG sudo $USER
+RUN echo '%sudo ALL=(ALL) NOPASSWD:ALL' >> /etc/sudoers
+USER $USER
+
+ENV OPENPILOT_PATH=/home/$USER/openpilot
 RUN mkdir -p ${OPENPILOT_PATH}
 WORKDIR ${OPENPILOT_PATH}
 
-COPY . ${OPENPILOT_PATH}/
+COPY --chown=$USER . ${OPENPILOT_PATH}/
 
-ENV UV_BIN="/home/batman/.local/bin/"
-ENV PATH="$UV_BIN:$PATH"
-RUN UV_PROJECT_ENVIRONMENT=$VIRTUAL_ENV uv run scons --cache-readonly -j$(nproc)
+ENV UV_BIN="/home/$USER/.local/bin/"
+ENV VIRTUAL_ENV=${OPENPILOT_PATH}/.venv
+ENV PATH="$UV_BIN:$VIRTUAL_ENV/bin:$PATH"
+RUN tools/setup_dependencies.sh && \
+    sudo rm -rf /var/lib/apt/lists/*
+
+USER root
+RUN git config --global --add safe.directory '*'

Dockerfile.openpilot_base

@@ -1,82 +0,0 @@
-FROM ubuntu:24.04
-
-ENV PYTHONUNBUFFERED=1
-
-ENV DEBIAN_FRONTEND=noninteractive
-RUN apt-get update && \
-    apt-get install -y --no-install-recommends sudo tzdata locales ssh pulseaudio xvfb x11-xserver-utils gnome-screenshot python3-tk python3-dev && \
-    rm -rf /var/lib/apt/lists/*
-
-RUN sed -i -e 's/# en_US.UTF-8 UTF-8/en_US.UTF-8 UTF-8/' /etc/locale.gen && locale-gen
-ENV LANG=en_US.UTF-8
-ENV LANGUAGE=en_US:en
-ENV LC_ALL=en_US.UTF-8
-
-COPY tools/install_ubuntu_dependencies.sh /tmp/tools/
-RUN /tmp/tools/install_ubuntu_dependencies.sh && \
-    rm -rf /var/lib/apt/lists/* /tmp/* && \
-    cd /usr/lib/gcc/arm-none-eabi/* && \
-    rm -rf arm/ thumb/nofp thumb/v6* thumb/v8* thumb/v7+fp thumb/v7-r+fp.sp
-
-# Add OpenCL
-RUN apt-get update && apt-get install -y --no-install-recommends \
-    apt-utils \
-    alien \
-    unzip \
-    tar \
-    curl \
-    xz-utils \
-    dbus \
-    gcc-arm-none-eabi \
-    tmux \
-    vim \
-    libx11-6 \
-    wget \
-  && rm -rf /var/lib/apt/lists/*
-
-RUN mkdir -p /tmp/opencl-driver-intel && \
-    cd /tmp/opencl-driver-intel && \
-    wget https://github.com/intel/llvm/releases/download/2024-WW14/oclcpuexp-2024.17.3.0.09_rel.tar.gz && \
-    wget https://github.com/oneapi-src/oneTBB/releases/download/v2021.12.0/oneapi-tbb-2021.12.0-lin.tgz && \
-    mkdir -p /opt/intel/oclcpuexp_2024.17.3.0.09_rel && \
-    cd /opt/intel/oclcpuexp_2024.17.3.0.09_rel && \
-    tar -zxvf /tmp/opencl-driver-intel/oclcpuexp-2024.17.3.0.09_rel.tar.gz && \
-    mkdir -p /etc/OpenCL/vendors && \
-    echo /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64/libintelocl.so > /etc/OpenCL/vendors/intel_expcpu.icd && \
-    cd /opt/intel && \
-    tar -zxvf /tmp/opencl-driver-intel/oneapi-tbb-2021.12.0-lin.tgz && \
-    ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbb.so /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
-    ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbbmalloc.so /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
-    ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbb.so.12 /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
-    ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbbmalloc.so.2 /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
-    mkdir -p /etc/ld.so.conf.d && \
-    echo /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 > /etc/ld.so.conf.d/libintelopenclexp.conf && \
-    ldconfig -f /etc/ld.so.conf.d/libintelopenclexp.conf && \
-    cd / && \
-    rm -rf /tmp/opencl-driver-intel
-
-ENV NVIDIA_VISIBLE_DEVICES=all
-ENV NVIDIA_DRIVER_CAPABILITIES=graphics,utility,compute
-ENV QTWEBENGINE_DISABLE_SANDBOX=1
-
-RUN dbus-uuidgen > /etc/machine-id
-RUN apt-get update && apt-get install -y fonts-noto-cjk fonts-noto-color-emoji
-
-ARG USER=batman
-ARG USER_UID=1001
-RUN useradd -m -s /bin/bash -u $USER_UID $USER
-RUN usermod -aG sudo $USER
-RUN echo '%sudo ALL=(ALL) NOPASSWD:ALL' >> /etc/sudoers
-USER $USER
-
-COPY --chown=$USER pyproject.toml uv.lock /home/$USER
-COPY --chown=$USER tools/install_python_dependencies.sh /home/$USER/tools/
-
-ENV VIRTUAL_ENV=/home/$USER/.venv
-ENV PATH="$VIRTUAL_ENV/bin:$PATH"
-RUN cd /home/$USER && \
-    tools/install_python_dependencies.sh && \
-    rm -rf tools/ pyproject.toml uv.lock .cache
-
-USER root
-RUN sudo git config --global --add safe.directory /tmp/openpilot

Dockerfile.sunnypilot

@@ -1,14 +0,0 @@
-FROM ghcr.io/sunnypilot/sunnypilot-base:latest
-
-ENV PYTHONUNBUFFERED=1
-
-ENV OPENPILOT_PATH=/home/batman/openpilot
-
-RUN mkdir -p ${OPENPILOT_PATH}
-WORKDIR ${OPENPILOT_PATH}
-
-COPY . ${OPENPILOT_PATH}/
-
-ENV UV_BIN="/home/batman/.local/bin/"
-ENV PATH="$UV_BIN:$PATH"
-RUN UV_PROJECT_ENVIRONMENT=$VIRTUAL_ENV uv run scons --cache-readonly -j$(nproc)

Dockerfile.sunnypilot_base

@@ -1,83 +0,0 @@
-FROM ubuntu:24.04
-
-ENV PYTHONUNBUFFERED=1
-
-ENV DEBIAN_FRONTEND=noninteractive
-RUN apt-get update && \
-    apt-get install -y --no-install-recommends sudo tzdata locales ssh pulseaudio xvfb x11-xserver-utils gnome-screenshot python3-tk python3-dev && \
-    rm -rf /var/lib/apt/lists/*
-
-RUN sed -i -e 's/# en_US.UTF-8 UTF-8/en_US.UTF-8 UTF-8/' /etc/locale.gen && locale-gen
-ENV LANG=en_US.UTF-8
-ENV LANGUAGE=en_US:en
-ENV LC_ALL=en_US.UTF-8
-
-COPY tools/install_ubuntu_dependencies.sh /tmp/tools/
-RUN /tmp/tools/install_ubuntu_dependencies.sh && \
-    rm -rf /var/lib/apt/lists/* /tmp/* && \
-    cd /usr/lib/gcc/arm-none-eabi/* && \
-    rm -rf arm/ thumb/nofp thumb/v6* thumb/v8* thumb/v7+fp thumb/v7-r+fp.sp
-
-# Add OpenCL
-RUN apt-get update && apt-get install -y --no-install-recommends \
-    apt-utils \
-    alien \
-    unzip \
-    tar \
-    curl \
-    xz-utils \
-    dbus \
-    gcc-arm-none-eabi \
-    tmux \
-    vim \
-    libx11-6 \
-    wget \
-    rsync \
-  && rm -rf /var/lib/apt/lists/*
-
-RUN mkdir -p /tmp/opencl-driver-intel && \
-    cd /tmp/opencl-driver-intel && \
-    wget https://github.com/intel/llvm/releases/download/2024-WW14/oclcpuexp-2024.17.3.0.09_rel.tar.gz && \
-    wget https://github.com/oneapi-src/oneTBB/releases/download/v2021.12.0/oneapi-tbb-2021.12.0-lin.tgz && \
-    mkdir -p /opt/intel/oclcpuexp_2024.17.3.0.09_rel && \
-    cd /opt/intel/oclcpuexp_2024.17.3.0.09_rel && \
-    tar -zxvf /tmp/opencl-driver-intel/oclcpuexp-2024.17.3.0.09_rel.tar.gz && \
-    mkdir -p /etc/OpenCL/vendors && \
-    echo /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64/libintelocl.so > /etc/OpenCL/vendors/intel_expcpu.icd && \
-    cd /opt/intel && \
-    tar -zxvf /tmp/opencl-driver-intel/oneapi-tbb-2021.12.0-lin.tgz && \
-    ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbb.so /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
-    ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbbmalloc.so /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
-    ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbb.so.12 /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
-    ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbbmalloc.so.2 /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
-    mkdir -p /etc/ld.so.conf.d && \
-    echo /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 > /etc/ld.so.conf.d/libintelopenclexp.conf && \
-    ldconfig -f /etc/ld.so.conf.d/libintelopenclexp.conf && \
-    cd / && \
-    rm -rf /tmp/opencl-driver-intel
-
-ENV NVIDIA_VISIBLE_DEVICES=all
-ENV NVIDIA_DRIVER_CAPABILITIES=graphics,utility,compute
-ENV QTWEBENGINE_DISABLE_SANDBOX=1
-
-RUN dbus-uuidgen > /etc/machine-id
-RUN apt-get update && apt-get install -y fonts-noto-cjk fonts-noto-color-emoji
-
-ARG USER=batman
-ARG USER_UID=1001
-RUN useradd -m -s /bin/bash -u $USER_UID $USER
-RUN usermod -aG sudo $USER
-RUN echo '%sudo ALL=(ALL) NOPASSWD:ALL' >> /etc/sudoers
-USER $USER
-
-COPY --chown=$USER pyproject.toml uv.lock /home/$USER
-COPY --chown=$USER tools/install_python_dependencies.sh /home/$USER/tools/
-
-ENV VIRTUAL_ENV=/home/$USER/.venv
-ENV PATH="$VIRTUAL_ENV/bin:$PATH"
-RUN cd /home/$USER && \
-    tools/install_python_dependencies.sh && \
-    rm -rf tools/ pyproject.toml uv.lock .cache
-
-USER root
-RUN sudo git config --global --add safe.directory /tmp/openpilot

Jenkinsfile

@@ -210,30 +210,23 @@ node {
       'HW + Unit Tests': {
         deviceStage("tizi-hardware", "tizi-common", ["UNSAFE=1"], [
           step("build", "cd system/manager && ./build.py"),
-          step("test pandad", "pytest selfdrive/pandad/tests/test_pandad.py", [diffPaths: ["panda", "selfdrive/pandad/"]]),
           step("test power draw", "pytest -s system/hardware/tici/tests/test_power_draw.py"),
           step("test encoder", "LD_LIBRARY_PATH=/usr/local/lib pytest system/loggerd/tests/test_encoder.py", [diffPaths: ["system/loggerd/"]]),
           step("test manager", "pytest system/manager/test/test_manager.py"),
         ])
       },
-      'loopback': {
-        deviceStage("loopback", "tizi-loopback", ["UNSAFE=1"], [
-          step("build openpilot", "cd system/manager && ./build.py"),
-          step("test pandad loopback", "pytest selfdrive/pandad/tests/test_pandad_loopback.py"),
-        ])
-      },
       'camerad OX03C10': {
         deviceStage("OX03C10", "tizi-ox03c10", ["UNSAFE=1"], [
           step("build", "cd system/manager && ./build.py"),
-          step("test camerad", "pytest system/camerad/test/test_camerad.py", [timeout: 60]),
-          step("test exposure", "pytest system/camerad/test/test_exposure.py"),
+          step("test pandad", "pytest selfdrive/pandad/tests/test_pandad.py", [diffPaths: ["panda", "selfdrive/pandad/"]]),
+          step("test camerad", "pytest system/camerad/test/test_camerad.py", [timeout: 90]),
         ])
       },
       'camerad OS04C10': {
         deviceStage("OS04C10", "tici-os04c10", ["UNSAFE=1"], [
           step("build", "cd system/manager && ./build.py"),
-          step("test camerad", "pytest system/camerad/test/test_camerad.py", [timeout: 60]),
-          step("test exposure", "pytest system/camerad/test/test_exposure.py"),
+          step("test pandad", "pytest selfdrive/pandad/tests/test_pandad.py", [diffPaths: ["panda", "selfdrive/pandad/"]]),
+          step("test camerad", "pytest system/camerad/test/test_camerad.py", [timeout: 90]),
         ])
       },
       'sensord': {
@@ -251,11 +244,9 @@ node {
       'tizi': {
         deviceStage("tizi", "tizi", ["UNSAFE=1"], [
           step("build openpilot", "cd system/manager && ./build.py"),
-          step("test pandad loopback", "SINGLE_PANDA=1 pytest selfdrive/pandad/tests/test_pandad_loopback.py"),
+          step("test pandad loopback", "pytest selfdrive/pandad/tests/test_pandad_loopback.py"),
           step("test pandad spi", "pytest selfdrive/pandad/tests/test_pandad_spi.py"),
           step("test amp", "pytest system/hardware/tici/tests/test_amplifier.py"),
-          // TODO: enable once new AGNOS is available
-          // step("test esim", "pytest system/hardware/tici/tests/test_esim.py"),
           step("test qcomgpsd", "pytest system/qcomgpsd/tests/test_qcomgpsd.py", [diffPaths: ["system/qcomgpsd/"]]),
         ])
       },

RELEASES.md

@@ -1,6 +1,8 @@
 Version 0.10.4 (2026-02-17)
 ========================
+* Kia K7 2017 support thanks to royjr!
 * Lexus LS 2018 support thanks to Hacheoy!
+* Reduce comma four standby power usage by 77% to 52 mW
 
 Version 0.10.3 (2025-12-17)
 ========================

SConstruct

@@ -18,6 +18,7 @@ AddOption('--asan', action='store_true', help='turn on ASAN')
 AddOption('--ubsan', action='store_true', help='turn on UBSan')
 AddOption('--mutation', action='store_true', help='generate mutation-ready code')
 AddOption('--ccflags', action='store', type='string', default='', help='pass arbitrary flags over the command line')
+AddOption('--verbose', action='store_true', default=False, help='show full build commands')
 AddOption('--minimal',
           action='store_false',
           dest='extras',
@@ -28,7 +29,6 @@ AddOption('--minimal',
 arch = subprocess.check_output(["uname", "-m"], encoding='utf8').rstrip()
 if platform.system() == "Darwin":
   arch = "Darwin"
-  brew_prefix = subprocess.check_output(['brew', '--prefix'], encoding='utf8').strip()
 elif arch == "aarch64" and os.path.isfile('/TICI'):
   arch = "larch64"
 assert arch in [
@@ -38,6 +38,25 @@ assert arch in [
   "Darwin",   # macOS arm64 (x86 not supported)
 ]
 
+if arch != "larch64":
+  import bzip2
+  import capnproto
+  import eigen
+  import ffmpeg as ffmpeg_pkg
+  import libjpeg
+  import libyuv
+  import ncurses
+  import openssl3
+  import python3_dev
+  import zeromq
+  import zstd
+  pkgs = [bzip2, capnproto, eigen, ffmpeg_pkg, libjpeg, libyuv, ncurses, openssl3, zeromq, zstd]
+  py_include = python3_dev.INCLUDE_DIR
+else:
+  # TODO: remove when AGNOS has our new vendor pkgs
+  pkgs = []
+  py_include = sysconfig.get_paths()['include']
+
 env = Environment(
   ENV={
     "PATH": os.environ['PATH'],
@@ -46,15 +65,13 @@ env = Environment(
     "ACADOS_PYTHON_INTERFACE_PATH": Dir("#third_party/acados/acados_template").abspath,
     "TERA_PATH": Dir("#").abspath + f"/third_party/acados/{arch}/t_renderer"
   },
-  CC='clang',
-  CXX='clang++',
   CCFLAGS=[
     "-g",
     "-fPIC",
     "-O2",
     "-Wunused",
     "-Werror",
-    "-Wshadow",
+    "-Wshadow" if arch in ("Darwin", "larch64") else "-Wshadow=local",
     "-Wno-unknown-warning-option",
     "-Wno-inconsistent-missing-override",
     "-Wno-c99-designator",
@@ -73,7 +90,7 @@ env = Environment(
     "#third_party/acados/include/blasfeo/include",
     "#third_party/acados/include/hpipm/include",
     "#third_party/catch2/include",
-    "#third_party/libyuv/include",
+    [x.INCLUDE_DIR for x in pkgs],
   ],
   LIBPATH=[
     "#common",
@@ -81,8 +98,8 @@ env = Environment(
     "#third_party",
     "#selfdrive/pandad",
     "#rednose/helpers",
-    f"#third_party/libyuv/{arch}/lib",
     f"#third_party/acados/{arch}/lib",
+    [x.LIB_DIR for x in pkgs],
   ],
   RPATH=[],
   CYTHONCFILESUFFIX=".cpp",
@@ -94,7 +111,8 @@ env = Environment(
 
 # Arch-specific flags and paths
 if arch == "larch64":
-  env.Append(CPPPATH=["#third_party/opencl/include"])
+  env["CC"] = "clang"
+  env["CXX"] = "clang++"
   env.Append(LIBPATH=[
     "/usr/local/lib",
     "/system/vendor/lib64",
@@ -105,17 +123,10 @@ if arch == "larch64":
   env.Append(CXXFLAGS=arch_flags)
 elif arch == "Darwin":
   env.Append(LIBPATH=[
-    f"{brew_prefix}/lib",
-    f"{brew_prefix}/opt/openssl@3.0/lib",
-    f"{brew_prefix}/opt/llvm/lib/c++",
     "/System/Library/Frameworks/OpenGL.framework/Libraries",
   ])
   env.Append(CCFLAGS=["-DGL_SILENCE_DEPRECATION"])
   env.Append(CXXFLAGS=["-DGL_SILENCE_DEPRECATION"])
-  env.Append(CPPPATH=[
-    f"{brew_prefix}/include",
-    f"{brew_prefix}/opt/openssl@3.0/include",
-  ])
 else:
   env.Append(LIBPATH=[
     "/usr/lib",
@@ -138,6 +149,22 @@ if _extra_cc:
 if arch != "Darwin":
   env.Append(LINKFLAGS=["-Wl,--as-needed", "-Wl,--no-undefined"])
 
+# Shorter build output: show brief descriptions instead of full commands.
+# Full command lines are still printed on failure by scons.
+if not GetOption('verbose'):
+  for action, short in (
+    ("CC",     "CC"),
+    ("CXX",    "CXX"),
+    ("LINK",   "LINK"),
+    ("SHCC",   "CC"),
+    ("SHCXX",  "CXX"),
+    ("SHLINK", "LINK"),
+    ("AR",     "AR"),
+    ("RANLIB", "RANLIB"),
+    ("AS",     "AS"),
+  ):
+    env[f"{action}COMSTR"] = f"  [{short}] $TARGET"
+
 # progress output
 node_interval = 5
 node_count = 0
@@ -149,10 +176,9 @@ if os.environ.get('SCONS_PROGRESS'):
   Progress(progress_function, interval=node_interval)
 
 # ********** Cython build environment **********
-py_include = sysconfig.get_paths()['include']
 envCython = env.Clone()
 envCython["CPPPATH"] += [py_include, np.get_include()]
-envCython["CCFLAGS"] += ["-Wno-#warnings", "-Wno-shadow", "-Wno-deprecated-declarations"]
+envCython["CCFLAGS"] += ["-Wno-#warnings", "-Wno-cpp", "-Wno-shadow", "-Wno-deprecated-declarations"]
 envCython["CCFLAGS"].remove("-Werror")
 
 envCython["LIBS"] = []
@@ -215,10 +241,8 @@ SConscript(['selfdrive/SConscript'])
 
 SConscript(['sunnypilot/SConscript'])
 
-if Dir('#tools/cabana/').exists() and GetOption('extras'):
-  SConscript(['tools/replay/SConscript'])
-  if arch != "larch64":
-    SConscript(['tools/cabana/SConscript'])
+if Dir('#tools/cabana/').exists() and arch != "larch64":
+  SConscript(['tools/cabana/SConscript'])
 
 
 env.CompilationDatabase('compile_commands.json')

cereal/log.capnp

@@ -499,7 +499,8 @@ struct DeviceState @0xa4d8b5af2aa492eb {
   pmicTempC @39 :List(Float32);
   intakeTempC @46 :Float32;
   exhaustTempC @47 :Float32;
-  caseTempC @48 :Float32;
+  gnssTempC @48 :Float32;
+  bottomSocTempC @50 :Float32;
   maxTempC @44 :Float32;  # max of other temps, used to control fan
   thermalZones @38 :List(ThermalZone);
   thermalStatus @14 :ThermalStatus;
@@ -592,6 +593,7 @@ struct PandaState @0xa7649e2575e4591e {
   harnessStatus @21 :HarnessStatus;
   sbu1Voltage @35 :Float32;
   sbu2Voltage @36 :Float32;
+  soundOutputLevel @37 :UInt16;
 
   # can health
   canState0 @29 :PandaCanState;
@@ -2232,9 +2234,9 @@ struct DriverMonitoringState @0xb83cda094a1da284 {
   isActiveMode @16 :Bool;
   isRHD @4 :Bool;
   uncertainCount @19 :UInt32;
-  phoneProbOffset @20 :Float32;
-  phoneProbValidCount @21 :UInt32;
 
+  phoneProbOffsetDEPRECATED @20 :Float32;
+  phoneProbValidCountDEPRECATED @21 :UInt32;
   isPreviewDEPRECATED @15 :Bool;
   rhdCheckedDEPRECATED @5 :Bool;
   eventsDEPRECATED @0 :List(Car.OnroadEventDEPRECATED);

cereal/messaging/tests/test_messaging.py

@@ -5,7 +5,7 @@ import numbers
 import random
 import threading
 import time
-from parameterized import parameterized
+from openpilot.common.parameterized import parameterized
 import pytest
 
 from cereal import log, car

cereal/messaging/tests/test_services.py

@@ -1,7 +1,7 @@
 import os
 import tempfile
 from typing import Dict
-from parameterized import parameterized
+from openpilot.common.parameterized import parameterized
 
 import cereal.services as services
 from cereal.services import SERVICE_LIST

common/SConscript

@@ -5,7 +5,6 @@ common_libs = [
   'swaglog.cc',
   'util.cc',
   'ratekeeper.cc',
-  'clutil.cc',
 ]
 
 _common = env.Library('common', common_libs, LIBS="json11")

common/clutil.cc

@@ -1,98 +0,0 @@
-#include "common/clutil.h"
-
-#include <cassert>
-#include <iostream>
-#include <memory>
-
-#include "common/util.h"
-#include "common/swaglog.h"
-
-namespace {  // helper functions
-
-template <typename Func, typename Id, typename Name>
-std::string get_info(Func get_info_func, Id id, Name param_name) {
-  size_t size = 0;
-  CL_CHECK(get_info_func(id, param_name, 0, NULL, &size));
-  std::string info(size, '\0');
-  CL_CHECK(get_info_func(id, param_name, size, info.data(), NULL));
-  return info;
-}
-inline std::string get_platform_info(cl_platform_id id, cl_platform_info name) { return get_info(&clGetPlatformInfo, id, name); }
-inline std::string get_device_info(cl_device_id id, cl_device_info name) { return get_info(&clGetDeviceInfo, id, name); }
-
-void cl_print_info(cl_platform_id platform, cl_device_id device) {
-  size_t work_group_size = 0;
-  cl_device_type device_type = 0;
-  clGetDeviceInfo(device, CL_DEVICE_MAX_WORK_GROUP_SIZE, sizeof(work_group_size), &work_group_size, NULL);
-  clGetDeviceInfo(device, CL_DEVICE_TYPE, sizeof(device_type), &device_type, NULL);
-  const char *type_str = "Other...";
-  switch (device_type) {
-    case CL_DEVICE_TYPE_CPU: type_str ="CL_DEVICE_TYPE_CPU"; break;
-    case CL_DEVICE_TYPE_GPU: type_str = "CL_DEVICE_TYPE_GPU"; break;
-    case CL_DEVICE_TYPE_ACCELERATOR: type_str = "CL_DEVICE_TYPE_ACCELERATOR"; break;
-  }
-
-  LOGD("vendor: %s", get_platform_info(platform, CL_PLATFORM_VENDOR).c_str());
-  LOGD("platform version: %s", get_platform_info(platform, CL_PLATFORM_VERSION).c_str());
-  LOGD("profile: %s", get_platform_info(platform, CL_PLATFORM_PROFILE).c_str());
-  LOGD("extensions: %s", get_platform_info(platform, CL_PLATFORM_EXTENSIONS).c_str());
-  LOGD("name: %s", get_device_info(device, CL_DEVICE_NAME).c_str());
-  LOGD("device version: %s", get_device_info(device, CL_DEVICE_VERSION).c_str());
-  LOGD("max work group size: %zu", work_group_size);
-  LOGD("type = %d, %s", (int)device_type, type_str);
-}
-
-void cl_print_build_errors(cl_program program, cl_device_id device) {
-  cl_build_status status;
-  clGetProgramBuildInfo(program, device, CL_PROGRAM_BUILD_STATUS, sizeof(status), &status, NULL);
-  size_t log_size;
-  clGetProgramBuildInfo(program, device, CL_PROGRAM_BUILD_LOG, 0, NULL, &log_size);
-  std::string log(log_size, '\0');
-  clGetProgramBuildInfo(program, device, CL_PROGRAM_BUILD_LOG, log_size, &log[0], NULL);
-
-  LOGE("build failed; status=%d, log: %s", status, log.c_str());
-}
-
-}  // namespace
-
-cl_device_id cl_get_device_id(cl_device_type device_type) {
-  cl_uint num_platforms = 0;
-  CL_CHECK(clGetPlatformIDs(0, NULL, &num_platforms));
-  std::unique_ptr<cl_platform_id[]> platform_ids = std::make_unique<cl_platform_id[]>(num_platforms);
-  CL_CHECK(clGetPlatformIDs(num_platforms, &platform_ids[0], NULL));
-
-  for (size_t i = 0; i < num_platforms; ++i) {
-    LOGD("platform[%zu] CL_PLATFORM_NAME: %s", i, get_platform_info(platform_ids[i], CL_PLATFORM_NAME).c_str());
-
-    // Get first device
-    if (cl_device_id device_id = NULL; clGetDeviceIDs(platform_ids[i], device_type, 1, &device_id, NULL) == 0 && device_id) {
-      cl_print_info(platform_ids[i], device_id);
-      return device_id;
-    }
-  }
-  LOGE("No valid openCL platform found");
-  assert(0);
-  return nullptr;
-}
-
-cl_context cl_create_context(cl_device_id device_id) {
-  return CL_CHECK_ERR(clCreateContext(NULL, 1, &device_id, NULL, NULL, &err));
-}
-
-void cl_release_context(cl_context context) {
-  clReleaseContext(context);
-}
-
-cl_program cl_program_from_file(cl_context ctx, cl_device_id device_id, const char* path, const char* args) {
-  return cl_program_from_source(ctx, device_id, util::read_file(path), args);
-}
-
-cl_program cl_program_from_source(cl_context ctx, cl_device_id device_id, const std::string& src, const char* args) {
-  const char *csrc = src.c_str();
-  cl_program prg = CL_CHECK_ERR(clCreateProgramWithSource(ctx, 1, &csrc, NULL, &err));
-  if (int err = clBuildProgram(prg, 1, &device_id, args, NULL, NULL); err != 0) {
-    cl_print_build_errors(prg, device_id);
-    assert(0);
-  }
-  return prg;
-}

common/clutil.h

@@ -1,28 +0,0 @@
-#pragma once
-
-#ifdef __APPLE__
-#include <OpenCL/cl.h>
-#else
-#include <CL/cl.h>
-#endif
-
-#include <string>
-
-#define CL_CHECK(_expr)          \
-  do {                           \
-    assert(CL_SUCCESS == (_expr)); \
-  } while (0)
-
-#define CL_CHECK_ERR(_expr)           \
-  ({                                  \
-    cl_int err = CL_INVALID_VALUE;    \
-    __typeof__(_expr) _ret = _expr;   \
-    assert(_ret&& err == CL_SUCCESS); \
-    _ret;                             \
-  })
-
-cl_device_id cl_get_device_id(cl_device_type device_type);
-cl_context cl_create_context(cl_device_id device_id);
-void cl_release_context(cl_context context);
-cl_program cl_program_from_source(cl_context ctx, cl_device_id device_id, const std::string& src, const char* args = nullptr);
-cl_program cl_program_from_file(cl_context ctx, cl_device_id device_id, const char* path, const char* args);

common/file_chunker.py

@@ -0,0 +1,37 @@
+import math
+import os
+from pathlib import Path
+
+CHUNK_SIZE = 45 * 1024 * 1024  # 45MB, under GitHub's 50MB limit
+
+def get_chunk_name(name, idx, num_chunks):
+  return f"{name}.chunk{idx+1:02d}of{num_chunks:02d}"
+
+def get_manifest_path(name):
+  return f"{name}.chunkmanifest"
+
+def get_chunk_paths(path, file_size):
+  num_chunks = math.ceil(file_size / CHUNK_SIZE)
+  return [get_manifest_path(path)] + [get_chunk_name(path, i, num_chunks) for i in range(num_chunks)]
+
+def chunk_file(path, targets):
+  manifest_path, *chunk_paths = targets
+  with open(path, 'rb') as f:
+    data = f.read()
+  actual_num_chunks = max(1, math.ceil(len(data) / CHUNK_SIZE))
+  assert len(chunk_paths) >= actual_num_chunks, f"Allowed {len(chunk_paths)} chunks but needs at least {actual_num_chunks}, for path {path}"
+  for i, chunk_path in enumerate(chunk_paths):
+    with open(chunk_path, 'wb') as f:
+      f.write(data[i * CHUNK_SIZE:(i + 1) * CHUNK_SIZE])
+  Path(manifest_path).write_text(str(len(chunk_paths)))
+  os.remove(path)
+
+
+def read_file_chunked(path):
+  manifest_path = get_manifest_path(path)
+  if os.path.isfile(manifest_path):
+    num_chunks = int(Path(manifest_path).read_text().strip())
+    return b''.join(Path(get_chunk_name(path, i, num_chunks)).read_bytes() for i in range(num_chunks))
+  if os.path.isfile(path):
+    return Path(path).read_bytes()
+  raise FileNotFoundError(path)

common/mat.h

@@ -1,85 +0,0 @@
-#pragma once
-
-typedef struct vec3 {
-  float v[3];
-} vec3;
-
-typedef struct vec4 {
-  float v[4];
-} vec4;
-
-typedef struct mat3 {
-  float v[3*3];
-} mat3;
-
-typedef struct mat4 {
-  float v[4*4];
-} mat4;
-
-static inline mat3 matmul3(const mat3 &a, const mat3 &b) {
-  mat3 ret = {{0.0}};
-  for (int r=0; r<3; r++) {
-    for (int c=0; c<3; c++) {
-      float v = 0.0;
-      for (int k=0; k<3; k++) {
-        v += a.v[r*3+k] * b.v[k*3+c];
-      }
-      ret.v[r*3+c] = v;
-    }
-  }
-  return ret;
-}
-
-static inline vec3 matvecmul3(const mat3 &a, const vec3 &b) {
-  vec3 ret = {{0.0}};
-  for (int r=0; r<3; r++) {
-    for (int c=0; c<3; c++) {
-      ret.v[r] += a.v[r*3+c] * b.v[c];
-    }
-  }
-  return ret;
-}
-
-static inline mat4 matmul(const mat4 &a, const mat4 &b) {
-  mat4 ret = {{0.0}};
-  for (int r=0; r<4; r++) {
-    for (int c=0; c<4; c++) {
-      float v = 0.0;
-      for (int k=0; k<4; k++) {
-        v += a.v[r*4+k] * b.v[k*4+c];
-      }
-      ret.v[r*4+c] = v;
-    }
-  }
-  return ret;
-}
-
-static inline vec4 matvecmul(const mat4 &a, const vec4 &b) {
-  vec4 ret = {{0.0}};
-  for (int r=0; r<4; r++) {
-    for (int c=0; c<4; c++) {
-      ret.v[r] += a.v[r*4+c] * b.v[c];
-    }
-  }
-  return ret;
-}
-
-// scales the input and output space of a transformation matrix
-// that assumes pixel-center origin.
-static inline mat3 transform_scale_buffer(const mat3 &in, float s) {
-  // in_pt = ( transform(out_pt/s + 0.5) - 0.5) * s
-
-  mat3 transform_out = {{
-    1.0f/s, 0.0f, 0.5f,
-    0.0f, 1.0f/s, 0.5f,
-    0.0f, 0.0f, 1.0f,
-  }};
-
-  mat3 transform_in = {{
-    s,  0.0f, -0.5f*s,
-    0.0f, s, -0.5f*s,
-    0.0f, 0.0f, 1.0f,
-  }};
-
-  return matmul3(transform_in, matmul3(in, transform_out));
-}

common/parameterized.py

@@ -0,0 +1,47 @@
+import sys
+import pytest
+import inspect
+
+
+class parameterized:
+  @staticmethod
+  def expand(cases):
+    cases = list(cases)
+
+    if not cases:
+      return lambda func: pytest.mark.skip("no parameterized cases")(func)
+
+    def decorator(func):
+      params = [p for p in inspect.signature(func).parameters if p != 'self']
+      normalized = [c if isinstance(c, tuple) else (c,) for c in cases]
+      # Infer arg count from first case so extra params (e.g. from @given) are left untouched
+      expand_params = params[: len(normalized[0])]
+      if len(expand_params) == 1:
+        return pytest.mark.parametrize(expand_params[0], [c[0] for c in normalized])(func)
+      return pytest.mark.parametrize(', '.join(expand_params), normalized)(func)
+
+    return decorator
+
+
+def parameterized_class(attrs, input_list=None):
+  if isinstance(attrs, list) and (not attrs or isinstance(attrs[0], dict)):
+    params_list = attrs
+  else:
+    assert input_list is not None
+    attr_names = (attrs,) if isinstance(attrs, str) else tuple(attrs)
+    params_list = [dict(zip(attr_names, v if isinstance(v, (tuple, list)) else (v,), strict=False)) for v in input_list]
+
+  def decorator(cls):
+    globs = sys._getframe(1).f_globals
+    for i, params in enumerate(params_list):
+      name = f"{cls.__name__}_{i}"
+      new_cls = type(name, (cls,), dict(params))
+      new_cls.__module__ = cls.__module__
+      new_cls.__test__ = True  # override inherited False so pytest collects this subclass
+      globs[name] = new_cls
+    # Don't collect the un-parametrised base, but return it so outer decorators
+    # (e.g. @pytest.mark.skip) land on it and propagate to subclasses via MRO.
+    cls.__test__ = False
+    return cls
+
+  return decorator

common/params_keys.h

@@ -170,6 +170,7 @@ inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
     {"OffroadMode", {CLEAR_ON_MANAGER_START, BOOL}},
     {"Offroad_TiciSupport", {CLEAR_ON_MANAGER_START, JSON}},
     {"OnroadScreenOffBrightness", {PERSISTENT | BACKUP, INT, "0"}},
+    {"OnroadScreenOffBrightnessMigrated", {PERSISTENT | BACKUP, STRING, "0.0"}},
     {"OnroadScreenOffTimer", {PERSISTENT | BACKUP, INT, "15"}},
     {"OnroadUploads", {PERSISTENT | BACKUP, BOOL, "1"}},
     {"QuickBootToggle", {PERSISTENT | BACKUP, BOOL, "0"}},
@@ -190,7 +191,7 @@ inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
     // Model Manager params
     {"ModelManager_ActiveBundle", {PERSISTENT, JSON}},
     {"ModelManager_ClearCache", {CLEAR_ON_MANAGER_START, BOOL}},
-    {"ModelManager_DownloadIndex", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, INT, "0"}},
+    {"ModelManager_DownloadIndex", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, INT}},
     {"ModelManager_Favs", {PERSISTENT | BACKUP, STRING}},
     {"ModelManager_LastSyncTime", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, INT, "0"}},
     {"ModelManager_ModelsCache", {PERSISTENT | BACKUP, JSON}},
@@ -218,6 +219,7 @@ inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
     {"SubaruStopAndGoManualParkingBrake", {PERSISTENT | BACKUP, BOOL, "0"}},
     {"TeslaCoopSteering", {PERSISTENT | BACKUP, BOOL, "0"}},
     {"ToyotaEnforceStockLongitudinal", {PERSISTENT | BACKUP, BOOL, "0"}},
+    {"ToyotaStopAndGoHack", {PERSISTENT | BACKUP, BOOL, "0"}},
 
     {"DynamicExperimentalControl", {PERSISTENT | BACKUP, BOOL, "0"}},
     {"BlindSpot", {PERSISTENT | BACKUP, BOOL, "0"}},
@@ -268,6 +270,7 @@ inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
     {"EnforceTorqueControl", {PERSISTENT | BACKUP, BOOL}},
     {"LiveTorqueParamsToggle", {PERSISTENT | BACKUP , BOOL}},
     {"LiveTorqueParamsRelaxedToggle", {PERSISTENT | BACKUP , BOOL}},
+    {"TorqueControlTune", {PERSISTENT | BACKUP, FLOAT}},
     {"TorqueParamsOverrideEnabled", {PERSISTENT | BACKUP, BOOL, "0"}},
     {"TorqueParamsOverrideFriction", {PERSISTENT | BACKUP, FLOAT, "0.1"}},
     {"TorqueParamsOverrideLatAccelFactor", {PERSISTENT | BACKUP, FLOAT, "2.5"}},

common/prefix.h

@@ -27,14 +27,14 @@ public:
     auto param_path = Params().getParamPath();
     if (util::file_exists(param_path)) {
       std::string real_path = util::readlink(param_path);
-      system(util::string_format("rm %s -rf", real_path.c_str()).c_str());
+      util::check_system(util::string_format("rm %s -rf", real_path.c_str()));
       unlink(param_path.c_str());
     }
     if (getenv("COMMA_CACHE") == nullptr) {
-      system(util::string_format("rm %s -rf", Path::download_cache_root().c_str()).c_str());
+      util::check_system(util::string_format("rm %s -rf", Path::download_cache_root().c_str()));
     }
-    system(util::string_format("rm %s -rf", Path::comma_home().c_str()).c_str());
-    system(util::string_format("rm %s -rf", msgq_path.c_str()).c_str());
+    util::check_system(util::string_format("rm %s -rf", Path::comma_home().c_str()));
+    util::check_system(util::string_format("rm %s -rf", msgq_path.c_str()));
     unsetenv("OPENPILOT_PREFIX");
   }
 

common/ratekeeper.cc

@@ -6,9 +6,9 @@
 #include "common/timing.h"
 #include "common/util.h"
 
-RateKeeper::RateKeeper(const std::string &name, float rate, float print_delay_threshold)
-    : name(name),
-      print_delay_threshold(std::max(0.f, print_delay_threshold)) {
+RateKeeper::RateKeeper(const std::string &name_, float rate, float print_delay_threshold_)
+    : name(name_),
+      print_delay_threshold(std::max(0.f, print_delay_threshold_)) {
   interval = 1 / rate;
   last_monitor_time = seconds_since_boot();
   next_frame_time = last_monitor_time + interval;

common/tests/test_util.cc

@@ -36,7 +36,7 @@ TEST_CASE("util::read_file") {
     REQUIRE(util::read_file(filename).empty());
 
     std::string content = random_bytes(64 * 1024);
-    write(fd, content.c_str(), content.size());
+    REQUIRE(write(fd, content.c_str(), content.size()) == (ssize_t)content.size());
     std::string ret = util::read_file(filename);
     bool equal = (ret == content);
     REQUIRE(equal);
@@ -114,12 +114,12 @@ TEST_CASE("util::safe_fwrite") {
 }
 
 TEST_CASE("util::create_directories") {
-  system("rm /tmp/test_create_directories -rf");
+  REQUIRE(system("rm /tmp/test_create_directories -rf") == 0);
   std::string dir = "/tmp/test_create_directories/a/b/c/d/e/f";
 
-  auto check_dir_permissions = [](const std::string &dir, mode_t mode) -> bool {
+  auto check_dir_permissions = [](const std::string &path, mode_t mode) -> bool {
     struct stat st = {};
-    return stat(dir.c_str(), &st) == 0 && (st.st_mode & S_IFMT) == S_IFDIR && (st.st_mode & (S_IRWXU | S_IRWXG | S_IRWXO)) == mode;
+    return stat(path.c_str(), &st) == 0 && (st.st_mode & S_IFMT) == S_IFDIR && (st.st_mode & (S_IRWXU | S_IRWXG | S_IRWXO)) == mode;
   };
 
   SECTION("create_directories") {
@@ -132,7 +132,7 @@ TEST_CASE("util::create_directories") {
   }
   SECTION("a file exists with the same name") {
     REQUIRE(util::create_directories(dir, 0755));
-    int f = open((dir + "/file").c_str(), O_RDWR | O_CREAT);
+    int f = open((dir + "/file").c_str(), O_RDWR | O_CREAT, 0644);
     REQUIRE(f != -1);
     close(f);
     REQUIRE(util::create_directories(dir + "/file", 0755) == false);

common/util.cc

@@ -181,9 +181,9 @@ bool file_exists(const std::string& fn) {
 }
 
 static bool createDirectory(std::string dir, mode_t mode) {
-  auto verify_dir = [](const std::string& dir) -> bool {
+  auto verify_dir = [](const std::string& path) -> bool {
     struct stat st = {};
-    return (stat(dir.c_str(), &st) == 0 && (st.st_mode & S_IFMT) == S_IFDIR);
+    return (stat(path.c_str(), &st) == 0 && (st.st_mode & S_IFMT) == S_IFDIR);
   };
   // remove trailing /'s
   while (dir.size() > 1 && dir.back() == '/') {
@@ -288,7 +288,7 @@ std::string strip(const std::string &str) {
 std::string check_output(const std::string& command) {
   char buffer[128];
   std::string result;
-  std::unique_ptr<FILE, decltype(&pclose)> pipe(popen(command.c_str(), "r"), pclose);
+  std::unique_ptr<FILE, int(*)(FILE*)> pipe(popen(command.c_str(), "r"), pclose);
 
   if (!pipe) {
     return "";
@@ -303,7 +303,7 @@ std::string check_output(const std::string& command) {
 
 bool system_time_valid() {
   // Default to August 26, 2024
-  tm min_tm = {.tm_year = 2024 - 1900, .tm_mon = 7, .tm_mday = 26};
+  tm min_tm = {.tm_mday = 26, .tm_mon = 7, .tm_year = 2024 - 1900};
   time_t min_date = mktime(&min_tm);
 
   struct stat st;

common/util.h

@@ -97,6 +97,13 @@ bool create_directories(const std::string &dir, mode_t mode);
 
 std::string check_output(const std::string& command);
 
+inline void check_system(const std::string& cmd) {
+  int ret = std::system(cmd.c_str());
+  if (ret != 0) {
+    fprintf(stderr, "system command failed (%d): %s\n", ret, cmd.c_str());
+  }
+}
+
 bool system_time_valid();
 
 inline void sleep_for(const int milliseconds) {

docs/CARS.md

@@ -4,7 +4,7 @@
 
 A supported vehicle is one that just works when you install a comma device. All supported cars provide a better experience than any stock system. Supported vehicles reference the US market unless otherwise specified.
 
-# 335 Supported Cars
+# 336 Supported Cars
 
 |Make|Model|Supported Package|ACC|No ACC accel below|No ALC below|Steering Torque|Resume from stop|<a href="##"><img width=2000></a>Hardware Needed<br>&nbsp;|Video|Setup Video|
 |---|---|---|:---:|:---:|:---:|:---:|:---:|:---:|:---:|:---:|
@@ -166,6 +166,7 @@ A supported vehicle is one that just works when you install a comma device. All
 |Kia|Forte 2022-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Forte 2022-23">Buy Here</a></sub></details>|||
 |Kia|K5 2021-24|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia K5 2021-24">Buy Here</a></sub></details>|||
 |Kia|K5 Hybrid 2020-22|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia K5 Hybrid 2020-22">Buy Here</a></sub></details>|||
+|Kia|K7 2017|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia K7 2017">Buy Here</a></sub></details>|||
 |Kia|K8 Hybrid (with HDA II) 2023|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia K8 Hybrid (with HDA II) 2023">Buy Here</a></sub></details>|||
 |Kia|Niro EV 2019|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2019">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Kia|Niro EV 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2020">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
@@ -345,7 +346,7 @@ A supported vehicle is one that just works when you install a comma device. All
 |Volkswagen|Touran 2016-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Touran 2016-23">Buy Here</a></sub></details>|||
 
 ### Footnotes
-<sup>1</sup>openpilot Longitudinal Control (Alpha) is available behind a toggle; the toggle is only available in non-release branches such as `devel` or `nightly-dev`. <br />
+<sup>1</sup>openpilot Longitudinal Control (Alpha) is available behind a toggle; the toggle is only available in non-release branches such as `nightly-dev`. <br />
 <sup>2</sup>Refers only to the Focus Mk4 (C519) available in Europe/China/Taiwan/Australasia, not the Focus Mk3 (C346) in North and South America/Southeast Asia. <br />
 <sup>3</sup>See more setup details for <a href="https://github.com/commaai/openpilot/wiki/gm" target="_blank">GM</a>. <br />
 <sup>4</sup>2019 Honda Civic 1.6L Diesel Sedan does not have ALC below 12mph. <br />

docs/CONTRIBUTING.md

@@ -13,13 +13,13 @@ Development is coordinated through [Discord](https://discord.comma.ai) and GitHu
 ## What contributions are we looking for?
 
 **openpilot's priorities are [safety](SAFETY.md), stability, quality, and features, in that order.**
-openpilot is part of comma's mission to *solve self-driving cars while delivering shippable intermediaries*, and all development is towards that goal. 
+openpilot is part of comma's mission to *solve self-driving cars while delivering shippable intermediaries*, and all development is towards that goal.
 
 ### What gets merged?
 
 The probability of a pull request being merged is a function of its value to the project and the effort it will take us to get it merged.
 If a PR offers *some* value but will take lots of time to get merged, it will be closed.
-Simple, well-tested bug fixes are the easiest to merge, and new features are the hardest to get merged. 
+Simple, well-tested bug fixes are the easiest to merge, and new features are the hardest to get merged.
 
 All of these are examples of good PRs:
 * typo fix: https://github.com/commaai/openpilot/pull/30678
@@ -29,17 +29,17 @@ All of these are examples of good PRs:
 
 ### What doesn't get merged?
 
-* **style changes**: code is art, and it's up to the author to make it beautiful 
+* **style changes**: code is art, and it's up to the author to make it beautiful
 * **500+ line PRs**: clean it up, break it up into smaller PRs, or both
 * **PRs without a clear goal**: every PR must have a singular and clear goal
 * **UI design**: we do not have a good review process for this yet
 * **New features**: We believe openpilot is mostly feature-complete, and the rest is a matter of refinement and fixing bugs. As a result of this, most feature PRs will be immediately closed, however the beauty of open source is that forks can and do offer features that upstream openpilot doesn't.
-* **Negative expected value**: This a class of PRs that makes an improvement, but the risk or validation costs more than the improvement. The risk can be mitigated by first getting a failing test merged.
+* **Negative expected value**: This is a class of PRs that makes an improvement, but the risk or validation costs more than the improvement. The risk can be mitigated by first getting a failing test merged.
 
 ### First contribution
 
 [Projects / openpilot bounties](https://github.com/orgs/commaai/projects/26/views/1?pane=info) is the best place to get started and goes in-depth on what's expected when working on a bounty.
-There's lot of bounties that don't require a comma 3X or a car.
+There are a lot of bounties that don't require a comma 3X or a car.
 
 ## Pull Requests
 

docs/README.md

@@ -8,7 +8,7 @@ NOTE: Those commands must be run in the root directory of openpilot, **not /docs
 
 **1. Install the docs dependencies**
 ``` bash
-pip install .[docs]
+uv pip install .[docs]
 ```
 
 **2. Build the new site**

docs/car-porting/what-is-a-car-port.md

@@ -21,10 +21,10 @@ Each car brand is supported by a standard interface structure in `opendbc/car/[b
 * `values.py`: Limits for actuation, general constants for cars, and supported car documentation
 * `radar_interface.py`: Interface for parsing radar points from the car, if applicable
 
-## panda
+## safety
 
-* `board/safety/safety_[brand].h`: Brand-specific safety logic
-* `tests/safety/test_[brand].py`: Brand-specific safety CI tests
+* `opendbc_repo/opendbc/safety/modes/[brand].h`: Brand-specific safety logic
+* `opendbc_repo/opendbc/safety/tests/test_[brand].py`: Brand-specific safety CI tests
 
 ## openpilot
 

pyproject.toml

@@ -20,26 +20,34 @@ dependencies = [
   # core
   "cffi",
   "scons",
-  "pycapnp==2.1.0",
+  "pycapnp",
   "Cython",
   "setuptools",
   "numpy >=2.0",
 
+  # vendored native dependencies
+  "bzip2 @ git+https://github.com/commaai/dependencies.git@releases#subdirectory=bzip2",
+  "capnproto @ git+https://github.com/commaai/dependencies.git@releases#subdirectory=capnproto",
+  "eigen @ git+https://github.com/commaai/dependencies.git@releases#subdirectory=eigen",
+  "ffmpeg @ git+https://github.com/commaai/dependencies.git@releases#subdirectory=ffmpeg",
+  "libjpeg @ git+https://github.com/commaai/dependencies.git@releases#subdirectory=libjpeg",
+  "libyuv @ git+https://github.com/commaai/dependencies.git@releases#subdirectory=libyuv",
+  "openssl3 @ git+https://github.com/commaai/dependencies.git@releases#subdirectory=openssl3",
+  "python3-dev @ git+https://github.com/commaai/dependencies.git@releases#subdirectory=python3-dev",
+  "zstd @ git+https://github.com/commaai/dependencies.git@releases#subdirectory=zstd",
+  "ncurses @ git+https://github.com/commaai/dependencies.git@releases#subdirectory=ncurses",
+  "zeromq @ git+https://github.com/commaai/dependencies.git@releases#subdirectory=zeromq",
+  "git-lfs @ git+https://github.com/commaai/dependencies.git@releases#subdirectory=git-lfs",
+
   # body / webrtcd
+  "av",
   "aiohttp",
   "aiortc",
-  # aiortc does not put an upper bound on pyopenssl and is now incompatible
-  # with the latest release
-  "pyopenssl < 24.3.0",
-  "pyaudio",
 
   # panda
   "libusb1",
   "spidev; platform_system == 'Linux'",
 
-  # modeld
-  "onnx >= 1.14.0",
-
   # logging
   "pyzmq",
   "sentry-sdk",
@@ -67,7 +75,6 @@ dependencies = [
   # ui
   "raylib > 5.5.0.3",
   "qrcode",
-  "mapbox-earcut",
   "jeepney",
 ]
 
@@ -86,7 +93,6 @@ testing = [
   "pytest-subtests",
   # https://github.com/pytest-dev/pytest-xdist/pull/1229
   "pytest-xdist @ git+https://github.com/sshane/pytest-xdist@2b4372bd62699fb412c4fe2f95bf9f01bd2018da",
-  "pytest-timeout",
   "pytest-asyncio",
   "pytest-mock",
   "ruff",
@@ -95,17 +101,13 @@ testing = [
 ]
 
 dev = [
-  "av",
-  "dictdiffer",
   "matplotlib",
   "opencv-python-headless",
-  "parameterized >=0.8, <0.9",
-  "pyautogui",
-  "pywinctl",
+  "gcc-arm-none-eabi @ git+https://github.com/commaai/dependencies.git@releases#subdirectory=gcc-arm-none-eabi",
 ]
 
 tools = [
-  "metadrive-simulator @ https://github.com/commaai/metadrive/releases/download/MetaDrive-minimal-0.4.2.4/metadrive_simulator-0.4.2.4-py3-none-any.whl ; (platform_machine != 'aarch64')",
+  "metadrive-simulator @ git+https://github.com/commaai/metadrive.git@minimal ; (platform_machine != 'aarch64')",
   "dearpygui>=2.1.0; (sys_platform != 'linux' or platform_machine != 'aarch64')", # not vended for linux aarch64
 ]
 
@@ -129,7 +131,6 @@ cpp_files = "test_*"
 cpp_harness = "selfdrive/test/cpp_harness.py"
 python_files = "test_*.py"
 asyncio_default_fixture_loop_scope = "function"
-#timeout = "30"  # you get this long by default
 markers = [
   "slow: tests that take awhile to run and can be skipped with -m 'not slow'",
   "tici: tests that are only meant to run on the C3/C3X",
@@ -147,7 +148,7 @@ testpaths = [
 [tool.codespell]
 quiet-level = 3
 # if you've got a short variable name that's getting flagged, add it here
-ignore-words-list = "bu,ro,te,ue,alo,hda,ois,nam,nams,ned,som,parm,setts,inout,warmup,bumb,nd,sie,preints,whit,indexIn,ws,uint,grey,deque,stdio,amin,BA,LITE,atEnd,UIs,errorString,arange,FocusIn,od,tim,relA,hist,copyable,jupyter,thead,TGE,abl,lite"
+ignore-words-list = "bu,ro,te,ue,alo,hda,ois,nam,nams,ned,som,parm,setts,inout,warmup,bumb,nd,sie,preints,whit,indexIn,ws,uint,grey,deque,stdio,amin,BA,LITE,atEnd,UIs,errorString,arange,FocusIn,od,tim,relA,hist,copyable,jupyter,thead,TGE,abl,lite,ser"
 builtin = "clear,rare,informal,code,names,en-GB_to_en-US"
 skip = "./third_party/*, ./tinygrad/*, ./tinygrad_repo/*, ./msgq/*, ./panda/*, ./opendbc/*, ./opendbc_repo/*, ./rednose/*, ./rednose_repo/*, ./teleoprtc/*, ./teleoprtc_repo/*, *.po, uv.lock, *.onnx, ./cereal/gen/*, */c_generated_code/*, docs/assets/*, tools/plotjuggler/layouts/*, selfdrive/assets/offroad/mici_fcc.html"
 

release/build_release.sh

@@ -72,9 +72,8 @@ find . -name '*.pyc' -delete
 find . -name 'moc_*' -delete
 find . -name '__pycache__' -delete
 rm -rf .sconsign.dblite Jenkinsfile release/
-rm selfdrive/modeld/models/driving_vision.onnx
-rm selfdrive/modeld/models/driving_policy.onnx
-rm sunnypilot/modeld*/models/supercombo.onnx
+rm -f selfdrive/modeld/models/*.onnx
+rm -f sunnypilot/modeld*/models/*.onnx
 
 find third_party/ -name '*x86*' -exec rm -r {} +
 find third_party/ -name '*Darwin*' -exec rm -r {} +

release/ci/docker_build_sp.sh

@@ -1,12 +1,14 @@
 #!/usr/bin/env bash
 set -e
 
-# To build sim and docs, you can run the following to mount the scons cache to the same place as in CI:
-# mkdir -p .ci_cache/scons_cache
-# sudo mount --bind /tmp/scons_cache/ .ci_cache/scons_cache
-
 SCRIPT_DIR=$(dirname "$0")
 OPENPILOT_DIR=$SCRIPT_DIR/../../
+
+DOCKER_IMAGE=sunnypilot
+DOCKER_FILE=Dockerfile.openpilot
+DOCKER_REGISTRY=ghcr.io/sunnypilot
+COMMIT_SHA=$(git rev-parse HEAD)
+
 if [ -n "$TARGET_ARCHITECTURE" ]; then
   PLATFORM="linux/$TARGET_ARCHITECTURE"
   TAG_SUFFIX="-$TARGET_ARCHITECTURE"
@@ -15,9 +17,11 @@ else
   TAG_SUFFIX=""
 fi
 
-source $SCRIPT_DIR/docker_common_sp.sh $1 "$TAG_SUFFIX"
+LOCAL_TAG=$DOCKER_IMAGE$TAG_SUFFIX
+REMOTE_TAG=$DOCKER_REGISTRY/$LOCAL_TAG
+REMOTE_SHA_TAG=$DOCKER_REGISTRY/$LOCAL_TAG:$COMMIT_SHA
 
-DOCKER_BUILDKIT=1 docker buildx build --provenance false --pull --platform $PLATFORM --load --cache-to type=inline --cache-from type=registry,ref=$REMOTE_TAG -t $DOCKER_IMAGE:latest -t $REMOTE_TAG -t $LOCAL_TAG -f $OPENPILOT_DIR/$DOCKER_FILE $OPENPILOT_DIR
+DOCKER_BUILDKIT=1 docker buildx build --provenance false --pull --platform $PLATFORM --load -t $DOCKER_IMAGE:latest -t $REMOTE_TAG -t $LOCAL_TAG -f $OPENPILOT_DIR/$DOCKER_FILE $OPENPILOT_DIR
 
 if [ -n "$PUSH_IMAGE" ]; then
   docker push $REMOTE_TAG

release/ci/docker_common_sp.sh

@@ -1,18 +0,0 @@
-if [ "$1" = "base" ]; then
-  export DOCKER_IMAGE=sunnypilot-base
-  export DOCKER_FILE=Dockerfile.sunnypilot_base
-elif [ "$1" = "prebuilt" ]; then
-  export DOCKER_IMAGE=sunnypilot-prebuilt
-  export DOCKER_FILE=Dockerfile.sunnypilot
-else
-  echo "Invalid docker build image: '$1'"
-  exit 1
-fi
-
-export DOCKER_REGISTRY=ghcr.io/sunnypilot
-export COMMIT_SHA=$(git rev-parse HEAD)
-
-TAG_SUFFIX=$2
-LOCAL_TAG=$DOCKER_IMAGE$TAG_SUFFIX
-REMOTE_TAG=$DOCKER_REGISTRY/$LOCAL_TAG
-REMOTE_SHA_TAG=$DOCKER_REGISTRY/$LOCAL_TAG:$COMMIT_SHA

release/ci/model_generator.py

@@ -1,4 +1,5 @@
 import os
+import pickle
 import sys
 import hashlib
 import json
@@ -6,6 +7,41 @@ import re
 from pathlib import Path
 from datetime import datetime, UTC
 
+REQUIRED_OUTPUT_KEYS = frozenset({
+  "plan",
+  "lane_lines",
+  "road_edges",
+  "lead",
+  "desire_state",
+  "desire_pred",
+  "meta",
+  "lead_prob",
+  "lane_lines_prob",
+  "pose",
+  "wide_from_device_euler",
+  "road_transform",
+  "hidden_state",
+})
+OPTIONAL_OUTPUT_KEYS = frozenset({
+  "planplus",
+  "sim_pose",
+  "desired_curvature",
+})
+
+
+def validate_model_outputs(metadata_paths: list[Path]) -> None:
+  combined_keys: set[str] = set()
+  for path in metadata_paths:
+    with open(path, "rb") as f:
+      metadata = pickle.load(f)
+    combined_keys.update(metadata.get("output_slices", {}).keys())
+  missing = REQUIRED_OUTPUT_KEYS - combined_keys
+  if missing:
+    raise ValueError(f"Combined model metadata is missing required output keys: {sorted(missing)}")
+  detected_optional = sorted(OPTIONAL_OUTPUT_KEYS & combined_keys)
+  if detected_optional:
+    print(f"Optional output keys detected: {detected_optional}")
+
 
 def create_short_name(full_name):
   # Remove parentheses and extract alphanumeric words
@@ -124,9 +160,19 @@ if __name__ == "__main__":
   parser.add_argument("--output-dir", default="./output", help="Output directory for metadata")
   parser.add_argument("--custom-name", help="Custom display name for the model")
   parser.add_argument("--is-20hz", action="store_true", help="Whether this is a 20Hz model")
+  parser.add_argument("--validate-only", action="store_true")
   parser.add_argument("--upstream-branch", default="unknown", help="Upstream branch name")
   args = parser.parse_args()
 
+  if args.validate_only:
+    metadata_paths = glob.glob(os.path.join(args.model_dir, "*_metadata.pkl"))
+    if not metadata_paths:
+      print(f"No metadata files found in {args.model_dir}", file=sys.stderr)
+      sys.exit(1)
+    validate_model_outputs([Path(p) for p in metadata_paths])
+    print(f"Validated {len(metadata_paths)} metadata files successfully.")
+    sys.exit(0)
+
   # Find all ONNX files in the given directory
   model_paths = glob.glob(os.path.join(args.model_dir, "*.onnx"))
   if not model_paths:

scripts/reporter.py

@@ -1,17 +1,33 @@
 #!/usr/bin/env python3
 import os
 import glob
-import onnx
+
+from tinygrad.nn.onnx import OnnxPBParser
 
 BASEDIR = os.path.abspath(os.path.join(os.path.dirname(os.path.realpath(__file__)), "../"))
+
 MASTER_PATH = os.getenv("MASTER_PATH", BASEDIR)
 MODEL_PATH = "/selfdrive/modeld/models/"
 
+
+class MetadataOnnxPBParser(OnnxPBParser):
+  def _parse_ModelProto(self) -> dict:
+    obj = {"metadata_props": []}
+    for fid, wire_type in self._parse_message(self.reader.len):
+      match fid:
+        case 14:
+          obj["metadata_props"].append(self._parse_StringStringEntryProto())
+        case _:
+          self.reader.skip_field(wire_type)
+    return obj
+
+
 def get_checkpoint(f):
-  model = onnx.load(f)
-  metadata = {prop.key: prop.value for prop in model.metadata_props}
+  model = MetadataOnnxPBParser(f).parse()
+  metadata = {prop["key"]: prop["value"] for prop in model["metadata_props"]}
   return metadata['model_checkpoint'].split('/')[0]
 
+
 if __name__ == "__main__":
   print("| | master | PR branch |")
   print("|-| -----  | --------- |")
@@ -24,8 +40,4 @@ if __name__ == "__main__":
     fn = os.path.basename(f)
     master = get_checkpoint(MASTER_PATH + MODEL_PATH + fn)
     pr = get_checkpoint(BASEDIR + MODEL_PATH + fn)
-    print(
-      "|", fn, "|",
-      f"[{master}](https://reporter.comma.life/experiment/{master})", "|",
-      f"[{pr}](https://reporter.comma.life/experiment/{pr})", "|"
-    )
+    print("|", fn, "|", f"[{master}](https://reporter.comma.life/experiment/{master})", "|", f"[{pr}](https://reporter.comma.life/experiment/{pr})", "|")

selfdrive/car/cruise.py

@@ -48,14 +48,14 @@ class VCruiseHelper(VCruiseHelperSP):
 
     self.get_minimum_set_speed(is_metric)
 
+    _enabled = self.update_enabled_state(CS, enabled)
+
     if CS.cruiseState.available:
-      _enabled = self.update_enabled_state(CS, enabled)
       if not self.CP.pcmCruise or (not self.CP_SP.pcmCruiseSpeed and _enabled):
         # if stock cruise is completely disabled, then we can use our own set speed logic
         self._update_v_cruise_non_pcm(CS, _enabled, is_metric)
         self.update_speed_limit_assist_v_cruise_non_pcm()
         self.v_cruise_cluster_kph = self.v_cruise_kph
-        self.update_button_timers(CS, enabled)
       else:
         self.v_cruise_kph = CS.cruiseState.speed * CV.MS_TO_KPH
         self.v_cruise_cluster_kph = CS.cruiseState.speedCluster * CV.MS_TO_KPH
@@ -69,6 +69,9 @@ class VCruiseHelper(VCruiseHelperSP):
       self.v_cruise_kph = V_CRUISE_UNSET
       self.v_cruise_cluster_kph = V_CRUISE_UNSET
 
+    if not self.CP.pcmCruise or not self.CP_SP.pcmCruiseSpeed:
+      self.update_button_timers(CS, enabled)
+
   def _update_v_cruise_non_pcm(self, CS, enabled, is_metric):
     # handle button presses. TODO: this should be in state_control, but a decelCruise press
     # would have the effect of both enabling and changing speed is checked after the state transition

selfdrive/car/tests/test_car_interfaces.py

@@ -1,7 +1,7 @@
 import os
 import hypothesis.strategies as st
 from hypothesis import Phase, given, settings
-from parameterized import parameterized
+from openpilot.common.parameterized import parameterized
 
 from cereal import car, custom
 from opendbc.car import DT_CTRL

selfdrive/car/tests/test_cruise_speed.py

@@ -2,7 +2,7 @@ import pytest
 import itertools
 import numpy as np
 
-from parameterized import parameterized_class
+from openpilot.common.parameterized import parameterized_class
 from cereal import log
 from openpilot.selfdrive.car.cruise import VCruiseHelper, V_CRUISE_MIN, V_CRUISE_MAX, V_CRUISE_INITIAL, IMPERIAL_INCREMENT
 from cereal import car, custom

selfdrive/car/tests/test_models.py

@@ -7,7 +7,7 @@ import unittest # noqa: TID251
 from collections import defaultdict, Counter
 import hypothesis.strategies as st
 from hypothesis import Phase, given, settings
-from parameterized import parameterized_class
+from openpilot.common.parameterized import parameterized_class
 
 from opendbc.car import DT_CTRL, gen_empty_fingerprint, structs
 from opendbc.car.can_definitions import CanData

selfdrive/controls/controlsd.py

@@ -64,6 +64,8 @@ class Controls(ControlsExt):
     elif self.CP.lateralTuning.which() == 'torque':
       self.LaC = LatControlTorque(self.CP, self.CP_SP, self.CI, DT_CTRL)
 
+    self.LaC = ControlsExt.initialize_lateral_control(self, self.LaC, self.CI, DT_CTRL)
+
   def update(self):
     self.sm.update(15)
     if self.sm.updated["liveCalibration"]:
@@ -183,7 +185,7 @@ class Controls(ControlsExt):
       hudControl.leftLaneDepart = self.sm['driverAssistance'].leftLaneDeparture
       hudControl.rightLaneDepart = self.sm['driverAssistance'].rightLaneDeparture
 
-    if self.sm['selfdriveState'].active:
+    if self.get_lat_active(self.sm):
       CO = self.sm['carOutput']
       if self.CP.steerControlType == car.CarParams.SteerControlType.angle:
         self.steer_limited_by_safety = abs(CC.actuators.steeringAngleDeg - CO.actuatorsOutput.steeringAngleDeg) > \

selfdrive/controls/tests/test_following_distance.py

@@ -1,6 +1,6 @@
 import pytest
 import itertools
-from parameterized import parameterized_class
+from openpilot.common.parameterized import parameterized_class
 
 from cereal import log
 
@@ -42,4 +42,5 @@ class TestFollowingDistance:
     simulation_steady_state = run_following_distance_simulation(v_lead, e2e=self.e2e, personality=self.personality)
     correct_steady_state = desired_follow_distance(v_lead, v_lead, get_T_FOLLOW(self.personality))
     err_ratio = 0.2 if self.e2e else 0.1
-    assert simulation_steady_state == pytest.approx(correct_steady_state, abs=err_ratio * correct_steady_state + .5)
+    abs_err_margin = 0.5 if v_lead > 0.0 else 1.15
+    assert simulation_steady_state == pytest.approx(correct_steady_state, abs=err_ratio * correct_steady_state + abs_err_margin)

selfdrive/controls/tests/test_latcontrol.py

@@ -1,4 +1,4 @@
-from parameterized import parameterized
+from openpilot.common.parameterized import parameterized
 
 from cereal import car, log
 from opendbc.car.car_helpers import interfaces

selfdrive/controls/tests/test_latcontrol_torque_buffer.py

@@ -1,4 +1,4 @@
-from parameterized import parameterized
+from openpilot.common.parameterized import parameterized
 
 from cereal import car, log
 from opendbc.car.car_helpers import interfaces

selfdrive/debug/mem_usage.py

@@ -4,11 +4,11 @@ import os
 from collections import defaultdict
 
 import numpy as np
-from tabulate import tabulate
 
+from openpilot.common.utils import tabulate
 from openpilot.tools.lib.logreader import LogReader
 
-DEMO_ROUTE = "a2a0ccea32023010|2023-07-27--13-01-19"
+DEMO_ROUTE = "5beb9b58bd12b691/0000010a--a51155e496"
 MB = 1024 * 1024
 TABULATE_OPTS = dict(tablefmt="simple_grid", stralign="center", numalign="center")
 

selfdrive/debug/uiview.py

@@ -3,7 +3,7 @@ import time
 
 from cereal import car, log, messaging
 from openpilot.common.params import Params
-from openpilot.system.manager.process_config import managed_processes, is_snpe_model, is_tinygrad_model, is_stock_model
+from openpilot.system.manager.process_config import managed_processes, is_tinygrad_model, is_stock_model
 from openpilot.system.hardware import HARDWARE
 
 if __name__ == "__main__":
@@ -11,8 +11,6 @@ if __name__ == "__main__":
   params = Params()
   params.put("CarParams", CP.to_bytes())
 
-  if use_snpe_modeld := is_snpe_model(False, params, CP):
-    print("Using SNPE modeld")
   if use_tinygrad_modeld := is_tinygrad_model(False, params, CP):
     print("Using TinyGrad modeld")
   if use_stock_modeld := is_stock_model(False, params, CP):
@@ -21,7 +19,7 @@ if __name__ == "__main__":
   HARDWARE.set_power_save(False)
 
   procs = ['camerad', 'ui', 'calibrationd', 'plannerd', 'dmonitoringmodeld', 'dmonitoringd']
-  procs += ["modeld_snpe" if use_snpe_modeld else "modeld_tinygrad" if use_tinygrad_modeld else "modeld"]
+  procs += ["modeld_tinygrad" if use_tinygrad_modeld else "modeld"]
   for p in procs:
     managed_processes[p].start()
 

selfdrive/locationd/lagd.py

@@ -25,6 +25,7 @@ MIN_ABS_YAW_RATE = 0.0
 MAX_YAW_RATE_SANITY_CHECK = 1.0
 MIN_NCC = 0.95
 MAX_LAG = 1.0
+MIN_LAG = 0.15
 MAX_LAG_STD = 0.1
 MAX_LAT_ACCEL = 2.0
 MAX_LAT_ACCEL_DIFF = 0.6
@@ -216,7 +217,7 @@ class LateralLagEstimator:
       liveDelay.status = log.LiveDelayData.Status.unestimated
 
     if liveDelay.status == log.LiveDelayData.Status.estimated:
-      liveDelay.lateralDelay = valid_mean_lag
+      liveDelay.lateralDelay = min(MAX_LAG, max(MIN_LAG, valid_mean_lag))
     else:
       liveDelay.lateralDelay = self.initial_lag
 
@@ -299,7 +300,7 @@ class LateralLagEstimator:
       new_values_start_idx = next(-i for i, t in enumerate(reversed(times)) if t <= self.last_estimate_t)
       is_valid = is_valid and not (new_values_start_idx == 0 or not np.any(okay[new_values_start_idx:]))
 
-    delay, corr, confidence = self.actuator_delay(desired, actual, okay, self.dt, MAX_LAG)
+    delay, corr, confidence = self.actuator_delay(desired, actual, okay, self.dt, MIN_LAG, MAX_LAG)
     if corr < self.min_ncc or confidence < self.min_confidence or not is_valid:
       return
 
@@ -307,22 +308,23 @@ class LateralLagEstimator:
     self.last_estimate_t = self.t
 
   @staticmethod
-  def actuator_delay(expected_sig: np.ndarray, actual_sig: np.ndarray, mask: np.ndarray, dt: float, max_lag: float) -> tuple[float, float, float]:
+  def actuator_delay(expected_sig: np.ndarray, actual_sig: np.ndarray, mask: np.ndarray,
+                     dt: float, min_lag: float, max_lag: float) -> tuple[float, float, float]:
     assert len(expected_sig) == len(actual_sig)
-    max_lag_samples = int(max_lag / dt)
+    min_lag_samples, max_lag_samples = int(round(min_lag / dt)), int(round(max_lag / dt))
     padded_size = fft_next_good_size(len(expected_sig) + max_lag_samples)
 
     ncc = masked_normalized_cross_correlation(expected_sig, actual_sig, mask, padded_size)
 
-    # only consider lags from 0 to max_lag
-    roi = np.s_[len(expected_sig) - 1: len(expected_sig) - 1 + max_lag_samples]
+    # only consider lags from min_lag to max_lag
+    roi = np.s_[len(expected_sig) - 1 + min_lag_samples: len(expected_sig) - 1 + max_lag_samples]
     extended_roi = np.s_[roi.start - CORR_BORDER_OFFSET: roi.stop + CORR_BORDER_OFFSET]
     roi_ncc = ncc[roi]
     extended_roi_ncc = ncc[extended_roi]
 
     max_corr_index = np.argmax(roi_ncc)
     corr = roi_ncc[max_corr_index]
-    lag = parabolic_peak_interp(roi_ncc, max_corr_index) * dt
+    lag = parabolic_peak_interp(roi_ncc, max_corr_index) * dt + min_lag
 
     # to estimate lag confidence, gather all high-correlation candidates and see how spread they are
     # if e.g. 0.8 and 0.4 are both viable, this is an ambiguous case

selfdrive/locationd/test/test_lagd.py

@@ -97,7 +97,7 @@ class TestLagd:
     assert msg.liveDelay.calPerc == 0
 
   def test_estimator_basics(self, subtests):
-    for lag_frames in range(5):
+    for lag_frames in range(3, 10):
       with subtests.test(msg=f"lag_frames={lag_frames}"):
         mocked_CP = car.CarParams(steerActuatorDelay=0.8)
         estimator = LateralLagEstimator(mocked_CP, DT, min_recovery_buffer_sec=0.0, min_yr=0.0)
@@ -111,7 +111,7 @@ class TestLagd:
         assert msg.liveDelay.calPerc == 100
 
   def test_estimator_masking(self):
-    mocked_CP, lag_frames = car.CarParams(steerActuatorDelay=0.8), random.randint(1, 19)
+    mocked_CP, lag_frames = car.CarParams(steerActuatorDelay=0.8), random.randint(3, 19)
     estimator = LateralLagEstimator(mocked_CP, DT, min_recovery_buffer_sec=0.0, min_yr=0.0, min_valid_block_count=1)
     process_messages(estimator, lag_frames, (int(MIN_OKAY_WINDOW_SEC / DT) + BLOCK_SIZE) * 2, rejection_threshold=0.4)
     msg = estimator.get_msg(True)
@@ -120,7 +120,6 @@ class TestLagd:
     assert msg.liveDelay.calPerc == 100
 
   @pytest.mark.skipif(PC, reason="only on device")
-  @pytest.mark.timeout(60)
   def test_estimator_performance(self):
     mocked_CP = car.CarParams(steerActuatorDelay=0.8)
     estimator = LateralLagEstimator(mocked_CP, DT)

selfdrive/modeld/SConscript

@@ -1,59 +1,62 @@
 import os
 import glob
+from openpilot.common.file_chunker import chunk_file, get_chunk_paths
 
-Import('env', 'envCython', 'arch', 'cereal', 'messaging', 'common', 'visionipc')
+Import('env', 'arch')
+chunker_file = File("#common/file_chunker.py")
 lenv = env.Clone()
-lenvCython = envCython.Clone()
 
-libs = [cereal, messaging, visionipc, common, 'capnp', 'kj', 'pthread']
-frameworks = []
+tinygrad_root = env.Dir("#").abspath
+tinygrad_files = ["#"+x for x in glob.glob(env.Dir("#tinygrad_repo").relpath + "/**", recursive=True, root_dir=tinygrad_root)
+                  if 'pycache' not in x and os.path.isfile(os.path.join(tinygrad_root, x))]
 
-common_src = [
-  "models/commonmodel.cc",
-  "transforms/loadyuv.cc",
-  "transforms/transform.cc",
-]
+def estimate_pickle_max_size(onnx_size):
+  return 1.2 * onnx_size  + 10 * 1024 * 1024  # 20% + 10MB is plenty
 
-# OpenCL is a framework on Mac
-if arch == "Darwin":
-  frameworks += ['OpenCL']
-else:
-  libs += ['OpenCL']
-
-# Set path definitions
-for pathdef, fn in {'TRANSFORM': 'transforms/transform.cl', 'LOADYUV': 'transforms/loadyuv.cl'}.items():
-  for xenv in (lenv, lenvCython):
-    xenv['CXXFLAGS'].append(f'-D{pathdef}_PATH=\\"{File(fn).abspath}\\"')
-
-# Compile cython
-cython_libs = envCython["LIBS"] + libs
-commonmodel_lib = lenv.Library('commonmodel', common_src)
-lenvCython.Program('models/commonmodel_pyx.so', 'models/commonmodel_pyx.pyx', LIBS=[commonmodel_lib, *cython_libs], FRAMEWORKS=frameworks)
-tinygrad_files = sorted(["#"+x for x in glob.glob(env.Dir("#tinygrad_repo").relpath + "/**", recursive=True, root_dir=env.Dir("#").abspath) if 'pycache' not in x])
+# compile warp
+# THREADS=0 is need to prevent bug: https://github.com/tinygrad/tinygrad/issues/14689
+tg_flags = {
+    'larch64': 'DEV=QCOM FLOAT16=1 NOLOCALS=1 JIT_BATCH_SIZE=0',
+    'Darwin': f'DEV=CPU THREADS=0 HOME={os.path.expanduser("~")} IMAGE=0', # tinygrad calls brew which needs a $HOME in the env
+}.get(arch, 'DEV=CPU CPU_LLVM=1 THREADS=0 IMAGE=0')
 
 # Get model metadata
 for model_name in ['driving_vision', 'driving_policy', 'dmonitoring_model']:
   fn = File(f"models/{model_name}").abspath
   script_files = [File(Dir("#selfdrive/modeld").File("get_model_metadata.py").abspath)]
-  cmd = f'python3 {Dir("#selfdrive/modeld").abspath}/get_model_metadata.py {fn}.onnx'
+  cmd = f'{tg_flags} python3 {Dir("#selfdrive/modeld").abspath}/get_model_metadata.py {fn}.onnx'
   lenv.Command(fn + "_metadata.pkl", [fn + ".onnx"] + tinygrad_files + script_files, cmd)
 
+image_flag = {
+     'larch64': 'IMAGE=2',
+}.get(arch, 'IMAGE=0')
+script_files = [File(Dir("#selfdrive/modeld").File("compile_warp.py").abspath)]
+compile_warp_cmd = f'{tg_flags} python3 {Dir("#selfdrive/modeld").abspath}/compile_warp.py '
+from openpilot.common.transformations.camera import _ar_ox_fisheye, _os_fisheye
+warp_targets = []
+for cam in [_ar_ox_fisheye, _os_fisheye]:
+  w, h = cam.width, cam.height
+  warp_targets += [File(f"models/warp_{w}x{h}_tinygrad.pkl").abspath, File(f"models/dm_warp_{w}x{h}_tinygrad.pkl").abspath]
+lenv.Command(warp_targets, tinygrad_files + script_files, compile_warp_cmd)
+
 def tg_compile(flags, model_name):
   pythonpath_string = 'PYTHONPATH="${PYTHONPATH}:' + env.Dir("#tinygrad_repo").abspath + '"'
   fn = File(f"models/{model_name}").abspath
+  pkl = fn + "_tinygrad.pkl"
+  onnx_path = fn + ".onnx"
+  chunk_targets = get_chunk_paths(pkl, estimate_pickle_max_size(os.path.getsize(onnx_path)))
+  def do_chunk(target, source, env):
+    chunk_file(pkl, chunk_targets)
   return lenv.Command(
-    fn + "_tinygrad.pkl",
-    [fn + ".onnx"] + tinygrad_files,
-    f'{pythonpath_string} {flags} python3 {Dir("#tinygrad_repo").abspath}/examples/openpilot/compile3.py {fn}.onnx {fn}_tinygrad.pkl'
+    chunk_targets,
+    [onnx_path] + tinygrad_files + [chunker_file],
+    [f'{pythonpath_string} {flags} {image_flag} python3 {Dir("#tinygrad_repo").abspath}/examples/openpilot/compile3.py {fn}.onnx {pkl}',
+     do_chunk]
   )
 
 # Compile small models
 for model_name in ['driving_vision', 'driving_policy', 'dmonitoring_model']:
-  flags = {
-    'larch64': 'DEV=QCOM FLOAT16=1 NOLOCALS=1 IMAGE=2 JIT_BATCH_SIZE=0',
-    'Darwin': f'DEV=CPU HOME={os.path.expanduser("~")} IMAGE=0', # tinygrad calls brew which needs a $HOME in the env
-  }.get(arch, 'DEV=CPU CPU_LLVM=1 IMAGE=0')
-  tg_compile(flags, model_name)
+  tg_compile(tg_flags, model_name)
 
 # Compile BIG model if USB GPU is available
 if "USBGPU" in os.environ:

selfdrive/modeld/compile_warp.py

@@ -0,0 +1,209 @@
+#!/usr/bin/env python3
+import time
+import pickle
+import numpy as np
+from pathlib import Path
+from tinygrad.tensor import Tensor
+from tinygrad.helpers import Context
+from tinygrad.device import Device
+from tinygrad.engine.jit import TinyJit
+
+from openpilot.system.camerad.cameras.nv12_info import get_nv12_info
+from openpilot.common.transformations.model import MEDMODEL_INPUT_SIZE, DM_INPUT_SIZE
+from openpilot.common.transformations.camera import _ar_ox_fisheye, _os_fisheye
+
+MODELS_DIR = Path(__file__).parent / 'models'
+
+CAMERA_CONFIGS = [
+  (_ar_ox_fisheye.width, _ar_ox_fisheye.height),  # tici: 1928x1208
+  (_os_fisheye.width, _os_fisheye.height),        # mici: 1344x760
+]
+
+UV_SCALE_MATRIX = np.array([[0.5, 0, 0], [0, 0.5, 0], [0, 0, 1]], dtype=np.float32)
+UV_SCALE_MATRIX_INV = np.linalg.inv(UV_SCALE_MATRIX)
+
+IMG_BUFFER_SHAPE = (30, MEDMODEL_INPUT_SIZE[1] // 2, MEDMODEL_INPUT_SIZE[0] // 2)
+
+
+def warp_pkl_path(w, h):
+  return MODELS_DIR / f'warp_{w}x{h}_tinygrad.pkl'
+
+
+def dm_warp_pkl_path(w, h):
+  return MODELS_DIR / f'dm_warp_{w}x{h}_tinygrad.pkl'
+
+
+def warp_perspective_tinygrad(src_flat, M_inv, dst_shape, src_shape, stride_pad):
+  w_dst, h_dst = dst_shape
+  h_src, w_src = src_shape
+
+  x = Tensor.arange(w_dst).reshape(1, w_dst).expand(h_dst, w_dst).reshape(-1)
+  y = Tensor.arange(h_dst).reshape(h_dst, 1).expand(h_dst, w_dst).reshape(-1)
+
+  # inline 3x3 matmul as elementwise to avoid reduce op (enables fusion with gather)
+  src_x = M_inv[0, 0] * x + M_inv[0, 1] * y + M_inv[0, 2]
+  src_y = M_inv[1, 0] * x + M_inv[1, 1] * y + M_inv[1, 2]
+  src_w = M_inv[2, 0] * x + M_inv[2, 1] * y + M_inv[2, 2]
+
+  src_x = src_x / src_w
+  src_y = src_y / src_w
+
+  x_nn_clipped = Tensor.round(src_x).clip(0, w_src - 1).cast('int')
+  y_nn_clipped = Tensor.round(src_y).clip(0, h_src - 1).cast('int')
+  idx = y_nn_clipped * (w_src + stride_pad) + x_nn_clipped
+
+  return src_flat[idx]
+
+
+def frames_to_tensor(frames, model_w, model_h):
+  H = (frames.shape[0] * 2) // 3
+  W = frames.shape[1]
+  in_img1 = Tensor.cat(frames[0:H:2, 0::2],
+                       frames[1:H:2, 0::2],
+                       frames[0:H:2, 1::2],
+                       frames[1:H:2, 1::2],
+                       frames[H:H+H//4].reshape((H//2, W//2)),
+                       frames[H+H//4:H+H//2].reshape((H//2, W//2)), dim=0).reshape((6, H//2, W//2))
+  return in_img1
+
+
+def make_frame_prepare(cam_w, cam_h, model_w, model_h):
+  stride, y_height, uv_height, _ = get_nv12_info(cam_w, cam_h)
+  uv_offset = stride * y_height
+  stride_pad = stride - cam_w
+
+  def frame_prepare_tinygrad(input_frame, M_inv):
+    # UV_SCALE @ M_inv @ UV_SCALE_INV simplifies to elementwise scaling
+    M_inv_uv = M_inv * Tensor([[1.0, 1.0, 0.5], [1.0, 1.0, 0.5], [2.0, 2.0, 1.0]])
+    # deinterleave NV12 UV plane (UVUV... -> separate U, V)
+    uv = input_frame[uv_offset:uv_offset + uv_height * stride].reshape(uv_height, stride)
+    with Context(SPLIT_REDUCEOP=0):
+      y = warp_perspective_tinygrad(input_frame[:cam_h*stride],
+                                    M_inv, (model_w, model_h),
+                                    (cam_h, cam_w), stride_pad).realize()
+      u = warp_perspective_tinygrad(uv[:cam_h//2, :cam_w:2].flatten(),
+                                    M_inv_uv, (model_w//2, model_h//2),
+                                    (cam_h//2, cam_w//2), 0).realize()
+      v = warp_perspective_tinygrad(uv[:cam_h//2, 1:cam_w:2].flatten(),
+                                    M_inv_uv, (model_w//2, model_h//2),
+                                    (cam_h//2, cam_w//2), 0).realize()
+    yuv = y.cat(u).cat(v).reshape((model_h * 3 // 2, model_w))
+    tensor = frames_to_tensor(yuv, model_w, model_h)
+    return tensor
+  return frame_prepare_tinygrad
+
+
+def make_update_img_input(frame_prepare, model_w, model_h):
+  def update_img_input_tinygrad(tensor, frame, M_inv):
+    M_inv = M_inv.to(Device.DEFAULT)
+    new_img = frame_prepare(frame, M_inv)
+    full_buffer = tensor[6:].cat(new_img, dim=0).contiguous()
+    return full_buffer, Tensor.cat(full_buffer[:6], full_buffer[-6:], dim=0).contiguous().reshape(1, 12, model_h//2, model_w//2)
+  return update_img_input_tinygrad
+
+
+def make_update_both_imgs(frame_prepare, model_w, model_h):
+  update_img = make_update_img_input(frame_prepare, model_w, model_h)
+
+  def update_both_imgs_tinygrad(calib_img_buffer, new_img, M_inv,
+                                calib_big_img_buffer, new_big_img, M_inv_big):
+    calib_img_buffer, calib_img_pair = update_img(calib_img_buffer, new_img, M_inv)
+    calib_big_img_buffer, calib_big_img_pair = update_img(calib_big_img_buffer, new_big_img, M_inv_big)
+    return calib_img_buffer, calib_img_pair, calib_big_img_buffer, calib_big_img_pair
+  return update_both_imgs_tinygrad
+
+
+def make_warp_dm(cam_w, cam_h, dm_w, dm_h):
+  stride, y_height, _, _ = get_nv12_info(cam_w, cam_h)
+  stride_pad = stride - cam_w
+
+  def warp_dm(input_frame, M_inv):
+    M_inv = M_inv.to(Device.DEFAULT)
+    result = warp_perspective_tinygrad(input_frame[:cam_h*stride], M_inv, (dm_w, dm_h), (cam_h, cam_w), stride_pad).reshape(-1, dm_h * dm_w)
+    return result
+  return warp_dm
+
+
+def compile_modeld_warp(cam_w, cam_h):
+  model_w, model_h = MEDMODEL_INPUT_SIZE
+  _, _, _, yuv_size = get_nv12_info(cam_w, cam_h)
+
+  print(f"Compiling modeld warp for {cam_w}x{cam_h}...")
+
+  frame_prepare = make_frame_prepare(cam_w, cam_h, model_w, model_h)
+  update_both_imgs = make_update_both_imgs(frame_prepare, model_w, model_h)
+  update_img_jit = TinyJit(update_both_imgs, prune=True)
+
+  full_buffer = Tensor.zeros(IMG_BUFFER_SHAPE, dtype='uint8').contiguous().realize()
+  big_full_buffer = Tensor.zeros(IMG_BUFFER_SHAPE, dtype='uint8').contiguous().realize()
+  full_buffer_np = np.zeros(IMG_BUFFER_SHAPE, dtype=np.uint8)
+  big_full_buffer_np = np.zeros(IMG_BUFFER_SHAPE, dtype=np.uint8)
+
+  for i in range(10):
+    new_frame_np = (32 * np.random.randn(yuv_size).astype(np.float32) + 128).clip(0, 255).astype(np.uint8)
+    img_inputs = [full_buffer,
+                  Tensor.from_blob(new_frame_np.ctypes.data, (yuv_size,), dtype='uint8').realize(),
+                  Tensor(Tensor.randn(3, 3).mul(8).realize().numpy(), device='NPY')]
+    new_big_frame_np = (32 * np.random.randn(yuv_size).astype(np.float32) + 128).clip(0, 255).astype(np.uint8)
+    big_img_inputs = [big_full_buffer,
+                      Tensor.from_blob(new_big_frame_np.ctypes.data, (yuv_size,), dtype='uint8').realize(),
+                      Tensor(Tensor.randn(3, 3).mul(8).realize().numpy(), device='NPY')]
+    inputs = img_inputs + big_img_inputs
+    Device.default.synchronize()
+
+    inputs_np = [x.numpy() for x in inputs]
+    inputs_np[0] = full_buffer_np
+    inputs_np[3] = big_full_buffer_np
+
+    st = time.perf_counter()
+    out = update_img_jit(*inputs)
+    full_buffer = out[0].contiguous().realize().clone()
+    big_full_buffer = out[2].contiguous().realize().clone()
+    mt = time.perf_counter()
+    Device.default.synchronize()
+    et = time.perf_counter()
+    print(f"  [{i+1}/10] enqueue {(mt-st)*1e3:6.2f} ms -- total {(et-st)*1e3:6.2f} ms")
+
+  pkl_path = warp_pkl_path(cam_w, cam_h)
+  with open(pkl_path, "wb") as f:
+    pickle.dump(update_img_jit, f)
+  print(f"  Saved to {pkl_path}")
+
+  jit = pickle.load(open(pkl_path, "rb"))
+  jit(*inputs)
+
+
+def compile_dm_warp(cam_w, cam_h):
+  dm_w, dm_h = DM_INPUT_SIZE
+  _, _, _, yuv_size = get_nv12_info(cam_w, cam_h)
+
+  print(f"Compiling DM warp for {cam_w}x{cam_h}...")
+
+  warp_dm = make_warp_dm(cam_w, cam_h, dm_w, dm_h)
+  warp_dm_jit = TinyJit(warp_dm, prune=True)
+
+  for i in range(10):
+    inputs = [Tensor.from_blob((32 * Tensor.randn(yuv_size,) + 128).cast(dtype='uint8').realize().numpy().ctypes.data, (yuv_size,), dtype='uint8'),
+              Tensor(Tensor.randn(3, 3).mul(8).realize().numpy(), device='NPY')]
+    Device.default.synchronize()
+    st = time.perf_counter()
+    warp_dm_jit(*inputs)
+    mt = time.perf_counter()
+    Device.default.synchronize()
+    et = time.perf_counter()
+    print(f"  [{i+1}/10] enqueue {(mt-st)*1e3:6.2f} ms -- total {(et-st)*1e3:6.2f} ms")
+
+  pkl_path = dm_warp_pkl_path(cam_w, cam_h)
+  with open(pkl_path, "wb") as f:
+    pickle.dump(warp_dm_jit, f)
+  print(f"  Saved to {pkl_path}")
+
+
+def run_and_save_pickle():
+  for cam_w, cam_h in CAMERA_CONFIGS:
+    compile_modeld_warp(cam_w, cam_h)
+    compile_dm_warp(cam_w, cam_h)
+
+
+if __name__ == "__main__":
+  run_and_save_pickle()

selfdrive/modeld/dmonitoringmodeld.py

@@ -3,7 +3,6 @@ import os
 from openpilot.system.hardware import TICI
 os.environ['DEV'] = 'QCOM' if TICI else 'CPU'
 from tinygrad.tensor import Tensor
-from tinygrad.dtype import dtypes
 import time
 import pickle
 import numpy as np
@@ -16,50 +15,57 @@ from openpilot.common.swaglog import cloudlog
 from openpilot.common.realtime import config_realtime_process
 from openpilot.common.transformations.model import dmonitoringmodel_intrinsics
 from openpilot.common.transformations.camera import _ar_ox_fisheye, _os_fisheye
-from openpilot.selfdrive.modeld.models.commonmodel_pyx import CLContext, MonitoringModelFrame
+from openpilot.system.camerad.cameras.nv12_info import get_nv12_info
+from openpilot.common.file_chunker import read_file_chunked
 from openpilot.selfdrive.modeld.parse_model_outputs import sigmoid, safe_exp
-from openpilot.selfdrive.modeld.runners.tinygrad_helpers import qcom_tensor_from_opencl_address
 
 PROCESS_NAME = "selfdrive.modeld.dmonitoringmodeld"
 SEND_RAW_PRED = os.getenv('SEND_RAW_PRED')
 MODEL_PKL_PATH = Path(__file__).parent / 'models/dmonitoring_model_tinygrad.pkl'
 METADATA_PATH = Path(__file__).parent / 'models/dmonitoring_model_metadata.pkl'
-
+MODELS_DIR = Path(__file__).parent / 'models'
 
 class ModelState:
   inputs: dict[str, np.ndarray]
   output: np.ndarray
 
-  def __init__(self, cl_ctx):
+  def __init__(self):
     with open(METADATA_PATH, 'rb') as f:
       model_metadata = pickle.load(f)
       self.input_shapes = model_metadata['input_shapes']
       self.output_slices = model_metadata['output_slices']
 
-    self.frame = MonitoringModelFrame(cl_ctx)
     self.numpy_inputs = {
       'calib': np.zeros(self.input_shapes['calib'], dtype=np.float32),
     }
 
+    self.warp_inputs_np = {'transform': np.zeros((3,3), dtype=np.float32)}
+    self.warp_inputs = {k: Tensor(v, device='NPY') for k,v in self.warp_inputs_np.items()}
+    self.frame_buf_params = None
     self.tensor_inputs = {k: Tensor(v, device='NPY').realize() for k,v in self.numpy_inputs.items()}
-    with open(MODEL_PKL_PATH, "rb") as f:
-      self.model_run = pickle.load(f)
+    self._blob_cache : dict[int, Tensor] = {}
+    self.image_warp = None
+    self.model_run = pickle.loads(read_file_chunked(str(MODEL_PKL_PATH)))
 
   def run(self, buf: VisionBuf, calib: np.ndarray, transform: np.ndarray) -> tuple[np.ndarray, float]:
     self.numpy_inputs['calib'][0,:] = calib
 
     t1 = time.perf_counter()
 
-    input_img_cl = self.frame.prepare(buf, transform.flatten())
-    if TICI:
-      # The imgs tensors are backed by opencl memory, only need init once
-      if 'input_img' not in self.tensor_inputs:
-        self.tensor_inputs['input_img'] = qcom_tensor_from_opencl_address(input_img_cl.mem_address, self.input_shapes['input_img'], dtype=dtypes.uint8)
-    else:
-      self.tensor_inputs['input_img'] = Tensor(self.frame.buffer_from_cl(input_img_cl).reshape(self.input_shapes['input_img']), dtype=dtypes.uint8).realize()
+    if self.image_warp is None:
+      self.frame_buf_params = get_nv12_info(buf.width, buf.height)
+      warp_path = MODELS_DIR / f'dm_warp_{buf.width}x{buf.height}_tinygrad.pkl'
+      with open(warp_path, "rb") as f:
+        self.image_warp = pickle.load(f)
+    ptr = buf.data.ctypes.data
+    # There is a ringbuffer of imgs, just cache tensors pointing to all of them
+    if ptr not in self._blob_cache:
+      self._blob_cache[ptr] = Tensor.from_blob(ptr, (self.frame_buf_params[3],), dtype='uint8')
 
+    self.warp_inputs_np['transform'][:] = transform[:]
+    self.tensor_inputs['input_img'] = self.image_warp(self._blob_cache[ptr], self.warp_inputs['transform']).realize()
 
-    output = self.model_run(**self.tensor_inputs).numpy().flatten()
+    output = self.model_run(**self.tensor_inputs).contiguous().realize().uop.base.buffer.numpy().flatten()
 
     t2 = time.perf_counter()
     return output, t2 - t1
@@ -107,12 +113,11 @@ def get_driverstate_packet(model_output, frame_id: int, location_ts: int, exec_t
 def main():
   config_realtime_process(7, 5)
 
-  cl_context = CLContext()
-  model = ModelState(cl_context)
+  model = ModelState()
   cloudlog.warning("models loaded, dmonitoringmodeld starting")
 
   cloudlog.warning("connecting to driver stream")
-  vipc_client = VisionIpcClient("camerad", VisionStreamType.VISION_STREAM_DRIVER, True, cl_context)
+  vipc_client = VisionIpcClient("camerad", VisionStreamType.VISION_STREAM_DRIVER, True)
   while not vipc_client.connect(False):
     time.sleep(0.1)
   assert vipc_client.is_connected()

selfdrive/modeld/get_model_metadata.py

@@ -1,33 +1,51 @@
 #!/usr/bin/env python3
 import sys
 import pathlib
-import onnx
 import codecs
 import pickle
 from typing import Any
 
-def get_name_and_shape(value_info:onnx.ValueInfoProto) -> tuple[str, tuple[int,...]]:
-  shape = tuple([int(dim.dim_value) for dim in value_info.type.tensor_type.shape.dim])
-  name = value_info.name
+from tinygrad.nn.onnx import OnnxPBParser
+
+
+class MetadataOnnxPBParser(OnnxPBParser):
+  def _parse_ModelProto(self) -> dict:
+    obj: dict[str, Any] = {"graph": {"input": [], "output": []}, "metadata_props": []}
+    for fid, wire_type in self._parse_message(self.reader.len):
+      match fid:
+        case 7:
+          obj["graph"] = self._parse_GraphProto()
+        case 14:
+          obj["metadata_props"].append(self._parse_StringStringEntryProto())
+        case _:
+          self.reader.skip_field(wire_type)
+    return obj
+
+
+def get_name_and_shape(value_info: dict[str, Any]) -> tuple[str, tuple[int, ...]]:
+  shape = tuple(int(dim) if isinstance(dim, int) else 0 for dim in value_info["parsed_type"].shape)
+  name = value_info["name"]
   return name, shape
 
-def get_metadata_value_by_name(model:onnx.ModelProto, name:str) -> str | Any:
-  for prop in model.metadata_props:
-    if prop.key == name:
-      return prop.value
+
+def get_metadata_value_by_name(model: dict[str, Any], name: str) -> str | Any:
+  for prop in model["metadata_props"]:
+    if prop["key"] == name:
+      return prop["value"]
   return None
 
+
 if __name__ == "__main__":
   model_path = pathlib.Path(sys.argv[1])
-  model = onnx.load(str(model_path))
+  model = MetadataOnnxPBParser(model_path).parse()
   output_slices = get_metadata_value_by_name(model, 'output_slices')
   assert output_slices is not None, 'output_slices not found in metadata'
 
   metadata = {
     'model_checkpoint': get_metadata_value_by_name(model, 'model_checkpoint'),
     'output_slices': pickle.loads(codecs.decode(output_slices.encode(), "base64")),
-    'input_shapes': dict([get_name_and_shape(x) for x in model.graph.input]),
-    'output_shapes': dict([get_name_and_shape(x) for x in model.graph.output])
+    'input_shapes': dict(get_name_and_shape(x) for x in model["graph"]["input"]),
+    'output_shapes': dict(get_name_and_shape(x) for x in model["graph"]["output"]),
   }
 
   metadata_path = model_path.parent / (model_path.stem + '_metadata.pkl')

selfdrive/modeld/modeld.py

@@ -7,7 +7,6 @@ if USBGPU:
   os.environ['DEV'] = 'AMD'
   os.environ['AMD_IFACE'] = 'USB'
 from tinygrad.tensor import Tensor
-from tinygrad.dtype import dtypes
 import time
 import pickle
 import numpy as np
@@ -22,17 +21,17 @@ from openpilot.common.params import Params
 from openpilot.common.filter_simple import FirstOrderFilter
 from openpilot.common.realtime import config_realtime_process, DT_MDL
 from openpilot.common.transformations.camera import DEVICE_CAMERAS
+from openpilot.system.camerad.cameras.nv12_info import get_nv12_info
 from openpilot.common.transformations.model import get_warp_matrix
 from openpilot.selfdrive.controls.lib.desire_helper import DesireHelper
 from openpilot.selfdrive.controls.lib.drive_helpers import get_accel_from_plan, smooth_value, get_curvature_from_plan
 from openpilot.selfdrive.modeld.parse_model_outputs import Parser
 from openpilot.selfdrive.modeld.fill_model_msg import fill_model_msg, fill_pose_msg, PublishState
+from openpilot.common.file_chunker import read_file_chunked
 from openpilot.selfdrive.modeld.constants import ModelConstants, Plan
-from openpilot.selfdrive.modeld.models.commonmodel_pyx import DrivingModelFrame, CLContext
-from openpilot.selfdrive.modeld.runners.tinygrad_helpers import qcom_tensor_from_opencl_address
 
 from openpilot.sunnypilot.livedelay.helpers import get_lat_delay
-from openpilot.sunnypilot.modeld.modeld_base import ModelStateBase
+from openpilot.sunnypilot.modeld_v2.modeld_base import ModelStateBase
 
 
 PROCESS_NAME = "selfdrive.modeld.modeld"
@@ -42,11 +41,15 @@ VISION_PKL_PATH = Path(__file__).parent / 'models/driving_vision_tinygrad.pkl'
 POLICY_PKL_PATH = Path(__file__).parent / 'models/driving_policy_tinygrad.pkl'
 VISION_METADATA_PATH = Path(__file__).parent / 'models/driving_vision_metadata.pkl'
 POLICY_METADATA_PATH = Path(__file__).parent / 'models/driving_policy_metadata.pkl'
+MODELS_DIR = Path(__file__).parent / 'models'
 
 LAT_SMOOTH_SECONDS = 0.0
 LONG_SMOOTH_SECONDS = 0.3
 MIN_LAT_CONTROL_SPEED = 0.3
 
+IMG_QUEUE_SHAPE = (6*(ModelConstants.MODEL_RUN_FREQ//ModelConstants.MODEL_CONTEXT_FREQ + 1), 128, 256)
+assert IMG_QUEUE_SHAPE[0] == 30
+
 
 def get_action_from_model(model_output: dict[str, np.ndarray], prev_action: log.ModelDataV2.Action,
                           lat_action_t: float, long_action_t: float, v_ego: float) -> log.ModelDataV2.Action:
@@ -139,12 +142,11 @@ class InputQueues:
       return out
 
 class ModelState(ModelStateBase):
-  frames: dict[str, DrivingModelFrame]
   inputs: dict[str, np.ndarray]
   output: np.ndarray
   prev_desire: np.ndarray  # for tracking the rising edge of the pulse
 
-  def __init__(self, context: CLContext):
+  def __init__(self):
     ModelStateBase.__init__(self)
     self.LAT_SMOOTH_SECONDS = LAT_SMOOTH_SECONDS
     with open(VISION_METADATA_PATH, 'rb') as f:
@@ -160,7 +162,6 @@ class ModelState(ModelStateBase):
       self.policy_output_slices = policy_metadata['output_slices']
       policy_output_size = policy_metadata['output_shapes']['outputs'][1]
 
-    self.frames = {name: DrivingModelFrame(context, ModelConstants.MODEL_RUN_FREQ//ModelConstants.MODEL_CONTEXT_FREQ) for name in self.vision_input_names}
     self.prev_desire = np.zeros(ModelConstants.DESIRE_LEN, dtype=np.float32)
 
     # policy inputs
@@ -170,18 +171,20 @@ class ModelState(ModelStateBase):
       self.full_input_queues.update_dtypes_and_shapes({k: self.numpy_inputs[k].dtype}, {k: self.numpy_inputs[k].shape})
     self.full_input_queues.reset()
 
-    # img buffers are managed in openCL transform code
-    self.vision_inputs: dict[str, Tensor] = {}
+    self.img_queues = {'img': Tensor.zeros(IMG_QUEUE_SHAPE, dtype='uint8').contiguous().realize(),
+                       'big_img': Tensor.zeros(IMG_QUEUE_SHAPE, dtype='uint8').contiguous().realize()}
+    self.full_frames : dict[str, Tensor] = {}
+    self._blob_cache : dict[int, Tensor] = {}
+    self.transforms_np = {k: np.zeros((3,3), dtype=np.float32) for k in self.img_queues}
+    self.transforms = {k: Tensor(v, device='NPY').realize() for k, v in self.transforms_np.items()}
     self.vision_output = np.zeros(vision_output_size, dtype=np.float32)
     self.policy_inputs = {k: Tensor(v, device='NPY').realize() for k,v in self.numpy_inputs.items()}
     self.policy_output = np.zeros(policy_output_size, dtype=np.float32)
     self.parser = Parser()
-
-    with open(VISION_PKL_PATH, "rb") as f:
-      self.vision_run = pickle.load(f)
-
-    with open(POLICY_PKL_PATH, "rb") as f:
-      self.policy_run = pickle.load(f)
+    self.frame_buf_params : dict[str, tuple[int, int, int, int]] = {}
+    self.update_imgs = None
+    self.vision_run = pickle.loads(read_file_chunked(str(VISION_PKL_PATH)))
+    self.policy_run = pickle.loads(read_file_chunked(str(POLICY_PKL_PATH)))
 
   def slice_outputs(self, model_outputs: np.ndarray, output_slices: dict[str, slice]) -> dict[str, np.ndarray]:
     parsed_model_outputs = {k: model_outputs[np.newaxis, v] for k,v in output_slices.items()}
@@ -193,23 +196,34 @@ class ModelState(ModelStateBase):
     inputs['desire_pulse'][0] = 0
     new_desire = np.where(inputs['desire_pulse'] - self.prev_desire > .99, inputs['desire_pulse'], 0)
     self.prev_desire[:] = inputs['desire_pulse']
+    if self.update_imgs is None:
+      for key in bufs.keys():
+        w, h = bufs[key].width, bufs[key].height
+        self.frame_buf_params[key] = get_nv12_info(w, h)
+      warp_path = MODELS_DIR / f'warp_{w}x{h}_tinygrad.pkl'
+      with open(warp_path, "rb") as f:
+        self.update_imgs = pickle.load(f)
 
-    imgs_cl = {name: self.frames[name].prepare(bufs[name], transforms[name].flatten()) for name in self.vision_input_names}
+    for key in bufs.keys():
+      ptr = bufs[key].data.ctypes.data
+      yuv_size = self.frame_buf_params[key][3]
+      # There is a ringbuffer of imgs, just cache tensors pointing to all of them
+      cache_key = (key, ptr)
+      if cache_key not in self._blob_cache:
+        self._blob_cache[cache_key] = Tensor.from_blob(ptr, (yuv_size,), dtype='uint8')
+      self.full_frames[key] = self._blob_cache[cache_key]
+    for key in bufs.keys():
+      self.transforms_np[key][:,:] = transforms[key][:,:]
 
-    if TICI and not USBGPU:
-      # The imgs tensors are backed by opencl memory, only need init once
-      for key in imgs_cl:
-        if key not in self.vision_inputs:
-          self.vision_inputs[key] = qcom_tensor_from_opencl_address(imgs_cl[key].mem_address, self.vision_input_shapes[key], dtype=dtypes.uint8)
-    else:
-      for key in imgs_cl:
-        frame_input = self.frames[key].buffer_from_cl(imgs_cl[key]).reshape(self.vision_input_shapes[key])
-        self.vision_inputs[key] = Tensor(frame_input, dtype=dtypes.uint8).realize()
+    out = self.update_imgs(self.img_queues['img'], self.full_frames['img'], self.transforms['img'],
+                           self.img_queues['big_img'], self.full_frames['big_img'], self.transforms['big_img'])
+    self.img_queues['img'], self.img_queues['big_img'] = out[0].realize(), out[2].realize()
+    vision_inputs = {'img': out[1], 'big_img': out[3]}
 
     if prepare_only:
       return None
 
-    self.vision_output = self.vision_run(**self.vision_inputs).contiguous().realize().uop.base.buffer.numpy()
+    self.vision_output = self.vision_run(**vision_inputs).contiguous().realize().uop.base.buffer.numpy().flatten()
     vision_outputs_dict = self.parser.parse_vision_outputs(self.slice_outputs(self.vision_output, self.vision_output_slices))
 
     self.full_input_queues.enqueue({'features_buffer': vision_outputs_dict['hidden_state'], 'desire_pulse': new_desire})
@@ -217,9 +231,8 @@ class ModelState(ModelStateBase):
       self.numpy_inputs[k][:] = self.full_input_queues.get(k)[k]
     self.numpy_inputs['traffic_convention'][:] = inputs['traffic_convention']
 
-    self.policy_output = self.policy_run(**self.policy_inputs).numpy().flatten()
+    self.policy_output = self.policy_run(**self.policy_inputs).contiguous().realize().uop.base.buffer.numpy().flatten()
     policy_outputs_dict = self.parser.parse_policy_outputs(self.slice_outputs(self.policy_output, self.policy_output_slices))
-
     combined_outputs_dict = {**vision_outputs_dict, **policy_outputs_dict}
     if SEND_RAW_PRED:
       combined_outputs_dict['raw_pred'] = np.concatenate([self.vision_output.copy(), self.policy_output.copy()])
@@ -236,10 +249,8 @@ def main(demo=False):
     config_realtime_process(7, 54)
 
   st = time.monotonic()
-  cloudlog.warning("setting up CL context")
-  cl_context = CLContext()
-  cloudlog.warning("CL context ready; loading model")
-  model = ModelState(cl_context)
+  cloudlog.warning("loading model")
+  model = ModelState()
   cloudlog.warning(f"models loaded in {time.monotonic() - st:.1f}s, modeld starting")
 
   # visionipc clients
@@ -252,8 +263,8 @@ def main(demo=False):
     time.sleep(.1)
 
   vipc_client_main_stream = VisionStreamType.VISION_STREAM_WIDE_ROAD if main_wide_camera else VisionStreamType.VISION_STREAM_ROAD
-  vipc_client_main = VisionIpcClient("camerad", vipc_client_main_stream, True, cl_context)
-  vipc_client_extra = VisionIpcClient("camerad", VisionStreamType.VISION_STREAM_WIDE_ROAD, False, cl_context)
+  vipc_client_main = VisionIpcClient("camerad", vipc_client_main_stream, True)
+  vipc_client_extra = VisionIpcClient("camerad", VisionStreamType.VISION_STREAM_WIDE_ROAD, False)
   cloudlog.warning(f"vision stream set up, main_wide_camera: {main_wide_camera}, use_extra_client: {use_extra_client}")
 
   while not vipc_client_main.connect(False):