agnos 10.1.1

AHHHHHHH

.github/workflows/compile_frogpilot.yaml

@@ -0,0 +1,264 @@
+name: Compile FrogPilot
+
+on:
+  workflow_dispatch:
+    inputs:
+      not_vetted:
+        description: "This branch is not vetted"
+        required: false
+        default: "false"
+        type: boolean
+      publish_frogpilot:
+        description: "Push to FrogPilot"
+        required: false
+        default: "false"
+        type: boolean
+      publish_staging:
+        description: "Push to FrogPilot-Staging"
+        required: false
+        default: "false"
+        type: boolean
+      publish_testing:
+        description: "Push to FrogPilot-Testing"
+        required: false
+        default: "false"
+        type: boolean
+      publish_custom_branch:
+        description: "Push to custom branch:"
+        required: false
+        default: ""
+        type: string
+      update_translations:
+        description: "Update missing translations"
+        required: false
+        default: "false"
+        type: boolean
+      vet_existing_translations:
+        description: "Vet existing translations"
+        required: false
+        default: "false"
+        type: boolean
+
+env:
+  BASEDIR: "${{ github.workspace }}"
+  BUILD_DIR: /data/openpilot
+  OPENAI_API_KEY: "${{ secrets.OPENAI_API_KEY }}"
+
+jobs:
+  get_branch:
+    runs-on: [self-hosted, c3x]
+    outputs:
+      branch: ${{ steps.get_branch.outputs.branch }}
+      python_version: ${{ steps.get_python_version.outputs.python_version }}
+    steps:
+      - name: Determine Current Branch on Runner
+        id: get_branch
+        run: |
+          cd $BUILD_DIR
+
+          BRANCH=$(git rev-parse --abbrev-ref HEAD)
+          echo "branch=$BRANCH" >> $GITHUB_OUTPUT
+
+      - name: Get Python Version from Runner
+        id: get_python_version
+        run: |
+          PYTHON_VERSION=$(tr -d '[:space:]' < "$BUILD_DIR/.python-version")
+          echo "python_version=$PYTHON_VERSION" >> $GITHUB_OUTPUT
+
+  translate:
+    if: inputs.update_translations
+    needs: get_branch
+    runs-on: ubuntu-latest
+    steps:
+      - name: Configure Git Identity
+        run: |
+          git config --global user.name "${{ github.actor }}"
+          git config --global user.email "${{ github.actor }}@users.noreply.github.com"
+
+      - name: Checkout Required Files
+        uses: actions/checkout@v4
+        with:
+          ref: ${{ needs.get_branch.outputs.branch }}
+          sparse-checkout: |
+            frogpilot/ui/
+            selfdrive/controls/lib/alerts_offroad.json
+            selfdrive/ui/
+            selfdrive/ui/update_translations.py
+            selfdrive/ui/translations/
+            selfdrive/ui/translations/auto_translate.py
+
+      - name: Set Up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: "${{ needs.get_branch.outputs.python_version }}"
+
+      - name: Install Dependencies
+        run: pip install requests
+
+      - name: Install Qt5 Tools
+        run: sudo apt update && sudo apt install -y qttools5-dev-tools
+
+      - name: Update Translations
+        run: python selfdrive/ui/update_translations.py --vanish
+
+      - name: Translate Missing or Outdated Translations
+        run: python selfdrive/ui/translations/auto_translate.py --all-files $([[ "${{ github.event.inputs.vet_existing_translations }}" == "true" ]] && echo "--vet-translations")
+
+      - name: Commit and Push Translation Updates
+        run: |
+          if git diff --quiet selfdrive/ui/translations/*.ts; then
+            echo "No translation updates detected."
+            exit 0
+          fi
+
+          git fetch --unshallow origin ${{ needs.get_branch.outputs.branch }}
+          git checkout ${{ needs.get_branch.outputs.branch }}
+          git add selfdrive/ui/translations/*.ts
+          git commit --amend --no-edit
+          git push --force origin ${{ needs.get_branch.outputs.branch }}
+
+  build_and_push:
+    needs:
+      - get_branch
+      - translate
+    if: always()
+    runs-on: [self-hosted, c3x]
+    permissions:
+      contents: write
+    defaults:
+      run:
+        working-directory: ${{ env.BUILD_DIR }}
+    steps:
+      - name: Configure Git Identity
+        run: |
+          git config --global http.postBuffer 104857600
+
+          git config --global user.name "${{ github.actor }}"
+          git config --global user.email "${{ github.actor }}@users.noreply.github.com"
+
+      - name: Update Repository
+        run: |
+          git remote set-url origin https://${{ secrets.PERSONAL_ACCESS_TOKEN }}@github.com/FrogAi/FrogPilot.git
+
+          if [ "${{ github.event.inputs.update_translations }}" = "true" ]; then
+            git fetch origin ${{ needs.get_branch.outputs.branch }}
+            git reset --hard origin/${{ needs.get_branch.outputs.branch }}
+            git pull origin ${{ needs.get_branch.outputs.branch }}
+          fi
+
+      - name: Take Ownership of Build
+        run: |
+          sudo chown -R $(whoami):$(whoami) .
+
+      - name: Finalize Build
+        run: |
+          rm -f .clang-tidy
+          rm -f .dockerignore
+          rm -f .editorconfig
+          rm -f .gitattributes
+          rm -f .gitmodules
+          rm -f .lfsconfig
+          rm -f .overlay_init
+          rm -f .pre-commit-config.yaml
+          rm -f .sconsign.dblite
+          rm -f codecov.yml
+          rm -f conftest.py
+          rm -f poetry.lock
+          rm -f pyproject.toml
+          rm -f teleoprtc
+          rm -f Dockerfile.openpilot
+          rm -f Dockerfile.openpilot_base
+          rm -f Jenkinsfile
+
+          rm -f panda/board/obj/.placeholder
+          rm -f panda/board/obj/bootstub.panda.elf
+          rm -f panda/board/obj/bootstub.panda_h7.elf
+          rm -f panda/board/obj/panda.bin
+          rm -f panda/board/obj/panda.elf
+          rm -f panda/board/obj/panda_h7.bin
+          rm -f panda/board/obj/panda_h7.elf
+          rm -f panda/board/obj/version
+
+          find . -name '*.a' -delete
+          find . -name '*.cc' -delete
+          find . -name '*.o' -delete
+          find . -name '*.onnx' -delete
+          find . -name '*.os' -delete
+          find . -name '*.pyc' -delete
+          find . -name 'moc_*' -delete
+
+          find . -name '*.h' | while read -r header; do
+            if [[ "$header" != *"common/version.h" && "$header" != *"system/camerad/sensors/"* ]]; then
+              rm -f "$header"
+            fi
+          done
+
+          rm -rf .devcontainer/
+          rm -rf .vscode/
+          rm -rf body/
+          rm -rf opendbc/generator/
+          rm -rf release/
+          rm -rf scripts/
+          rm -rf site_scons/
+          rm -rf teleoprtc_repo/
+
+          find .github -mindepth 1 -maxdepth 1 ! -name 'workflows' -exec rm -rf {} +
+
+          find .github/workflows -mindepth 1 ! \( \
+            -type f \( \
+              -name 'compile_frogpilot.yaml' -o \
+              -name 'review_pull_request.yaml' -o \
+              -name 'schedule_update.yaml' -o \
+              -name 'update_pr_branch.yaml' -o \
+              -name 'update_release_branch.yaml' \
+            \) \
+          \) -exec rm -rf {} +
+
+          find panda/board/jungle -type f ! -name '__init__.py' -delete
+          find panda/board/jungle -type d -empty -delete
+
+          find third_party/ -name '*x86*' -exec rm -rf {} +
+          find third_party/ -name '*Darwin*' -exec rm -rf {} +
+
+          find tools/ -mindepth 1 -maxdepth 1 ! \( -name '__init__.py' -o -name 'bodyteleop' -o -name 'lib' -o -name 'scripts' \) -exec rm -rf {} +
+
+          find . -name 'SConstruct' -delete
+          find . -name 'SConscript' -delete
+
+          find . -type d \( -iname "debug" -o -iname "test" -o -iname "tests" \) -exec rm -rf {} +
+          find . -type d -empty ! -path "./.git*" -delete
+          find . -type d -name '__pycache__' -exec rm -rf {} +
+          find . -type f -regex '.*matlab.*\.md' -delete
+
+          touch prebuilt
+
+          if [ "${{ github.event.inputs.not_vetted }}" = "true" ]; then
+            touch not_vetted
+          fi
+
+      - name: Add the update_date file
+        if: github.event.inputs.publish_staging == 'true'
+        run: |
+          curl -fLsS https://raw.githubusercontent.com/FrogAi/FrogPilot/FrogPilot-Staging/.github/update_date -o .github/update_date || echo "No update_date found, skipping."
+
+      - name: Commit Build
+        run: |
+          git add -f .
+          git commit -m "Compile FrogPilot"
+          git push --force origin HEAD
+
+          if [ "${{ github.event.inputs.publish_frogpilot }}" = "true" ]; then
+            git push --force origin HEAD:"FrogPilot"
+          fi
+
+          if [ "${{ github.event.inputs.publish_staging }}" = "true" ]; then
+            git push --force origin HEAD:"FrogPilot-Staging"
+          fi
+
+          if [ "${{ github.event.inputs.publish_testing }}" = "true" ]; then
+            git push --force origin HEAD:"FrogPilot-Testing"
+          fi
+
+          if [ -n "${{ github.event.inputs.publish_custom_branch }}" ]; then
+            git push --force origin HEAD:"${{ github.event.inputs.publish_custom_branch }}"
+          fi

.github/workflows/review_pull_request.yaml

@@ -0,0 +1,34 @@
+name: Review Pull Request
+
+on:
+  pull_request_target:
+    types: [opened, reopened]
+
+env:
+  GITHUB_TOKEN: ${{ secrets.PERSONAL_ACCESS_TOKEN }}
+
+jobs:
+  pr_check:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Exit If PR Opened by FrogAi
+        if: ${{ github.actor == 'FrogAi' }}
+        run: |
+          echo PR opened or reopened by FrogAi. No action needed.
+          exit 0
+
+      - name: Close PR for Invalid Target Branch
+        if: ${{ github.base_ref != 'MAKE-PRS-HERE' }}
+        run: |
+          gh api repos/${{ github.repository }}/issues/${{ github.event.pull_request.number }}/comments \
+            -f body="Please submit your pull request to the \"MAKE-PRS-HERE\" branch."
+
+          gh api repos/${{ github.repository }}/pulls/${{ github.event.pull_request.number }} \
+            -X PATCH \
+            -f state="closed"
+
+      - name: Acknowledge PR for Valid Target Branch
+        if: ${{ github.base_ref == 'MAKE-PRS-HERE' }}
+        run: |
+          gh api repos/${{ github.repository }}/issues/${{ github.event.pull_request.number }}/comments \
+            -f body="Thank you for your PR! If you're not already in the FrogPilot Discord, [feel free to join](https://discord.FrogPilot.download) and let me know you've opened a PR!"

.github/workflows/schedule_update.yaml

@@ -0,0 +1,57 @@
+name: Schedule FrogPilot Update
+
+on:
+  workflow_dispatch:
+    inputs:
+      scheduled_date:
+        description: "Enter the date to update the \"FrogPilot\" branch (YYYY-MM-DD)"
+        required: true
+
+env:
+  BRANCH: FrogPilot-Staging
+
+jobs:
+  schedule-update:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Configure Git Identity
+        run: |
+          git config --global user.name "${{ github.actor }}"
+          git config --global user.email "${{ github.actor }}@users.noreply.github.com"
+
+      - name: Checkout ${{ env.BRANCH }}
+        uses: actions/checkout@v3
+        with:
+          ref: ${{ env.BRANCH }}
+          fetch-depth: 3
+
+      - name: Schedule Update for ${{ github.event.inputs.scheduled_date }}
+        run: |
+          echo "${{ github.event.inputs.scheduled_date }}" > .github/update_date
+          git add .github/update_date
+
+      - name: Get Target Commit (Second Most Recent)
+        id: get_target
+        run: |
+          TARGET_COMMIT=$(git rev-parse HEAD~1)
+
+          AUTHOR_DATE=$(git show -s --format=%aD "$TARGET_COMMIT")
+          COMMITTER_DATE=$(git show -s --format=%cD "$TARGET_COMMIT")
+
+          echo "AUTHOR_DATE=$AUTHOR_DATE" >> $GITHUB_ENV
+          echo "COMMITTER_DATE=$COMMITTER_DATE" >> $GITHUB_ENV
+          echo "TARGET_COMMIT=$TARGET_COMMIT" >> $GITHUB_ENV
+
+      - name: Create Fixup Commit for ${{ env.TARGET_COMMIT }}
+        run: git commit --fixup="${{ env.TARGET_COMMIT }}"
+
+      - name: Autosquash Fixup into Target Commit
+        run: |
+          GIT_SEQUENCE_EDITOR=: git rebase --autosquash -i HEAD~3
+
+      - name: Restore Timestamps on Final Two Commits
+        run: |
+          git rebase --exec "GIT_COMMITTER_DATE='${{ env.COMMITTER_DATE }}' git commit --amend --no-edit --date='${{ env.AUTHOR_DATE }}'" HEAD~2
+
+      - name: Push Updated ${{ env.BRANCH }} Branch
+        run: git push origin "${{ env.BRANCH }}" --force-with-lease

.github/workflows/update_pr_branch.yaml

@@ -0,0 +1,99 @@
+name: Update MAKE-PRS-HERE
+
+on:
+  push:
+    branches:
+      - FrogPilot-Staging
+
+env:
+  SOURCE_BRANCH: FrogPilot-Staging
+  TARGET_BRANCH: MAKE-PRS-HERE
+
+jobs:
+  update_branch:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Configure Git Identity
+        run: |
+          git config --global user.name "${{ github.actor }}"
+          git config --global user.email "${{ github.actor }}@users.noreply.github.com"
+
+      - name: Checkout ${{ env.SOURCE_BRANCH }}
+        uses: actions/checkout@v3
+        with:
+          ref: "${{ env.SOURCE_BRANCH }}"
+          fetch-depth: 0
+
+      - name: Find "Compile FrogPilot" Commit in ${{ env.SOURCE_BRANCH }}
+        id: find_parent
+        run: |
+          COMMIT=$(git rev-list HEAD -n 1 --grep="Compile FrogPilot")
+          if [ -z "$COMMIT" ]; then
+            echo "Commit with message 'Compile FrogPilot' not found." >&2
+            exit 1
+          fi
+
+          PARENT=$(git rev-list --parents -n 1 "$COMMIT" | awk '{print $2}')
+          if [ -z "$PARENT" ]; then
+            echo "Parent commit not found." >&2
+            exit 1
+          fi
+
+          echo "Compile commit: $COMMIT"
+          echo "Parent commit: $PARENT"
+          echo "parent_commit=$PARENT" >> "$GITHUB_OUTPUT"
+          echo "compile_commit=$COMMIT" >> "$GITHUB_OUTPUT"
+
+      - name: Checkout ${{ env.TARGET_BRANCH }}
+        run: |
+          git fetch origin "${{ env.TARGET_BRANCH }}"
+          git checkout "${{ env.TARGET_BRANCH }}"
+
+      - name: Clean ${{ env.TARGET_BRANCH }} and Apply Updates from ${{ env.SOURCE_BRANCH }}
+        run: |
+          git rm -r --ignore-unmatch .
+          git clean -fdx
+
+          PARENT_COMMIT="${{ steps.find_parent.outputs.parent_commit }}"
+          git checkout "$PARENT_COMMIT" -- .
+
+          COMPILE_COMMIT="${{ steps.find_parent.outputs.compile_commit }}"
+          SOURCE_HEAD=$(git rev-parse "origin/${{ env.SOURCE_BRANCH }}")
+
+          if [ "$COMPILE_COMMIT" != "$SOURCE_HEAD" ]; then
+            echo "Applying changes from '${{ env.SOURCE_BRANCH }}' branch..."
+            git cherry-pick --no-commit "${COMPILE_COMMIT}".."$SOURCE_HEAD"
+          fi
+
+          rm -f .github/update_date
+
+          git add --all
+
+      - name: Commit and Push to ${{ env.TARGET_BRANCH }}
+        run: |
+          TZ_VALUE="America/Phoenix"
+          current_day=$(TZ="$TZ_VALUE" date +"%-d")
+          month=$(TZ="$TZ_VALUE" date +"%B")
+          year=$(TZ="$TZ_VALUE" date +"%Y")
+
+          if [[ "$current_day" =~ ^1[123]$ ]]; then
+            suffix="th"
+          else
+            case $(($current_day % 10)) in
+              1) suffix="st" ;;
+              2) suffix="nd" ;;
+              3) suffix="rd" ;;
+              *) suffix="th" ;;
+            esac
+          fi
+
+          commit_message="${month} ${current_day}${suffix}, ${year} Update"
+          echo "Commit message: $commit_message"
+
+          if git log --oneline --format="%s" | grep -q "$commit_message"; then
+            echo "Existing commit found with message: $commit_message"
+            git commit --amend --no-edit
+          else
+            git commit -m "$commit_message"
+          fi
+          git push origin "${{ env.TARGET_BRANCH }}" --force

.github/workflows/update_release_branch.yaml

@@ -0,0 +1,132 @@
+name: Update FrogPilot Branch
+
+on:
+  schedule:
+    - cron: "0 18 * * *"
+
+env:
+  BRANCH_FROGPILOT: FrogPilot
+  BRANCH_PREVIOUS: FrogPilot-Previous
+  BRANCH_STAGING: FrogPilot-Staging
+
+  TZ: America/Phoenix
+
+  UPDATE_FILE: .github/update_date
+
+jobs:
+  check_update:
+    runs-on: ubuntu-latest
+    outputs:
+      update_due: ${{ steps.check_update.outputs.update_due }}
+      scheduled_date: ${{ steps.check_update.outputs.scheduled_date }}
+    steps:
+      - name: Download the 'update_date' File
+        id: download_update
+        run: |
+          curl -fLsS "https://raw.githubusercontent.com/FrogAi/FrogPilot/${{ env.BRANCH_STAGING }}/${{ env.UPDATE_FILE }}" -o update_date || touch update_date_missing
+
+      - name: Check If Update Is Due
+        id: check_update
+        run: |
+          if [ -f update_date_missing ]; then
+            echo "No update_date file found in FrogPilot-Staging."
+            echo "update_due=false" >> "$GITHUB_OUTPUT"
+            exit 0
+          fi
+
+          SCHEDULED_DATE=$(cat update_date)
+          CURRENT_DATE=$(TZ="${{ env.TZ }}" date +%F)
+          echo "Scheduled Date: $SCHEDULED_DATE"
+          echo "Current Date: $CURRENT_DATE"
+
+          if [ "$SCHEDULED_DATE" != "$CURRENT_DATE" ]; then
+            echo "Update not due."
+            echo "update_due=false" >> "$GITHUB_OUTPUT"
+            exit 0
+          fi
+
+          echo "update_due=true" >> "$GITHUB_OUTPUT"
+          echo "scheduled_date=$SCHEDULED_DATE" >> "$GITHUB_OUTPUT"
+
+  update_branch:
+    needs: check_update
+    if: ${{ needs.check_update.outputs.update_due == 'true' }}
+    runs-on: ubuntu-latest
+    steps:
+      - name: Configure Git Identity
+        run: |
+          git config --global user.name "${{ github.actor }}"
+          git config --global user.email "${{ github.actor }}@users.noreply.github.com"
+
+      - name: Checkout ${{ env.BRANCH_STAGING }}
+        uses: actions/checkout@v3
+        with:
+          fetch-depth: 0
+          ref: ${{ env.BRANCH_STAGING }}
+
+      - name: Update README Date and Remove (${{ env.UPDATE_FILE }})
+        run: |
+          DAY=$(TZ="${{ env.TZ }}" date +'%d' | sed 's/^0//')
+          case "$DAY" in
+            1|21|31) SUFFIX="st" ;;
+            2|22) SUFFIX="nd" ;;
+            3|23) SUFFIX="rd" ;;
+            *) SUFFIX="th" ;;
+          esac
+          MONTH=$(TZ="${{ env.TZ }}" date +'%B')
+          YEAR=$(TZ="${{ env.TZ }}" date +'%Y')
+          NEW_DATE="**${MONTH} ${DAY}${SUFFIX}, ${YEAR}**"
+
+          echo "Updating README date to ${NEW_DATE}"
+          sed -i "/FrogPilot was last updated on:/ { N; N; s/\(\n\)\n.*$/\1\n${NEW_DATE}/; }" README.md
+
+          git add README.md
+          git rm -f "${{ env.UPDATE_FILE }}"
+          git commit -m "Updated README date to ${NEW_DATE}"
+
+      - name: Squash Commits
+        run: |
+          COMMIT_MSG=$(git log -1 --pretty=%B HEAD~1)
+
+          git reset --soft HEAD~2
+          git commit -m "$COMMIT_MSG"
+
+      - name: Rewrite Commit Dates to Noon ${{ env.TZ }}
+        run: |
+          COMMIT_DATETIME="${{ needs.check_update.outputs.scheduled_date }} 12:00"
+          COMMIT_PHX=$(TZ="${{ env.TZ }}" date -d "$COMMIT_DATETIME" +"%Y-%m-%dT%H:%M:%S %z")
+
+          git filter-branch --env-filter "export GIT_AUTHOR_DATE='$COMMIT_PHX'; export GIT_COMMITTER_DATE='$COMMIT_PHX'" "${{ env.BRANCH_STAGING }}"
+
+      - name: Fetch ${{ env.BRANCH_PREVIOUS }} and ${{ env.BRANCH_FROGPILOT }}
+        run: |
+          git fetch origin ${{ env.BRANCH_PREVIOUS }} ${{ env.BRANCH_FROGPILOT }}
+
+      - name: Wait Until Noon ${{ env.TZ }} Before Continuing
+        run: |
+          NOW=$(TZ="${{ env.TZ }}" date +%s)
+          TARGET=$(TZ="${{ env.TZ }}" date -d "12:00" +%s)
+
+          if [ "$NOW" -lt "$TARGET" ]; then
+            SLEEP_TIME=$((TARGET - NOW))
+            echo "Sleeping for $SLEEP_TIME seconds until noon..."
+            sleep $SLEEP_TIME
+          else
+            echo "It is already noon or past noon, proceeding immediately."
+          fi
+
+      - name: Push ${{ env.BRANCH_STAGING }}
+        run: |
+          git push origin "${{ env.BRANCH_STAGING }}" --force
+
+      - name: Reset ${{ env.BRANCH_PREVIOUS }} to Match ${{ env.BRANCH_FROGPILOT }}
+        run: |
+          git switch "${{ env.BRANCH_PREVIOUS }}"
+          git reset --hard "origin/${{ env.BRANCH_FROGPILOT }}"
+          git push origin "${{ env.BRANCH_PREVIOUS }}" --force
+
+      - name: Reset ${{ env.BRANCH_FROGPILOT }} to Match ${{ env.BRANCH_STAGING }}
+        run: |
+          git switch "${{ env.BRANCH_FROGPILOT }}"
+          git reset --hard "origin/${{ env.BRANCH_STAGING }}"
+          git push origin "${{ env.BRANCH_FROGPILOT }}" --force

.gitignore

@@ -1,11 +1,20 @@
+venv/
+.venv/
+.ci_cache
+.env
+.clang-format
 .DS_Store
 .tags
 .ipynb_checkpoints
 .idea
+.overlay_init
+.overlay_consistent
 .sconsign.dblite
 model2.png
 a.out
+.hypothesis
 
+*.dylib
 *.DSYM
 *.d
 *.pyc
@@ -13,22 +22,64 @@ a.out
 .*.swp
 .*.swo
 .*.un~
+*.tmp
 *.o
+*.o-*
+*.os
+*.os-*
 *.so
 *.a
 *.clb
 *.class
 *.pyxbldc
 *.vcd
+*.qm
 config.json
 clcache
+compile_commands.json
+compare_runtime*.html
 
-board/obj/
-selfdrive/boardd/boardd
+persist
+selfdrive/pandad/pandad
+cereal/services.h
+cereal/gen
 selfdrive/logcatd/logcatd
-selfdrive/proclogd/proclogd
-selfdrive/ui/ui
-selfdrive/test/tests/plant/out
+selfdrive/mapd/default_speeds_by_region.json
+system/proclogd/proclogd
+selfdrive/ui/translations/alerts_generated.h
+selfdrive/ui/translations/tmp
+selfdrive/test/longitudinal_maneuvers/out
+selfdrive/car/tests/cars_dump
+system/camerad/camerad
+system/camerad/test/ae_gray_test
+selfdrive/modeld/_modeld
+selfdrive/modeld/_dmonitoringmodeld
 /src/
 
-one
+notebooks
+hyperthneed
+provisioning
+
+.coverage*
+coverage.xml
+htmlcov
+pandaextra
+
+.mypy_cache/
+flycheck_*
+
+cppcheck_report.txt
+comma*.sh
+
+selfdrive/modeld/thneed/compile
+selfdrive/modeld/models/*.thneed
+selfdrive/modeld/models/*.pkl
+
+*.bz2
+
+build/
+
+!**/.gitkeep
+
+poetry.toml
+Pipfile

.python-version

@@ -0,0 +1 @@
+3.11.4

.travis.yml

@@ -1,12 +0,0 @@
-sudo: required
-
-services:
-  - docker
-
-install:
-  - docker build -t tmppilot -f Dockerfile.openpilot .
-
-script:
-  - docker run --rm
-      -v "$(pwd)"/selfdrive/test/tests/plant/out:/tmp/openpilot/selfdrive/test/tests/plant/out
-      tmppilot /bin/sh -c 'cd /tmp/openpilot/selfdrive/test/tests/plant && OPTEST=1 ./test_longitudinal.py'

CONTRIBUTING.md

@@ -1,18 +0,0 @@
-# How to contribute
-
-Our software is open source so you can solve your own problems without needing help from others. And if you solve a problem and are so kind, you can upstream it for the rest of the world to use.
-
-Most open source development activity is coordinated through our [Discord](https://discord.comma.ai). A lot of documentation is available on our [medium](https://medium.com/@comma_ai/)
-
-## Getting Started
-
- * Join our [Discord](https://discord.comma.ai)
- * Make sure you have a [GitHub account](https://github.com/signup/free)
- * Fork [our repositories](https://github.com/commaai) on GitHub
-
-## Car Ports (openpilot)
-
-We've released a [Model Port guide](https://medium.com/@comma_ai/openpilot-port-guide-for-toyota-models-e5467f4b5fe6) for porting to Toyota/Lexus models.
-
-If you port openpilot to a substantially new car brand, see this more generic [Brand Port guide](https://medium.com/@comma_ai/how-to-write-a-car-port-for-openpilot-7ce0785eda84). You might also be eligible for a bounty. See our bounties at [comma.ai/bounties.html](https://comma.ai/bounties.html)
-

Dockerfile.openpilot

@@ -1,40 +0,0 @@
-FROM ubuntu:16.04
-ENV PYTHONUNBUFFERED 1
-
-RUN apt-get update && apt-get install -y \
-    build-essential \
-    clang \
-    vim \
-    screen \
-    wget \
-    bzip2 \
-    git \
-    libglib2.0-0 \
-    python-pip \
-    capnproto \
-    libcapnp-dev \
-    libzmq5-dev \
-    libffi-dev \
-    libusb-1.0-0 \
-    libssl-dev \
-    ocl-icd-libopencl1 \
-    ocl-icd-opencl-dev \
-    opencl-headers
-
-RUN pip install numpy==1.11.2 scipy==0.18.1 matplotlib==2.1.2
-
-COPY requirements_openpilot.txt /tmp/
-RUN pip install -r /tmp/requirements_openpilot.txt
-
-ENV PYTHONPATH /tmp/openpilot:$PYTHONPATH
-
-COPY ./common /tmp/openpilot/common
-COPY ./cereal /tmp/openpilot/cereal
-COPY ./opendbc /tmp/openpilot/opendbc
-COPY ./selfdrive /tmp/openpilot/selfdrive
-COPY ./phonelibs /tmp/openpilot/phonelibs
-COPY ./pyextra /tmp/openpilot/pyextra
-
-RUN mkdir -p /tmp/openpilot/selfdrive/test/out
-RUN make -C /tmp/openpilot/selfdrive/controls/lib/longitudinal_mpc clean
-RUN make -C /tmp/openpilot/selfdrive/controls/lib/lateral_mpc clean

Makefile

@@ -1,9 +0,0 @@
-
-code_dir := $(shell pwd)
-
-# TODO: Add a global build system
-
-.PHONY: all
-all:
-	cd selfdrive && PYTHONPATH=$(code_dir) PREPAREONLY=1 ./manager.py
-

README.md

@@ -1,209 +1,213 @@
-[![](https://i.imgur.com/UetIFyH.jpg)](#)
+[![openpilot on the comma 3X](https://i.imgur.com/Zwv9SaN.png)](https://comma.ai/shop/comma-3x)
 
-Welcome to openpilot
-======
-
-[openpilot](http://github.com/commaai/openpilot) is an open source driving agent. Currently, it performs the functions of Adaptive Cruise Control (ACC) and Lane Keeping Assist System (LKAS) for selected Honda, Toyota, Acura, Lexus, Chevrolet, Hyundai, Kia. It's about on par with Tesla Autopilot and GM Super Cruise, and better than [all other manufacturers](http://www.thedrive.com/tech/5707/the-war-for-autonomous-driving-part-iii-us-vs-germany-vs-japan).
-
-The openpilot codebase has been written to be concise and to enable rapid prototyping. We look forward to your contributions - improving real vehicle automation has never been easier.
-
-Table of Contents
-=======================
-
-* [Community](#community)
-* [Hardware](#hardware)
-* [Supported Cars](#supported-cars)
-* [Community Maintained Cars](#community-maintained-cars)
-* [In Progress Cars](#in-progress-cars)
-* [How can I add support for my car?](#how-can-i-add-support-for-my-car)
-* [Directory structure](#directory-structure)
-* [User Data / chffr Account / Crash Reporting](#user-data--chffr-account--crash-reporting)
-* [Testing on PC](#testing-on-pc)
-* [Contributing](#contributing)
-* [Licensing](#licensing)
-
----
-
-Community
+What is openpilot?
 ------
 
-openpilot is developed by [comma.ai](https://comma.ai/) and users like you.
-
-We have a [Twitter you should follow](https://twitter.com/comma_ai).
-
-Also, we have a several thousand people community on [Discord](https://discord.comma.ai).
+[openpilot](http://github.com/commaai/openpilot) is an open source driver assistance system. Currently, openpilot performs the functions of Adaptive Cruise Control (ACC), Automated Lane Centering (ALC), Forward Collision Warning (FCW), and Lane Departure Warning (LDW) for a growing variety of [supported car makes, models, and model years](docs/CARS.md). In addition, while openpilot is engaged, a camera-based Driver Monitoring (DM) feature alerts distracted and asleep drivers. See more about [the vehicle integration](docs/INTEGRATION.md) and [limitations](docs/LIMITATIONS.md).
 
 <table>
   <tr>
-    <td><a href="https://www.youtube.com/watch?v=ICOIin4p70w" title="YouTube" rel="noopener"><img src="https://i.imgur.com/gBTo7yB.png"></a></td>
-    <td><a href="https://www.youtube.com/watch?v=1zCtj3ckGFo" title="YouTube" rel="noopener"><img src="https://i.imgur.com/gNhhcep.png"></a></td>
-    <td><a href="https://www.youtube.com/watch?v=Qd2mjkBIRx0" title="YouTube" rel="noopener"><img src="https://i.imgur.com/tFnSexp.png"></a></td>
-    <td><a href="https://www.youtube.com/watch?v=ju12vlBm59E" title="YouTube" rel="noopener"><img src="https://i.imgur.com/3BKiJVy.png"></a></td>
-  </tr>
-  <tr>
-    <td><a href="https://www.youtube.com/watch?v=Z5VY5FzgNt4" title="YouTube" rel="noopener"><img src="https://i.imgur.com/3I9XOK2.png"></a></td>
-    <td><a href="https://www.youtube.com/watch?v=blnhZC7OmMg" title="YouTube" rel="noopener"><img src="https://i.imgur.com/f9IgX6s.png"></a></td>
-    <td><a href="https://www.youtube.com/watch?v=iRkz7FuJsA8" title="YouTube" rel="noopener"><img src="https://i.imgur.com/Vo5Zvmn.png"></a></td>
-    <td><a href="https://www.youtube.com/watch?v=IHjEqAKDqjM" title="YouTube" rel="noopener"><img src="https://i.imgur.com/V9Zd81n.png"></a></td>
+    <td><a href="https://youtu.be/NmBfgOanCyk" title="Video By Greer Viau"><img src="https://github.com/commaai/openpilot/assets/8762862/2f7112ae-f748-4f39-b617-fabd689c3772"></a></td>
+    <td><a href="https://youtu.be/VHKyqZ7t8Gw" title="Video By Logan LeGrand"><img src="https://github.com/commaai/openpilot/assets/8762862/92351544-2833-40d7-9e0b-7ef7ae37ec4c"></a></td>
+    <td><a href="https://youtu.be/SUIZYzxtMQs" title="A drive to Taco Bell"><img src="https://github.com/commaai/openpilot/assets/8762862/05ceefc5-2628-439c-a9b2-89ce77dc6f63"></a></td>
   </tr>
 </table>
 
-Hardware
+What is FrogPilot? 🐸
 ------
 
-At the moment openpilot supports the [EON Dashcam DevKit](https://comma.ai/shop/products/eon-dashcam-devkit). A [panda](https://shop.comma.ai/products/panda-obd-ii-dongle) and a [giraffe](https://comma.ai/shop/products/giraffe/) are recommended tools to interface the EON with the car. We'd like to support other platforms as well.
+FrogPilot is a fully open-sourced fork of openpilot, featuring clear and concise commits striving to be a resource for the openpilot developer community. It thrives on contributions from both users and developers, focusing on a collaborative, community-led approach to deliver an advanced openpilot experience for everyone!
 
-Install openpilot on a neo device by entering ``https://openpilot.comma.ai`` during NEOS setup.
+------
+FrogPilot was last updated on:
 
-Supported Cars
+**April 12th, 2025**
+
+Features
 ------
 
-| Make                 | Model                    | Supported Package    | Lateral | Longitudinal   | No Accel Below   | No Steer Below | Giraffe           |
-| ---------------------| -------------------------| ---------------------| --------| ---------------| -----------------| ---------------|-------------------|
-| Acura                | ILX 2016-17              | AcuraWatch Plus      | Yes     | Yes            | 25mph<sup>1</sup>| 25mph          | Nidec             |
-| Acura                | RDX 2018                 | AcuraWatch Plus      | Yes     | Yes            | 25mph<sup>1</sup>| 12mph          | Nidec             |
-| Chevrolet<sup>3</sup>| Malibu 2017              | Adaptive Cruise      | Yes     | Yes            | 0mph             | 7mph           | Custom<sup>7</sup>|
-| Chevrolet<sup>3</sup>| Volt 2017-18             | Adaptive Cruise      | Yes     | Yes            | 0mph             | 7mph           | Custom<sup>7</sup>|
-| Cadillac<sup>3</sup> | ATS 2018                 | Adaptive Cruise      | Yes     | Yes            | 0mph             | 7mph           | Custom<sup>7</sup>|
-| Chrysler             | Pacifica Hybrid 2017     | Adaptive Cruise      | Yes     | Stock          | 0mph             | 9mph           | Custom<sup>8</sup>|
-| GMC<sup>3</sup>      | Acadia Denali 2018       | Adaptive Cruise      | Yes     | Yes            | 0mph             | 7mph           | Custom<sup>7</sup>|
-| Holden<sup>3</sup>   | Astra 2017               | Adaptive Cruise      | Yes     | Yes            | 0mph             | 7mph           | Custom<sup>7</sup>|
-| Honda                | Accord 2018              | All                  | Yes     | Stock          | 0mph             | 3mph           | Bosch             |
-| Honda                | Civic Sedan/Coupe 2016-18| Honda Sensing        | Yes     | Yes            | 0mph             | 12mph          | Nidec             |
-| Honda                | Civic Sedan/Coupe 2019   | Honda Sensing        | Yes     | Stock          | 0mph             | 2mph           | Bosch             |
-| Honda                | Civic Hatchback 2017-19  | Honda Sensing        | Yes     | Stock          | 0mph             | 12mph          | Bosch             |
-| Honda                | CR-V 2015-16             | Touring              | Yes     | Yes            | 25mph<sup>1</sup>| 12mph          | Nidec             |
-| Honda                | CR-V 2017-18             | Honda Sensing        | Yes     | Stock          | 0mph             | 12mph          | Bosch             |
-| Honda                | Odyssey 2017-19          | Honda Sensing        | Yes     | Yes            | 25mph<sup>1</sup>| 0mph           | Inverted Nidec    |
-| Honda                | Pilot 2016-18            | Honda Sensing        | Yes     | Yes            | 25mph<sup>1</sup>| 12mph          | Nidec             |
-| Honda                | Pilot 2019               | All                  | Yes     | Yes            | 25mph<sup>1</sup>| 12mph          | Inverted Nidec    |
-| Honda                | Ridgeline 2017-19        | Honda Sensing        | Yes     | Yes            | 25mph<sup>1</sup>| 12mph          | Nidec             |
-| Hyundai              | Santa Fe 2019            | All                  | Yes     | Stock          | 0mph             | 0mph           | Custom<sup>6</sup>|
-| Hyundai              | Elantra 2017             | SCC + LKAS           | Yes     | Stock          | 19mph            | 34mph          | Custom<sup>6</sup>|
-| Hyundai              | Genesis 2018             | All                  | Yes     | Stock          | 19mph            | 34mph          | Custom<sup>6</sup>|
-| Kia                  | Sorento 2018             | All                  | Yes     | Stock          | 0mph             | 0mph           | Custom<sup>6</sup>|
-| Kia                  | Stinger 2018             | SCC + LKAS           | Yes     | Stock          | 0mph             | 0mph           | Custom<sup>6</sup>|
-| Lexus                | RX Hybrid 2016-18        | All                  | Yes     | Yes<sup>2</sup>| 0mph             | 0mph           | Toyota            |
-| Toyota               | Camry 2018<sup>4</sup>   | All                  | Yes     | Stock          | 0mph<sup>5</sup> | 0mph           | Toyota            |
-| Toyota               | C-HR 2017-18<sup>4</sup> | All                  | Yes     | Stock          | 0mph             | 0mph           | Toyota            |
-| Toyota               | Corolla 2017-18          | All                  | Yes     | Yes<sup>2</sup>| 20mph            | 0mph           | Toyota            |
-| Toyota               | Highlander 2017-18       | All                  | Yes     | Yes<sup>2</sup>| 0mph             | 0mph           | Toyota            |
-| Toyota               | Highlander Hybrid 2018   | All                  | Yes     | Yes<sup>2</sup>| 0mph             | 0mph           | Toyota            |
-| Toyota               | Prius 2016               | TSS-P                | Yes     | Yes<sup>2</sup>| 0mph             | 0mph           | Toyota            |
-| Toyota               | Prius 2017-18            | All                  | Yes     | Yes<sup>2</sup>| 0mph             | 0mph           | Toyota            |
-| Toyota               | Prius Prime 2017-18      | All                  | Yes     | Yes<sup>2</sup>| 0mph             | 0mph           | Toyota            |
-| Toyota               | Rav4 2016                | TSS-P                | Yes     | Yes<sup>2</sup>| 20mph            | 0mph           | Toyota            |
-| Toyota               | Rav4 2017-18             | All                  | Yes     | Yes<sup>2</sup>| 20mph            | 0mph           | Toyota            |
-| Toyota               | Rav4 Hybrid 2017-18      | All                  | Yes     | Yes<sup>2</sup>| 0mph             | 0mph           | Toyota            |
+FrogPilot offers a wide range of customizable features that are easily toggled on or off to suit your preferences. Whether you want a completely stock openpilot experience, or want to add some fun and personal touches, FrogPilot has you covered! Some of the features include:
 
-<sup>1</sup>[Comma Pedal](https://community.comma.ai/wiki/index.php/Comma_Pedal) is used to provide stop-and-go capability to some of the openpilot-supported cars that don't currently support stop-and-go. Here is how to [build a Comma Pedal](https://medium.com/@jfrux/comma-pedal-building-with-macrofab-6328bea791e8). ***NOTE: The Comma Pedal is not officially supported by [comma.ai](https://comma.ai)***  
-<sup>2</sup>When disconnecting the Driver Support Unit (DSU), otherwise longitudinal control is stock ACC. For DSU locations, see [Toyota Wiki page](https://community.comma.ai/wiki/index.php/Toyota)  
-<sup>3</sup>[GM installation guide](https://zoneos.com/volt/).  
-<sup>4</sup>It needs an extra 120Ohm resistor ([pic1](https://i.imgur.com/CmdKtTP.jpg), [pic2](https://i.imgur.com/s2etUo6.jpg)) on bus 3 and giraffe switches set to 01X1 (11X1 for stock LKAS), where X depends on if you have the [comma power](https://comma.ai/shop/products/power/).  
-<sup>5</sup>28mph for Camry 4CYL L, 4CYL LE and 4CYL SE which don't have Full-Speed Range Dynamic Radar Cruise Control.  
-<sup>6</sup>Open sourced [Hyundai Giraffe](https://github.com/commaai/neo/tree/master/giraffe/hyundai) is designed for the 2019 Sante Fe; pinout may differ for other Hyundais.  
-<sup>7</sup>Community built Giraffe, find more information [here](https://zoneos.com/shop/).  
-<sup>8</sup>Community built Giraffe, find more information [here](https://github.com/adhintz/openpilot/wiki). Comma official Giraffe coming soon.  
+------
+⚡ **Advanced Customizations:**
 
-Community Maintained Cars
+  - "Alert Volume Controller" to set the volume level for each of of openpilot's sounds
+  - Customize the following distance and jerk values for each personality profile
+  - Fine tune your car's "Steer Ratio" to perfect your lateral control
+  - Increase the distance when stopped behind lead vehicles
+  - Increase the max set speed by a custom interval (i.e. 2, 3, 4, 5, 6, etc. instead of just 1)
+  - Select between past, present, and future openpilot driving models
+------
+🎨 **Custom Themes:**
+
+  - 🐸 Frog theme (with a bonus 🐐 sound effect)
+  - <img src="https://images.emojiterra.com/google/noto-emoji/unicode-15/color/512px/1f1f7-1f1fa.png" width="15" height="12"> Russia / Joseph Stalin theme
+  - 🔌 Tesla theme
+  - Holiday themes! Minor holidays last a day, while major holidays (Easter, Halloween, Thanksgiving, Christmas) last a week
+  - Random events triggered by specific actions while driving with openpilot
+
+  - 📢 Want to add a theme? Request one in the "feature-request" channel in the FrogPilot Discord!
+------
+🚀 **Conditional Experimental Mode:**
+
+  - Auto-activates "Experimental Mode" under several conditions, including:
+    - Approaching intersections and turns while using navigation
+    - Approaching slower vehicles to take advantage of "Experimental Mode"'s smoother braking
+    - Curve and stop light/stop sign detection
+    - Driving below a set speed
+    - Turn signal activation below 55mph for turn assistance
+------
+📊 **Developer UI:**
+
+  - Display various driving logics such as the distance, speed, and the desired following distance to your lead vehicle
+  - Lane measuring of the adjacent lanes for lane detection
+  - Tap the "VEHICLE ONLINE"/"CPU"/"GPU" gauge to toggle between CPU and GPU monitoring
+  - Tap the "CONNECT ONLINE"/"MEMORY"/"LEFT"/"USED" gauge to toggle between RAM and storage monitoring
+------
+🛠 **Device Management:**
+
+  - Adjustable screen brightness for both onroad and offroad states
+  - Adjustable screen timeout times for both onroad and offroad states
+  - Backup and restore previous versions of FrogPilot
+  - Backup and restore previous versions of toggle configurations
+  - Battery level threshold to automatically shut the device down after you car's battery falls below a set voltage limit when offroad
+  - Delete stored driving data for increased privacy/space via the "Device" panel
+  - Device can operate offline indefinitely
+  - Disable logging and/or uploading
+  - Disable uploads while onroad to help reduce data usage
+  - Flash the Panda within the "Device" menu
+  - "Standby Mode" that wakes the screen up between engagement states or when important alerts are triggered
+  - Timer to automatically shut down after going offroad
+------
+🚖 **Lateral Adjustments:**
+
+  - Activate lateral control by simply pressing the "Cruise Control" button
+  - Force comma's auto tuning for unsupported vehicles
+  - Lateral control won't disengage on gas or brake
+  - Nudgeless lane changes with lane detection to prevent driving into curbs or going offroad
+  - Pause lateral control when below a set speed
+  - Pause lateral control when pressing the brake
+  - Pause lateral control when turn signals are active
+  - Precise turns by using turn desires when below the minimum lane change speed
+  - [Twilsonco's NNFF](https://github.com/twilsonco/openpilot) for smoother steering control
+------
+🚘 **Longitudinal Adjustments:**
+
+  - Aggressive acceleration when following a lead vehicle from a stop
+  - "Map Turn Speed Controller" to slow down for curves based on stored map data
+    - With an additional toggle to fine tune the speed aggressiveness
+  - Smoother braking behind slower leads
+  - "Speed Limit Controller" to adjust your speed to the posted speed limit
+    - With additional toggles to set offsets for "0-34 mph", "35-54 mph", "55-64 mph", and "65-99 mph"
+  - "Sport" and "Eco" acceleration and deceleration profiles
+  - "Traffic Mode" tailored towards driving in traffic
+  - Tweak the lead detection threshold to detect leads sooner for smoother braking on stopped/slower vehicles
+  - "Vision Turn Speed Controller" for smoother handling of curves
+    - With additional toggles to fine tune the speed aggressiveness and curve detection sensitivity
+------
+🗺️ **Navigation:**
+
+  - 3D buildings
+  - Custom map styles
+  - Full screen map that takes up the entire screen for a more expansive map view
+  - iOS shortcuts to quickly set navigation destinations
+  - Navigate on openpilot without a comma prime subscription
+  - Offline maps
+  - "Open Street Maps" integration for speed limit control and road name view
+------
+🎮 **Onroad UI:**
+
+  - Compass that rotates according to the direction you're driving
+  - FPS counter in the screen's border
+  - Hide various UI elements on the screen for a cleaner UI
+  - Pedals on the onroad UI indicate when the gas/brake pedals are being used
+  - Road UI Customizations:
+    - Acceleration path to show the model's desired acceleration/deceleration
+    - Blind spot path when a vehicle is detected in your blind spot
+    - Increase/decrease the lane line, path, and road edge widths
+    - Path edge colors based on specific driving statuses:
+      - 🔵 Blue - Navigation active
+      - 🟦 Light Blue - "Always On Lateral" active
+      - 🟢 Green - Default
+      - 🟠 Orange - "Experimental Mode" active
+      - 🔴 Red - "Traffic Mode" active
+      - 🟡 Yellow - "Conditional Experimental Mode" overridden
+    - "Unlimited" road UI that extends out as far as the model can see
+  - Sidebar retains it's previous position between reboots/ignition cycles
+  - Steering wheel icons
+    - 📢 Request your own steering wheel icon in the "feature-request" channel!
+  - Steering wheel in the onroad UI rotates alongside your physical steering wheel
+------
+🚙 **Vehicle Specific Additions:**
+
+  - Automatic/manual fingerprint selection to force a selected fingerprint
+  - Custom longitudinal tunings for GM EVs and trucks for smoother gas and brake control
+  - Custom longitudinal tunings for Toyota/Lexus for smoother gas and brake control
+  - Disable openpilot longitudinal control to use your car's stock cruise control
+  - GM Volt support
+  - Honda Clarity support
+  - Increased torque for the Subaru Crosstrek
+  - Lock doors automatically when in the drive gear for Toyota/Lexus and unlock when in park
+  - openpilot longitudinal control for GM vehicles without ACC
+  - Pedal interceptor support for GM vehicles
+  - "Stop and Go" hack for Toyota's without stop and go functionality
+  - ZSS support for the Toyota Prius and Sienna
+------
+🚦 **Quality of Life Features:**
+
+  - Automatic updates for a completely "set and forget" experience
+  - Camera view selection
+  - Custom alerts for green lights, vehicles in blindspot, lead departing, and the current speed limit changing
+  - Display the driver camera when in reverse
+  - Driving statistics to show how many hours and miles you've driven on the home screen
+  - Fleet Manager to easily access your driving data and screen recordings
+  - Numerical temperature gauge
+  - Retain tethering status between reboots
+  - Screenrecorder
+  - Toggle "Experimental Mode" via the "Lane Departure Alert" button, holding down the "Distance" button for 0.5+ seconds, or by double tapping the screen
+
+How to Install
 ------
 
-| Make                 | Model                    | Supported Package    | Lateral | Longitudinal   | No Accel Below   | No Steer Below | Giraffe           |
-| ---------------------| -------------------------| ---------------------| --------| ---------------| -----------------| ---------------|-------------------|
-| Honda                | Fit 2018                 | Honda Sensing        | Yes     | Yes            | 25mph<sup>1</sup>| 12mph          | Inverted Nidec    |
-| Tesla                | Model S 2012             | All                  | Yes     | Not yet        | Not applicable   | 0mph           | Custom<sup>9</sup>|
-| Tesla                | Model S 2013             | All                  | Yes     | Not yet        | Not applicable   | 0mph           | Custom<sup>9</sup>|
+Easiest way to install FrogPilot is via this URL at the installation screen:
 
-[[Honda Fit Pull Request]](https://github.com/commaai/openpilot/pull/266). <br />
-[[Tesla Model S Pull Request]](https://github.com/commaai/openpilot/pull/246) <br />
-<sup>9</sup>Community built Giraffe, find more information here [Community Tesla Giraffe](https://github.com/jeankalud/neo/tree/tesla_giraffe/giraffe/tesla) <br />
-
-Community Maintained Cars are not confirmed by comma.ai to meet our [safety model](https://github.com/commaai/openpilot/blob/devel/SAFETY.md). Be extra cautious using them.
-
-In Progress Cars
-------
-- All TSS-P Toyota with Steering Assist and LSS-P Lexus with Steering Assist or Lane Keep Assist.
-  - Only remaining Toyota cars with no port yet are the Avalon and the Sienna.
-- All Hyundai with SmartSense.
-- All Kia with SCC and LKAS.
-- All Chrysler, Jeep, Fiat with Adaptive Cruise Control and LaneSense.
-
-How can I add support for my car?
-------
-
-If your car has adaptive cruise control and lane keep assist, you are in luck. Using a [panda](https://comma.ai/shop/products/panda-obd-ii-dongle/) and [cabana](https://community.comma.ai/cabana/), you can understand how to make your car drive by wire.
-
-We've written guides for [Brand](https://medium.com/@comma_ai/how-to-write-a-car-port-for-openpilot-7ce0785eda84) and [Model](https://medium.com/@comma_ai/openpilot-port-guide-for-toyota-models-e5467f4b5fe6) ports. These guides might help you after you have the basics figured out.
-
-- BMW, Audi, Volvo, and Mercedes all use [FlexRay](https://en.wikipedia.org/wiki/FlexRay) and can be supported after [FlexRay support](https://github.com/commaai/openpilot/pull/463) is merged.
-- We put time into a Ford port, but the steering has a 10 second cutout limitation that makes it unusable.
-- The 2016-2017 Honda Accord uses a custom signaling protocol for steering that's unlikely to ever be upstreamed.
-
-Directory structure
-------
-    .
-    ├── apk                 # The apk files used for the UI
-    ├── cereal              # The messaging spec used for all logs on EON
-    ├── common              # Library like functionality we've developed here
-    ├── installer/updater   # Manages auto-updates of openpilot
-    ├── opendbc             # Files showing how to interpret data from cars
-    ├── panda               # Code used to communicate on CAN and LIN
-    ├── phonelibs           # Libraries used on EON
-    ├── pyextra             # Libraries used on EON
-    └── selfdrive           # Code needed to drive the car
-        ├── assets          # Fonts and images for UI
-        ├── boardd          # Daemon to talk to the board
-        ├── can             # Helpers for parsing CAN messages
-        ├── car             # Car specific code to read states and control actuators
-        ├── common          # Shared C/C++ code for the daemons
-        ├── controls        # Perception, planning and controls
-        ├── debug           # Tools to help you debug and do car ports
-        ├── locationd       # Soon to be home of precise location
-        ├── logcatd         # Android logcat as a service
-        ├── loggerd         # Logger and uploader of car data
-        ├── mapd            # Fetches map data and computes next global path
-        ├── orbd            # Computes ORB features from frames
-        ├── proclogd        # Logs information from proc
-        ├── sensord         # IMU / GPS interface code
-        ├── test            # Car simulator running code through virtual maneuvers
-        ├── ui              # The UI
-        └── visiond         # Embedded vision pipeline
-
-To understand how the services interact, see `selfdrive/service_list.yaml`
-
-User Data / chffr Account / Crash Reporting
-------
-
-By default, openpilot creates an account and includes a client for chffr, our dashcam app. We use your data to train better models and improve openpilot for everyone.
-
-It's open source software, so you are free to disable it if you wish.
-
-It logs the road facing camera, CAN, GPS, IMU, magnetometer, thermal sensors, crashes, and operating system logs.
-The user facing camera is only logged if you explicitly opt-in in settings.
-It does not log the microphone.
-
-By using it, you agree to [our privacy policy](https://community.comma.ai/privacy.html). You understand that use of this software or its related services will generate certain types of user data, which may be logged and stored at the sole discretion of comma.ai. By accepting this agreement, you grant an irrevocable, perpetual, worldwide right to comma.ai for the use of this data.
-
-Testing on PC
-------
-
-Check out [openpilot-tools](https://github.com/commaai/openpilot-tools): lots of tools you can use to replay driving data, test and develop openpilot from your pc.
-
-Also, within openpilot there is a rudimentary infrastructure to run a basic simulation and generate a report of openpilot's behavior in different longitudinal control scenarios.
-
-```bash
-# Requires working docker
-./run_docker_tests.sh
+```
+frogpilot.download
 ```
 
-Contributing
+DO NOT install the "FrogPilot-Development" branch. I'm constantly breaking things on there, so unless you don't want to use openpilot, NEVER install it!
+
+![](https://i.imgur.com/swr0kqJ.png)
+
+Bug reports / Feature Requests
 ------
 
-We welcome both pull requests and issues on [github](http://github.com/commaai/openpilot). Bug fixes and new car ports encouraged.
+If you encounter any issues or bugs while using FrogPilot, or if you have any suggestions for new features or improvements, please don't hesitate to post about it on the Discord! I'm always looking for ways to improve the fork and provide a better experience for everyone!
 
-We also have a [bounty program](https://comma.ai/bounties.html).
+To report a bug or request a new feature, make a post in the #bug-reports or #feature-requests channel respectively on the FrogPilot Discord. Please provide as much detail as possible about the issue you're experiencing or the feature you'd like to see added. Photos, videos, log files, or other relevant information are very helpful!
 
-Want to get paid to work on openpilot? [comma.ai is hiring](https://comma.ai/jobs/)
+I will do my best to respond to bug reports and feature requests in a timely manner, but please understand that I may not be able to address every request immediately. Your feedback and suggestions are valuable, and I appreciate your help in making FrogPilot the best it can be!
+
+Discord
+------
+
+[Join the FrogPilot Community Discord!](https://discord.gg/frogpilot)
+
+Credits
+------
+
+* [AlexandreSato](https://github.com/AlexandreSato)
+* [Crwusiz](https://github.com/crwusiz)
+* [DragonPilot](https://github.com/dragonpilot-community)
+* [ErichMoraga](https://github.com/ErichMoraga)
+* [Garrettpall](https://github.com/garrettpall)
+* [Mike8643](https://github.com/mike8643)
+* [Neokii](https://github.com/Neokii)
+* [OPGM](https://github.com/opgm)
+* [OPKR](https://github.com/openpilotkr)
+* [Pfeiferj](https://github.com/pfeiferj)
+* [ServerDummy](https://github.com/ServerDummy)
+* [Twilsonco](https://github.com/twilsonco)
 
 Licensing
 ------
@@ -219,3 +223,6 @@ NO WARRANTY EXPRESSED OR IMPLIED.**
 ---
 
 <img src="https://d1qb2nb5cznatu.cloudfront.net/startups/i/1061157-bc7e9bf3b246ece7322e6ffe653f6af8-medium_jpg.jpg?buster=1458363130" width="75"></img> <img src="https://cdn-images-1.medium.com/max/1600/1*C87EjxGeMPrkTuVRVWVg4w.png" width="225"></img>
+
+![openpilot tests](https://github.com/commaai/openpilot/actions/workflows/selfdrive_tests.yaml/badge.svg)
+[![codecov](https://codecov.io/gh/commaai/openpilot/branch/master/graph/badge.svg)](https://codecov.io/gh/commaai/openpilot)

README_chffrplus.md

@@ -1,36 +0,0 @@
-Welcome to chffrplus
-======
-
-[chffrplus](https://github.com/commaai/chffrplus) is an open source dashcam.
-
-This is the shipping reference software for the comma EON Dashcam DevKit. It keeps many of the niceities of [openpilot](https://github.com/commaai/openpilot), like high quality sensors, great camera, and good autostart and stop. Though unlike openpilot, it cannot control your car. chffrplus can interface with your car through a [panda](https://shop.comma.ai/products/panda-obd-ii-dongle), but just like our dashcam app [chffr](https://getchffr.com/), it is read only.
-
-It integrates with the rest of the comma ecosystem, so you can view your drives on the [chffr](https://getchffr.com/) app for Android or iOS, and reverse engineer your car with [cabana](https://community.comma.ai/cabana/?demo=1).
-
-
-Hardware
-------
-
-Right now chffrplus supports the [EON Dashcam DevKit](https://shop.comma.ai/products/eon-dashcam-devkit) for hardware to run on.
-
-Install chffrplus on a EON device by entering ``https://chffrplus.comma.ai`` during NEOS setup.
-
-
-User Data / chffr Account / Crash Reporting
-------
-
-By default chffrplus creates an account and includes a client for chffr, our dashcam app.
-
-It's open source software, so you are free to disable it if you wish. 
-
-It logs the road facing camera, CAN, GPS, IMU, magnetometer, thermal sensors, crashes, and operating system logs.
-It does not log the user facing camera or the microphone.
-
-By using it, you agree to [our privacy policy](https://beta.comma.ai/privacy.html). You understand that use of this software or its related services will generate certain types of user data, which may be logged and stored at the sole discretion of comma.ai. By accepting this agreement, you grant an irrevocable, perpetual, worldwide right to comma.ai for the use of this data.
-
-
-Licensing
-------
-
-chffrplus is released under the MIT license.
-

RELEASES.md

@@ -1,10 +1,707 @@
+Version 0.9.7 (2024-06-13)
+========================
+* New driving model
+  * Inputs the past curvature for smoother and more accurate lateral control
+  * Simplified neural network architecture in the model's last layers
+  * Minor fixes to desire augmentation and weight decay
+* New driver monitoring model
+  * Improved end-to-end bit for phone detection
+* Adjust driving personality with the follow distance button
+* Support for hybrid variants of supported Ford models
+* Fingerprinting without the OBD-II port on all cars
+* Improved fuzzy fingerprinting for Ford and Volkswagen
+
+Version 0.9.6 (2024-02-27)
+========================
+* New driving model
+  * Vision model trained on more data
+  * Improved driving performance
+  * Directly outputs curvature for lateral control
+* New driver monitoring model
+  * Trained on larger dataset
+* Model path UI
+  * Shows where driving model wants to be
+  * Shows what model is seeing more clearly, but more jittery
+* AGNOS 9
+* comma body streaming and controls over WebRTC
+* Improved fuzzy fingerprinting for many makes and models
+* Alpha longitudinal support for new Toyota models
+* Chevrolet Equinox 2019-22 support thanks to JasonJShuler and nworb-cire!
+* Dodge Durango 2020-21 support
+* Hyundai Staria 2023 support thanks to sunnyhaibin!
+* Kia Niro Plug-in Hybrid 2022 support thanks to sunnyhaibin!
+* Lexus LC 2024 support thanks to nelsonjchen!
+* Toyota RAV4 2023-24 support
+* Toyota RAV4 Hybrid 2023-24 support
+
+Version 0.9.5 (2023-11-17)
+========================
+* New driving model
+  * Improved navigate on openpilot performance using navigation instructions as an additional model input
+  * Do lateral planning inside the model
+  * New vision transformer architecture
+* Cadillac Escalade ESV 2019 support thanks to twilsonco!
+* Hyundai Azera 2022 support thanks to sunnyhaibin!
+* Hyundai Azera Hybrid 2020 support thanks to chanhojung and haram-KONA!
+* Hyundai Custin 2023 support thanks to sunnyhaibin and Saber422!
+* Hyundai Ioniq 6 2023 support thanks to sunnyhaibin and alamo3!
+* Hyundai Kona Electric 2023 (Korean version) support thanks to sunnyhaibin and haram-KONA!
+* Kia K8 Hybrid (with HDA II) 2023 support thanks to sunnyhaibin!
+* Kia Optima Hybrid 2019 support
+* Kia Sorento Hybrid 2023 support thanks to sunnyhaibin!
+* Lexus GS F 2016 support thanks to snyperifle!
+* Lexus IS 2023 support thanks to L3R5!
+
+Version 0.9.4 (2023-07-27)
+========================
+* comma 3X support
+* Navigate on openpilot in Experimental mode
+  * When navigation has a destination, openpilot will input the map information into the model, which provides useful context to help the model understand the scene
+  * When navigating on openpilot, openpilot will keep left or right appropriately at forks and exits
+  * When navigating on openpilot, lane change behavior is unchanged and still activated by the driver
+  * When navigate on openpilot is active, the path on the map is green
+* UI updates
+  * Navigation settings moved to home screen and map
+  * Border color always shows engagement status. Blue means disengaged, green means engaged, and grey means engaged with human overriding
+  * Alerts are shown inside the border. Black means info, orange means warning, and red means critical alert
+* Bookmarked segments are preserved on the device's storage
+* Ford Focus 2018 support
+* Kia Carnival 2023 support thanks to sunnyhaibin!
+
+Version 0.9.3 (2023-06-29)
+========================
+* New driving model
+  * Improved height estimation and added height tracking in liveCalibration
+  * Model inputs refactor
+* New driving personality setting
+  * Three settings: aggressive, standard, and relaxed
+  * Standard is recommended and the default
+  * In aggressive mode, lead follow distance is shorter and acceleration response is quicker
+  * In relaxed mode, lead follow distance is longer
+* Improved fuzzy fingerprinting for Hyundai, Kia, and Genesis
+* Improved thermal management logic
+
+Version 0.9.2 (2023-05-22)
+========================
+* New driving model
+  * Reduced turn diving
+  * Trained on a new dataset
+* UI updates
+  * New experimental mode visualization
+  * Draw MPC path instead of model-predicted path
+* AGNOS 7
+  * Faster boot time
+  * Fixes rare no sounds bug
+  * Fixes bootsplash bug at extreme temperatures
+* Buick LaCrosse 2017-19 support thanks to koch-cf!
+* Chevrolet Trailblazer 2021-22 support thanks to TurboCE!
+* Ford Bronco Sport 2021-22 support
+* Ford Escape 2020-22 support
+* Ford Explorer 2020-22 support
+* Ford Kuga 2020-22 support
+* Ford Maverick 2022-23 support
+* Genesis GV80 2023 support thanks to JWingate80!
+* Honda HR-V 2023 support thanks to AlexandreSato and galegozi!
+* Kia Niro EV 2023 support thanks to JosselinLecocq!
+* Lexus ES 2017-18 support
+* Lincoln Aviator 2021 support
+* Škoda Fabia 2022-23 support thanks to jyoung8607!
+
+
+Version 0.9.1 (2023-02-28)
+========================
+* New driving model
+  * 30% improved height estimation resulting in better driving performance for tall cars
+* Driver monitoring: removed timer resetting on user interaction if distracted
+* UI updates
+  * Adjust alert volume using ambient noise level
+  * Driver monitoring icon shows driver's head pose
+  * German translation thanks to Vrabetz and CzokNorris!
+* Cadillac Escalade 2017 support thanks to rickygilleland!
+* Chevrolet Bolt EV 2022-23 support thanks to JasonJShuler!
+* Genesis GV60 2023 support thanks to sunnyhaibin!
+* Hyundai Tucson 2022-23 support
+* Kia K5 Hybrid 2020 support thanks to sunnyhaibin!
+* Kia Niro Hybrid 2023 support thanks to sunnyhaibin!
+* Kia Sorento 2022-23 support thanks to sunnyhaibin!
+* Kia Sorento Plug-in Hybrid 2022 support thanks to sunnyhaibin!
+* Toyota C-HR 2021 support thanks to eFiniLan!
+* Toyota C-HR Hybrid 2022 support thanks to Korben00!
+* Volkswagen Crafter and MAN TGE 2017-23 support thanks to jyoung8607!
+
+Version 0.9.0 (2022-11-21)
+========================
+* New driving model
+  * Internal feature space information content increased tenfold during training to ~700 bits, which makes the model dramatically more accurate
+  * Less reliance on previous frames makes model more reactive and snappy
+  * Trained in new reprojective simulator
+  * Trained in 36 hours from scratch, compared to one week for previous releases
+  * Training now simulates both lateral and longitudinal behavior, which allows openpilot to slow down for turns, stop at traffic lights, and more in experimental mode
+* Experimental driving mode
+  * End-to-end longitudinal control
+  * Stops for traffic lights and stop signs
+  * Slows down for turns
+  * openpilot defaults to chill mode, enable experimental mode in settings
+* Driver monitoring updates
+  * New bigger model with added end-to-end distracted trigger
+  * Reduced false positives during driver calibration
+* Self-tuning torque controller: learns parameters live for each car
+* Torque controller used on all Toyota, Lexus, Hyundai, Kia, and Genesis models
+* UI updates
+  * Matched speeds shown on car's dash
+  * Multi-language in navigation
+  * Improved update experience
+  * Border turns grey while overriding steering
+  * Bookmark events while driving; view them in comma connect
+  * New onroad visualization for experimental mode
+* tools: new and improved cabana thanks to deanlee!
+* Experimental longitudinal support for Volkswagen, CAN-FD Hyundai, and new GM models
+* Genesis GV70 2022-23 support thanks to zunichky and sunnyhaibin!
+* Hyundai Santa Cruz 2021-22 support thanks to sunnyhaibin!
+* Kia Sportage 2023 support thanks to sunnyhaibin!
+* Kia Sportage Hybrid 2023 support thanks to sunnyhaibin!
+* Kia Stinger 2022 support thanks to sunnyhaibin!
+
+Version 0.8.16 (2022-08-26)
+========================
+* New driving model
+  * Reduced turn cutting
+* Auto-detect right hand drive setting with driver monitoring model
+* Improved fan controller for comma three
+* New translations
+  * Japanese thanks to cydia2020!
+  * Brazilian Portuguese thanks to AlexandreSato!
+* Chevrolet Bolt EUV 2022-23 support thanks to JasonJShuler!
+* Chevrolet Silverado 1500 2020-21 support thanks to JasonJShuler!
+* GMC Sierra 1500 2020-21 support thanks to JasonJShuler!
+* Hyundai Ioniq 5 2022 support thanks to sunnyhaibin!
+* Hyundai Kona Electric 2022 support thanks to sunnyhaibin!
+* Hyundai Tucson Hybrid 2022 support thanks to sunnyhaibin!
+* Subaru Legacy 2020-22 support thanks to martinl!
+* Subaru Outback 2020-22 support
+
+Version 0.8.15 (2022-07-20)
+========================
+* New driving model
+  * Path planning uses end-to-end output instead of lane lines at all times
+  * Reduced ping pong
+  * Improved lane centering
+* New lateral controller based on physical wheel torque model
+  * Much smoother control that's consistent across the speed range
+  * Effective feedforward that uses road roll
+  * Simplified tuning, all car-specific parameters can be derived from data
+  * Used on select Toyota and Hyundai models at first
+  * Significantly improved control on TSS-P Prius
+* New driver monitoring model
+  * Bigger model, covering full interior view from driver camera
+  * Works with a wider variety of mounting angles
+  * 3x more unique comma three training data than previous
+* Navigation improvements
+  * Speed limits shown while navigating
+  * Faster position fix by using raw GPS measurements
+* UI updates
+  * Multilanguage support for settings and home screen
+  * New font
+  * Refreshed max speed design
+  * More consistent camera view perspective across cars
+* Reduced power usage: device runs cooler and fan spins less
+* AGNOS 5
+  * Support VSCode remote SSH target
+  * Support for delta updates to reduce data usage on future OS updates
+* Chrysler ECU firmware fingerprinting thanks to realfast!
+* Honda Civic 2022 support
+* Hyundai Tucson 2021 support thanks to bluesforte!
+* Kia EV6 2022 support
+* Lexus NX Hybrid 2020 support thanks to AlexandreSato!
+* Ram 1500 2019-21 support thanks to realfast!
+
+Version 0.8.14 (2022-06-01)
+========================
+ * New driving model
+   * Bigger model, using both of comma three's road-facing cameras
+   * Better at cut-in detection and tight turns
+ * New driver monitoring model
+   * Tweaked network structure to improve output resolution for DSP
+   * Fixed bug in quantization aware training to reduce quantizing errors
+   * Resulted in 7x less MSE and no more random biases at runtime
+ * Added toggle to disable disengaging on the accelerator pedal
+ * comma body support
+ * Audi RS3 support thanks to jyoung8607!
+ * Hyundai Ioniq Plug-in Hybrid 2019 support thanks to sunnyhaibin!
+ * Hyundai Tucson Diesel 2019 support thanks to sunnyhaibin!
+ * Toyota Alphard Hybrid 2021 support
+ * Toyota Avalon Hybrid 2022 support
+ * Toyota RAV4 2022 support
+ * Toyota RAV4 Hybrid 2022 support
+
+Version 0.8.13 (2022-02-18)
+========================
+ * Improved driver monitoring
+   * Re-tuned driver pose learner for relaxed driving positions
+   * Added reliance on driving model to be more scene adaptive
+   * Matched strictness between comma two and comma three
+ * Improved performance in turns by compensating for the road bank angle
+ * Improved camera focus on the comma two
+ * AGNOS 4
+   * ADB support
+   * improved cell auto configuration
+ * NEOS 19
+   * package updates
+   * stability improvements
+ * Subaru ECU firmware fingerprinting thanks to martinl!
+ * Hyundai Santa Fe Plug-in Hybrid 2022 support thanks to sunnyhaibin!
+ * Mazda CX-5 2022 support thanks to Jafaral!
+ * Subaru Impreza 2020 support thanks to martinl!
+ * Toyota Avalon 2022 support thanks to sshane!
+ * Toyota Prius v 2017 support thanks to CT921!
+ * Volkswagen Caravelle 2020 support thanks to jyoung8607!
+
+Version 0.8.12 (2021-12-15)
+========================
+ * New driving model
+   * Improved behavior around exits
+   * Better pose accuracy at high speeds, allowing max speed of 90mph
+   * Fully incorporated comma three data into all parts of training stack
+ * Improved follow distance
+ * Better longitudinal policy, especially in low speed traffic
+ * New alert sounds
+ * AGNOS 3
+   * Display burn in mitigation
+   * Improved audio amplifier configuration
+   * System reliability improvements
+   * Update Python to 3.8.10
+ * Raw logs upload moved to connect.comma.ai
+ * Fixed HUD alerts on newer Honda Bosch thanks to csouers!
+ * Audi Q3 2020-21 support thanks to jyoung8607!
+ * Lexus RC 2020 support thanks to ErichMoraga!
+
+Version 0.8.11 (2021-11-29)
+========================
+ * Support for CAN FD on the red panda
+ * Support for an external panda on the comma three
+ * Navigation: Show more detailed instructions when approaching maneuver
+ * Fixed occasional steering faults on GM cars thanks to jyoung8607!
+ * Nissan ECU firmware fingerprinting thanks to robin-reckmann, martinl, and razem-io!
+ * Cadillac Escalade ESV 2016 support thanks to Gibby!
+ * Genesis G70 2020 support thanks to tecandrew!
+ * Hyundai Santa Fe Hybrid 2022 support thanks to sunnyhaibin!
+ * Mazda CX-9 2021 support thanks to Jacar!
+ * Volkswagen Polo 2020 support thanks to jyoung8607!
+ * Volkswagen T-Roc 2021 support thanks to jyoung8607!
+
+Version 0.8.10 (2021-11-01)
+========================
+ * New driving model
+   * Trained on one million minutes!!!
+   * Fixed lead training making lead predictions significantly more accurate
+   * Fixed several localizer dataset bugs and loss function bugs, overall improved accuracy
+ * New driver monitoring model
+   * Trained on latest data from both comma two and comma three
+   * Increased model field of view by 40% on comma three
+   * Improved model stability on masked users
+   * Improved pose prediction with reworked ground-truth stack
+ * Lateral and longitudinal planning MPCs now in ACADOS
+ * Combined longitudinal MPCs
+   * All longitudinal planning now happens in a single MPC system
+   * Fixed instability in MPC problem to prevent sporadic CPU usage
+ * AGNOS 2: minor stability improvements and builder repo open sourced
+ * tools: new and improved replay thanks to deanlee!
+ * Moved community-supported cars outside of the Community Features toggle
+ * Improved FW fingerprinting reliability for Hyundai/Kia/Genesis
+ * Added prerequisites for longitudinal control on Hyundai/Kia/Genesis and Honda Bosch
+ * Audi S3 2015 support thanks to jyoung8607!
+ * Honda Freed 2020 support thanks to belm0!
+ * Hyundai Ioniq Hybrid 2020-2022 support thanks to sunnyhaibin!
+ * Hyundai Santa Fe 2022 support thanks to sunnyhaibin!
+ * Kia K5 2021 support thanks to sunnyhaibin!
+ * Škoda Kamiq 2021 support thanks to jyoung8607!
+ * Škoda Karoq 2019 support thanks to jyoung8607!
+ * Volkswagen Arteon 2021 support thanks to jyoung8607!
+ * Volkswagen California 2021 support thanks to jyoung8607!
+ * Volkswagen Taos 2022 support thanks to jyoung8607!
+
+Version 0.8.9 (2021-09-14)
+========================
+ * Improved fan control on comma three
+ * AGNOS 1.5: improved stability
+ * Honda e 2020 support
+
+Version 0.8.8 (2021-08-27)
+========================
+ * New driving model with improved laneless performance
+   * Trained on 5000+ hours of diverse driving data from 3000+ users in 40+ countries
+   * Better anti-cheating methods during simulator training ensure the model hugs less when in laneless mode
+   * All new desire ground-truthing stack makes the model better at lane changes
+ * New driver monitoring model: improved performance on comma three
+ * NEOS 18 for comma two: update packages
+ * AGNOS 1.3 for comma three: fix display init at high temperatures
+ * Improved auto-exposure on comma three
+ * Improved longitudinal control on Honda Nidec cars
+ * Hyundai Kona Hybrid 2020 support thanks to haram-KONA!
+ * Hyundai Sonata Hybrid 2021 support thanks to Matt-Wash-Burn!
+ * Kia Niro Hybrid 2021 support thanks to tetious!
+
+Version 0.8.7 (2021-07-31)
+========================
+ * comma three support!
+ * Navigation alpha for the comma three!
+ * Volkswagen T-Cross 2021 support thanks to jyoung8607!
+
+Version 0.8.6 (2021-07-21)
+========================
+ * Revamp lateral and longitudinal planners
+   * Refactor planner output API to be more readable and verbose
+   * Planners now output desired trajectories for speed, acceleration, curvature, and curvature rate
+   * Use MPC for longitudinal planning when no lead car is present, makes accel and decel smoother
+ * Remove "CHECK DRIVER FACE VISIBILITY" warning
+ * Fixed cruise fault on some TSS2.5 Camrys and international Toyotas
+ * Hyundai Elantra Hybrid 2021 support thanks to tecandrew!
+ * Hyundai Ioniq PHEV 2020 support thanks to YawWashout!
+ * Kia Niro Hybrid 2019 support thanks to jyoung8607!
+ * Škoda Octavia RS 2016 support thanks to jyoung8607!
+ * Toyota Alphard 2020 support thanks to belm0!
+ * Volkswagen Golf SportWagen 2015 support thanks to jona96!
+ * Volkswagen Touran 2017 support thanks to jyoung8607!
+
+Version 0.8.5 (2021-06-11)
+========================
+ * NEOS update: improved reliability and stability with better voltage regulator configuration
+ * Smart model-based Forward Collision Warning
+ * CAN-based fingerprinting moved behind community features toggle
+ * Improved longitudinal control on Toyotas with a comma pedal
+ * Improved auto-brightness using road-facing camera
+ * Added "Software" settings page with updater controls
+ * Audi Q2 2018 support thanks to jyoung8607!
+ * Hyundai Elantra 2021 support thanks to CruiseBrantley!
+ * Lexus UX Hybrid 2019-2020 support thanks to brianhaugen2!
+ * Toyota Avalon Hybrid 2019 support thanks to jbates9011!
+ * SEAT Leon 2017 & 2020 support thanks to jyoung8607!
+ * Škoda Octavia 2015 & 2019 support thanks to jyoung8607!
+
+Version 0.8.4 (2021-05-17)
+========================
+ * Delay controls start until system is ready
+ * Fuzzy car identification, enabled with Community Features toggle
+ * Localizer optimized for increased precision and less CPU usage
+ * Re-tuned lateral control to be more aggressive when model is confident
+ * Toyota Mirai 2021 support
+ * Lexus NX 300 2020 support thanks to goesreallyfast!
+ * Volkswagen Atlas 2018-19 support thanks to jyoung8607!
+
+Version 0.8.3 (2021-04-01)
+========================
+ * New model
+   * Trained on new diverse dataset from 2000+ users from 30+ countries
+   * Trained with improved segnet from the comma-pencil community project
+   * 🥬 Dramatically improved end-to-end lateral performance 🥬
+ * Toggle added to disable the use of lanelines
+ * NEOS update: update packages and support for new UI
+ * New offroad UI based on Qt
+ * Default SSH key only used for setup
+ * Kia Ceed 2019 support thanks to ZanZaD13!
+ * Kia Seltos 2021 support thanks to speedking456!
+ * Added support for many Volkswagen and Škoda models thanks to jyoung8607!
+
+Version 0.8.2 (2021-02-26)
+========================
+ * Use model points directly in MPC (no more polyfits), making lateral planning more accurate
+ * Use model heading prediction for smoother lateral control
+ * Smarter actuator delay compensation
+ * Improve qcamera resolution for improved video in explorer and connect
+ * Adjust maximum engagement speed to better fit the model's training distribution
+ * New driver monitoring model trained with 3x more diverse data
+ * Improved face detection with masks
+ * More predictable DM alerts when visibility is bad
+ * Rewritten video streaming between openpilot processes
+ * Improved longitudinal tuning on TSS2 Corolla and Rav4 thanks to briskspirit!
+ * Audi A3 2015 and 2017 support thanks to keeleysam!
+ * Nissan Altima 2020 support thanks to avolmensky!
+ * Lexus ES Hybrid 2018 support thanks to TheInventorMan!
+ * Toyota Camry Hybrid 2021 support thanks to alancyau!
+
+Version 0.8.1 (2020-12-21)
+========================
+ * Original EON is deprecated, upgrade to comma two
+ * Better model performance in heavy rain
+ * Better lane positioning in turns
+ * Fixed bug where model would cut turns on empty roads at night
+ * Fixed issue where some Toyotas would not completely stop thanks to briskspirit!
+ * Toyota Camry 2021 with TSS2.5 support
+ * Hyundai Ioniq Electric 2020 support thanks to baldwalker!
+
+Version 0.8.0 (2020-11-30)
+========================
+ * New driving model: fully 3D and improved cut-in detection
+ * UI draws 2 road edges, 4 lanelines and paths in 3D
+ * Major fixes to cut-in detection for openpilot longitudinal
+ * Grey panda is no longer supported, upgrade to comma two or black panda
+ * Lexus NX 2018 support thanks to matt12eagles!
+ * Kia Niro EV 2020 support thanks to nickn17!
+ * Toyota Prius 2021 support thanks to rav4kumar!
+ * Improved lane positioning with uncertain lanelines, wide lanes and exits
+ * Improved lateral control for Prius and Subaru
+
+Version 0.7.10 (2020-10-29)
+========================
+ * Grey panda is deprecated, upgrade to comma two or black panda
+ * NEOS update: update to Python 3.8.2 and lower CPU frequency
+ * Improved thermals due to reduced CPU frequency
+ * Update SNPE to 1.41.0
+ * Reduced offroad power consumption
+ * Various system stability improvements
+ * Acura RDX 2020 support thanks to csouers!
+
+Version 0.7.9 (2020-10-09)
+========================
+ * Improved car battery power management
+ * Improved updater robustness
+ * Improved realtime performance
+ * Reduced UI and modeld lags
+ * Increased torque on 2020 Hyundai Sonata and Palisade
+
+Version 0.7.8 (2020-08-19)
+========================
+ * New driver monitoring model: improved face detection and better compatibility with sunglasses
+ * Download NEOS operating system updates in the background
+ * Improved updater reliability and responsiveness
+ * Hyundai Kona 2020, Veloster 2019, and Genesis G70 2018 support thanks to xps-genesis!
+
+Version 0.7.7 (2020-07-20)
+========================
+ * White panda is no longer supported, upgrade to comma two or black panda
+ * Improved vehicle model estimation using high precision localizer
+ * Improved thermal management on comma two
+ * Improved autofocus for road-facing camera
+ * Improved noise performance for driver-facing camera
+ * Block lane change start using blindspot monitor on select Toyota, Hyundai, and Subaru
+ * Fix GM ignition detection
+ * Code cleanup and smaller release sizes
+ * Hyundai Sonata 2020 promoted to officially supported car
+ * Hyundai Ioniq Electric Limited 2019 and Ioniq SE 2020 support thanks to baldwalker!
+ * Subaru Forester 2019 and Ascent 2019 support thanks to martinl!
+
+Version 0.7.6.1 (2020-06-16)
+========================
+ * Hotfix: update kernel on some comma twos (orders #8570-#8680)
+
+Version 0.7.6 (2020-06-05)
+========================
+ * White panda is deprecated, upgrade to comma two or black panda
+ * 2017 Nissan X-Trail, 2018-19 Leaf and 2019 Rogue support thanks to avolmensky!
+ * 2017 Mazda CX-5 support in dashcam mode thanks to Jafaral!
+ * Huge CPU savings in modeld by using thneed!
+ * Lots of code cleanup and refactors
+
+Version 0.7.5 (2020-05-13)
+========================
+ * Right-Hand Drive support for both driving and driver monitoring!
+ * New driving model: improved at sharp turns and lead speed estimation
+ * New driver monitoring model: overall improvement on comma two
+ * Driver camera preview in settings to improve mounting position
+ * Added support for many Hyundai, Kia, Genesis models thanks to xx979xx!
+ * Improved lateral tuning for 2020 Toyota Rav 4 (hybrid)
+
+Version 0.7.4 (2020-03-20)
+========================
+ * New driving model: improved lane changes and lead car detection
+ * Improved driver monitoring model: improve eye detection
+ * Improved calibration stability
+ * Improved lateral control on some 2019 and 2020 Toyota Prius
+ * Improved lateral control on VW Golf: 20% more steering torque
+ * Fixed bug where some 2017 and 2018 Toyota C-HR would use the wrong steering angle sensor
+ * Support for Honda Insight thanks to theantihero!
+ * Code cleanup in car abstraction layers and ui
+
+Version 0.7.3 (2020-02-21)
+========================
+ * Support for 2020 Highlander thanks to che220!
+ * Support for 2018 Lexus NX 300h thanks to kengggg!
+ * Speed up ECU firmware query
+ * Fix bug where manager would sometimes hang after shutting down the car
+
+Version 0.7.2 (2020-02-07)
+========================
+ * ECU firmware version based fingerprinting for Honda & Toyota
+ * New driving model: improved path prediction during turns and lane changes and better lead speed tracking
+ * Improve driver monitoring under extreme lighting and add low accuracy alert
+ * Support for 2019 Rav4 Hybrid thanks to illumiN8i!
+ * Support for 2016, 2017 and 2020 Lexus RX thanks to illumiN8i!
+ * Support for 2020 Chrysler Pacifica Hybrid thanks to adhintz!
+
+Version 0.7.1 (2020-01-20)
+========================
+ * comma two support!
+ * Lane Change Assist above 45 mph!
+ * Replace zmq with custom messaging library, msgq!
+ * Supercombo model: calibration and driving models are combined for better lead estimate
+ * More robust updater thanks to jyoung8607! Requires NEOS update
+ * Improve low speed ACC tuning
+
+Version 0.7 (2019-12-13)
+========================
+ * Move to SCons build system!
+ * Add Lane Departure Warning (LDW) for all supported vehicles!
+ * NEOS update: increase wifi speed thanks to jyoung8607!
+ * Adaptive driver monitoring based on scene
+ * New driving model trained end-to-end: improve lane lines and lead detection
+ * Smarter torque limit alerts for all cars
+ * Improve GM longitudinal control: proper computations for 15Hz radar
+ * Move GM port, Toyota with DSU removed, comma pedal in community features; toggle switch required
+ * Remove upload over cellular toggle: only upload qlog and qcamera files if not on wifi
+ * Refactor Panda code towards ISO26262 and SIL2 compliance
+ * Forward stock FCW for Honda Nidec
+ * Volkswagen port now standard: comma Harness intercepts stock camera
+
+Version 0.6.6 (2019-11-05)
+========================
+ * Volkswagen support thanks to jyoung8607!
+ * Toyota Corolla Hybrid with TSS 2.0 support thanks to u8511049!
+ * Lexus ES with TSS 2.0 support thanks to energee!
+ * Fix GM ignition detection and lock safety mode not required anymore
+ * Log panda firmware and dongle ID thanks to martinl!
+ * New driving model: improve path prediction and lead detection
+ * New driver monitoring model, 4x smaller and running on DSP
+ * Display an alert and don't start openpilot if panda has wrong firmware
+ * Fix bug preventing EON from terminating processes after a drive
+ * Remove support for Toyota giraffe without the 120Ohm resistor
+
+Version 0.6.5 (2019-10-07)
+========================
+ * NEOS update: upgrade to Python3 and new installer!
+ * comma Harness support!
+ * New driving model: improve path prediction
+ * New driver monitoring model: more accurate face and eye detection
+ * Redesign offroad screen to display updates and alerts
+ * Increase maximum allowed acceleration
+ * Prevent car 12V battery drain by cutting off EON charge after 3 days of no drive
+ * Lexus CT Hybrid support thanks to thomaspich!
+ * Louder chime for critical alerts
+ * Add toggle to switch to dashcam mode
+ * Fix "invalid vehicle params" error on DSU-less Toyota
+
+Version 0.6.4 (2019-09-08)
+========================
+ * Forward stock AEB for Honda Nidec
+ * Improve lane centering on banked roads
+ * Always-on forward collision warning
+ * Always-on driver monitoring, except for right hand drive countries
+ * Driver monitoring learns the user's normal driving position
+ * Honda Fit support thanks to energee!
+ * Lexus IS support
+
+Version 0.6.3 (2019-08-12)
+========================
+ * Alert sounds from EON: requires NEOS update
+ * Improve driver monitoring: eye tracking and improved awareness logic
+ * Improve path prediction with new driving model
+ * Improve lane positioning with wide lanes and exits
+ * Improve lateral control on RAV4
+ * Slow down for turns using model
+ * Open sourced regression test to verify outputs against reference logs
+ * Open sourced regression test to sanity check all car models
+
+Version 0.6.2 (2019-07-29)
+========================
+ * New driving model!
+ * Improve lane tracking with double lines
+ * Strongly improve stationary vehicle detection
+ * Strongly reduce cases of braking due to false leads
+ * Better lead tracking around turns
+ * Improve cut-in prediction by using neural network
+ * Improve lateral control on Toyota Camry and C-HR thanks to zorrobyte!
+ * Fix unintended openpilot disengagements on Jeep thanks to adhintz!
+ * Fix delayed transition to offroad when car is turned off
+
+Version 0.6.1 (2019-07-21)
+========================
+ * Remote SSH with comma prime and [ssh.comma.ai](https://ssh.comma.ai)
+ * Panda code Misra-c2012 compliance, tested against cppcheck coverage
+ * Lockout openpilot after 3 terminal alerts for driver distracted or unresponsive
+ * Toyota Sienna support thanks to wocsor!
+
+Version 0.6 (2019-07-01)
+========================
+ * New model, with double the pixels and ten times the temporal context!
+ * Car should not take exits when in the right lane
+ * openpilot uses only ~65% of the CPU (down from 75%)
+ * Routes visible in connect/explorer after only 0.2% is uploaded (qlogs)
+ * loggerd and sensord are open source, every line of openpilot is now open
+ * Panda safety code is MISRA compliant and ships with a signed version on release2
+ * New NEOS is 500MB smaller and has a reproducible usr/pipenv
+ * Lexus ES Hybrid support thanks to wocsor!
+ * Improve tuning for supported Toyota with TSS 2.0
+ * Various other stability improvements
+
+Version 0.5.13 (2019-05-31)
+==========================
+ * Reduce panda power consumption by 70%, down to 80mW, when car is off (not for GM)
+ * Reduce EON power consumption by 40%, down to 1100mW, when car is off
+ * Reduce CPU utilization by 20% and improve stability
+ * Temporarily remove mapd functionalities to improve stability
+ * Add openpilot record-only mode for unsupported cars
+ * Synchronize controlsd to pandad to reduce latency
+ * Remove panda support for Subaru giraffe
+
+Version 0.5.12 (2019-05-16)
+==========================
+ * Improve lateral control for the Prius and Prius Prime
+ * Compress logs before writing to disk
+ * Remove old driving data when storage reaches 90% full
+ * Fix small offset in following distance
+ * Various small CPU optimizations
+ * Improve offroad power consumption: require NEOS Update
+ * Add default speed limits for Estonia thanks to martinl!
+ * Subaru Crosstrek support thanks to martinl!
+ * Toyota Avalon support thanks to njbrown09!
+ * Toyota Rav4 with TSS 2.0 support thanks to wocsor!
+ * Toyota Corolla with TSS 2.0 support thanks to wocsor!
+
+Version 0.5.11 (2019-04-17)
+========================
+ * Add support for Subaru
+ * Reduce panda power consumption by 60% when car is off
+ * Fix controlsd lag every 6 minutes. This would sometimes cause disengagements
+ * Fix bug in controls with new angle-offset learner in MPC
+ * Reduce cpu consumption of ubloxd by rewriting it in C++
+ * Improve driver monitoring model and face detection
+ * Improve performance of visiond and ui
+ * Honda Passport 2019 support
+ * Lexus RX Hybrid 2019 support thanks to schomems!
+ * Improve road selection heuristic in mapd
+ * Add Lane Departure Warning to dashboard for Toyota thanks to arne182
+
+Version 0.5.10 (2019-03-19)
+========================
+ * Self-tuning vehicle parameters: steering offset, tire stiffness and steering ratio
+ * Improve longitudinal control at low speed when lead vehicle harshly decelerates
+ * Fix panda bug going unexpectedly in DCP mode when EON is connected
+ * Reduce white panda power consumption by 500mW when EON is disconnected by turning off WIFI
+ * New Driver Monitoring Model
+ * Support QR codes for login using comma connect
+ * Refactor comma pedal FW and use CRC-8 checksum algorithm for safety. Reflashing pedal is required.
+   Please see `#hw-pedal` on [discord](discord.comma.ai) for assistance updating comma pedal.
+ * Additional speed limit rules for Germany thanks to arne182
+ * Allow negative speed limit offsets
+
+Version 0.5.9 (2019-02-10)
+========================
+ * Improve calibration using a dedicated neural network
+ * Abstract planner in its own process to remove lags in controls process
+ * Improve speed limits with country/region defaults by road type
+ * Reduce mapd data usage with gzip thanks to eFiniLan
+ * Zip log files in the background to reduce disk usage
+ * Kia Optima support thanks to emmertex!
+ * Buick Regal 2018 support thanks to HOYS!
+ * Comma pedal support for Toyota thanks to wocsor! Note: tuning needed and not maintained by comma
+ * Chrysler Pacifica and Jeep Grand Cherokee support thanks to adhintz!
+
 Version 0.5.8 (2019-01-17)
 ========================
  * Open sourced visiond
  * Auto-slowdown for upcoming turns
  * Chrysler/Jeep/Fiat support thanks to adhintz!
  * Honda Civic 2019 support thanks to csouers!
- * Improved use of car display in Toyota thanks to arne182!
+ * Improve use of car display in Toyota thanks to arne182!
  * No data upload when connected to Android or iOS hotspots and "Enable Upload Over Cellular" setting is off
  * EON stops charging when 12V battery drops below 11.8V
 
@@ -238,96 +935,96 @@ Version 0.3.4 (2017-07-28)
 
 Version 0.3.3  (2017-06-28)
 ===========================
-  * Improved model trained on more data
-  * Alpha CR-V support thanks to energee and johnnwvs!
-  * Using the opendbc project for DBC files
-  * Minor performance improvements
-  * UI update thanks to pjlao307
-  * Power off button
-  * 6% more torque on the Civic
+ * Improved model trained on more data
+ * Alpha CR-V support thanks to energee and johnnwvs!
+ * Using the opendbc project for DBC files
+ * Minor performance improvements
+ * UI update thanks to pjlao307
+ * Power off button
+ * 6% more torque on the Civic
 
 Version 0.3.2  (2017-05-22)
 ===========================
-  * Minor stability bugfixes
-  * Added metrics and rear view mirror disable to settings
-  * Update model with more crowdsourced data
+ * Minor stability bugfixes
+ * Added metrics and rear view mirror disable to settings
+ * Update model with more crowdsourced data
 
 Version 0.3.1  (2017-05-17)
 ===========================
-  * visiond stability bugfix
-  * Add logging for angle and flashing
+ * visiond stability bugfix
+ * Add logging for angle and flashing
 
 Version 0.3.0  (2017-05-12)
 ===========================
-  * Add CarParams struct to improve the abstraction layer
-  * Refactor visiond IPC to support multiple clients
-  * Add raw GPS and beginning support for navigation
-  * Improve model in visiond using crowdsourced data
-  * Add improved system logging to diagnose instability
-  * Rewrite baseui in React Native
-  * Moved calibration to the cloud
+ * Add CarParams struct to improve the abstraction layer
+ * Refactor visiond IPC to support multiple clients
+ * Add raw GPS and beginning support for navigation
+ * Improve model in visiond using crowdsourced data
+ * Add improved system logging to diagnose instability
+ * Rewrite baseui in React Native
+ * Moved calibration to the cloud
 
 Version 0.2.9  (2017-03-01)
 ===========================
-  * Retain compatibility with NEOS v1
+ * Retain compatibility with NEOS v1
 
 Version 0.2.8  (2017-02-27)
 ===========================
-  * Fix bug where frames were being dropped in minute 71
+ * Fix bug where frames were being dropped in minute 71
 
 Version 0.2.7  (2017-02-08)
 ===========================
-  * Better performance and pictures at night
-  * Fix ptr alignment issue in boardd
-  * Fix brake error light, fix crash if too cold
+ * Better performance and pictures at night
+ * Fix ptr alignment issue in pandad
+ * Fix brake error light, fix crash if too cold
 
 Version 0.2.6  (2017-01-31)
 ===========================
-  * Fix bug in visiond model execution
+ * Fix bug in visiond model execution
 
 Version 0.2.5  (2017-01-30)
 ===========================
-  * Fix race condition in manager
+ * Fix race condition in manager
 
 Version 0.2.4  (2017-01-27)
 ===========================
-  * OnePlus 3T support
-  * Enable installation as NEOS app
-  * Various minor bugfixes
+ * OnePlus 3T support
+ * Enable installation as NEOS app
+ * Various minor bugfixes
 
 Version 0.2.3  (2017-01-11)
 ===========================
-  * Reduce space usage by 80%
-  * Add better logging
-  * Add Travis CI
+ * Reduce space usage by 80%
+ * Add better logging
+ * Add Travis CI
 
 Version 0.2.2  (2017-01-10)
 ===========================
-  * Board triggers started signal on CAN messages
-  * Improved autoexposure
-  * Handle out of space, improve upload status
+ * Board triggers started signal on CAN messages
+ * Improved autoexposure
+ * Handle out of space, improve upload status
 
 Version 0.2.1  (2016-12-14)
 ===========================
-  * Performance improvements, removal of more numpy
-  * Fix boardd process priority
-  * Make counter timer reset on use of steering wheel
+ * Performance improvements, removal of more numpy
+ * Fix pandad process priority
+ * Make counter timer reset on use of steering wheel
 
 Version 0.2  (2016-12-12)
 =========================
-  * Car/Radar abstraction layers have shipped, see cereal/car.capnp
-  * controlsd has been refactored
-  * Shipped plant model and testing maneuvers
-  * visiond exits more gracefully now
-  * Hardware encoder in visiond should always init
-  * ui now turns off the screen after 30 seconds
-  * Switch to openpilot release branch for future releases
-  * Added preliminary Docker container to run tests on PC
+ * Car/Radar abstraction layers have shipped, see cereal/car.capnp
+ * controlsd has been refactored
+ * Shipped plant model and testing maneuvers
+ * visiond exits more gracefully now
+ * Hardware encoder in visiond should always init
+ * ui now turns off the screen after 30 seconds
+ * Switch to openpilot release branch for future releases
+ * Added preliminary Docker container to run tests on PC
 
 Version 0.1  (2016-11-29)
 =========================
-  * Initial release of openpilot
-  * Adaptive cruise control is working
-  * Lane keep assist is working
-  * Support for Acura ILX 2016 with AcuraWatch Plus
-  * Support for Honda Civic 2016 Touring Edition
+ * Initial release of openpilot
+ * Adaptive cruise control is working
+ * Lane keep assist is working
+ * Support for Acura ILX 2016 with AcuraWatch Plus
+ * Support for Honda Civic 2016 Touring Edition

SAFETY.md

@@ -1,109 +0,0 @@
-openpilot Safety
-======
-
-openpilot is an Adaptive Cruise Control (ACC) and Lane Keeping Assist (LKA) system. 
-Like other ACC and LKA systems, openpilot requires the driver to be alert and to 
-pay attention at all times. We repeat, **driver alertness is necessary, but not 
-sufficient, for openpilot to be used safely**.
-
-In order to enforce driver alertness, openpilot includes a driver monitoring feature
-that alerts the driver when distracted.
-
-However, even with an attentive driver, we must make further efforts for the system to be
-safe. We have designed openpilot with two other safety considerations.
-
-1. The driver must always be capable to immediately retake manual control of the vehicle, 
-   by stepping on either pedal or by pressing the cancel button.
-2. The vehicle must not alter its trajectory too quickly for the driver to safely
-   react. This means that while the system is engaged, the actuators are constrained
-   to operate within reasonable limits.
-
-Following are details of the car specific safety implementations:
-
-Honda/Acura
-------
-
-  - While the system is engaged, gas, brake and steer commands are subject to the same limits used by
-    the stock system.
-
-  - Without an interceptor, the gas is controlled by the Powertrain Control Module (PCM). 
-    The PCM limits acceleration to what is reasonable for a cruise control system.  With an
-    interceptor, the gas is clipped to 60%.
-
-  - The brake is controlled by the 0x1FA CAN message. This message allows full
-    braking, although the panda firmware and openpilot clip it to 1/4th of the max.
-    This is approximately 0.3g of braking.
-
-  - Steering is controlled by the 0xE4 CAN message. The Electronic Power Steering (EPS) 
-    controller in the car limits the torque to a very small amount, so regardless of the 
-    message, the controller cannot jerk the wheel.
-
-  - Brake and gas pedal pressed signals are contained in the 0x17C CAN message. A rising edge of
-    either signals triggers a disengagement, which is enforced by the panda firmware and by openpilot. The
-    white led on the panda signifies if the panda is allowing control messages.
-
-  - Honda CAN uses both a counter and a checksum to ensure integrity and prevent
-    replay of the same message.
-
-Toyota/Lexus
-------
-
-  - While the system is engaged, gas, brake and steer commands are subject to the same limits used by
-    the stock system.
-
-  - With the stock Driving Support Unit (DSU) connected (or in DSU-less models like Camry and C-HR),
-    the acceleration is controlled by the stock system and is subject to the stock adaptive cruise
-    control limits. Without the stock DSU connected, the acceleration command is controlled by the
-    0x343 CAN message and its value is limited between .3g of deceleration and .15g of acceleration
-    by the panda firmware and by openpilot. The acceleration command is ignored by the Engine Control
-    Module (ECM) while the cruise control system is disengaged.
-
-  - Steering torque is controlled through the 0x2E4 CAN message and it's limited by the panda firmware and by
-    openpilot to a value between -1500 and 1500. In addition, the vehicle EPS unit will not respond to
-    commands outside these limits.  A steering torque rate limit is enforced by the panda firmware and by
-    openpilot, so that the commanded steering torque must rise from 0 to max value no faster than
-    1.5s. Commanded steering torque is limited by the panda firmware and by openpilot to be no more than 350
-    units above the actual EPS generated motor torque to ensure limited differences between
-    commanded and actual torques.
-
-  - Brake and gas pedal pressed signals are contained in the 0x224 and 0x1D2 CAN messages,
-    respectively. A rising edge of either signals triggers a disengagement, which is enforced by the
-    panda firmware and by openpilot. Additionally, the cruise control system disengages on the rising edge of
-    the brake pedal pressed signal.
-
-  - The cruise control system state is contained in the 0x1D2 message. No control messages are
-    allowed if the cruise control system is not active. This is enforced by openpilot and the
-    panda firmware. The white led on the panda signifies if the panda is allowing control messages.
-
-GM/Chevrolet
-------
-
-  - While the system is engaged, gas, brake and steer commands are subject to the same limits used by
-    the stock system.
-
-  - The gas and regen are controlled by the 0x2CB message and it's limited by the panda firmware and by
-    openpilot to a value between 1404 and 3072. the minimum value correspond to a mild decel due to regen,
-    while 3072 correspond to approximately 0.18g of acceleration from stop.
-
-  - The friction brakes are controlled by the 0x315 message and its value is limited by the panda firmware
-    and openpilot to 350. This is approximately 0.3g of braking.
-
-  - Steering torque is controlled through the 0x180 CAN message and it's limited by the panda firmware and by
-    openpilot to a value between -255 and 255. In addition, the vehicle EPS unit will not fault when
-    commands outside these limits.  A steering torque rate limit is enforced by the panda firmware and by
-    openpilot, so that the commanded steering torque must rise from 0 to max value no faster than
-    0.75s. Commanded steering torque is gradually limited by the panda firmware and by openpilot if the driver's
-    torque exceeds 12 units in the opposite dicrection to ensure limited applied torque against the
-    driver's will.
-
-  - Brake pedal and gas pedal potentiometer signals are contained in the 0xF1 and 0x1A1 CAN messages,
-    respectively. A rising edge of either signals triggers a disengagement, which is enforced by the
-    panda firmware and by openpilot. Additionally, the cruise control system disengages on the rising edge of
-    the brake pedal pressed signal. The regen paddle pressed signal is in the 0xBD message. When the
-    regen paddle is pressed, a disengagement is enforced by both the firmware and by openpilot.
-
-  - GM CAN uses both a counter and a checksum to ensure integrity and prevent
-    replay of the same message.
-
-**Extra note"**: comma.ai strongly discourages the use of openpilot forks with safety code either missing or
-  not fully meeting the above requirements.

SECURITY.md

@@ -0,0 +1,5 @@
+# Security Policy
+
+## Reporting a Vulnerability
+
+Suspected vulnerabilities can be reported to both `adeeb@comma.ai` and `security@comma.ai`.

cereal/.gitignore

@@ -1,3 +0,0 @@
-gen
-node_modules
-package-lock.json

cereal/Makefile

@@ -1,62 +0,0 @@
-PWD := $(shell pwd)
-
-SRCS := log.capnp car.capnp
-
-GENS := gen/cpp/car.capnp.c++ gen/cpp/log.capnp.c++
-JS := gen/js/car.capnp.js gen/js/log.capnp.js
-
-UNAME_M ?= $(shell uname -m)
-# only generate C++ for docker tests
-ifneq ($(OPTEST),1)
-	GENS += gen/c/car.capnp.c gen/c/log.capnp.c gen/c/include/c++.capnp.h gen/c/include/java.capnp.h
-
-	ifeq ($(UNAME_M),x86_64)
-		ifneq (, $(shell which capnpc-java))
-			GENS += gen/java/Car.java gen/java/Log.java
-    else
-      $(warning capnpc-java not found, skipping java build)
-		endif
-	endif
-
-endif
-
-ifeq ($(UNAME_M),aarch64)
-	CAPNPC=PATH=$(PWD)/../phonelibs/capnp-cpp/aarch64/bin/:$$PATH capnpc
-else
-	CAPNPC=capnpc
-endif
-
-.PHONY: all
-all: $(GENS)
-js: $(JS)
-
-.PHONY: clean
-clean:
-	rm -rf gen
-	rm -rf node_modules
-	rm -rf package-lock.json
-
-gen/c/%.capnp.c: %.capnp
-	@echo "[ CAPNPC C ] $@"
-	mkdir -p gen/c/
-	$(CAPNPC) '$<' -o c:gen/c/
-
-gen/js/%.capnp.js: %.capnp
-	@echo "[ CAPNPC JavaScript ] $@"
-	mkdir -p gen/js/
-	sh ./generate_javascript.sh
-
-gen/cpp/%.capnp.c++: %.capnp
-	@echo "[ CAPNPC C++ ] $@"
-	mkdir -p gen/cpp/
-	$(CAPNPC) '$<' -o c++:gen/cpp/
-
-gen/java/Car.java gen/java/Log.java: $(SRCS)
-	@echo "[ CAPNPC java ] $@"
-	mkdir -p gen/java/
-	$(CAPNPC) $^ -o java:gen/java
-
-# c-capnproto needs some empty headers
-gen/c/include/c++.capnp.h gen/c/include/java.capnp.h:
-	mkdir -p gen/c/include
-	touch '$@'

cereal/README.md

@@ -0,0 +1,60 @@
+# What is cereal? [![cereal tests](https://github.com/commaai/cereal/workflows/tests/badge.svg?event=push)](https://github.com/commaai/cereal/actions) [![codecov](https://codecov.io/gh/commaai/cereal/branch/master/graph/badge.svg)](https://codecov.io/gh/commaai/cereal)
+
+cereal is both a messaging spec for robotics systems as well as generic high performance IPC pub sub messaging with a single publisher and multiple subscribers.
+
+Imagine this use case:
+* A sensor process reads gyro measurements directly from an IMU and publishes a `sensorEvents` packet
+* A calibration process subscribes to the `sensorEvents` packet to use the IMU
+* A localization process subscribes to the `sensorEvents` packet to use the IMU also
+
+
+## Messaging Spec
+
+You'll find the message types in [log.capnp](log.capnp). It uses [Cap'n proto](https://capnproto.org/capnp-tool.html) and defines one struct called `Event`.
+
+All `Events` have a `logMonoTime` and a `valid`. Then a big union defines the packet type.
+
+### Best Practices
+
+- **All fields must describe quantities in SI units**, unless otherwise specified in the field name.
+- In the context of the message they are in, field names should be completely unambiguous.
+- All values should be easy to plot and be human-readable with minimal parsing.
+
+### Maintaining backwards-compatibility
+
+When making changes to the messaging spec you want to maintain backwards-compatibility, such that old logs can
+be parsed with a new version of cereal. Adding structs and adding members to structs is generally safe, most other
+things are not. Read more details [here](https://capnproto.org/language.html).
+
+### Custom forks
+
+Forks of [openpilot](https://github.com/commaai/openpilot) might want to add things to the messaging
+spec, however this could conflict with future changes made in mainline cereal/openpilot. Rebasing against mainline openpilot
+then means breaking backwards-compatibility with all old logs of your fork. So we added reserved events in
+[custom.capnp](custom.capnp) that we will leave empty in mainline cereal/openpilot. **If you only modify those, you can ensure your
+fork will remain backwards-compatible with all versions of mainline cereal/openpilot and your fork.**
+
+## Pub Sub Backends
+
+cereal supports two backends, one based on [zmq](https://zeromq.org/) and another called [msgq](messaging/msgq.cc), a custom pub sub based on shared memory that doesn't require the bytes to pass through the kernel.
+
+Example
+---
+```python
+import cereal.messaging as messaging
+
+# in subscriber
+sm = messaging.SubMaster(['sensorEvents'])
+while 1:
+  sm.update()
+  print(sm['sensorEvents'])
+
+```
+
+```python
+# in publisher
+pm = messaging.PubMaster(['sensorEvents'])
+dat = messaging.new_message('sensorEvents', size=1)
+dat.sensorEvents[0] = {"gyro": {"v": [0.1, -0.1, 0.1]}}
+pm.send('sensorEvents', dat)
+```

cereal/__init__.py

@@ -6,3 +6,4 @@ capnp.remove_import_hook()
 
 log = capnp.load(os.path.join(CEREAL_PATH, "log.capnp"))
 car = capnp.load(os.path.join(CEREAL_PATH, "car.capnp"))
+custom = capnp.load(os.path.join(CEREAL_PATH, "custom.capnp"))

cereal/car.capnp

@@ -1,31 +1,28 @@
 using Cxx = import "./include/c++.capnp";
 $Cxx.namespace("cereal");
 
-using Java = import "./include/java.capnp";
-$Java.package("ai.comma.openpilot.cereal");
-$Java.outerClassname("Car");
-
 @0x8e2af1e708af8b8d;
 
 # ******* events causing controls state machine transition *******
 
 struct CarEvent @0x9b1657f34caf3ad3 {
   name @0 :EventName;
+
+  # event types
   enable @1 :Bool;
   noEntry @2 :Bool;
-  warning @3 :Bool;
+  warning @3 :Bool;   # alerts presented only when  enabled or soft disabling
   userDisable @4 :Bool;
   softDisable @5 :Bool;
   immediateDisable @6 :Bool;
   preEnable @7 :Bool;
-  permanent @8 :Bool;
+  permanent @8 :Bool; # alerts presented regardless of openpilot state
+  overrideLateral @10 :Bool;
+  overrideLongitudinal @9 :Bool;
 
   enum EventName @0xbaa8c5d505f727de {
-    # TODO: copy from error list
-    commIssue @0;
+    canError @0;
     steerUnavailable @1;
-    brakeUnavailable @2;
-    gasUnavailable @3;
     wrongGear @4;
     doorOpen @5;
     seatbeltNotLatched @6;
@@ -35,43 +32,149 @@ struct CarEvent @0x9b1657f34caf3ad3 {
     reverseGear @10;
     buttonCancel @11;
     buttonEnable @12;
-    pedalPressed @13;
+    pedalPressed @13;  # exits active state
+    preEnableStandstill @73;  # added during pre-enable state with brake
+    gasPressedOverride @108;  # added when user is pressing gas with no disengage on gas
+    steerOverride @114;
     cruiseDisabled @14;
-    radarCommIssue @15;
-    dataNeeded @16;
     speedTooLow @17;
     outOfSpace @18;
     overheat @19;
     calibrationIncomplete @20;
     calibrationInvalid @21;
+    calibrationRecalibrating @117;
     controlsMismatch @22;
     pcmEnable @23;
     pcmDisable @24;
-    noTarget @25;
     radarFault @26;
-    modelCommIssue @27;
     brakeHold @28;
     parkBrake @29;
     manualRestart @30;
     lowSpeedLockout @31;
-    plannerError @32;
-    ipasOverride @33;
-    debugAlert @34;
-    steerTempUnavailableMute @35;
+    joystickDebug @34;
+    steerTempUnavailableSilent @35;
     resumeRequired @36;
     preDriverDistracted @37;
     promptDriverDistracted @38;
     driverDistracted @39;
-    geofence @40;
-    driverMonitorOn @41;
-    driverMonitorOff @42;
     preDriverUnresponsive @43;
     promptDriverUnresponsive @44;
     driverUnresponsive @45;
     belowSteerSpeed @46;
-    calibrationProgress @47;
     lowBattery @48;
-    invalidGiraffeHonda @49;
+    accFaulted @51;
+    sensorDataInvalid @52;
+    commIssue @53;
+    commIssueAvgFreq @109;
+    tooDistracted @54;
+    posenetInvalid @55;
+    soundsUnavailable @56;
+    preLaneChangeLeft @57;
+    preLaneChangeRight @58;
+    laneChange @59;
+    lowMemory @63;
+    stockAeb @64;
+    ldw @65;
+    carUnrecognized @66;
+    invalidLkasSetting @69;
+    speedTooHigh @70;
+    laneChangeBlocked @71;
+    relayMalfunction @72;
+    stockFcw @74;
+    startup @75;
+    startupNoCar @76;
+    startupNoControl @77;
+    startupNoSecOcKey @121;
+    startupMaster @78;
+    startupNoFw @104;
+    fcw @79;
+    steerSaturated @80;
+    belowEngageSpeed @84;
+    noGps @85;
+    wrongCruiseMode @87;
+    modeldLagging @89;
+    deviceFalling @90;
+    fanMalfunction @91;
+    cameraMalfunction @92;
+    cameraFrameRate @110;
+    processNotRunning @95;
+    dashcamMode @96;
+    controlsInitializing @98;
+    usbError @99;
+    roadCameraError @100;
+    driverCameraError @101;
+    wideRoadCameraError @102;
+    highCpuUsage @105;
+    cruiseMismatch @106;
+    lkasDisabled @107;
+    canBusMissing @111;
+    controlsdLagging @112;
+    resumeBlocked @113;
+    steerTimeLimit @115;
+    vehicleSensorsInvalid @116;
+    locationdTemporaryError @103;
+    locationdPermanentError @118;
+    paramsdTemporaryError @50;
+    paramsdPermanentError @119;
+    actuatorsApiUnavailable @120;
+
+    # FrogPilot Events
+    accel30 @122;
+    accel35 @123;
+    accel40 @124;
+    blockUser @125;
+    customStartupAlert @126;
+    dejaVuCurve @127;
+    firefoxSteerSaturated @128;
+    forcingStop @129;
+    goatSteerSaturated @130;
+    greenLight @131;
+    hal9000 @132;
+    holidayActive @133;
+    laneChangeBlockedLoud @134;
+    leadDeparting @135;
+    noLaneAvailable @136;
+    openpilotCrashed @137;
+    openpilotCrashedRandomEvent @138;
+    pedalInterceptorNoBrake @139;
+    speedLimitChanged @140;
+    thisIsFineSteerSaturated @141;
+    toBeContinued @142;
+    torqueNNLoad @143;
+    trafficModeActive @144;
+    trafficModeInactive @145;
+    turningLeft @146;
+    turningRight @147;
+    vCruise69 @148;
+    yourFrogTriedToKillMe @149;
+    youveGotMail @150;
+
+    radarCanErrorDEPRECATED @15;
+    communityFeatureDisallowedDEPRECATED @62;
+    radarCommIssueDEPRECATED @67;
+    driverMonitorLowAccDEPRECATED @68;
+    gasUnavailableDEPRECATED @3;
+    dataNeededDEPRECATED @16;
+    modelCommIssueDEPRECATED @27;
+    ipasOverrideDEPRECATED @33;
+    geofenceDEPRECATED @40;
+    driverMonitorOnDEPRECATED @41;
+    driverMonitorOffDEPRECATED @42;
+    calibrationProgressDEPRECATED @47;
+    invalidGiraffeHondaDEPRECATED @49;
+    invalidGiraffeToyotaDEPRECATED @60;
+    internetConnectivityNeededDEPRECATED @61;
+    whitePandaUnsupportedDEPRECATED @81;
+    commIssueWarningDEPRECATED @83;
+    focusRecoverActiveDEPRECATED @86;
+    neosUpdateRequiredDEPRECATED @88;
+    modelLagWarningDEPRECATED @93;
+    startupOneplusDEPRECATED @82;
+    startupFuzzyFingerprintDEPRECATED @97;
+    noTargetDEPRECATED @25;
+    brakeUnavailableDEPRECATED @2;
+    plannerErrorDEPRECATED @32;
+    gpsMalfunctionDEPRECATED @94;
   }
 }
 
@@ -79,31 +182,50 @@ struct CarEvent @0x9b1657f34caf3ad3 {
 # all speeds in m/s
 
 struct CarState {
-  errorsDEPRECATED @0 :List(CarEvent.EventName);
   events @13 :List(CarEvent);
 
+  # CAN health
+  canValid @26 :Bool;       # invalid counter/checksums
+  canTimeout @40 :Bool;     # CAN bus dropped out
+  canErrorCounter @48 :UInt32;
+
   # car speed
-  vEgo @1 :Float32;         # best estimate of speed
-  aEgo @16 :Float32;        # best estimate of acceleration
-  vEgoRaw @17 :Float32;     # unfiltered speed from CAN sensors
+  vEgo @1 :Float32;          # best estimate of speed
+  aEgo @16 :Float32;         # best estimate of acceleration
+  vEgoRaw @17 :Float32;      # unfiltered speed from CAN sensors
+  vEgoCluster @44 :Float32;  # best estimate of speed shown on car's instrument cluster, used for UI
+
   yawRate @22 :Float32;     # best estimate of yaw rate
   standstill @18 :Bool;
   wheelSpeeds @2 :WheelSpeeds;
 
   # gas pedal, 0.0-1.0
-  gas @3 :Float32;        # this is user + computer
+  gas @3 :Float32;        # this is user pedal only
   gasPressed @4 :Bool;    # this is user pedal only
 
+  engineRpm @46 :Float32;
+
   # brake pedal, 0.0-1.0
   brake @5 :Float32;      # this is user pedal only
   brakePressed @6 :Bool;  # this is user pedal only
-  brakeLights @19 :Bool;
+  regenBraking @45 :Bool; # this is user pedal only
+  parkingBrake @39 :Bool;
+  brakeHoldActive @38 :Bool;
 
   # steering wheel
-  steeringAngle @7 :Float32;   # deg
-  steeringRate @15 :Float32;   # deg/s
-  steeringTorque @8 :Float32;  # TODO: standardize units
-  steeringPressed @9 :Bool;    # if the user is using the steering wheel
+  steeringAngleDeg @7 :Float32;
+  steeringAngleOffsetDeg @37 :Float32; # Offset betweens sensors in case there multiple
+  steeringRateDeg @15 :Float32;
+  steeringTorque @8 :Float32;      # TODO: standardize units
+  steeringTorqueEps @27 :Float32;  # TODO: standardize units
+  steeringPressed @9 :Bool;        # if the user is using the steering wheel
+  steerFaultTemporary @35 :Bool;   # temporary EPS fault
+  steerFaultPermanent @36 :Bool;   # permanent EPS fault
+  stockAeb @30 :Bool;
+  stockFcw @31 :Bool;
+  espDisabled @32 :Bool;
+  accFaulted @42 :Bool;
+  carFaultedNonCritical @47 :Bool;  # some ECU is faulted, but car remains controllable
 
   # cruise state
   cruiseState @10 :CruiseState;
@@ -121,8 +243,18 @@ struct CarState {
   doorOpen @24 :Bool;
   seatbeltUnlatched @25 :Bool;
 
-  # which packets this state came from
-  canMonoTimes @12: List(UInt64);
+  # clutch (manual transmission only)
+  clutchPressed @28 :Bool;
+
+  # blindspot sensors
+  leftBlindspot @33 :Bool; # Is there something blocking the left lane change
+  rightBlindspot @34 :Bool; # Is there something blocking the right lane change
+
+  fuelGauge @41 :Float32; # battery or fuel tank level from 0.0 to 1.0
+  charging @43 :Bool;
+
+  # process meta
+  cumLagMs @50 :Float32;
 
   struct WheelSpeeds {
     # optional wheel speeds
@@ -135,9 +267,11 @@ struct CarState {
   struct CruiseState {
     enabled @0 :Bool;
     speed @1 :Float32;
+    speedCluster @6 :Float32;  # Set speed as shown on instrument cluster
     available @2 :Bool;
     speedOffset @3 :Float32;
     standstill @4 :Bool;
+    nonAdaptive @5 :Bool;
   }
 
   enum GearShifter {
@@ -149,9 +283,10 @@ struct CarState {
     sport @5;
     low @6;
     brake @7;
+    eco @8;
+    manumatic @9;
   }
 
-
   # send on change
   struct ButtonEvent {
     pressed @0 :Bool;
@@ -167,21 +302,28 @@ struct CarState {
       altButton1 @6;
       altButton2 @7;
       altButton3 @8;
+      setCruise @9;
+      resumeCruise @10;
+      gapAdjustCruise @11;
     }
   }
+
+  # deprecated
+  errorsDEPRECATED @0 :List(CarEvent.EventName);
+  brakeLightsDEPRECATED @19 :Bool;
+  steeringRateLimitedDEPRECATED @29 :Bool;
+  canMonoTimesDEPRECATED @12: List(UInt64);
+  canRcvTimeoutDEPRECATED @49 :Bool;
 }
 
 # ******* radar state @ 20hz *******
 
-struct RadarState {
+struct RadarData @0x888ad6581cf0aacb {
   errors @0 :List(Error);
   points @1 :List(RadarPoint);
 
-  # which packets this state came from
-  canMonoTimes @2 :List(UInt64);
-
   enum Error {
-    commIssue @0;
+    canError @0;
     fault @1;
     wrongConfig @2;
   }
@@ -203,6 +345,9 @@ struct RadarState {
     # some radars flag measurements VS estimates
     measured @6 :Bool;
   }
+
+  # deprecated
+  canMonoTimesDEPRECATED @2 :List(UInt64);
 }
 
 # ******* car controls @ 100hz *******
@@ -210,14 +355,21 @@ struct RadarState {
 struct CarControl {
   # must be true for any actuator commands to work
   enabled @0 :Bool;
-  active @7 :Bool;
-
-  gasDEPRECATED @1 :Float32;
-  brakeDEPRECATED @2 :Float32;
-  steeringTorqueDEPRECATED @3 :Float32;
+  latActive @11: Bool;
+  longActive @12: Bool;
 
+  # Actuator commands as computed by controlsd
   actuators @6 :Actuators;
 
+  # moved to CarOutput
+  actuatorsOutputDEPRECATED @10 :Actuators;
+
+  leftBlinker @15: Bool;
+  rightBlinker @16: Bool;
+
+  orientationNED @13 :List(Float32);
+  angularVelocity @14 :List(Float32);
+
   cruiseControl @4 :CruiseControl;
   hudControl @5 :HUDControl;
 
@@ -227,14 +379,30 @@ struct CarControl {
     brake @1: Float32;
     # range from -1.0 - 1.0
     steer @2: Float32;
-    steerAngle @3: Float32;
+    # value sent over can to the car
+    steerOutputCan @8: Float32;
+    steeringAngleDeg @3: Float32;
+
+    curvature @7: Float32;
+
+    speed @6: Float32; # m/s
+    accel @4: Float32; # m/s^2
+    longControlState @5: LongControlState;
+
+    enum LongControlState @0xe40f3a917d908282{
+      off @0;
+      pid @1;
+      stopping @2;
+      starting @3;
+    }
   }
 
   struct CruiseControl {
     cancel @0: Bool;
-    override @1: Bool;
-    speedOverride @2: Float32;
-    accelOverride @3: Float32;
+    resume @1: Bool;
+    override @4: Bool;
+    speedOverrideDEPRECATED @2: Float32;
+    accelOverrideDEPRECATED @3: Float32;
   }
 
   struct HUDControl {
@@ -246,6 +414,9 @@ struct CarControl {
     audibleAlert @5: AudibleAlert;
     rightLaneVisible @6: Bool;
     leftLaneVisible @7: Bool;
+    rightLaneDepart @8: Bool;
+    leftLaneDepart @9: Bool;
+    leadDistanceBars @10: Int8;  # 1-3: 1 is closest, 3 is farthest. some ports may utilize 2-4 bars instead
 
     enum VisualAlert {
       # these are the choices from the Honda
@@ -257,110 +428,330 @@ struct CarControl {
       wrongGear @4;
       seatbeltUnbuckled @5;
       speedTooHigh @6;
+      ldw @7;
     }
 
     enum AudibleAlert {
-      # these are the choices from the Honda
-      # map as good as you can for your car
       none @0;
-      chimeEngage @1;
-      chimeDisengage @2;
-      chimeError @3;
-      chimeWarning1 @4;
-      chimeWarning2 @5;
-      chimeWarningRepeat @6;
-      chimePrompt @7;
+
+      engage @1;
+      disengage @2;
+      refuse @3;
+
+      warningSoft @4;
+      warningImmediate @5;
+
+      prompt @6;
+      promptRepeat @7;
+      promptDistracted @8;
+
+      # FrogPilot sounds
+      angry @9;
+      continued @10;
+      dejaVu @11;
+      doc @12;
+      fart @13;
+      firefox @14;
+      goat @15;
+      hal9000 @16;
+      mail @17;
+      nessie @18;
+      noice @19;
+      startup @20;
+      thisIsFine @21;
+      uwu @22;
     }
   }
+
+  gasDEPRECATED @1 :Float32;
+  brakeDEPRECATED @2 :Float32;
+  steeringTorqueDEPRECATED @3 :Float32;
+  activeDEPRECATED @7 :Bool;
+  rollDEPRECATED @8 :Float32;
+  pitchDEPRECATED @9 :Float32;
+}
+
+struct CarOutput {
+  # Any car specific rate limits or quirks applied by
+  # the CarController are reflected in actuatorsOutput
+  # and matches what is sent to the car
+  actuatorsOutput @0 :CarControl.Actuators;
 }
 
 # ****** car param ******
 
 struct CarParams {
   carName @0 :Text;
-  radarNameDEPRECATED @1 :Text;
-  carFingerprint @2 :Text;
+  carFingerprint @1 :Text;
+  fuzzyFingerprint @55 :Bool;
 
-  enableSteerDEPRECATED @3 :Bool;
-  enableGasInterceptor @4 :Bool;
-  enableBrakeDEPRECATED @5 :Bool;
-  enableCruise @6 :Bool;
-  enableCamera @26 :Bool;
-  enableDsu @27 :Bool; # driving support unit
-  enableApgs @28 :Bool; # advanced parking guidance system
+  notCar @66 :Bool;  # flag for non-car robotics platforms
 
-  minEnableSpeed @17 :Float32;
-  minSteerSpeed @49 :Float32;
-  safetyModel @18 :Int16;
-  safetyParam @41 :Int16;
+  pcmCruise @3 :Bool;        # is openpilot's state tied to the PCM's cruise state?
+  enableDsu @5 :Bool;        # driving support unit
+  enableBsm @56 :Bool;       # blind spot monitoring
+  flags @64 :UInt32;         # flags for car specific quirks
+  experimentalLongitudinalAvailable @71 :Bool;
 
-  steerMaxBP @19 :List(Float32);
-  steerMaxV @20 :List(Float32);
-  gasMaxBP @21 :List(Float32);
-  gasMaxV @22 :List(Float32);
-  brakeMaxBP @23 :List(Float32);
-  brakeMaxV @24 :List(Float32);
+  minEnableSpeed @7 :Float32;
+  minSteerSpeed @8 :Float32;
+  safetyConfigs @62 :List(SafetyConfig);
+  alternativeExperience @65 :Int16;      # panda flag for features like no disengage on gas
 
-  longPidDeadzoneBP @32 :List(Float32);
-  longPidDeadzoneV @33 :List(Float32);
+  # Car docs fields
+  maxLateralAccel @68 :Float32;
+  autoResumeSng @69 :Bool;               # describes whether car can resume from a stop automatically
 
-  enum SafetyModels {
-    # does NOT match board setting
-    noOutput @0;
-    honda @1;
+  # things about the car in the manual
+  mass @17 :Float32;            # [kg] curb weight: all fluids no cargo
+  wheelbase @18 :Float32;       # [m] distance from rear axle to front axle
+  centerToFront @19 :Float32;   # [m] distance from center of mass to front axle
+  steerRatio @20 :Float32;      # [] ratio of steering wheel angle to front wheel angle
+  steerRatioRear @21 :Float32;  # [] ratio of steering wheel angle to rear wheel angle (usually 0)
+
+  # things we can derive
+  rotationalInertia @22 :Float32;    # [kg*m2] body rotational inertia
+  tireStiffnessFactor @72 :Float32;  # scaling factor used in calculating tireStiffness[Front,Rear]
+  tireStiffnessFront @23 :Float32;   # [N/rad] front tire coeff of stiff
+  tireStiffnessRear @24 :Float32;    # [N/rad] rear tire coeff of stiff
+
+  longitudinalTuning @25 :LongitudinalPIDTuning;
+  lateralParams @48 :LateralParams;
+  lateralTuning :union {
+    pid @26 :LateralPIDTuning;
+    indiDEPRECATED @27 :LateralINDITuning;
+    lqrDEPRECATED @40 :LateralLQRTuning;
+    torque @67 :LateralTorqueTuning;
+  }
+
+  steerLimitAlert @28 :Bool;
+  steerLimitTimer @47 :Float32;  # time before steerLimitAlert is issued
+
+  vEgoStopping @29 :Float32; # Speed at which the car goes into stopping state
+  vEgoStarting @59 :Float32; # Speed at which the car goes into starting state
+  stoppingControl @31 :Bool; # Does the car allow full control even at lows speeds when stopping
+  steerControlType @34 :SteerControlType;
+  radarUnavailable @35 :Bool; # True when radar objects aren't visible on CAN or aren't parsed out
+  stopAccel @60 :Float32; # Required acceleration to keep vehicle stationary
+  stoppingDecelRate @52 :Float32; # m/s^2/s while trying to stop
+  startAccel @32 :Float32; # Required acceleration to get car moving
+  startingState @70 :Bool; # Does this car make use of special starting state
+
+  steerActuatorDelay @36 :Float32; # Steering wheel actuator delay in seconds
+  longitudinalActuatorDelay @58 :Float32; # Gas/Brake actuator delay in seconds
+  openpilotLongitudinalControl @37 :Bool; # is openpilot doing the longitudinal control?
+  carVin @38 :Text; # VIN number queried during fingerprinting
+  dashcamOnly @41: Bool;
+  passive @73: Bool;   # is openpilot in control?
+  transmissionType @43 :TransmissionType;
+  carFw @44 :List(CarFw);
+
+  radarTimeStep @45: Float32 = 0.05;  # time delta between radar updates, 20Hz is very standard
+  fingerprintSource @49: FingerprintSource;
+  networkLocation @50 :NetworkLocation;  # Where Panda/C2 is integrated into the car's CAN network
+
+  wheelSpeedFactor @63 :Float32; # Multiplier on wheels speeds to computer actual speeds
+
+  secOcRequired @74 :Bool;  # Car requires SecOC message authentication to operate
+  secOcKeyAvailable @75 :Bool;  # Stored SecOC key loaded from params
+
+  struct SafetyConfig {
+    safetyModel @0 :SafetyModel;
+    safetyParam @3 :UInt16;
+    safetyParamDEPRECATED @1 :Int16;
+    safetyParam2DEPRECATED @2 :UInt32;
+  }
+
+  struct LateralParams {
+    torqueBP @0 :List(Int32);
+    torqueV @1 :List(Int32);
+  }
+
+  struct LateralPIDTuning {
+    kpBP @0 :List(Float32);
+    kpV @1 :List(Float32);
+    kiBP @2 :List(Float32);
+    kiV @3 :List(Float32);
+    kf @4 :Float32;
+  }
+
+  struct LateralTorqueTuning {
+    useSteeringAngle @0 :Bool;
+    kp @1 :Float32;
+    ki @2 :Float32;
+    friction @3 :Float32;
+    kf @4 :Float32;
+    steeringAngleDeadzoneDeg @5 :Float32;
+    latAccelFactor @6 :Float32;
+    latAccelOffset @7 :Float32;
+  }
+
+  struct LongitudinalPIDTuning {
+    kpBP @0 :List(Float32);
+    kpV @1 :List(Float32);
+    kiBP @2 :List(Float32);
+    kiV @3 :List(Float32);
+    kf @6 :Float32;
+    deadzoneBP @4 :List(Float32);
+    deadzoneV @5 :List(Float32);
+  }
+
+  struct LateralINDITuning {
+    outerLoopGainBP @4 :List(Float32);
+    outerLoopGainV @5 :List(Float32);
+    innerLoopGainBP @6 :List(Float32);
+    innerLoopGainV @7 :List(Float32);
+    timeConstantBP @8 :List(Float32);
+    timeConstantV @9 :List(Float32);
+    actuatorEffectivenessBP @10 :List(Float32);
+    actuatorEffectivenessV @11 :List(Float32);
+
+    outerLoopGainDEPRECATED @0 :Float32;
+    innerLoopGainDEPRECATED @1 :Float32;
+    timeConstantDEPRECATED @2 :Float32;
+    actuatorEffectivenessDEPRECATED @3 :Float32;
+  }
+
+  struct LateralLQRTuning {
+    scale @0 :Float32;
+    ki @1 :Float32;
+    dcGain @2 :Float32;
+
+    # State space system
+    a @3 :List(Float32);
+    b @4 :List(Float32);
+    c @5 :List(Float32);
+
+    k @6 :List(Float32);  # LQR gain
+    l @7 :List(Float32);  # Kalman gain
+  }
+
+  enum SafetyModel {
+    silent @0;
+    hondaNidec @1;
     toyota @2;
     elm327 @3;
     gm @4;
-    hondaBosch @5;
+    hondaBoschGiraffe @5;
     ford @6;
     cadillac @7;
     hyundai @8;
     chrysler @9;
     tesla @10;
+    subaru @11;
+    gmPassive @12;
+    mazda @13;
+    nissan @14;
+    volkswagen @15;
+    toyotaIpas @16;
+    allOutput @17;
+    gmAscm @18;
+    noOutput @19;  # like silent but without silent CAN TXs
+    hondaBosch @20;
+    volkswagenPq @21;
+    subaruPreglobal @22;  # pre-Global platform
+    hyundaiLegacy @23;
+    hyundaiCommunity @24;
+    volkswagenMlb @25;
+    hongqi @26;
+    body @27;
+    hyundaiCanfd @28;
+    volkswagenMqbEvo @29;
+    chryslerCusw @30;
+    psa @31;
   }
 
-  # things about the car in the manual
-  mass @7 :Float32;             # [kg] running weight
-  wheelbase @8 :Float32;        # [m] distance from rear to front axle
-  centerToFront @9 :Float32;   # [m] GC distance to front axle
-  steerRatio @10 :Float32;       # [] ratio between front wheels and steering wheel angles
-  steerRatioRear @11 :Float32;  # [] rear steering ratio wrt front steering (usually 0)
-
-  # things we can derive
-  rotationalInertia @12 :Float32;    # [kg*m2] body rotational inertia
-  tireStiffnessFront @13 :Float32;   # [N/rad] front tire coeff of stiff
-  tireStiffnessRear @14 :Float32;    # [N/rad] rear tire coeff of stiff
-
-  # Kp and Ki for the lateral control
-  steerKpBP @42 :List(Float32);
-  steerKpV @43 :List(Float32);
-  steerKiBP @44 :List(Float32);
-  steerKiV @45 :List(Float32);
-  steerKpDEPRECATED @15 :Float32;
-  steerKiDEPRECATED @16 :Float32;
-  steerKf @25 :Float32;
-
-  # Kp and Ki for the longitudinal control
-  longitudinalKpBP @36 :List(Float32);
-  longitudinalKpV @37 :List(Float32);
-  longitudinalKiBP @38 :List(Float32);
-  longitudinalKiV @39 :List(Float32);
-
-  steerLimitAlert @29 :Bool;
-
-  vEgoStopping @30 :Float32; # Speed at which the car goes into stopping state
-  directAccelControl @31 :Bool; # Does the car have direct accel control or just gas/brake
-  stoppingControl @34 :Bool; # Does the car allows full control even at lows speeds when stopping
-  startAccel @35 :Float32; # Required acceleraton to overcome creep braking
-  steerRateCost @40 :Float32; # Lateral MPC cost on steering rate
-  steerControlType @46 :SteerControlType;
-  radarOffCan @47 :Bool; # True when radar objects aren't visible on CAN
-
-  steerActuatorDelay @48 :Float32; # Steering wheel actuator delay in seconds
-  openpilotLongitudinalControl @50 :Bool; # is openpilot doing the longitudinal control?
-
   enum SteerControlType {
     torque @0;
     angle @1;
+
+    curvatureDEPRECATED @2;
   }
+
+  enum TransmissionType {
+    unknown @0;
+    automatic @1;  # Traditional auto, including DSG
+    manual @2;  # True "stick shift" only
+    direct @3;  # Electric vehicle or other direct drive
+    cvt @4;
+  }
+
+  struct CarFw {
+    ecu @0 :Ecu;
+    fwVersion @1 :Data;
+    address @2 :UInt32;
+    subAddress @3 :UInt8;
+    responseAddress @4 :UInt32;
+    request @5 :List(Data);
+    brand @6 :Text;
+    bus @7 :UInt8;
+    logging @8 :Bool;
+    obdMultiplexing @9 :Bool;
+  }
+
+  enum Ecu {
+    eps @0;
+    abs @1;
+    fwdRadar @2;
+    fwdCamera @3;
+    engine @4;
+    unknown @5;
+    transmission @8; # Transmission Control Module
+    hybrid @18; # hybrid control unit, e.g. Chrysler's HCP, Honda's IMA Control Unit, Toyota's hybrid control computer
+    srs @9; # airbag
+    gateway @10; # can gateway
+    hud @11; # heads up display
+    combinationMeter @12; # instrument cluster
+    electricBrakeBooster @15;
+    shiftByWire @16;
+    adas @19;
+    cornerRadar @21;
+    hvac @20;
+    parkingAdas @7;  # parking assist system ECU, e.g. Toyota's IPAS, Hyundai's RSPA, etc.
+    epb @22;  # electronic parking brake
+    telematics @23;
+    body @24;  # body control module
+
+    # Toyota only
+    dsu @6;
+
+    # Honda only
+    vsa @13; # Vehicle Stability Assist
+    programmedFuelInjection @14;
+
+    debug @17;
+  }
+
+  enum FingerprintSource {
+    can @0;
+    fw @1;
+    fixed @2;
+  }
+
+  enum NetworkLocation {
+    fwdCamera @0;  # Standard/default integration at LKAS camera
+    gateway @1;    # Integration at vehicle's CAN gateway
+  }
+
+  enableGasInterceptor @2 :Bool;
+  enableCameraDEPRECATED @4 :Bool;
+  enableApgsDEPRECATED @6 :Bool;
+  steerRateCostDEPRECATED @33 :Float32;
+  isPandaBlackDEPRECATED @39 :Bool;
+  hasStockCameraDEPRECATED @57 :Bool;
+  safetyParamDEPRECATED @10 :Int16;
+  safetyModelDEPRECATED @9 :SafetyModel;
+  safetyModelPassiveDEPRECATED @42 :SafetyModel = silent;
+  minSpeedCanDEPRECATED @51 :Float32;
+  communityFeatureDEPRECATED @46: Bool;
+  startingAccelRateDEPRECATED @53 :Float32;
+  steerMaxBPDEPRECATED @11 :List(Float32);
+  steerMaxVDEPRECATED @12 :List(Float32);
+  gasMaxBPDEPRECATED @13 :List(Float32);
+  gasMaxVDEPRECATED @14 :List(Float32);
+  brakeMaxBPDEPRECATED @15 :List(Float32);
+  brakeMaxVDEPRECATED @16 :List(Float32);
+  directAccelControlDEPRECATED @30 :Bool;
+  maxSteeringAngleDegDEPRECATED @54 :Float32;
+  longitudinalActuatorDelayLowerBoundDEPRECATEDDEPRECATED @61 :Float32;
 }

cereal/custom.capnp

@@ -0,0 +1,102 @@
+using Cxx = import "./include/c++.capnp";
+$Cxx.namespace("cereal");
+
+using Car = import "car.capnp";
+
+@0xb526ba661d550a59;
+
+# custom.capnp: a home for empty structs reserved for custom forks
+# These structs are guaranteed to remain reserved and empty in mainline
+# cereal, so use these if you want custom events in your fork.
+
+# you can rename the struct, but don't change the identifier
+struct FrogPilotCarParams @0x81c2f05a394cf4af {
+  fpFlags @0 :UInt32;
+  openpilotLongitudinalControlDisabled @1 :Bool;
+}
+
+struct FrogPilotCarState @0xaedffd8f31e7b55d {
+  struct ButtonEvent {
+    enum Type {
+      lkas @0;
+    }
+  }
+
+  accelPressed @0 :Bool;
+  alwaysOnLateralAllowed @1 :Bool;
+  alwaysOnLateralEnabled @2 :Bool;
+  brakeLights @3 :Bool;
+  dashboardSpeedLimit @4 :Float32;
+  decelPressed @5 :Bool;
+  distancePressed @6 :Bool;
+  distanceLongPressed @7 :Bool;
+  distanceVeryLongPressed @8 :Bool;
+  ecoGear @9 :Bool;
+  forceCoast @10 :Bool;
+  pauseLateral @11 :Bool;
+  pauseLongitudinal @12 :Bool;
+  sportGear @13 :Bool;
+  trafficMode @14 :Bool;
+}
+
+struct FrogPilotDeviceState @0xf35cc4560bbf6ec2 {
+  freeSpace @0 :Int16;
+  usedSpace @1 :Int16;
+}
+
+struct FrogPilotNavigation @0xda96579883444c35 {
+  approachingIntersection @0 :Bool;
+  approachingTurn @1 :Bool;
+  navigationSpeedLimit @2 :Float32;
+}
+
+struct FrogPilotPlan @0x80ae746ee2596b11 {
+  accelerationJerk @0 :Float32;
+  accelerationJerkStock @1 :Float32;
+  dangerJerk @2 :Float32;
+  desiredFollowDistance @3 :Int64;
+  experimentalMode @4 :Bool;
+  forcingStop @5 :Bool;
+  forcingStopLength @6 :Float32;
+  frogpilotEvents @7 :List(Car.CarEvent);
+  lateralCheck @8 :Bool;
+  laneWidthLeft @9 :Float32;
+  laneWidthRight @10 :Float32;
+  maxAcceleration @11 :Float32;
+  minAcceleration @12 :Float32;
+  mtscSpeed @13 :Float32;
+  redLight @14 :Bool;
+  roadCurvature @15 :Float32;
+  slcMapSpeedLimit @16 :Float32;
+  slcMapboxSpeedLimit @17 :Float32;
+  slcNextSpeedLimit @18 :Float32;
+  slcOverridden @19 :Bool;
+  slcOverriddenSpeed @20 :Float32;
+  slcSpeedLimit @21 :Float32;
+  slcSpeedLimitOffset @22 :Float32;
+  slcSpeedLimitSource @23 :Text;
+  speedJerk @24 :Float32;
+  speedJerkStock @25 :Float32;
+  speedLimitChanged @26 :Bool;
+  tFollow @27 :Float32;
+  togglesUpdated @28 :Bool;
+  unconfirmedSlcSpeedLimit @29 :Float32;
+  vCruise @30 :Float32;
+  vtscControllingCurve @31 :Bool;
+  vtscSpeed @32 :Float32;
+}
+
+struct CustomReserved5 @0xa5cd762cd951a455 {
+}
+
+struct CustomReserved6 @0xf98d843bfd7004a3 {
+}
+
+struct CustomReserved7 @0xb86e6369214c01c8 {
+}
+
+struct CustomReserved8 @0xf416ec09499d9d19 {
+}
+
+struct CustomReserved9 @0xa1680744031fdb2d {
+}

cereal/include/java.capnp

@@ -1,28 +0,0 @@
-# Copyright (c) 2013-2015 Sandstorm Development Group, Inc. and contributors
-# Licensed under the MIT License:
-#
-# Permission is hereby granted, free of charge, to any person obtaining a copy
-# of this software and associated documentation files (the "Software"), to deal
-# in the Software without restriction, including without limitation the rights
-# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-# copies of the Software, and to permit persons to whom the Software is
-# furnished to do so, subject to the following conditions:
-#
-# The above copyright notice and this permission notice shall be included in
-# all copies or substantial portions of the Software.
-#
-# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
-# THE SOFTWARE.
-
-@0xc5f1af96651f70ea;
-
-annotation package @0x9ee4c8f803b3b596 (file) : Text;
-# Name of the package, such as "org.example.foo", in which the generated code will reside.
-
-annotation outerClassname @0x9b066bb4881f7cd3 (file) : Text;
-# Name of the outer class that will wrap the generated code.

cereal/legacy.capnp

@@ -0,0 +1,574 @@
+using Cxx = import "./include/c++.capnp";
+$Cxx.namespace("cereal");
+
+@0x80ef1ec4889c2a63;
+
+# legacy.capnp: a home for deprecated structs
+
+struct LogRotate @0x9811e1f38f62f2d1 {
+  segmentNum @0 :Int32;
+  path @1 :Text;
+}
+
+struct LiveUI @0xc08240f996aefced {
+  rearViewCam @0 :Bool;
+  alertText1 @1 :Text;
+  alertText2 @2 :Text;
+  awarenessStatus @3 :Float32;
+}
+
+struct UiLayoutState @0x88dcce08ad29dda0 {
+  activeApp @0 :App;
+  sidebarCollapsed @1 :Bool;
+  mapEnabled @2 :Bool;
+  mockEngaged @3 :Bool;
+
+  enum App @0x9917470acf94d285 {
+    home @0;
+    music @1;
+    nav @2;
+    settings @3;
+    none @4;
+  }
+}
+
+struct OrbslamCorrection @0x8afd33dc9b35e1aa {
+  correctionMonoTime @0 :UInt64;
+  prePositionECEF @1 :List(Float64);
+  postPositionECEF @2 :List(Float64);
+  prePoseQuatECEF @3 :List(Float32);
+  postPoseQuatECEF @4 :List(Float32);
+  numInliers @5 :UInt32;
+}
+
+struct EthernetPacket @0xa99a9d5b33cf5859 {
+  pkt @0 :Data;
+  ts @1 :Float32;
+}
+
+struct CellInfo @0xcff7566681c277ce {
+  timestamp @0 :UInt64;
+  repr @1 :Text; # android toString() for now
+}
+
+struct WifiScan @0xd4df5a192382ba0b {
+  bssid @0 :Text;
+  ssid @1 :Text;
+  capabilities @2 :Text;
+  frequency @3 :Int32;
+  level @4 :Int32;
+  timestamp @5 :Int64;
+
+  centerFreq0 @6 :Int32;
+  centerFreq1 @7 :Int32;
+  channelWidth @8 :ChannelWidth;
+  operatorFriendlyName @9 :Text;
+  venueName @10 :Text;
+  is80211mcResponder @11 :Bool;
+  passpoint @12 :Bool;
+
+  distanceCm @13 :Int32;
+  distanceSdCm @14 :Int32;
+
+  enum ChannelWidth @0xcb6a279f015f6b51 {
+    w20Mhz @0;
+    w40Mhz @1;
+    w80Mhz @2;
+    w160Mhz @3;
+    w80Plus80Mhz @4;
+  }
+}
+
+struct LiveEventData @0x94b7baa90c5c321e {
+  name @0 :Text;
+  value @1 :Int32;
+}
+
+struct ModelData @0xb8aad62cffef28a9 {
+  frameId @0 :UInt32;
+  frameAge @12 :UInt32;
+  frameDropPerc @13 :Float32;
+  timestampEof @9 :UInt64;
+  modelExecutionTime @14 :Float32;
+  gpuExecutionTime @16 :Float32;
+  rawPred @15 :Data;
+
+  path @1 :PathData;
+  leftLane @2 :PathData;
+  rightLane @3 :PathData;
+  lead @4 :LeadData;
+  freePath @6 :List(Float32);
+
+  settings @5 :ModelSettings;
+  leadFuture @7 :LeadData;
+  speed @8 :List(Float32);
+  meta @10 :MetaData;
+  longitudinal @11 :LongitudinalData;
+
+  struct PathData @0x8817eeea389e9f08 {
+    points @0 :List(Float32);
+    prob @1 :Float32;
+    std @2 :Float32;
+    stds @3 :List(Float32);
+    poly @4 :List(Float32);
+    validLen @5 :Float32;
+  }
+
+  struct LeadData @0xd1c9bef96d26fa91 {
+    dist @0 :Float32;
+    prob @1 :Float32;
+    std @2 :Float32;
+    relVel @3 :Float32;
+    relVelStd @4 :Float32;
+    relY @5 :Float32;
+    relYStd @6 :Float32;
+    relA @7 :Float32;
+    relAStd @8 :Float32;
+  }
+
+  struct ModelSettings @0xa26e3710efd3e914 {
+    bigBoxX @0 :UInt16;
+    bigBoxY @1 :UInt16;
+    bigBoxWidth @2 :UInt16;
+    bigBoxHeight @3 :UInt16;
+    boxProjection @4 :List(Float32);
+    yuvCorrection @5 :List(Float32);
+    inputTransform @6 :List(Float32);
+  }
+
+  struct MetaData @0x9744f25fb60f2bf8 {
+    engagedProb @0 :Float32;
+    desirePrediction @1 :List(Float32);
+    brakeDisengageProb @2 :Float32;
+    gasDisengageProb @3 :Float32;
+    steerOverrideProb @4 :Float32;
+    desireState @5 :List(Float32);
+  }
+
+  struct LongitudinalData @0xf98f999c6a071122 {
+    distances @2 :List(Float32);
+    speeds @0 :List(Float32);
+    accelerations @1 :List(Float32);
+  }
+}
+
+struct ECEFPoint @0xc25bbbd524983447 {
+  x @0 :Float64;
+  y @1 :Float64;
+  z @2 :Float64;
+}
+
+struct ECEFPointDEPRECATED @0xe10e21168db0c7f7 {
+  x @0 :Float32;
+  y @1 :Float32;
+  z @2 :Float32;
+}
+
+struct GPSPlannerPoints @0xab54c59699f8f9f3 {
+  curPosDEPRECATED @0 :ECEFPointDEPRECATED;
+  pointsDEPRECATED @1 :List(ECEFPointDEPRECATED);
+  curPos @6 :ECEFPoint;
+  points @7 :List(ECEFPoint);
+  valid @2 :Bool;
+  trackName @3 :Text;
+  speedLimit @4 :Float32;
+  accelTarget @5 :Float32;
+}
+
+struct GPSPlannerPlan @0xf5ad1d90cdc1dd6b {
+  valid @0 :Bool;
+  poly @1 :List(Float32);
+  trackName @2 :Text;
+  speed @3 :Float32;
+  acceleration @4 :Float32;
+  pointsDEPRECATED @5 :List(ECEFPointDEPRECATED);
+  points @6 :List(ECEFPoint);
+  xLookahead @7 :Float32;
+}
+
+struct UiNavigationEvent @0x90c8426c3eaddd3b {
+  type @0: Type;
+  status @1: Status;
+  distanceTo @2: Float32;
+  endRoadPointDEPRECATED @3: ECEFPointDEPRECATED;
+  endRoadPoint @4: ECEFPoint;
+
+  enum Type @0xe8db07dcf8fcea05 {
+    none @0;
+    laneChangeLeft @1;
+    laneChangeRight @2;
+    mergeLeft @3;
+    mergeRight @4;
+    turnLeft @5;
+    turnRight @6;
+  }
+
+  enum Status @0xb9aa88c75ef99a1f {
+    none @0;
+    passive @1;
+    approaching @2;
+    active @3;
+  }
+}
+
+struct LiveLocationData @0xb99b2bc7a57e8128 {
+  status @0 :UInt8;
+
+  # 3D fix
+  lat @1 :Float64;
+  lon @2 :Float64;
+  alt @3 :Float32;     # m
+
+  # speed
+  speed @4 :Float32;   # m/s
+
+  # NED velocity components
+  vNED @5 :List(Float32);
+
+  # roll, pitch, heading (x,y,z)
+  roll @6 :Float32;     # WRT to center of earth?
+  pitch @7 :Float32;    # WRT to center of earth?
+  heading @8 :Float32;  # WRT to north?
+
+  # what are these?
+  wanderAngle @9 :Float32;
+  trackAngle @10 :Float32;
+
+  # car frame -- https://upload.wikimedia.org/wikipedia/commons/f/f5/RPY_angles_of_cars.png
+
+  # gyro, in car frame, deg/s
+  gyro @11 :List(Float32);
+
+  # accel, in car frame, m/s^2
+  accel @12 :List(Float32);
+
+  accuracy @13 :Accuracy;
+
+  source @14 :SensorSource;
+  # if we are fixing a location in the past
+  fixMonoTime @15 :UInt64;
+
+  gpsWeek @16 :Int32;
+  timeOfWeek @17 :Float64;
+
+  positionECEF @18 :List(Float64);
+  poseQuatECEF @19 :List(Float32);
+  pitchCalibration @20 :Float32;
+  yawCalibration @21 :Float32;
+  imuFrame @22 :List(Float32);
+
+  struct Accuracy @0x943dc4625473b03f {
+    pNEDError @0 :List(Float32);
+    vNEDError @1 :List(Float32);
+    rollError @2 :Float32;
+    pitchError @3 :Float32;
+    headingError @4 :Float32;
+    ellipsoidSemiMajorError @5 :Float32;
+    ellipsoidSemiMinorError @6 :Float32;
+    ellipsoidOrientationError @7 :Float32;
+  }
+
+  enum SensorSource @0xc871d3cc252af657 {
+    applanix @0;
+    kalman @1;
+    orbslam @2;
+    timing @3;
+    dummy @4;
+  }
+}
+
+struct OrbOdometry @0xd7700859ed1f5b76 {
+  # timing first
+  startMonoTime @0 :UInt64;
+  endMonoTime @1 :UInt64;
+
+  # fundamental matrix and error
+  f @2: List(Float64);
+  err @3: Float64;
+
+  # number of inlier points
+  inliers @4: Int32;
+
+  # for debug only
+  # indexed by endMonoTime features
+  # value is startMonoTime feature match
+  # -1 if no match
+  matches @5: List(Int16);
+}
+
+struct OrbFeatures @0xcd60164a8a0159ef {
+  timestampEof @0 :UInt64;
+  # transposed arrays of normalized image coordinates
+  # len(xs) == len(ys) == len(descriptors) * 32
+  xs @1 :List(Float32);
+  ys @2 :List(Float32);
+  descriptors @3 :Data;
+  octaves @4 :List(Int8);
+
+  # match index to last OrbFeatures
+  # -1 if no match
+  timestampLastEof @5 :UInt64;
+  matches @6: List(Int16);
+}
+
+struct OrbFeaturesSummary @0xd500d30c5803fa4f {
+  timestampEof @0 :UInt64;
+  timestampLastEof @1 :UInt64;
+
+  featureCount @2 :UInt16;
+  matchCount @3 :UInt16;
+  computeNs @4 :UInt64;
+}
+
+struct OrbKeyFrame @0xc8233c0345e27e24 {
+  # this is a globally unique id for the KeyFrame
+  id @0: UInt64;
+
+  # this is the location of the KeyFrame
+  pos @1: ECEFPoint;
+
+  # these are the features in the world
+  # len(dpos) == len(descriptors) * 32
+  dpos @2 :List(ECEFPoint);
+  descriptors @3 :Data;
+}
+
+struct KalmanOdometry @0x92e21bb7ea38793a {
+  trans @0 :List(Float32); # m/s in device frame
+  rot @1 :List(Float32); # rad/s in device frame
+  transStd @2 :List(Float32); # std m/s in device frame
+  rotStd @3 :List(Float32); # std rad/s in device frame
+}
+
+struct OrbObservation @0x9b326d4e436afec7 {
+  observationMonoTime @0 :UInt64;
+  normalizedCoordinates @1 :List(Float32);
+  locationECEF @2 :List(Float64);
+  matchDistance @3: UInt32;
+}
+
+struct CalibrationFeatures @0x8fdfadb254ea867a {
+  frameId @0 :UInt32;
+
+  p0 @1 :List(Float32);
+  p1 @2 :List(Float32);
+  status @3 :List(Int8);
+}
+
+struct NavStatus @0xbd8822120928120c {
+  isNavigating @0 :Bool;
+  currentAddress @1 :Address;
+
+  struct Address @0xce7cd672cacc7814 {
+    title @0 :Text;
+    lat @1 :Float64;
+    lng @2 :Float64;
+    house @3 :Text;
+    address @4 :Text;
+    street @5 :Text;
+    city @6 :Text;
+    state @7 :Text;
+    country @8 :Text;
+  }
+}
+
+struct NavUpdate @0xdb98be6565516acb {
+  isNavigating @0 :Bool;
+  curSegment @1 :Int32;
+  segments @2 :List(Segment);
+
+  struct LatLng @0x9eaef9187cadbb9b {
+    lat @0 :Float64;
+    lng @1 :Float64;
+  }
+
+  struct Segment @0xa5b39b4fc4d7da3f {
+    from @0 :LatLng;
+    to @1 :LatLng;
+    updateTime @2 :Int32;
+    distance @3 :Int32;
+    crossTime @4 :Int32;
+    exitNo @5 :Int32;
+    instruction @6 :Instruction;
+
+    parts @7 :List(LatLng);
+
+    enum Instruction @0xc5417a637451246f {
+      turnLeft @0;
+      turnRight @1;
+      keepLeft @2;
+      keepRight @3;
+      straight @4;
+      roundaboutExitNumber @5;
+      roundaboutExit @6;
+      roundaboutTurnLeft @7;
+      unkn8 @8;
+      roundaboutStraight @9;
+      unkn10 @10;
+      roundaboutTurnRight @11;
+      unkn12 @12;
+      roundaboutUturn @13;
+      unkn14 @14;
+      arrive @15;
+      exitLeft @16;
+      exitRight @17;
+      unkn18 @18;
+      uturn @19;
+      # ...
+    }
+  }
+}
+
+struct TrafficEvent @0xacfa74a094e62626 {
+  type @0 :Type;
+  distance @1 :Float32;
+  action @2 :Action;
+  resuming @3 :Bool;
+
+  enum Type @0xd85d75253435bf4b {
+    stopSign @0;
+    lightRed @1;
+    lightYellow @2;
+    lightGreen @3;
+    stopLight @4;
+  }
+
+  enum Action @0xa6f6ce72165ccb49 {
+    none @0;
+    yield @1;
+    stop @2;
+    resumeReady @3;
+  }
+
+}
+
+
+struct AndroidGnss @0xdfdf30d03fc485bd {
+  union {
+    measurements @0 :Measurements;
+    navigationMessage @1 :NavigationMessage;
+  }
+
+  struct Measurements @0xa20710d4f428d6cd {
+    clock @0 :Clock;
+    measurements @1 :List(Measurement);
+
+    struct Clock @0xa0e27b453a38f450 {
+      timeNanos @0 :Int64;
+      hardwareClockDiscontinuityCount @1 :Int32;
+
+      hasTimeUncertaintyNanos @2 :Bool;
+      timeUncertaintyNanos @3 :Float64;
+
+      hasLeapSecond @4 :Bool;
+      leapSecond @5 :Int32;
+
+      hasFullBiasNanos @6 :Bool;
+      fullBiasNanos @7 :Int64;
+
+      hasBiasNanos @8 :Bool;
+      biasNanos @9 :Float64;
+
+      hasBiasUncertaintyNanos @10 :Bool;
+      biasUncertaintyNanos @11 :Float64;
+
+      hasDriftNanosPerSecond @12 :Bool;
+      driftNanosPerSecond @13 :Float64;
+
+      hasDriftUncertaintyNanosPerSecond @14 :Bool;
+      driftUncertaintyNanosPerSecond @15 :Float64;
+    }
+
+    struct Measurement @0xd949bf717d77614d {
+      svId @0 :Int32;
+      constellation @1 :Constellation;
+
+      timeOffsetNanos @2 :Float64;
+      state @3 :Int32;
+      receivedSvTimeNanos @4 :Int64;
+      receivedSvTimeUncertaintyNanos @5 :Int64;
+      cn0DbHz @6 :Float64;
+      pseudorangeRateMetersPerSecond @7 :Float64;
+      pseudorangeRateUncertaintyMetersPerSecond @8 :Float64;
+      accumulatedDeltaRangeState @9 :Int32;
+      accumulatedDeltaRangeMeters @10 :Float64;
+      accumulatedDeltaRangeUncertaintyMeters @11 :Float64;
+
+      hasCarrierFrequencyHz @12 :Bool;
+      carrierFrequencyHz @13 :Float32;
+      hasCarrierCycles @14 :Bool;
+      carrierCycles @15 :Int64;
+      hasCarrierPhase @16 :Bool;
+      carrierPhase @17 :Float64;
+      hasCarrierPhaseUncertainty @18 :Bool;
+      carrierPhaseUncertainty @19 :Float64;
+      hasSnrInDb @20 :Bool;
+      snrInDb @21 :Float64;
+
+      multipathIndicator @22 :MultipathIndicator;
+
+      enum Constellation @0x9ef1f3ff0deb5ffb {
+        unknown @0;
+        gps @1;
+        sbas @2;
+        glonass @3;
+        qzss @4;
+        beidou @5;
+        galileo @6;
+      }
+
+      enum State @0xcbb9490adce12d72 {
+        unknown @0;
+        codeLock @1;
+        bitSync @2;
+        subframeSync @3;
+        towDecoded @4;
+        msecAmbiguous @5;
+        symbolSync @6;
+        gloStringSync @7;
+        gloTodDecoded @8;
+        bdsD2BitSync @9;
+        bdsD2SubframeSync @10;
+        galE1bcCodeLock @11;
+        galE1c2ndCodeLock @12;
+        galE1bPageSync @13;
+        sbasSync @14;
+      }
+
+      enum MultipathIndicator @0xc04e7b6231d4caa8 {
+        unknown @0;
+        detected @1;
+        notDetected @2;
+      }
+    }
+  }
+
+  struct NavigationMessage @0xe2517b083095fd4e {
+    type @0 :Int32;
+    svId @1 :Int32;
+    messageId @2 :Int32;
+    submessageId @3 :Int32;
+    data @4 :Data;
+    status @5 :Status;
+
+    enum Status @0xec1ff7996b35366f {
+      unknown @0;
+      parityPassed @1;
+      parityRebuilt @2;
+    }
+  }
+}
+
+struct LidarPts @0xe3d6685d4e9d8f7a {
+  r @0 :List(UInt16);        # uint16   m*500.0
+  theta @1 :List(UInt16);    # uint16 deg*100.0
+  reflect @2 :List(UInt8);   # uint8      0-255
+
+  # For storing out of file.
+  idx @3 :UInt64;
+
+  # For storing in file
+  pkt @4 :Data;
+}
+
+

cereal/maptile.capnp

@@ -0,0 +1,49 @@
+using Cxx = import "./include/c++.capnp";
+$Cxx.namespace("cereal");
+
+@0xa086df597ef5d7a0;
+
+# Geometry
+struct Point {
+  x @0: Float64;
+  y @1: Float64;
+  z @2: Float64;
+}
+
+struct PolyLine {
+  points @0: List(Point);
+}
+
+# Map features
+struct Lane {
+  id @0 :Text;
+
+  leftBoundary @1 :LaneBoundary;
+  rightBoundary @2 :LaneBoundary;
+
+  leftAdjacentId @3 :Text;
+  rightAdjacentId @4 :Text;
+
+  inboundIds @5 :List(Text);
+  outboundIds @6 :List(Text);
+
+  struct LaneBoundary {
+    polyLine @0 :PolyLine;
+    startHeading @1 :Float32; # WRT north
+  }
+}
+
+# Map tiles
+struct TileSummary {
+  version @0 :Text;
+  updatedAt @1 :UInt64; # Millis since epoch
+
+  level @2 :UInt8;
+  x @3 :UInt16;
+  y @4 :UInt16;
+}
+
+struct MapTile {
+  summary @0 :TileSummary;
+  lanes @1 :List(Lane);
+}

cereal/messaging/.gitignore

@@ -0,0 +1,10 @@
+demo
+bridge
+test_runner
+*.o
+*.os
+*.d
+*.a
+*.so
+messaging_pyx.cpp
+build/

cereal/messaging/__init__.py

@@ -0,0 +1,252 @@
+# must be built with scons
+from msgq.ipc_pyx import Context, Poller, SubSocket, PubSocket, SocketEventHandle, toggle_fake_events, \
+                                set_fake_prefix, get_fake_prefix, delete_fake_prefix, wait_for_one_event
+from msgq.ipc_pyx import MultiplePublishersError, IpcError
+from msgq import fake_event_handle, pub_sock, sub_sock, drain_sock_raw, context
+
+import os
+import capnp
+import time
+
+from typing import Optional, List, Union, Dict, Deque
+from collections import deque
+
+from cereal import log
+from cereal.services import SERVICE_LIST
+
+NO_TRAVERSAL_LIMIT = 2**64-1
+
+
+def log_from_bytes(dat: bytes) -> capnp.lib.capnp._DynamicStructReader:
+  with log.Event.from_bytes(dat, traversal_limit_in_words=NO_TRAVERSAL_LIMIT) as msg:
+    return msg
+
+
+def new_message(service: Optional[str], size: Optional[int] = None, **kwargs) -> capnp.lib.capnp._DynamicStructBuilder:
+  args = {
+    'valid': False,
+    'logMonoTime': int(time.monotonic() * 1e9),
+    **kwargs
+  }
+  dat = log.Event.new_message(**args)
+  if service is not None:
+    if size is None:
+      dat.init(service)
+    else:
+      dat.init(service, size)
+  return dat
+
+
+def drain_sock(sock: SubSocket, wait_for_one: bool = False) -> List[capnp.lib.capnp._DynamicStructReader]:
+  """Receive all message currently available on the queue"""
+  msgs = drain_sock_raw(sock, wait_for_one=wait_for_one)
+  return [log_from_bytes(m) for m in msgs]
+
+
+# TODO: print when we drop packets?
+def recv_sock(sock: SubSocket, wait: bool = False) -> Optional[capnp.lib.capnp._DynamicStructReader]:
+  """Same as drain sock, but only returns latest message. Consider using conflate instead."""
+  dat = None
+
+  while 1:
+    if wait and dat is None:
+      recv = sock.receive()
+    else:
+      recv = sock.receive(non_blocking=True)
+
+    if recv is None:  # Timeout hit
+      break
+
+    dat = recv
+
+  if dat is not None:
+    dat = log_from_bytes(dat)
+
+  return dat
+
+
+def recv_one(sock: SubSocket) -> Optional[capnp.lib.capnp._DynamicStructReader]:
+  dat = sock.receive()
+  if dat is not None:
+    dat = log_from_bytes(dat)
+  return dat
+
+
+def recv_one_or_none(sock: SubSocket) -> Optional[capnp.lib.capnp._DynamicStructReader]:
+  dat = sock.receive(non_blocking=True)
+  if dat is not None:
+    dat = log_from_bytes(dat)
+  return dat
+
+
+def recv_one_retry(sock: SubSocket) -> capnp.lib.capnp._DynamicStructReader:
+  """Keep receiving until we get a message"""
+  while True:
+    dat = sock.receive()
+    if dat is not None:
+      return log_from_bytes(dat)
+
+
+class SubMaster:
+  def __init__(self, services: List[str], poll: Optional[str] = None,
+               ignore_alive: Optional[List[str]] = None, ignore_avg_freq: Optional[List[str]] = None,
+               ignore_valid: Optional[List[str]] = None, addr: str = "127.0.0.1", frequency: Optional[float] = None):
+    self.frame = -1
+    self.seen = {s: False for s in services}
+    self.updated = {s: False for s in services}
+    self.recv_time = {s: 0. for s in services}
+    self.recv_frame = {s: 0 for s in services}
+    self.alive = {s: False for s in services}
+    self.freq_ok = {s: False for s in services}
+    self.recv_dts: Dict[str, Deque[float]] = {}
+    self.sock = {}
+    self.data = {}
+    self.valid = {}
+    self.logMonoTime = {}
+
+    self.max_freq = {}
+    self.min_freq = {}
+
+    self.poller = Poller()
+    polled_services = set([poll, ] if poll is not None else services)
+    self.non_polled_services = set(services) - polled_services
+
+    self.ignore_average_freq = [] if ignore_avg_freq is None else ignore_avg_freq
+    self.ignore_alive = [] if ignore_alive is None else ignore_alive
+    self.ignore_valid = [] if ignore_valid is None else ignore_valid
+
+    self.simulation = bool(int(os.getenv("SIMULATION", "0")))
+
+    # if freq and poll aren't specified, assume the max to be conservative
+    assert frequency is None or poll is None, "Do not specify 'frequency' - frequency of the polled service will be used."
+    self.update_freq = frequency or max([SERVICE_LIST[s].frequency for s in polled_services])
+
+    for s in services:
+      p = self.poller if s not in self.non_polled_services else None
+      self.sock[s] = sub_sock(s, poller=p, addr=addr, conflate=True)
+
+      try:
+        data = new_message(s)
+      except capnp.lib.capnp.KjException:
+        data = new_message(s, 0) # lists
+
+      self.data[s] = getattr(data.as_reader(), s)
+      self.logMonoTime[s] = 0
+      self.valid[s] = True  # FIXME: this should default to False
+
+      freq = max(min([SERVICE_LIST[s].frequency, self.update_freq]), 1.)
+      if s == poll:
+        max_freq = freq
+        min_freq = freq
+      else:
+        max_freq = min(freq, self.update_freq)
+        if SERVICE_LIST[s].frequency >= 2*self.update_freq:
+          min_freq = self.update_freq
+        elif self.update_freq >= 2*SERVICE_LIST[s].frequency:
+          min_freq = freq
+        else:
+          min_freq = min(freq, freq / 2.)
+      self.max_freq[s] = max_freq*1.2
+      self.min_freq[s] = min_freq*0.8
+      self.recv_dts[s] = deque(maxlen=int(10*freq))
+
+  def __getitem__(self, s: str) -> capnp.lib.capnp._DynamicStructReader:
+    return self.data[s]
+
+  def _check_avg_freq(self, s: str) -> bool:
+    return SERVICE_LIST[s].frequency > 0.99 and (s not in self.ignore_average_freq) and (s not in self.ignore_alive)
+
+  def update(self, timeout: int = 100) -> None:
+    msgs = []
+    for sock in self.poller.poll(timeout):
+      msgs.append(recv_one_or_none(sock))
+
+    # non-blocking receive for non-polled sockets
+    for s in self.non_polled_services:
+      msgs.append(recv_one_or_none(self.sock[s]))
+    self.update_msgs(time.monotonic(), msgs)
+
+  def update_msgs(self, cur_time: float, msgs: List[capnp.lib.capnp._DynamicStructReader]) -> None:
+    self.frame += 1
+    self.updated = dict.fromkeys(self.updated, False)
+    for msg in msgs:
+      if msg is None:
+        continue
+
+      s = msg.which()
+      self.seen[s] = True
+      self.updated[s] = True
+
+      if self.recv_time[s] > 1e-5:
+        self.recv_dts[s].append(cur_time - self.recv_time[s])
+      self.recv_time[s] = cur_time
+      self.recv_frame[s] = self.frame
+      self.data[s] = getattr(msg, s)
+      self.logMonoTime[s] = msg.logMonoTime
+      self.valid[s] = msg.valid
+
+    for s in self.data:
+      if SERVICE_LIST[s].frequency > 1e-5 and not self.simulation:
+        # alive if delay is within 10x the expected frequency
+        self.alive[s] = (cur_time - self.recv_time[s]) < (10. / SERVICE_LIST[s].frequency)
+
+        # check average frequency; slow to fall, quick to recover
+        dts = self.recv_dts[s]
+        assert dts.maxlen is not None
+        recent_dts = list(dts)[-int(dts.maxlen / 10):]
+        try:
+          avg_freq = 1 / (sum(dts) / len(dts))
+          avg_freq_recent = 1 / (sum(recent_dts) / len(recent_dts))
+        except ZeroDivisionError:
+          avg_freq = 0
+          avg_freq_recent = 0
+
+        avg_freq_ok = self.min_freq[s] <= avg_freq <= self.max_freq[s]
+        recent_freq_ok = self.min_freq[s] <= avg_freq_recent <= self.max_freq[s]
+        self.freq_ok[s] = avg_freq_ok or recent_freq_ok
+      else:
+        self.freq_ok[s] = True
+        if self.simulation:
+          self.alive[s] = self.seen[s] # alive is defined as seen when simulation flag set
+        else:
+          self.alive[s] = True
+
+  def all_alive(self, service_list: Optional[List[str]] = None) -> bool:
+    if service_list is None:
+      service_list = list(self.sock.keys())
+    return all(self.alive[s] for s in service_list if s not in self.ignore_alive)
+
+  def all_freq_ok(self, service_list: Optional[List[str]] = None) -> bool:
+    if service_list is None:
+      service_list = list(self.sock.keys())
+    return all(self.freq_ok[s] for s in service_list if self._check_avg_freq(s))
+
+  def all_valid(self, service_list: Optional[List[str]] = None) -> bool:
+    if service_list is None:
+      service_list = list(self.sock.keys())
+    return all(self.valid[s] for s in service_list if s not in self.ignore_valid)
+
+  def all_checks(self, service_list: Optional[List[str]] = None) -> bool:
+    return self.all_alive(service_list) and self.all_freq_ok(service_list) and self.all_valid(service_list)
+
+
+class PubMaster:
+  def __init__(self, services: List[str]):
+    self.sock = {}
+    for s in services:
+      self.sock[s] = pub_sock(s)
+
+  def send(self, s: str, dat: Union[bytes, capnp.lib.capnp._DynamicStructBuilder]) -> None:
+    if not isinstance(dat, bytes):
+      dat = dat.to_bytes()
+    self.sock[s].send(dat)
+
+  def wait_for_readers_to_update(self, s: str, timeout: int, dt: float = 0.05) -> bool:
+    for _ in range(int(timeout*(1./dt))):
+      if self.sock[s].all_readers_updated():
+        return True
+      time.sleep(dt)
+    return False
+
+  def all_readers_updated(self, s: str) -> bool:
+    return self.sock[s].all_readers_updated()  # type: ignore

cereal/services.py

@@ -0,0 +1,128 @@
+#!/usr/bin/env python3
+from typing import Optional
+
+
+class Service:
+  def __init__(self, should_log: bool, frequency: float, decimation: Optional[int] = None):
+    self.should_log = should_log
+    self.frequency = frequency
+    self.decimation = decimation
+
+
+_services: dict[str, tuple] = {
+  # service: (should_log, frequency, qlog decimation (optional))
+  # note: the "EncodeIdx" packets will still be in the log
+  "gyroscope": (True, 104., 104),
+  "gyroscope2": (True, 100., 100),
+  "accelerometer": (True, 104., 104),
+  "accelerometer2": (True, 100., 100),
+  "magnetometer": (True, 25., 25),
+  "lightSensor": (True, 100., 100),
+  "temperatureSensor": (True, 2., 200),
+  "temperatureSensor2": (True, 2., 200),
+  "gpsNMEA": (True, 9.),
+  "deviceState": (True, 2., 1),
+  "can": (True, 100., 1223),  # decimation gives ~5 msgs in a full segment
+  "controlsState": (True, 100., 10),
+  "pandaStates": (True, 10., 1),
+  "peripheralState": (True, 2., 1),
+  "radarState": (True, 20., 5),
+  "roadEncodeIdx": (False, 20., 1),
+  "liveTracks": (True, 20.),
+  "sendcan": (True, 100., 139),
+  "logMessage": (True, 0.),
+  "errorLogMessage": (True, 0., 1),
+  "liveCalibration": (True, 4., 4),
+  "liveTorqueParameters": (True, 4., 1),
+  "androidLog": (True, 0.),
+  "carState": (True, 100., 10),
+  "carControl": (True, 100., 10),
+  "carOutput": (True, 100., 10),
+  "longitudinalPlan": (True, 20., 5),
+  "procLog": (True, 0.5, 15),
+  "gpsLocationExternal": (True, 10., 10),
+  "gpsLocation": (True, 1., 1),
+  "ubloxGnss": (True, 10.),
+  "qcomGnss": (True, 2.),
+  "gnssMeasurements": (True, 10., 10),
+  "clocks": (True, 0.1, 1),
+  "ubloxRaw": (True, 20.),
+  "liveLocationKalman": (True, 20., 5),
+  "liveParameters": (True, 20., 5),
+  "cameraOdometry": (True, 20., 5),
+  "thumbnail": (True, 0.2, 1),
+  "onroadEvents": (True, 1., 1),
+  "carParams": (True, 0.02, 1),
+  "roadCameraState": (True, 20., 20),
+  "driverCameraState": (True, 20., 20),
+  "driverEncodeIdx": (False, 20., 1),
+  "driverStateV2": (True, 20., 10),
+  "driverMonitoringState": (True, 20., 10),
+  "wideRoadEncodeIdx": (False, 20., 1),
+  "wideRoadCameraState": (True, 20., 20),
+  "drivingModelData": (True, 20., 10),
+  "modelV2": (True, 20., 40),
+  "managerState": (True, 2., 1),
+  "uploaderState": (True, 0., 1),
+  "navInstruction": (True, 1., 10),
+  "navRoute": (True, 0.),
+  "navThumbnail": (True, 0.),
+  "navModel": (True, 2., 4.),
+  "mapRenderState": (True, 2., 1.),
+  "uiPlan": (True, 20., 40.),
+  "qRoadEncodeIdx": (False, 20.),
+  "userFlag": (True, 0., 1),
+  "microphone": (True, 10., 10),
+
+  # debug
+  "uiDebug": (True, 0., 1),
+  "testJoystick": (True, 0.),
+  "roadEncodeData": (False, 20.),
+  "driverEncodeData": (False, 20.),
+  "wideRoadEncodeData": (False, 20.),
+  "qRoadEncodeData": (False, 20.),
+  "livestreamWideRoadEncodeIdx": (False, 20.),
+  "livestreamRoadEncodeIdx": (False, 20.),
+  "livestreamDriverEncodeIdx": (False, 20.),
+  "livestreamWideRoadEncodeData": (False, 20.),
+  "livestreamRoadEncodeData": (False, 20.),
+  "livestreamDriverEncodeData": (False, 20.),
+  "customReservedRawData0": (True, 0.),
+  "customReservedRawData1": (True, 0.),
+  "customReservedRawData2": (True, 0.),
+
+  # FrogPilot
+  "frogpilotCarParams": (True, 0.02, 1),
+  "frogpilotCarState": (True, 100., 10),
+  "frogpilotDeviceState": (True, 2., 1),
+  "frogpilotNavigation": (True, 1., 10),
+  "frogpilotPlan": (True, 20., 5),
+}
+SERVICE_LIST = {name: Service(*vals) for
+                idx, (name, vals) in enumerate(_services.items())}
+
+
+def build_header():
+  h = ""
+  h += "/* THIS IS AN AUTOGENERATED FILE, PLEASE EDIT services.py */\n"
+  h += "#ifndef __SERVICES_H\n"
+  h += "#define __SERVICES_H\n"
+
+  h += "#include <map>\n"
+  h += "#include <string>\n"
+
+  h += "struct service { std::string name; bool should_log; int frequency; int decimation; };\n"
+  h += "static std::map<std::string, service> services = {\n"
+  for k, v in SERVICE_LIST.items():
+    should_log = "true" if v.should_log else "false"
+    decimation = -1 if v.decimation is None else v.decimation
+    h += '  { "%s", {"%s", %s, %d, %d}},\n' % \
+         (k, k, should_log, v.frequency, decimation)
+  h += "};\n"
+
+  h += "#endif\n"
+  return h
+
+
+if __name__ == "__main__":
+  print(build_header())

common/.gitignore

@@ -0,0 +1 @@
+*.cpp

common/api/__init__.py

@@ -1,15 +1,49 @@
+import jwt
+import os
 import requests
+from datetime import datetime, timedelta
+from openpilot.system.hardware.hw import Paths
+from openpilot.system.version import get_version
+
+from openpilot.frogpilot.common.frogpilot_utilities import use_konik_server
+
+API_HOST = os.getenv('API_HOST', 'https://api.commadotai.com')
+KONIK_API_HOST = os.getenv('API_HOST', 'https://api.konik.ai')
+
+class Api:
+  def __init__(self, dongle_id):
+    self.dongle_id = dongle_id
+    with open(Paths.persist_root()+'/comma/id_rsa') as f:
+      self.private_key = f.read()
+
+  def get(self, *args, **kwargs):
+    return self.request('GET', *args, **kwargs)
+
+  def post(self, *args, **kwargs):
+    return self.request('POST', *args, **kwargs)
+
+  def request(self, method, endpoint, timeout=None, access_token=None, **params):
+    return api_get(endpoint, method=method, timeout=timeout, access_token=access_token, **params)
+
+  def get_token(self, expiry_hours=1):
+    now = datetime.utcnow()
+    payload = {
+      'identity': self.dongle_id,
+      'nbf': now,
+      'iat': now,
+      'exp': now + timedelta(hours=expiry_hours)
+    }
+    token = jwt.encode(payload, self.private_key, algorithm='RS256')
+    if isinstance(token, bytes):
+      token = token.decode('utf8')
+    return token
 
-from selfdrive.version import version
 
 def api_get(endpoint, method='GET', timeout=None, access_token=None, **params):
-  backend = "https://api.commadotai.com/"
-
   headers = {}
   if access_token is not None:
-    headers['Authorization'] = "JWT "+access_token
+    headers['Authorization'] = "JWT " + access_token
 
-  headers['User-Agent'] = "openpilot-" + version
-
-  return requests.request(method, backend+endpoint, timeout=timeout, headers = headers, params=params)
+  headers['User-Agent'] = "openpilot-" + get_version()
 
+  return requests.request(method, (KONIK_API_HOST if use_konik_server() else API_HOST) + "/" + endpoint, timeout=timeout, headers=headers, params=params)

common/basedir.py

@@ -1,4 +1,4 @@
 import os
+
+
 BASEDIR = os.path.abspath(os.path.join(os.path.dirname(os.path.realpath(__file__)), "../"))
-
-

common/conversions.py

@@ -0,0 +1,25 @@
+import numpy as np
+
+class Conversions:
+  # Speed
+  MPH_TO_KPH = 1.609344
+  KPH_TO_MPH = 1. / MPH_TO_KPH
+  MS_TO_KPH = 3.6
+  KPH_TO_MS = 1. / MS_TO_KPH
+  MS_TO_MPH = MS_TO_KPH * KPH_TO_MPH
+  MPH_TO_MS = MPH_TO_KPH * KPH_TO_MS
+  MS_TO_KNOTS = 1.9438
+  KNOTS_TO_MS = 1. / MS_TO_KNOTS
+
+  # Distance
+  METER_TO_FOOT = 3.28084
+  FOOT_TO_METER = 1. / METER_TO_FOOT
+  CM_TO_INCH = 1. / 2.54
+  INCH_TO_CM = 1. / CM_TO_INCH
+
+  # Angle
+  DEG_TO_RAD = np.pi / 180.
+  RAD_TO_DEG = 1. / DEG_TO_RAD
+
+  # Mass
+  LB_TO_KG = 0.453592

common/dbc.py

@@ -1,286 +0,0 @@
-import re
-import os
-import struct
-import sys
-import numbers
-from collections import namedtuple, defaultdict
-
-def int_or_float(s):
-  # return number, trying to maintain int format
-  try:
-    return int(s)
-  except ValueError:
-    return float(s)
-
-DBCSignal = namedtuple(
-  "DBCSignal", ["name", "start_bit", "size", "is_little_endian", "is_signed",
-                "factor", "offset", "tmin", "tmax", "units"])
-
-
-class dbc(object):
-  def __init__(self, fn):
-    self.name, _ = os.path.splitext(os.path.basename(fn))
-    with open(fn) as f:
-      self.txt = f.read().split("\n")
-    self._warned_addresses = set()
-
-    # regexps from https://github.com/ebroecker/canmatrix/blob/master/canmatrix/importdbc.py
-    bo_regexp = re.compile(r"^BO\_ (\w+) (\w+) *: (\w+) (\w+)")
-    sg_regexp = re.compile(r"^SG\_ (\w+) : (\d+)\|(\d+)@(\d+)([\+|\-]) \(([0-9.+\-eE]+),([0-9.+\-eE]+)\) \[([0-9.+\-eE]+)\|([0-9.+\-eE]+)\] \"(.*)\" (.*)")
-    sgm_regexp = re.compile(r"^SG\_ (\w+) (\w+) *: (\d+)\|(\d+)@(\d+)([\+|\-]) \(([0-9.+\-eE]+),([0-9.+\-eE]+)\) \[([0-9.+\-eE]+)\|([0-9.+\-eE]+)\] \"(.*)\" (.*)")
-    val_regexp = re.compile(r"VAL\_ (\w+) (\w+) (\s*[-+]?[0-9]+\s+\".+?\"[^;]*)")
-
-    # A dictionary which maps message ids to tuples ((name, size), signals).
-    #   name is the ASCII name of the message.
-    #   size is the size of the message in bytes.
-    #   signals is a list signals contained in the message.
-    # signals is a list of DBCSignal in order of increasing start_bit.
-    self.msgs = {}
-
-    # A dictionary which maps message ids to a list of tuples (signal name, definition value pairs)
-    self.def_vals = defaultdict(list)
-
-    # lookup to bit reverse each byte
-    self.bits_index = [(i & ~0b111) + ((-i-1) & 0b111) for i in xrange(64)]
-
-    for l in self.txt:
-      l = l.strip()
-
-      if l.startswith("BO_ "):
-        # new group
-        dat = bo_regexp.match(l)
-
-        if dat is None:
-          print "bad BO", l
-        name = dat.group(2)
-        size = int(dat.group(3))
-        ids = int(dat.group(1), 0) # could be hex
-        if ids in self.msgs:
-          sys.exit("Duplicate address detected %d %s" % (ids, self.name))
-
-        self.msgs[ids] = ((name, size), [])
-
-      if l.startswith("SG_ "):
-        # new signal
-        dat = sg_regexp.match(l)
-        go = 0
-        if dat is None:
-          dat = sgm_regexp.match(l)
-          go = 1
-        if dat is None:
-          print "bad SG", l
-
-        sgname = dat.group(1)
-        start_bit = int(dat.group(go+2))
-        signal_size = int(dat.group(go+3))
-        is_little_endian = int(dat.group(go+4))==1
-        is_signed = dat.group(go+5)=='-'
-        factor = int_or_float(dat.group(go+6))
-        offset = int_or_float(dat.group(go+7))
-        tmin = int_or_float(dat.group(go+8))
-        tmax = int_or_float(dat.group(go+9))
-        units = dat.group(go+10)
-
-        self.msgs[ids][1].append(
-          DBCSignal(sgname, start_bit, signal_size, is_little_endian,
-                    is_signed, factor, offset, tmin, tmax, units))
-
-      if l.startswith("VAL_ "):
-        # new signal value/definition
-        dat = val_regexp.match(l)
-
-        if dat is None:
-          print "bad VAL", l
-        ids = int(dat.group(1), 0) # could be hex
-        sgname = dat.group(2)
-        defvals = dat.group(3)
-
-        defvals = defvals.replace("?","\?") #escape sequence in C++
-        defvals = defvals.split('"')[:-1]
-
-        defs = defvals[1::2]
-        #cleanup, convert to UPPER_CASE_WITH_UNDERSCORES
-        for i,d in enumerate(defs):
-          d = defs[i].strip().upper()
-          defs[i] = d.replace(" ","_")
-
-        defvals[1::2] = defs
-        defvals = '"'+"".join(str(i) for i in defvals)+'"'
-
-        self.def_vals[ids].append((sgname, defvals))
-
-    for msg in self.msgs.viewvalues():
-      msg[1].sort(key=lambda x: x.start_bit)
-
-    self.msg_name_to_address = {}
-    for address, m in self.msgs.items():
-      name = m[0][0]
-      self.msg_name_to_address[name] = address
-
-  def lookup_msg_id(self, msg_id):
-    if not isinstance(msg_id, numbers.Number):
-      msg_id = self.msg_name_to_address[msg_id]
-    return msg_id
-
-  def reverse_bytes(self, x):
-    return ((x & 0xff00000000000000) >> 56) | \
-           ((x & 0x00ff000000000000) >> 40) | \
-           ((x & 0x0000ff0000000000) >> 24) | \
-           ((x & 0x000000ff00000000) >> 8) | \
-           ((x & 0x00000000ff000000) << 8) | \
-           ((x & 0x0000000000ff0000) << 24) | \
-           ((x & 0x000000000000ff00) << 40) | \
-           ((x & 0x00000000000000ff) << 56)
-
-  def encode(self, msg_id, dd):
-    """Encode a CAN message using the dbc.
-
-       Inputs:
-        msg_id: The message ID.
-        dd: A dictionary mapping signal name to signal data.
-    """
-    msg_id = self.lookup_msg_id(msg_id)
-
-    msg_def = self.msgs[msg_id]
-    size = msg_def[0][1]
-
-    result = 0
-    for s in msg_def[1]:
-      ival = dd.get(s.name)
-      if ival is not None:
-
-        b2 = s.size
-        if s.is_little_endian:
-          b1 = s.start_bit
-        else:
-          b1 = (s.start_bit // 8) * 8 + (-s.start_bit - 1) % 8
-        bo = 64 - (b1 + s.size)
-
-        ival = (ival / s.factor) - s.offset
-        ival = int(round(ival))
-
-        if s.is_signed and ival < 0:
-          ival = (1 << b2) + ival
-
-        shift = b1 if s.is_little_endian else bo
-        mask = ((1 << b2) - 1) << shift
-        dat = (ival & ((1 << b2) - 1)) << shift
-
-        if s.is_little_endian:
-          mask = self.reverse_bytes(mask)
-          dat = self.reverse_bytes(dat)
-
-        result &= ~mask
-        result |= dat
-
-    result = struct.pack('>Q', result)
-    return result[:size]
-
-  def decode(self, x, arr=None, debug=False):
-    """Decode a CAN message using the dbc.
-
-       Inputs:
-        x: A collection with elements (address, time, data), where address is
-           the CAN address, time is the bus time, and data is the CAN data as a
-           hex string.
-        arr: Optional list of signals which should be decoded and returned.
-        debug: True to print debugging statements.
-
-       Returns:
-        A tuple (name, data), where name is the name of the CAN message and data
-        is the decoded result. If arr is None, data is a dict of properties.
-        Otherwise data is a list of the same length as arr.
-
-        Returns (None, None) if the message could not be decoded.
-    """
-
-    if arr is None:
-      out = {}
-    else:
-      out = [None]*len(arr)
-
-    msg = self.msgs.get(x[0])
-    if msg is None:
-      if x[0] not in self._warned_addresses:
-        #print("WARNING: Unknown message address {}".format(x[0]))
-        self._warned_addresses.add(x[0])
-      return None, None
-
-    name = msg[0][0]
-    if debug:
-      print name
-
-    st = x[2].ljust(8, '\x00')
-    le, be = None, None
-
-    for s in msg[1]:
-      if arr is not None and s[0] not in arr:
-        continue
-
-      start_bit = s[1]
-      signal_size = s[2]
-      little_endian = s[3]
-      signed = s[4]
-      factor = s[5]
-      offset = s[6]
-
-      b2 = signal_size
-      if little_endian:
-        b1 = start_bit
-      else:
-        b1 = (start_bit // 8) * 8 + (-start_bit - 1) % 8
-      bo = 64 - (b1 + signal_size)
-
-      if little_endian:
-        if le is None:
-          le = struct.unpack("<Q", st)[0]
-        shift_amount = b1
-        tmp = le
-      else:
-        if be is None:
-          be = struct.unpack(">Q", st)[0]
-        shift_amount = bo
-        tmp = be
-
-      if shift_amount < 0:
-        continue
-
-      tmp = (tmp >> shift_amount) & ((1 << b2) - 1)
-      if signed and (tmp >> (b2 - 1)):
-        tmp -= (1 << b2)
-
-      tmp = tmp * factor + offset
-
-      # if debug:
-      #   print "%40s  %2d %2d  %7.2f %s" % (s[0], s[1], s[2], tmp, s[-1])
-
-      if arr is None:
-        out[s[0]] = tmp
-      else:
-        out[arr.index(s[0])] = tmp
-    return name, out
-
-  def get_signals(self, msg):
-    msg = self.lookup_msg_id(msg)
-    return [sgs.name for sgs in self.msgs[msg][1]]
-
-
-if __name__ == "__main__":
-   from opendbc import DBC_PATH
-   import numpy as np
-
-   dbc_test = dbc(os.path.join(DBC_PATH, 'toyota_prius_2017_pt_generated.dbc'))
-   msg = ('STEER_ANGLE_SENSOR', {'STEER_ANGLE': -6.0, 'STEER_RATE': 4, 'STEER_FRACTION': -0.2})
-   encoded = dbc_test.encode(*msg)
-   decoded = dbc_test.decode((0x25, 0, encoded))
-   assert decoded == msg
-
-   dbc_test = dbc(os.path.join(DBC_PATH, 'hyundai_santa_fe_2019_ccan.dbc'))
-   decoded = dbc_test.decode((0x2b0, 0, "\xfa\xfe\x00\x07\x12"))
-   assert np.isclose(decoded[1]['SAS_Angle'], -26.2)
-
-   msg = ('SAS11', {'SAS_Stat': 7.0, 'MsgCount': 0.0, 'SAS_Angle': -26.200000000000003, 'SAS_Speed': 0.0, 'CheckSum': 0.0})
-   encoded = dbc_test.encode(*msg)
-   decoded = dbc_test.decode((0x2b0, 0, encoded))
-
-   assert decoded == msg

common/dict_helpers.py

@@ -0,0 +1,9 @@
+# remove all keys that end in DEPRECATED
+def strip_deprecated_keys(d):
+  for k in list(d.keys()):
+    if isinstance(k, str):
+      if k.endswith('DEPRECATED'):
+        d.pop(k)
+      elif isinstance(d[k], dict):
+        strip_deprecated_keys(d[k])
+  return d

common/ffi_wrapper.py

@@ -1,42 +1,8 @@
-import os
-import sys
-import fcntl
-import hashlib
-from cffi import FFI
+import platform
 
-TMPDIR = "/tmp/ccache"
 
-def ffi_wrap(name, c_code, c_header, tmpdir=TMPDIR, cflags="", libraries=[]):
-  cache = name + "_" + hashlib.sha1(c_code).hexdigest()
-  try:
-    os.mkdir(tmpdir)
-  except OSError:
-    pass
-
-  fd = os.open(tmpdir, 0)
-  fcntl.flock(fd, fcntl.LOCK_EX)
-  try:
-    sys.path.append(tmpdir)
-    try:
-      mod = __import__(cache)
-    except Exception:
-      print "cache miss", cache
-      compile_code(cache, c_code, c_header, tmpdir, cflags, libraries)
-      mod = __import__(cache)
-  finally:
-    os.close(fd)
-
-  return mod.ffi, mod.lib
-
-def compile_code(name, c_code, c_header, directory, cflags="", libraries=[]):
-  ffibuilder = FFI()
-  ffibuilder.set_source(name, c_code, source_extension='.cpp', libraries=libraries)
-  ffibuilder.cdef(c_header)
-  os.environ['OPT'] = "-fwrapv -O2 -DNDEBUG -std=c++11"
-  os.environ['CFLAGS'] = cflags
-  ffibuilder.compile(verbose=True, debug=False, tmpdir=directory)
-
-def wrap_compiled(name, directory):
-  sys.path.append(directory)
-  mod = __import__(name)
-  return mod.ffi, mod.lib
+def suffix():
+  if platform.system() == "Darwin":
+    return ".dylib"
+  else:
+    return ".so"

common/file_helpers.py

@@ -0,0 +1,37 @@
+import os
+import tempfile
+import contextlib
+
+
+class CallbackReader:
+  """Wraps a file, but overrides the read method to also
+  call a callback function with the number of bytes read so far."""
+  def __init__(self, f, callback, *args):
+    self.f = f
+    self.callback = callback
+    self.cb_args = args
+    self.total_read = 0
+
+  def __getattr__(self, attr):
+    return getattr(self.f, attr)
+
+  def read(self, *args, **kwargs):
+    chunk = self.f.read(*args, **kwargs)
+    self.total_read += len(chunk)
+    self.callback(*self.cb_args, self.total_read)
+    return chunk
+
+
+@contextlib.contextmanager
+def atomic_write_in_dir(path: str, mode: str = 'w', buffering: int = -1, encoding: str = None, newline: str = None,
+                        overwrite: bool = False):
+  """Write to a file atomically using a temporary file in the same directory as the destination file."""
+  dir_name = os.path.dirname(path)
+
+  if not overwrite and os.path.exists(path):
+    raise FileExistsError(f"File '{path}' already exists. To overwrite it, set 'overwrite' to True.")
+
+  with tempfile.NamedTemporaryFile(mode=mode, buffering=buffering, encoding=encoding, newline=newline, dir=dir_name, delete=False) as tmp_file:
+    yield tmp_file
+    tmp_file_name = tmp_file.name
+  os.replace(tmp_file_name, path)

common/filter_simple.py

@@ -1,10 +1,18 @@
-class FirstOrderFilter():
+class FirstOrderFilter:
   # first order filter
-  def __init__(self, x0, ts, dt):
-    self.k = (dt / ts) / (1. + dt / ts)
+  def __init__(self, x0, rc, dt, initialized=True):
     self.x = x0
+    self.dt = dt
+    self.update_alpha(rc)
+    self.initialized = initialized
+
+  def update_alpha(self, rc):
+    self.alpha = self.dt / (rc + self.dt)
 
   def update(self, x):
-    self.x = (1. - self.k) * self.x + self.k * x
-
-
+    if self.initialized:
+      self.x = (1. - self.alpha) * self.x + self.alpha * x
+    else:
+      self.initialized = True
+      self.x = x
+    return self.x

common/fingerprints.py

@@ -1,64 +0,0 @@
-import os
-from common.basedir import BASEDIR
-
-def get_fingerprint_list():
-  # read all the folders in selfdrive/car and return a dict where:
-  # - keys are all the car models for which we have a fingerprint
-  # - values are lists dicts of messages that constitute the unique 
-  #   CAN fingerprint of each car model and all its variants
-  fingerprints = {}
-  for car_folder in [x[0] for x in os.walk(BASEDIR + '/selfdrive/car')]:
-    try:
-      car_name = car_folder.split('/')[-1]
-      values = __import__('selfdrive.car.%s.values' % car_name, fromlist=['FINGERPRINTS'])
-      if hasattr(values, 'FINGERPRINTS'):
-        car_fingerprints = values.FINGERPRINTS
-      else:
-        continue
-      for f, v in car_fingerprints.items():
-        fingerprints[f] = v
-    except (ImportError, IOError):
-      pass
-  return fingerprints
-
-
-_FINGERPRINTS = get_fingerprint_list()
-
-_DEBUG_ADDRESS = {1880: 8}   # reserved for debug purposes
-
-def is_valid_for_fingerprint(msg, car_fingerprint):
-  adr = msg.address
-  bus = msg.src
-  # ignore addresses that are more than 11 bits
-  return (adr in car_fingerprint and car_fingerprint[adr] == len(msg.dat)) or \
-         bus != 0 or adr >= 0x800
-
-
-def eliminate_incompatible_cars(msg, candidate_cars):
-  """Removes cars that could not have sent msg.
-
-     Inputs:
-      msg: A cereal/log CanData message from the car.
-      candidate_cars: A list of cars to consider.
-
-     Returns:
-      A list containing the subset of candidate_cars that could have sent msg.
-  """
-  compatible_cars = []
-
-  for car_name in candidate_cars:
-    car_fingerprints = _FINGERPRINTS[car_name]
-
-    for fingerprint in car_fingerprints:
-      fingerprint.update(_DEBUG_ADDRESS)  # add alien debug address
-
-      if is_valid_for_fingerprint(msg, fingerprint):
-        compatible_cars.append(car_name)
-        break
-
-  return compatible_cars
-
-
-def all_known_cars():
-  """Returns a list of all known car strings."""
-  return _FINGERPRINTS.keys()

common/git.py

@@ -0,0 +1,42 @@
+from functools import cache
+import subprocess
+from openpilot.common.run import run_cmd, run_cmd_default
+
+
+@cache
+def get_commit(cwd: str = None, branch: str = "HEAD") -> str:
+  return run_cmd_default(["git", "rev-parse", branch], cwd=cwd)
+
+
+@cache
+def get_commit_date(cwd: str = None, commit: str = "HEAD") -> str:
+  return run_cmd_default(["git", "show", "--no-patch", "--format='%ct %ci'", commit], cwd=cwd)
+
+
+@cache
+def get_short_branch(cwd: str = None) -> str:
+  return run_cmd_default(["git", "rev-parse", "--abbrev-ref", "HEAD"], cwd=cwd)
+
+
+@cache
+def get_branch(cwd: str = None) -> str:
+  return run_cmd_default(["git", "rev-parse", "--abbrev-ref", "--symbolic-full-name", "@{u}"], cwd=cwd)
+
+
+@cache
+def get_origin(cwd: str = None) -> str:
+  try:
+    local_branch = run_cmd(["git", "name-rev", "--name-only", "HEAD"], cwd=cwd)
+    tracking_remote = run_cmd(["git", "config", "branch." + local_branch + ".remote"], cwd=cwd)
+    return run_cmd(["git", "config", "remote." + tracking_remote + ".url"], cwd=cwd)
+  except subprocess.CalledProcessError:  # Not on a branch, fallback
+    return run_cmd_default(["git", "config", "--get", "remote.origin.url"], cwd=cwd)
+
+
+@cache
+def get_normalized_origin(cwd: str = None) -> str:
+  return get_origin(cwd) \
+    .replace("git@", "", 1) \
+    .replace(".git", "", 1) \
+    .replace("https://", "", 1) \
+    .replace(":", "/", 1)

common/gpio.py

@@ -0,0 +1,54 @@
+import os
+from functools import cache
+
+def gpio_init(pin: int, output: bool) -> None:
+  try:
+    with open(f"/sys/class/gpio/gpio{pin}/direction", 'wb') as f:
+      f.write(b"out" if output else b"in")
+  except Exception as e:
+    print(f"Failed to set gpio {pin} direction: {e}")
+
+def gpio_set(pin: int, high: bool) -> None:
+  try:
+    with open(f"/sys/class/gpio/gpio{pin}/value", 'wb') as f:
+      f.write(b"1" if high else b"0")
+  except Exception as e:
+    print(f"Failed to set gpio {pin} value: {e}")
+
+def gpio_read(pin: int) -> bool | None:
+  val = None
+  try:
+    with open(f"/sys/class/gpio/gpio{pin}/value", 'rb') as f:
+      val = bool(int(f.read().strip()))
+  except Exception as e:
+    print(f"Failed to set gpio {pin} value: {e}")
+
+  return val
+
+def gpio_export(pin: int) -> None:
+  if os.path.isdir(f"/sys/class/gpio/gpio{pin}"):
+    return
+
+  try:
+    with open("/sys/class/gpio/export", 'w') as f:
+      f.write(str(pin))
+  except Exception:
+    print(f"Failed to export gpio {pin}")
+
+@cache
+def get_irq_action(irq: int) -> list[str]:
+  try:
+    with open(f"/sys/kernel/irq/{irq}/actions") as f:
+      actions = f.read().strip().split(',')
+      return actions
+  except FileNotFoundError:
+    return []
+
+def get_irqs_for_action(action: str) -> list[str]:
+  ret = []
+  with open("/proc/interrupts") as f:
+    for l in f.readlines():
+      irq = l.split(':')[0].strip()
+      if irq.isdigit() and action in get_irq_action(irq):
+        ret.append(irq)
+  return ret

common/kalman/ekf.py

@@ -1,253 +0,0 @@
-# pylint: skip-file
-from __future__ import print_function
-import abc
-import numpy as np
-# The EKF class contains the framework for an Extended Kalman Filter, but must be subclassed to use.
-# A subclass must implement:
-#   1) calc_transfer_fun(); see bottom of file for more info.
-#   2) __init__() to initialize self.state, self.covar, and self.process_noise appropriately
-
-# Alternatively, the existing implementations of EKF can be used (e.g. EKF2D)
-
-# Sensor classes are optionally used to pass measurement information into the EKF, to keep
-#   sensor parameters and processing methods for a each sensor together.
-# Sensor classes have a read() method which takes raw sensor data and returns
-#   a SensorReading object, which can be passed to the EKF update() method.
-
-# For usage, see run_ekf1d.py in selfdrive/new for a simple example.
-# ekf.predict(dt) should be called between update cycles with the time since it was last called.
-# Ideally, predict(dt) should be called at a relatively constant rate.
-# update() should be called once per sensor, and can be called multiple times between predict steps.
-# Access and set the state of the filter directly with ekf.state and ekf.covar.
-
-
-class SensorReading:
-  # Given a perfect model and no noise, data = obs_model * state
-  def __init__(self, data, covar, obs_model):
-    self.data = data
-    self.obs_model = obs_model
-    self.covar = covar
-
-  def __repr__(self):
-    return "SensorReading(data={}, covar={}, obs_model={})".format(
-      repr(self.data), repr(self.covar), repr(self.obs_model))
-
-
-# A generic sensor class that does no pre-processing of data
-class SimpleSensor:
-  # obs_model can be
-  #   a full observation model matrix, or
-  #   an integer or tuple of indices into ekf.state, indicating which variables are being directly observed
-  # covar can be
-  #   a full covariance matrix
-  #   a float or tuple of individual covars for each component of the sensor reading
-  # dims is the number of states in the EKF
-  def __init__(self, obs_model, covar, dims):
-    # Allow for integer covar/obs_model
-    if not hasattr(obs_model, "__len__"):
-      obs_model = (obs_model, )
-    if not hasattr(covar, "__len__"):
-      covar = (covar, )
-
-    # Full observation model passed
-    if dims in np.array(obs_model).shape:
-      self.obs_model = np.asmatrix(obs_model)
-      self.covar = np.asmatrix(covar)
-    # Indices of unit observations passed
-    else:
-      self.obs_model = np.matlib.zeros((len(obs_model), dims))
-      self.obs_model[:, list(obs_model)] = np.identity(len(obs_model))
-      if np.asarray(covar).ndim == 2:
-        self.covar = np.asmatrix(covar)
-      elif len(covar) == len(obs_model):
-        self.covar = np.matlib.diag(covar)
-      else:
-        self.covar = np.matlib.identity(len(obs_model)) * covar
-
-  def read(self, data, covar=None):
-    if covar:
-      self.covar = covar
-    return SensorReading(data, self.covar, self.obs_model)
-
-
-class EKF:
-  __metaclass__ = abc.ABCMeta
-
-  def __init__(self, debug=False):
-    self.DEBUG = debug
-
-
-  def __str__(self):
-    return "EKF(state={}, covar={})".format(self.state, self.covar)
-
-  # Measurement update
-  # Reading should be a SensorReading object with data, covar, and obs_model attributes
-  def update(self, reading):
-    # Potential improvements:
-    # deal with negative covars
-    # add noise to really low covars to ensure stability
-    # use mahalanobis distance to reject outliers
-    # wrap angles after state updates and innovation
-
-    # y = z - H*x
-    innovation = reading.data - reading.obs_model * self.state
-
-    if self.DEBUG:
-      print("reading:\n",reading.data)
-      print("innovation:\n",innovation)
-
-    # S = H*P*H' + R
-    innovation_covar = reading.obs_model * self.covar * reading.obs_model.T + reading.covar
-
-    # K = P*H'*S^-1
-    kalman_gain = self.covar * reading.obs_model.T * np.linalg.inv(
-      innovation_covar)
-
-    if self.DEBUG:
-      print("gain:\n", kalman_gain)
-      print("innovation_covar:\n", innovation_covar)
-      print("innovation: ", innovation)
-      print("test: ", self.covar * reading.obs_model.T * (
-        reading.obs_model * self.covar * reading.obs_model.T + reading.covar *
-        0).I)
-
-    # x = x + K*y
-    self.state += kalman_gain*innovation
-
-    # print "covar", np.diag(self.covar)
-    #self.state[(roll_vel, yaw_vel, pitch_vel),:] = reading.data
-
-    # Standard form: P = (I - K*H)*P
-    # self.covar = (self.identity - kalman_gain*reading.obs_model) * self.covar
-
-    # Use the Joseph form for numerical stability: P = (I-K*H)*P*(I - K*H)' + K*R*K'
-    aux_mtrx = (self.identity - kalman_gain * reading.obs_model)
-    self.covar = aux_mtrx * self.covar * aux_mtrx.T + kalman_gain * reading.covar * kalman_gain.T
-
-    if self.DEBUG:
-      print("After update")
-      print("state\n", self.state)
-      print("covar:\n",self.covar)
-
-  def update_scalar(self, reading):
-    # like update but knowing that measurement is a scalar
-    # this avoids matrix inversions and speeds up (surprisingly) drived.py a lot
-
-    # innovation = reading.data - np.matmul(reading.obs_model, self.state)
-    # innovation_covar = np.matmul(np.matmul(reading.obs_model, self.covar), reading.obs_model.T) + reading.covar
-    # kalman_gain = np.matmul(self.covar, reading.obs_model.T)/innovation_covar
-    # self.state += np.matmul(kalman_gain, innovation)
-    # aux_mtrx = self.identity - np.matmul(kalman_gain, reading.obs_model)
-    # self.covar =  np.matmul(aux_mtrx, np.matmul(self.covar, aux_mtrx.T)) + np.matmul(kalman_gain, np.matmul(reading.covar, kalman_gain.T))
-
-    # written without np.matmul
-    es = np.einsum
-    ABC_T = "ij,jk,lk->il"
-    AB_T = "ij,kj->ik"
-    AB = "ij,jk->ik"
-    innovation = reading.data - es(AB, reading.obs_model, self.state)
-    innovation_covar = es(ABC_T, reading.obs_model, self.covar,
-                          reading.obs_model) + reading.covar
-    kalman_gain = es(AB_T, self.covar, reading.obs_model) / innovation_covar
-
-    self.state += es(AB, kalman_gain, innovation)
-    aux_mtrx = self.identity - es(AB, kalman_gain, reading.obs_model)
-    self.covar = es(ABC_T, aux_mtrx, self.covar, aux_mtrx) + \
-                 es(ABC_T, kalman_gain, reading.covar, kalman_gain)
-
-  # Prediction update
-  def predict(self, dt):
-    es = np.einsum
-    ABC_T = "ij,jk,lk->il"
-    AB = "ij,jk->ik"
-
-    # State update
-    transfer_fun, transfer_fun_jacobian = self.calc_transfer_fun(dt)
-
-    # self.state = np.matmul(transfer_fun, self.state)
-    # self.covar = np.matmul(np.matmul(transfer_fun_jacobian, self.covar), transfer_fun_jacobian.T) + self.process_noise * dt
-
-    # x = f(x, u), written in the form x = A(x, u)*x
-    self.state = es(AB, transfer_fun, self.state)
-
-    # P = J*P*J' + Q
-    self.covar = es(ABC_T, transfer_fun_jacobian, self.covar,
-                    transfer_fun_jacobian) + self.process_noise * dt  #!dt
-
-    #! Clip covariance to avoid explosions
-    self.covar = np.clip(self.covar,-1e10,1e10)
-
-  @abc.abstractmethod
-  def calc_transfer_fun(self, dt):
-    """Return a tuple with the transfer function and transfer function jacobian
-    The transfer function and jacobian should both be a numpy matrix of size DIMSxDIMS
-
-    The transfer function matrix A should satisfy the state-update equation
-      x_(k+1) = A * x_k
-
-    The jacobian J is the direct jacobian A*x_k. For linear systems J=A.
-
-    Current implementations calculate A and J as functions of state. Control input
-      can be added trivially by adding a control parameter to predict() and calc_tranfer_update(),
-      and using it during calculation of A and J
-    """
-
-
-class FastEKF1D(EKF):
-  """Fast version of EKF for 1D problems with scalar readings."""
-
-  def __init__(self, dt, var_init, Q):
-    super(FastEKF1D, self).__init__(False)
-    self.state = [0, 0]
-    self.covar = [var_init, var_init, 0]
-
-    # Process Noise
-    self.dtQ0 = dt * Q[0]
-    self.dtQ1 = dt * Q[1]
-
-  def update(self, reading):
-    raise NotImplementedError
-
-  def update_scalar(self, reading):
-    # TODO(mgraczyk): Delete this for speed.
-    # assert np.all(reading.obs_model == [1, 0])
-
-    rcov = reading.covar[0, 0]
-
-    x = self.state
-    S = self.covar
-
-    innovation = reading.data - x[0]
-    innovation_covar = S[0] + rcov
-
-    k0 = S[0] / innovation_covar
-    k1 = S[2] / innovation_covar
-
-    x[0] += k0 * innovation
-    x[1] += k1 * innovation
-
-    mk = 1 - k0
-    S[1] += k1 * (k1 * (S[0] + rcov) - 2 * S[2])
-    S[2] = mk * (S[2] - k1 * S[0]) + rcov * k0 * k1
-    S[0] = mk * mk * S[0] + rcov * k0 * k0
-
-  def predict(self, dt):
-    # State update
-    x = self.state
-
-    x[0] += dt * x[1]
-
-    # P = J*P*J' + Q
-    S = self.covar
-    S[0] += dt * (2 * S[2] + dt * S[1]) + self.dtQ0
-    S[2] += dt * S[1]
-    S[1] += self.dtQ1
-
-    # Clip covariance to avoid explosions
-    S = max(-1e10, min(S, 1e10))
-
-  def calc_transfer_fun(self, dt):
-    tf = np.identity(2)
-    tf[0, 1] = dt
-    tfj = tf
-    return tf, tfj

common/kalman/simple_kalman.py

@@ -1,23 +0,0 @@
-import numpy as np
-
-
-class KF1D:
-  # this EKF assumes constant covariance matrix, so calculations are much simpler
-  # the Kalman gain also needs to be precomputed using the control module
-
-  def __init__(self, x0, A, C, K):
-    self.x = x0
-    self.A = A
-    self.C = C
-    self.K = K
-
-    self.A_K = self.A - np.dot(self.K, self.C)
-
-    # K matrix needs to  be pre-computed as follow:
-    # import control
-    # (x, l, K) = control.dare(np.transpose(self.A), np.transpose(self.C), Q, R)
-    # self.K = np.transpose(K)
-
-  def update(self, meas):
-    self.x = np.dot(self.A_K, self.x) + np.dot(self.K, meas)
-    return self.x

common/logging_extra.py

@@ -1,13 +1,19 @@
+import io
 import os
 import sys
 import copy
 import json
+import time
+import uuid
 import socket
 import logging
+import traceback
 from threading import local
 from collections import OrderedDict
 from contextlib import contextmanager
 
+LOG_TIMESTAMPS = "LOG_TIMESTAMPS" in os.environ
+
 def json_handler(obj):
   # if isinstance(obj, (datetime.date, datetime.time)):
   #   return obj.isoformat()
@@ -60,14 +66,57 @@ class SwagFormatter(logging.Formatter):
     return record_dict
 
   def format(self, record):
+    if self.swaglogger is None:
+      raise Exception("must set swaglogger before calling format()")
     return json_robust_dumps(self.format_dict(record))
 
+class SwagLogFileFormatter(SwagFormatter):
+  def fix_kv(self, k, v):
+    # append type to names to preserve legacy naming in logs
+    # avoids overlapping key namespaces with different types
+    # e.g. log.info() creates 'msg' -> 'msg$s'
+    #      log.event() creates 'msg.health.logMonoTime' -> 'msg.health.logMonoTime$i'
+    #      because overlapping namespace 'msg' caused problems
+    if isinstance(v, (str, bytes)):
+      k += "$s"
+    elif isinstance(v, float):
+      k += "$f"
+    elif isinstance(v, bool):
+      k += "$b"
+    elif isinstance(v, int):
+      k += "$i"
+    elif isinstance(v, dict):
+      nv = {}
+      for ik, iv in v.items():
+        ik, iv = self.fix_kv(ik, iv)
+        nv[ik] = iv
+      v = nv
+    elif isinstance(v, list):
+      k += "$a"
+    return k, v
+
+  def format(self, record):
+    if isinstance(record, str):
+      v = json.loads(record)
+    else:
+      v = self.format_dict(record)
+
+    mk, mv = self.fix_kv('msg', v['msg'])
+    del v['msg']
+    v[mk] = mv
+    v['id'] = uuid.uuid4().hex
+
+    return json_robust_dumps(v)
+
 class SwagErrorFilter(logging.Filter):
   def filter(self, record):
     return record.levelno < logging.ERROR
 
-_tmpfunc = lambda: 0
-_srcfile = os.path.normcase(_tmpfunc.__code__.co_filename)
+def _tmpfunc():
+  return 0
+
+def _srcfile():
+  return os.path.normcase(_tmpfunc.__code__.co_filename)
 
 class SwagLogger(logging.Logger):
   def __init__(self):
@@ -78,28 +127,6 @@ class SwagLogger(logging.Logger):
     self.log_local = local()
     self.log_local.ctx = {}
 
-  def findCaller(self, stack_info=None):
-    """
-      Find the stack frame of the caller so that we can note the source
-      file name, line number and function name.
-      """
-    # f = currentframe()
-    f = sys._getframe(3)
-    #On some versions of IronPython, currentframe() returns None if
-    #IronPython isn't run with -X:Frames.
-    if f is not None:
-      f = f.f_back
-    rv = "(unknown file)", 0, "(unknown function)"
-    while hasattr(f, "f_code"):
-      co = f.f_code
-      filename = os.path.normcase(co.co_filename)
-      if filename in (logging._srcfile, _srcfile):
-        f = f.f_back
-        continue
-      rv = (co.co_filename, f.f_lineno, co.co_name)
-      break
-    return rv
-
   def local_ctx(self):
     try:
       return self.log_local.ctx
@@ -126,20 +153,66 @@ class SwagLogger(logging.Logger):
   def bind_global(self, **kwargs):
     self.global_ctx.update(kwargs)
 
-  def event(self, event_name, *args, **kwargs):
+  def event(self, event, *args, **kwargs):
     evt = NiceOrderedDict()
-    evt['event'] = event_name
+    evt['event'] = event
     if args:
       evt['args'] = args
     evt.update(kwargs)
-    ctx = self.get_ctx()
-    if ctx:
-      evt['ctx'] = self.get_ctx()
     if 'error' in kwargs:
       self.error(evt)
+    elif 'debug' in kwargs:
+      self.debug(evt)
     else:
       self.info(evt)
 
+  def timestamp(self, event_name):
+    if LOG_TIMESTAMPS:
+      t = time.monotonic()
+      tstp = NiceOrderedDict()
+      tstp['timestamp'] = NiceOrderedDict()
+      tstp['timestamp']["event"] = event_name
+      tstp['timestamp']["time"] = t*1e9
+      self.debug(tstp)
+
+  def findCaller(self, stack_info=False, stacklevel=1):
+    """
+    Find the stack frame of the caller so that we can note the source
+    file name, line number and function name.
+    """
+    f = sys._getframe(3)
+    #On some versions of IronPython, currentframe() returns None if
+    #IronPython isn't run with -X:Frames.
+    if f is not None:
+      f = f.f_back
+    orig_f = f
+    while f and stacklevel > 1:
+      f = f.f_back
+      stacklevel -= 1
+    if not f:
+      f = orig_f
+    rv = "(unknown file)", 0, "(unknown function)", None
+    while hasattr(f, "f_code"):
+      co = f.f_code
+      filename = os.path.normcase(co.co_filename)
+
+      # TODO: is this pylint exception correct?
+      if filename == _srcfile:
+        f = f.f_back
+        continue
+      sinfo = None
+      if stack_info:
+        sio = io.StringIO()
+        sio.write('Stack (most recent call last):\n')
+        traceback.print_stack(f, file=sio)
+        sinfo = sio.getvalue()
+        if sinfo[-1] == '\n':
+          sinfo = sinfo[:-1]
+        sio.close()
+      rv = (co.co_filename, f.f_lineno, co.co_name, sinfo)
+      break
+    return rv
+
 if __name__ == "__main__":
   log = SwagLogger()
 

common/markdown.py

@@ -0,0 +1,45 @@
+HTML_REPLACEMENTS = [
+  (r'&', r'&'),
+  (r'"', r'"'),
+]
+
+def parse_markdown(text: str, tab_length: int = 2) -> str:
+  lines = text.split("\n")
+  output: list[str] = []
+  list_level = 0
+
+  def end_outstanding_lists(level: int, end_level: int) -> int:
+    while level > end_level:
+      level -= 1
+      output.append("</ul>")
+      if level > 0:
+        output.append("</li>")
+    return end_level
+
+  for i, line in enumerate(lines):
+    if i + 1 < len(lines) and lines[i + 1].startswith("==="):  # heading
+      output.append(f"<h1>{line}</h1>")
+    elif line.startswith("==="):
+      pass
+    elif line.lstrip().startswith("* "):  # list
+      line_level = 1 + line.count(" " * tab_length, 0, line.index("*"))
+      if list_level >= line_level:
+        list_level = end_outstanding_lists(list_level, line_level)
+      else:
+        list_level += 1
+        if list_level > 1:
+          output[-1] = output[-1].replace("</li>", "")
+        output.append("<ul>")
+      output.append(f"<li>{line.replace('*', '', 1).lstrip()}</li>")
+    else:
+      list_level = end_outstanding_lists(list_level, 0)
+      if len(line) > 0:
+        output.append(line)
+
+  end_outstanding_lists(list_level, 0)
+  output_str = "\n".join(output) + "\n"
+
+  for (fr, to) in HTML_REPLACEMENTS:
+    output_str = output_str.replace(fr, to)
+
+  return output_str

common/mock/__init__.py

@@ -0,0 +1,50 @@
+"""
+Utilities for generating mock messages for testing.
+example in common/tests/test_mock.py
+"""
+
+
+import functools
+import threading
+from cereal.messaging import PubMaster
+from cereal.services import SERVICE_LIST
+from openpilot.common.mock.generators import generate_liveLocationKalman
+from openpilot.common.realtime import Ratekeeper
+
+
+MOCK_GENERATOR = {
+  "liveLocationKalman": generate_liveLocationKalman
+}
+
+
+def generate_messages_loop(services: list[str], done: threading.Event):
+  pm = PubMaster(services)
+  rk = Ratekeeper(100)
+  i = 0
+  while not done.is_set():
+    for s in services:
+      should_send = i % (100/SERVICE_LIST[s].frequency) == 0
+      if should_send:
+        message = MOCK_GENERATOR[s]()
+        pm.send(s, message)
+    i += 1
+    rk.keep_time()
+
+
+def mock_messages(services: list[str] | str):
+  if isinstance(services, str):
+    services = [services]
+
+  def decorator(func):
+    @functools.wraps(func)
+    def wrapper(*args, **kwargs):
+      done = threading.Event()
+      t = threading.Thread(target=generate_messages_loop, args=(services, done))
+      t.start()
+      try:
+        return func(*args, **kwargs)
+      finally:
+        done.set()
+        t.join()
+    return wrapper
+  return decorator

common/mock/generators.py

@@ -0,0 +1,20 @@
+from cereal import messaging
+
+
+LOCATION1 = (32.7174, -117.16277)
+LOCATION2 = (32.7558, -117.2037)
+
+LLK_DECIMATION = 10
+RENDER_FRAMES = 15
+DEFAULT_ITERATIONS = RENDER_FRAMES * LLK_DECIMATION
+
+
+def generate_liveLocationKalman(location=LOCATION1):
+  msg = messaging.new_message('liveLocationKalman')
+  msg.liveLocationKalman.positionGeodetic = {'value': [*location, 0], 'std': [0., 0., 0.], 'valid': True}
+  msg.liveLocationKalman.positionECEF = {'value': [0., 0., 0.], 'std': [0., 0., 0.], 'valid': True}
+  msg.liveLocationKalman.calibratedOrientationNED = {'value': [0., 0., 0.], 'std': [0., 0., 0.], 'valid': True}
+  msg.liveLocationKalman.velocityCalibrated = {'value': [0., 0., 0.], 'std': [0., 0., 0.], 'valid': True}
+  msg.liveLocationKalman.status = 'valid'
+  msg.liveLocationKalman.gpsOK = True
+  return msg

common/numpy_fast.py

@@ -1,18 +1,19 @@
-def int_rnd(x):
-  return int(round(x))
-
 def clip(x, lo, hi):
   return max(lo, min(hi, x))
 
 def interp(x, xp, fp):
   N = len(xp)
+
   def get_interp(xv):
     hi = 0
     while hi < N and xv > xp[hi]:
       hi += 1
     low = hi - 1
     return fp[-1] if hi == N and xv > xp[low] else (
-      fp[0] if hi == 0 else 
+      fp[0] if hi == 0 else
       (xv - xp[low]) * (fp[hi] - fp[low]) / (xp[hi] - xp[low]) + fp[low])
-  return [get_interp(v) for v in x] if hasattr(
-    x, '__iter__') else get_interp(x)
+
+  return [get_interp(v) for v in x] if hasattr(x, '__iter__') else get_interp(x)
+
+def mean(x):
+  return sum(x) / len(x)

common/params.py

@@ -1,361 +1,18 @@
-#!/usr/bin/env python
-"""ROS has a parameter server, we have files.
-
-The parameter store is a persistent key value store, implemented as a directory with a writer lock.
-On Android, we store params under params_dir = /data/params. The writer lock is a file
-"<params_dir>/.lock" taken using flock(), and data is stored in a directory symlinked to by
-"<params_dir>/d".
-
-Each key, value pair is stored as a file with named <key> with contents <value>, located in
-  <params_dir>/d/<key>
-
-Readers of a single key can just open("<params_dir>/d/<key>") and read the file contents.
-Readers who want a consistent snapshot of multiple keys should take the lock.
-
-Writers should take the lock before modifying anything. Writers should also leave the DB in a
-consistent state after a crash. The implementation below does this by copying all params to a temp
-directory <params_dir>/<tmp>, then atomically symlinking <params_dir>/<d> to <params_dir>/<tmp>
-before deleting the old <params_dir>/<d> directory.
-
-Writers that only modify a single key can simply take the lock, then swap the corresponding value
-file in place without messing with <params_dir>/d.
-"""
-import time
-import os
-import errno
-import sys
-import shutil
-import fcntl
-import tempfile
-from enum import Enum
-
-def mkdirs_exists_ok(path):
-  try:
-    os.makedirs(path)
-  except OSError:
-    if not os.path.isdir(path):
-      raise
-
-class TxType(Enum):
-  PERSISTENT = 1
-  CLEAR_ON_MANAGER_START = 2
-  CLEAR_ON_CAR_START = 3
-
-class UnknownKeyName(Exception):
-  pass
-
-keys = {
-# written: manager
-# read:    loggerd, uploaderd, offroad
-  "DongleId": TxType.PERSISTENT,
-  "AccessToken": TxType.PERSISTENT,
-  "Version": TxType.PERSISTENT,
-  "TrainingVersion": TxType.PERSISTENT,
-  "GitCommit": TxType.PERSISTENT,
-  "GitBranch": TxType.PERSISTENT,
-  "GitRemote": TxType.PERSISTENT,
-# written: baseui
-# read:    ui, controls
-  "IsMetric": TxType.PERSISTENT,
-  "IsFcwEnabled": TxType.PERSISTENT,
-  "HasAcceptedTerms": TxType.PERSISTENT,
-  "CompletedTrainingVersion": TxType.PERSISTENT,
-  "IsUploadVideoOverCellularEnabled": TxType.PERSISTENT,
-  "IsDriverMonitoringEnabled": TxType.PERSISTENT,
-  "IsGeofenceEnabled": TxType.PERSISTENT,
-  "SpeedLimitOffset": TxType.PERSISTENT,
-# written: visiond
-# read:    visiond, controlsd
-  "CalibrationParams": TxType.PERSISTENT,
-# written: controlsd
-# read:    radard
-  "CarParams": TxType.CLEAR_ON_CAR_START,
-
-  "Passive": TxType.PERSISTENT,
-  "DoUninstall": TxType.CLEAR_ON_MANAGER_START,
-  "ShouldDoUpdate": TxType.CLEAR_ON_MANAGER_START,
-  "IsUpdateAvailable": TxType.PERSISTENT,
-  "LongitudinalControl": TxType.PERSISTENT,
-  "LimitSetSpeed": TxType.PERSISTENT,
-
-  "RecordFront": TxType.PERSISTENT,
-}
-
-def fsync_dir(path):
-  fd = os.open(path, os.O_RDONLY)
-  try:
-    os.fsync(fd)
-  finally:
-    os.close(fd)
-
-
-class FileLock(object):
-  def __init__(self, path, create):
-    self._path = path
-    self._create = create
-    self._fd = None
-
-  def acquire(self):
-    self._fd = os.open(self._path, os.O_CREAT if self._create else 0)
-    fcntl.flock(self._fd, fcntl.LOCK_EX)
-
-  def release(self):
-    if self._fd is not None:
-      os.close(self._fd)
-      self._fd = None
-
-
-class DBAccessor(object):
-  def __init__(self, path):
-    self._path = path
-    self._vals = None
-
-  def keys(self):
-    self._check_entered()
-    return self._vals.keys()
-
-  def get(self, key):
-    self._check_entered()
-    try:
-      return self._vals[key]
-    except KeyError:
-      return None
-
-  def _get_lock(self, create):
-    lock = FileLock(os.path.join(self._path, ".lock"), create)
-    lock.acquire()
-    return lock
-
-  def _read_values_locked(self):
-    """Callers should hold a lock while calling this method."""
-    vals = {}
-    try:
-      data_path = self._data_path()
-      keys = os.listdir(data_path)
-      for key in keys:
-        with open(os.path.join(data_path, key), "rb") as f:
-          vals[key] = f.read()
-    except (OSError, IOError) as e:
-      # Either the DB hasn't been created yet, or somebody wrote a bug and left the DB in an
-      # inconsistent state. Either way, return empty.
-      if e.errno == errno.ENOENT:
-        return {}
-
-    return vals
-
-  def _data_path(self):
-    return os.path.join(self._path, "d")
-
-  def _check_entered(self):
-    if self._vals is None:
-      raise Exception("Must call __enter__ before using DB")
-
-
-class DBReader(DBAccessor):
-  def __enter__(self):
-    try:
-      lock = self._get_lock(False)
-    except OSError as e:
-      # Do not create lock if it does not exist.
-      if e.errno == errno.ENOENT:
-        self._vals = {}
-        return self
-
-    try:
-      # Read everything.
-      self._vals = self._read_values_locked()
-      return self
-    finally:
-      lock.release()
-
-  def __exit__(self, type, value, traceback): pass
-
-
-class DBWriter(DBAccessor):
-  def __init__(self, path):
-    super(DBWriter, self).__init__(path)
-    self._lock = None
-    self._prev_umask = None
-
-  def put(self, key, value):
-    self._vals[key] = value
-
-  def delete(self, key):
-    self._vals.pop(key, None)
-
-  def __enter__(self):
-    mkdirs_exists_ok(self._path)
-
-    # Make sure we can write and that permissions are correct.
-    self._prev_umask = os.umask(0)
-
-    try:
-      os.chmod(self._path, 0o777)
-      self._lock = self._get_lock(True)
-      self._vals = self._read_values_locked()
-    except:
-      os.umask(self._prev_umask)
-      self._prev_umask = None
-      raise
-
-    return self
-
-  def __exit__(self, type, value, traceback):
-    self._check_entered()
-
-    try:
-      # data_path refers to the externally used path to the params. It is a symlink.
-      # old_data_path is the path currently pointed to by data_path.
-      # tempdir_path is a path where the new params will go, which the new data path will point to.
-      # new_data_path is a temporary symlink that will atomically overwrite data_path.
-      #
-      # The current situation is:
-      #   data_path -> old_data_path
-      # We're going to write params data to tempdir_path
-      #   tempdir_path -> params data
-      # Then point new_data_path to tempdir_path
-      #   new_data_path -> tempdir_path
-      # Then atomically overwrite data_path with new_data_path
-      #   data_path -> tempdir_path
-      old_data_path = None
-      new_data_path = None
-      tempdir_path = tempfile.mkdtemp(prefix=".tmp", dir=self._path)
-
-      try:
-        # Write back all keys.
-        os.chmod(tempdir_path, 0o777)
-        for k, v in self._vals.items():
-          with open(os.path.join(tempdir_path, k), "wb") as f:
-            f.write(v)
-            f.flush()
-            os.fsync(f.fileno())
-        fsync_dir(tempdir_path)
-
-        data_path = self._data_path()
-        try:
-          old_data_path = os.path.join(self._path, os.readlink(data_path))
-        except (OSError, IOError):
-          # NOTE(mgraczyk): If other DB implementations have bugs, this could cause
-          #                 copies to be left behind, but we still want to overwrite.
-          pass
-
-        new_data_path = "{}.link".format(tempdir_path)
-        os.symlink(os.path.basename(tempdir_path), new_data_path)
-        os.rename(new_data_path, data_path)
-        fsync_dir(self._path)
-      finally:
-        # If the rename worked, we can delete the old data. Otherwise delete the new one.
-        success = new_data_path is not None and os.path.exists(data_path) and (
-          os.readlink(data_path) == os.path.basename(tempdir_path))
-
-        if success:
-          if old_data_path is not None:
-            shutil.rmtree(old_data_path)
-        else:
-          shutil.rmtree(tempdir_path)
-
-        # Regardless of what happened above, there should be no link at new_data_path.
-        if new_data_path is not None and os.path.islink(new_data_path):
-          os.remove(new_data_path)
-    finally:
-      os.umask(self._prev_umask)
-      self._prev_umask = None
-
-      # Always release the lock.
-      self._lock.release()
-      self._lock = None
-
-
-def read_db(params_path, key):
-  path = "%s/d/%s" % (params_path, key)
-  try:
-    with open(path, "rb") as f:
-      return f.read()
-  except IOError:
-    return None
-
-def write_db(params_path, key, value):
-  prev_umask = os.umask(0)
-  lock = FileLock(params_path+"/.lock", True)
-  lock.acquire()
-
-  try:
-    tmp_path = tempfile.mktemp(prefix=".tmp", dir=params_path)
-    with open(tmp_path, "wb") as f:
-      f.write(value)
-      f.flush()
-      os.fsync(f.fileno())
-
-    path = "%s/d/%s" % (params_path, key)
-    os.rename(tmp_path, path)
-    fsync_dir(os.path.dirname(path))
-  finally:
-    os.umask(prev_umask)
-    lock.release()
-
-class Params(object):
-  def __init__(self, db='/data/params'):
-    self.db = db
-
-    # create the database if it doesn't exist...
-    if not os.path.exists(self.db+"/d"):
-      with self.transaction(write=True):
-        pass
-
-  def transaction(self, write=False):
-    if write:
-      return DBWriter(self.db)
-    else:
-      return DBReader(self.db)
-
-  def _clear_keys_with_type(self, tx_type):
-    with self.transaction(write=True) as txn:
-      for key in keys:
-        if keys[key] == tx_type:
-          txn.delete(key)
-
-  def manager_start(self):
-    self._clear_keys_with_type(TxType.CLEAR_ON_MANAGER_START)
-
-  def car_start(self):
-    self._clear_keys_with_type(TxType.CLEAR_ON_CAR_START)
-
-  def delete(self, key):
-    with self.transaction(write=True) as txn:
-      txn.delete(key)
-
-  def get(self, key, block=False):
-    if key not in keys:
-      raise UnknownKeyName(key)
-
-    while 1:
-      ret = read_db(self.db, key)
-      if not block or ret is not None:
-        break
-      # is polling really the best we can do?
-      time.sleep(0.05)
-    return ret
-
-  def put(self, key, dat):
-    if key not in keys:
-      raise UnknownKeyName(key)
-
-    write_db(self.db, key, dat)
+from openpilot.common.params_pyx import Params, ParamKeyType, UnknownKeyName
+assert Params
+assert ParamKeyType
+assert UnknownKeyName
 
 if __name__ == "__main__":
-  params = Params()
-  if len(sys.argv) > 2:
-    params.put(sys.argv[1], sys.argv[2])
-  else:
-    for k in keys:
-      pp = params.get(k)
-      if pp is None:
-        print("%s is None" % k)
-      elif all(ord(c) < 128 and ord(c) >= 32 for c in pp):
-        print("%s = %s" % (k, pp))
-      else:
-        print("%s = %s" % (k, pp.encode("hex")))
+  import sys
 
-  # Test multiprocess:
-  # seq 0 100000 | xargs -P20 -I{} python common/params.py DongleId {} && sleep 0.05
-  # while python common/params.py DongleId; do sleep 0.05; done
+  params = Params()
+  key = sys.argv[1]
+  assert params.check_key(key), f"unknown param: {key}"
+
+  if len(sys.argv) == 3:
+    val = sys.argv[2]
+    print(f"SET: {key} = {val}")
+    params.put(key, val)
+  elif len(sys.argv) == 2:
+    print(f"GET: {key} = {params.get(key)}")

common/params_pyx.pyx

@@ -0,0 +1,163 @@
+# distutils: language = c++
+# cython: language_level = 3
+from libcpp cimport bool
+from libcpp.string cimport string
+from libcpp.vector cimport vector
+
+cdef extern from "common/params.h":
+  cpdef enum ParamKeyType:
+    PERSISTENT
+    CLEAR_ON_MANAGER_START
+    CLEAR_ON_ONROAD_TRANSITION
+    CLEAR_ON_OFFROAD_TRANSITION
+    DEVELOPMENT_ONLY
+    ALL
+
+  cdef cppclass c_Params "Params":
+    c_Params(string) except + nogil
+    string get(string, bool) nogil
+    bool getBool(string, bool) nogil
+    int getInt(string, bool) nogil
+    float getFloat(string, bool) nogil
+    int remove(string) nogil
+    int put(string, string) nogil
+    void putNonBlocking(string, string) nogil
+    void putBoolNonBlocking(string, bool) nogil
+    void putIntNonBlocking(string, int) nogil
+    void putFloatNonBlocking(string, float) nogil
+    int putBool(string, bool) nogil
+    int putInt(string, int) nogil
+    int putFloat(string, float) nogil
+    bool checkKey(string) nogil
+    string getParamPath(string) nogil
+    void clearAll(ParamKeyType)
+    vector[string] allKeys()
+    ParamKeyType getKeyType(string) nogil
+
+
+def ensure_bytes(v):
+  return v.encode() if isinstance(v, str) else v
+
+class UnknownKeyName(Exception):
+  pass
+
+cdef class Params:
+  cdef c_Params* p
+
+  def __cinit__(self, d=""):
+    cdef string path = <string>d.encode()
+    with nogil:
+      self.p = new c_Params(path)
+
+  def __dealloc__(self):
+    del self.p
+
+  def clear_all(self, tx_type=ParamKeyType.ALL):
+    self.p.clearAll(tx_type)
+
+  def check_key(self, key):
+    key = ensure_bytes(key)
+    if not self.p.checkKey(key):
+      raise UnknownKeyName(key)
+    return key
+
+  def get(self, key, bool block=False, encoding=None):
+    cdef string k = self.check_key(key)
+    cdef string val
+    with nogil:
+      val = self.p.get(k, block)
+
+    if val == b"":
+      if block:
+        # If we got no value while running in blocked mode
+        # it means we got an interrupt while waiting
+        raise KeyboardInterrupt
+      else:
+        return None
+
+    return val if encoding is None else val.decode(encoding)
+
+  def get_bool(self, key, bool block=False):
+    cdef string k = self.check_key(key)
+    cdef bool r
+    with nogil:
+      r = self.p.getBool(k, block)
+    return r
+
+  def get_int(self, key, bool block=False):
+    cdef string k = self.check_key(key)
+    cdef int r
+    with nogil:
+      r = self.p.getInt(k, block)
+    return r
+
+  def get_float(self, key, bool block=False):
+    cdef string k = self.check_key(key)
+    cdef float r
+    with nogil:
+      r = self.p.getFloat(k, block)
+    return r
+
+  def put(self, key, dat):
+    """
+    Warning: This function blocks until the param is written to disk!
+    In very rare cases this can take over a second, and your code will hang.
+    Use the put_nonblocking, put_bool_nonblocking in time sensitive code, but
+    in general try to avoid writing params as much as possible.
+    """
+    cdef string k = self.check_key(key)
+    cdef string dat_bytes = ensure_bytes(dat)
+    with nogil:
+      self.p.put(k, dat_bytes)
+
+  def put_bool(self, key, bool val):
+    cdef string k = self.check_key(key)
+    with nogil:
+      self.p.putBool(k, val)
+
+  def put_int(self, key, int val):
+    cdef string k = self.check_key(key)
+    with nogil:
+      self.p.putInt(k, val)
+
+  def put_float(self, key, float val):
+    cdef string k = self.check_key(key)
+    with nogil:
+      self.p.putFloat(k, val)
+
+  def put_nonblocking(self, key, dat):
+    cdef string k = self.check_key(key)
+    cdef string dat_bytes = ensure_bytes(dat)
+    with nogil:
+      self.p.putNonBlocking(k, dat_bytes)
+
+  def put_bool_nonblocking(self, key, bool val):
+    cdef string k = self.check_key(key)
+    with nogil:
+      self.p.putBoolNonBlocking(k, val)
+
+  def put_int_nonblocking(self, key, int val):
+    cdef string k = self.check_key(key)
+    with nogil:
+      self.p.putIntNonBlocking(k, val)
+
+  def put_float_nonblocking(self, key, float val):
+    cdef string k = self.check_key(key)
+    with nogil:
+      self.p.putFloatNonBlocking(k, val)
+
+  def remove(self, key):
+    cdef string k = self.check_key(key)
+    with nogil:
+      self.p.remove(k)
+
+  def get_param_path(self, key=""):
+    cdef string key_bytes = ensure_bytes(key)
+    return self.p.getParamPath(key_bytes).decode("utf-8")
+
+  def all_keys(self):
+    return self.p.allKeys()
+
+  def get_key_type(self, key):
+    cdef string k = self.check_key(key)
+    return self.p.getKeyType(k)

common/prefix.py

@@ -0,0 +1,53 @@
+import os
+import shutil
+import uuid
+
+
+from openpilot.common.params import Params
+from openpilot.system.hardware import PC
+from openpilot.system.hardware.hw import Paths
+from openpilot.system.hardware.hw import DEFAULT_DOWNLOAD_CACHE_ROOT
+
+class OpenpilotPrefix:
+  def __init__(self, prefix: str = None, clean_dirs_on_exit: bool = True, shared_download_cache: bool = False):
+    self.prefix = prefix if prefix else str(uuid.uuid4().hex[0:15])
+    self.msgq_path = os.path.join('/dev/shm', self.prefix)
+    self.clean_dirs_on_exit = clean_dirs_on_exit
+    self.shared_download_cache = shared_download_cache
+
+  def __enter__(self):
+    self.original_prefix = os.environ.get('OPENPILOT_PREFIX', None)
+    os.environ['OPENPILOT_PREFIX'] = self.prefix
+    try:
+      os.mkdir(self.msgq_path)
+    except FileExistsError:
+      pass
+    os.makedirs(Paths.log_root(), exist_ok=True)
+
+    if self.shared_download_cache:
+      os.environ["COMMA_CACHE"] = DEFAULT_DOWNLOAD_CACHE_ROOT
+
+    return self
+
+  def __exit__(self, exc_type, exc_obj, exc_tb):
+    if self.clean_dirs_on_exit:
+      self.clean_dirs()
+    try:
+      del os.environ['OPENPILOT_PREFIX']
+      if self.original_prefix is not None:
+        os.environ['OPENPILOT_PREFIX'] = self.original_prefix
+    except KeyError:
+      pass
+    return False
+
+  def clean_dirs(self):
+    symlink_path = Params().get_param_path()
+    if os.path.exists(symlink_path):
+      shutil.rmtree(os.path.realpath(symlink_path), ignore_errors=True)
+      os.remove(symlink_path)
+    shutil.rmtree(self.msgq_path, ignore_errors=True)
+    if PC:
+      shutil.rmtree(Paths.log_root(), ignore_errors=True)
+    if not os.environ.get("COMMA_CACHE", False):
+      shutil.rmtree(Paths.download_cache_root(), ignore_errors=True)
+    shutil.rmtree(Paths.comma_home(), ignore_errors=True)

common/profiler.py

@@ -1,46 +0,0 @@
-import time
-
-class Profiler(object):
-  def __init__(self, enabled=False):
-    self.enabled = enabled
-    self.cp = {}
-    self.cp_ignored = []
-    self.iter = 0
-    self.start_time = time.time()
-    self.last_time = self.start_time
-    self.tot = 0.
-
-  def reset(self, enabled=False):
-    self.enabled = enabled
-    self.cp = {}
-    self.cp_ignored = []
-    self.iter = 0
-    self.start_time = time.time()
-    self.last_time = self.start_time
-
-  def checkpoint(self, name, ignore=False):
-    # ignore flag needed when benchmarking threads with ratekeeper
-    if not self.enabled:
-      return
-    tt = time.time()
-    if name not in self.cp:
-      self.cp[name] = 0.
-      if ignore:
-        self.cp_ignored.append(name)
-    self.cp[name] += tt - self.last_time
-    if not ignore:
-      self.tot += tt - self.last_time
-    self.last_time = tt
-
-  def display(self):
-    if not self.enabled:
-      return
-    self.iter += 1
-    print("******* Profiling *******")
-    for n, ms in sorted(self.cp.items(), key=lambda x: -x[1]):
-      if n in self.cp_ignored:
-        print("%30s: %7.2f   percent: %3.0f   IGNORED" % (n, ms*1000.0, ms/self.tot*100))
-      else:
-        print("%30s: %7.2f   percent: %3.0f" % (n, ms*1000.0, ms/self.tot*100))
-    print("Iter clock: %2.6f   TOTAL: %2.2f" % (self.tot/self.iter, self.tot))
-

common/realtime.py

@@ -1,108 +1,94 @@
 """Utilities for reading real time clocks and keeping soft real time constraints."""
+import gc
 import os
 import time
-import platform
-import threading
-import subprocess
-import multiprocessing
+from collections import deque
 
-from cffi import FFI
-ffi = FFI()
-ffi.cdef("""
+from setproctitle import getproctitle
 
-typedef int clockid_t;
-struct timespec {
-    long tv_sec;   /* Seconds.  */
-    long tv_nsec;  /* Nanoseconds.  */
-};
-int clock_gettime (clockid_t clk_id, struct timespec *tp);
-
-long syscall(long number, ...);
-
-"""
-)
-libc = ffi.dlopen(None)
+from openpilot.system.hardware import PC
 
 
-# see <linux/time.h>
-CLOCK_MONOTONIC_RAW = 4
-CLOCK_BOOTTIME = 7
-
-if platform.system() != 'Darwin' and hasattr(libc, 'clock_gettime'):
-  c_clock_gettime = libc.clock_gettime
-
-  tlocal = threading.local()
-  def clock_gettime(clk_id):
-    if not hasattr(tlocal, 'ts'):
-      tlocal.ts = ffi.new('struct timespec *')
-
-    ts = tlocal.ts
-
-    r = c_clock_gettime(clk_id, ts)
-    if r != 0:
-      raise OSError("clock_gettime")
-    return ts.tv_sec + ts.tv_nsec * 1e-9
-else:
-  # hack. only for OS X < 10.12
-  def clock_gettime(clk_id):
-    return time.time()
-
-def monotonic_time():
-  return clock_gettime(CLOCK_MONOTONIC_RAW)
-
-def sec_since_boot():
-  return clock_gettime(CLOCK_BOOTTIME)
+# time step for each process
+DT_CTRL = 0.01  # controlsd
+DT_MDL = 0.05  # model
+DT_HW = 0.5  # hardwared and manager
+DT_DMON = 0.05  # driver monitoring
 
 
-def set_realtime_priority(level):
-  if os.getuid() != 0:
-    print("not setting priority, not root")
-    return
-  if platform.machine() == "x86_64":
-    NR_gettid = 186
-  elif platform.machine() == "aarch64":
-    NR_gettid = 178
-  else:
-    raise NotImplementedError
+class Priority:
+  # CORE 2
+  # - modeld = 55
+  # - camerad = 54
+  CTRL_LOW = 51 # plannerd & radard
 
-  tid = libc.syscall(NR_gettid)
-  return subprocess.call(['chrt', '-f', '-p', str(level), str(tid)])
+  # CORE 3
+  # - pandad = 55
+  CTRL_HIGH = 53
 
 
-class Ratekeeper(object):
-  def __init__(self, rate, print_delay_threshold=0.):
+def set_realtime_priority(level: int) -> None:
+  if not PC:
+    os.sched_setscheduler(0, os.SCHED_FIFO, os.sched_param(level))
+
+
+def set_core_affinity(cores: list[int]) -> None:
+  if not PC:
+    os.sched_setaffinity(0, cores)
+
+
+def config_realtime_process(cores: int | list[int], priority: int) -> None:
+  gc.disable()
+  set_realtime_priority(priority)
+  c = cores if isinstance(cores, list) else [cores, ]
+  set_core_affinity(c)
+
+
+class Ratekeeper:
+  def __init__(self, rate: float, print_delay_threshold: float | None = 0.0) -> None:
     """Rate in Hz for ratekeeping. print_delay_threshold must be nonnegative."""
     self._interval = 1. / rate
-    self._next_frame_time = sec_since_boot() + self._interval
+    self._next_frame_time = time.monotonic() + self._interval
     self._print_delay_threshold = print_delay_threshold
     self._frame = 0
-    self._remaining = 0
-    self._process_name = multiprocessing.current_process().name
+    self._remaining = 0.0
+    self._process_name = getproctitle()
+    self._dts = deque([self._interval], maxlen=100)
+    self._last_monitor_time = time.monotonic()
 
   @property
-  def frame(self):
+  def frame(self) -> int:
     return self._frame
 
   @property
-  def remaining(self):
+  def remaining(self) -> float:
     return self._remaining
 
+  @property
+  def lagging(self) -> bool:
+    avg_dt = sum(self._dts) / len(self._dts)
+    expected_dt = self._interval * (1 / 0.9)
+    return avg_dt > expected_dt
+
   # Maintain loop rate by calling this at the end of each loop
-  def keep_time(self):
+  def keep_time(self) -> bool:
     lagged = self.monitor_time()
     if self._remaining > 0:
       time.sleep(self._remaining)
     return lagged
 
-  # this only monitor the cumulative lag, but does not enforce a rate
-  def monitor_time(self):
+  # Monitors the cumulative lag, but does not enforce a rate
+  def monitor_time(self) -> bool:
+    prev = self._last_monitor_time
+    self._last_monitor_time = time.monotonic()
+    self._dts.append(self._last_monitor_time - prev)
+
     lagged = False
-    remaining = self._next_frame_time - sec_since_boot()
+    remaining = self._next_frame_time - time.monotonic()
     self._next_frame_time += self._interval
-    if remaining < -self._print_delay_threshold:
-      print("%s lagging by %.2f ms" % (self._process_name, -remaining * 1000))
+    if self._print_delay_threshold is not None and remaining < -self._print_delay_threshold:
+      print(f"{self._process_name} lagging by {-remaining * 1000:.2f} ms")
       lagged = True
     self._frame += 1
     self._remaining = remaining
     return lagged
-

common/retry.py

@@ -0,0 +1,30 @@
+import time
+import functools
+
+from openpilot.common.swaglog import cloudlog
+
+
+def retry(attempts=3, delay=1.0, ignore_failure=False):
+  def decorator(func):
+    @functools.wraps(func)
+    def wrapper(*args, **kwargs):
+      for _ in range(attempts):
+        try:
+          return func(*args, **kwargs)
+        except Exception:
+          cloudlog.exception(f"{func.__name__} failed, trying again")
+          time.sleep(delay)
+
+      if ignore_failure:
+        cloudlog.error(f"{func.__name__} failed after retry")
+      else:
+        raise Exception(f"{func.__name__} failed after retry")
+    return wrapper
+  return decorator
+
+
+if __name__ == "__main__":
+  @retry(attempts=10)
+  def abc():
+    raise ValueError("abc failed :(")
+  abc()

common/run.py

@@ -0,0 +1,13 @@
+import subprocess
+
+
+def run_cmd(cmd: list[str], cwd=None, env=None) -> str:
+  return subprocess.check_output(cmd, encoding='utf8', cwd=cwd, env=env).strip()
+
+
+def run_cmd_default(cmd: list[str], default: str = "", cwd=None, env=None) -> str:
+  try:
+    return run_cmd(cmd, cwd=cwd, env=env)
+  except subprocess.CalledProcessError:
+    return default
+

common/simple_kalman.py

@@ -0,0 +1,54 @@
+import numpy as np
+
+
+def get_kalman_gain(dt, A, C, Q, R, iterations=100):
+  P = np.zeros_like(Q)
+  for _ in range(iterations):
+    P = A.dot(P).dot(A.T) + dt * Q
+    S = C.dot(P).dot(C.T) + R
+    K = P.dot(C.T).dot(np.linalg.inv(S))
+    P = (np.eye(len(P)) - K.dot(C)).dot(P)
+  return K
+
+
+class KF1D:
+  # this EKF assumes constant covariance matrix, so calculations are much simpler
+  # the Kalman gain also needs to be precomputed using the control module
+
+  def __init__(self, x0, A, C, K):
+    self.x0_0 = x0[0][0]
+    self.x1_0 = x0[1][0]
+    self.A0_0 = A[0][0]
+    self.A0_1 = A[0][1]
+    self.A1_0 = A[1][0]
+    self.A1_1 = A[1][1]
+    self.C0_0 = C[0]
+    self.C0_1 = C[1]
+    self.K0_0 = K[0][0]
+    self.K1_0 = K[1][0]
+
+    self.A_K_0 = self.A0_0 - self.K0_0 * self.C0_0
+    self.A_K_1 = self.A0_1 - self.K0_0 * self.C0_1
+    self.A_K_2 = self.A1_0 - self.K1_0 * self.C0_0
+    self.A_K_3 = self.A1_1 - self.K1_0 * self.C0_1
+
+    # K matrix needs to  be pre-computed as follow:
+    # import control
+    # (x, l, K) = control.dare(np.transpose(self.A), np.transpose(self.C), Q, R)
+    # self.K = np.transpose(K)
+
+  def update(self, meas):
+    #self.x = np.dot(self.A_K, self.x) + np.dot(self.K, meas)
+    x0_0 = self.A_K_0 * self.x0_0 + self.A_K_1 * self.x1_0 + self.K0_0 * meas
+    x1_0 = self.A_K_2 * self.x0_0 + self.A_K_3 * self.x1_0 + self.K1_0 * meas
+    self.x0_0 = x0_0
+    self.x1_0 = x1_0
+    return [self.x0_0, self.x1_0]
+
+  @property
+  def x(self):
+    return [[self.x0_0], [self.x1_0]]
+
+  def set_x(self, x):
+    self.x0_0 = x[0][0]
+    self.x1_0 = x[1][0]

common/spinner.py

@@ -0,0 +1,52 @@
+import os
+import subprocess
+from openpilot.common.basedir import BASEDIR
+
+
+class Spinner:
+  def __init__(self):
+    try:
+      self.spinner_proc = subprocess.Popen(["./spinner"],
+                                           stdin=subprocess.PIPE,
+                                           cwd=os.path.join(BASEDIR, "selfdrive", "ui"),
+                                           close_fds=True)
+    except OSError:
+      self.spinner_proc = None
+
+  def __enter__(self):
+    return self
+
+  def update(self, spinner_text: str):
+    if self.spinner_proc is not None:
+      self.spinner_proc.stdin.write(spinner_text.encode('utf8') + b"\n")
+      try:
+        self.spinner_proc.stdin.flush()
+      except BrokenPipeError:
+        pass
+
+  def update_progress(self, cur: float, total: float):
+    self.update(str(round(100 * cur / total)))
+
+  def close(self):
+    if self.spinner_proc is not None:
+      self.spinner_proc.kill()
+      try:
+        self.spinner_proc.communicate(timeout=2.)
+      except subprocess.TimeoutExpired:
+        print("WARNING: failed to kill spinner")
+      self.spinner_proc = None
+
+  def __del__(self):
+    self.close()
+
+  def __exit__(self, exc_type, exc_value, traceback):
+    self.close()
+
+
+if __name__ == "__main__":
+  import time
+  with Spinner() as s:
+    s.update("Spinner text")
+    time.sleep(5.0)
+  print("gone")
+  time.sleep(5.0)

common/stat_live.py

@@ -0,0 +1,73 @@
+import numpy as np
+
+class RunningStat:
+  # tracks realtime mean and standard deviation without storing any data
+  def __init__(self, priors=None, max_trackable=-1):
+    self.max_trackable = max_trackable
+    if priors is not None:
+      # initialize from history
+      self.M = priors[0]
+      self.S = priors[1]
+      self.n = priors[2]
+      self.M_last = self.M
+      self.S_last = self.S
+
+    else:
+      self.reset()
+
+  def reset(self):
+    self.M = 0.
+    self.S = 0.
+    self.M_last = 0.
+    self.S_last = 0.
+    self.n = 0
+
+  def push_data(self, new_data):
+    # short term memory hack
+    if self.max_trackable < 0 or self.n < self.max_trackable:
+      self.n += 1
+    if self.n == 0:
+      self.M_last = new_data
+      self.M = self.M_last
+      self.S_last = 0.
+    else:
+      self.M = self.M_last + (new_data - self.M_last) / self.n
+      self.S = self.S_last + (new_data - self.M_last) * (new_data - self.M)
+      self.M_last = self.M
+      self.S_last = self.S
+
+  def mean(self):
+    return self.M
+
+  def variance(self):
+    if self.n >= 2:
+      return self.S / (self.n - 1.)
+    else:
+      return 0
+
+  def std(self):
+    return np.sqrt(self.variance())
+
+  def params_to_save(self):
+    return [self.M, self.S, self.n]
+
+class RunningStatFilter:
+  def __init__(self, raw_priors=None, filtered_priors=None, max_trackable=-1):
+    self.raw_stat = RunningStat(raw_priors, -1)
+    self.filtered_stat = RunningStat(filtered_priors, max_trackable)
+
+  def reset(self):
+    self.raw_stat.reset()
+    self.filtered_stat.reset()
+
+  def push_and_update(self, new_data):
+    _std_last = self.raw_stat.std()
+    self.raw_stat.push_data(new_data)
+    _delta_std = self.raw_stat.std() - _std_last
+    if _delta_std <= 0:
+      self.filtered_stat.push_data(new_data)
+    else:
+      pass
+      # self.filtered_stat.push_data(self.filtered_stat.mean())
+
+# class SequentialBayesian():

common/swaglog.py

@@ -0,0 +1,135 @@
+import logging
+import os
+import time
+import warnings
+from pathlib import Path
+from logging.handlers import BaseRotatingHandler
+
+import zmq
+
+from openpilot.common.logging_extra import SwagLogger, SwagFormatter, SwagLogFileFormatter
+from openpilot.system.hardware.hw import Paths
+
+
+def get_file_handler():
+  Path(Paths.swaglog_root()).mkdir(parents=True, exist_ok=True)
+  base_filename = os.path.join(Paths.swaglog_root(), "swaglog")
+  handler = SwaglogRotatingFileHandler(base_filename)
+  return handler
+
+class SwaglogRotatingFileHandler(BaseRotatingHandler):
+  def __init__(self, base_filename, interval=60, max_bytes=1024*256, backup_count=2500, encoding=None):
+    super().__init__(base_filename, mode="a", encoding=encoding, delay=True)
+    self.base_filename = base_filename
+    self.interval = interval # seconds
+    self.max_bytes = max_bytes
+    self.backup_count = backup_count
+    self.log_files = self.get_existing_logfiles()
+    log_indexes = [f.split(".")[-1] for f in self.log_files]
+    self.last_file_idx = max([int(i) for i in log_indexes if i.isdigit()] or [-1])
+    self.last_rollover = None
+    self.doRollover()
+
+  def _open(self):
+    self.last_rollover = time.monotonic()
+    self.last_file_idx += 1
+    next_filename = f"{self.base_filename}.{self.last_file_idx:010}"
+    stream = open(next_filename, self.mode, encoding=self.encoding)
+    self.log_files.insert(0, next_filename)
+    return stream
+
+  def get_existing_logfiles(self):
+    log_files = list()
+    base_dir = os.path.dirname(self.base_filename)
+    for fn in os.listdir(base_dir):
+      fp = os.path.join(base_dir, fn)
+      if fp.startswith(self.base_filename) and os.path.isfile(fp):
+        log_files.append(fp)
+    return sorted(log_files)
+
+  def shouldRollover(self, record):
+    size_exceeded = self.max_bytes > 0 and self.stream.tell() >= self.max_bytes
+    time_exceeded = self.interval > 0 and self.last_rollover + self.interval <= time.monotonic()
+    return size_exceeded or time_exceeded
+
+  def doRollover(self):
+    if self.stream:
+      self.stream.close()
+    self.stream = self._open()
+
+    if self.backup_count > 0:
+      while len(self.log_files) > self.backup_count:
+        to_delete = self.log_files.pop()
+        if os.path.exists(to_delete): # just being safe, should always exist
+          os.remove(to_delete)
+
+class UnixDomainSocketHandler(logging.Handler):
+  def __init__(self, formatter):
+    logging.Handler.__init__(self)
+    self.setFormatter(formatter)
+    self.pid = None
+
+    self.zctx = None
+    self.sock = None
+
+  def __del__(self):
+    self.close()
+
+  def close(self):
+    if self.sock is not None:
+      self.sock.close()
+    if self.zctx is not None:
+      self.zctx.term()
+
+  def connect(self):
+    self.zctx = zmq.Context()
+    self.sock = self.zctx.socket(zmq.PUSH)
+    self.sock.setsockopt(zmq.LINGER, 10)
+    self.sock.connect(Paths.swaglog_ipc())
+    self.pid = os.getpid()
+
+  def emit(self, record):
+    if os.getpid() != self.pid:
+      # TODO suppresses warning about forking proc with zmq socket, fix root cause
+      warnings.filterwarnings("ignore", category=ResourceWarning, message="unclosed.*<zmq.*>")
+      self.connect()
+
+    msg = self.format(record).rstrip('\n')
+    # print("SEND".format(repr(msg)))
+    try:
+      s = chr(record.levelno)+msg
+      self.sock.send(s.encode('utf8'), zmq.NOBLOCK)
+    except zmq.error.Again:
+      # drop :/
+      pass
+
+
+def add_file_handler(log):
+  """
+  Function to add the file log handler to swaglog.
+  This can be used to store logs when logmessaged is not running.
+  """
+  handler = get_file_handler()
+  handler.setFormatter(SwagLogFileFormatter(log))
+  log.addHandler(handler)
+
+
+cloudlog = log = SwagLogger()
+log.setLevel(logging.DEBUG)
+
+
+outhandler = logging.StreamHandler()
+
+print_level = os.environ.get('LOGPRINT', 'warning')
+if print_level == 'debug':
+  outhandler.setLevel(logging.DEBUG)
+elif print_level == 'info':
+  outhandler.setLevel(logging.INFO)
+elif print_level == 'warning':
+  outhandler.setLevel(logging.WARNING)
+
+ipchandler = UnixDomainSocketHandler(SwagFormatter(log))
+
+log.addHandler(outhandler)
+# logs are sent through IPC before writing to disk to prevent disk I/O blocking
+log.addHandler(ipchandler)

common/testing.py

@@ -1,9 +0,0 @@
-import os
-from nose.tools import nottest
-
-def phone_only(x):
-  if os.path.isfile("/init.qcom.rc"):
-    return x
-  else:
-    return nottest(x)
-

common/text_window.py

@@ -0,0 +1,63 @@
+#!/usr/bin/env python3
+import os
+import time
+import subprocess
+from openpilot.common.basedir import BASEDIR
+
+
+class TextWindow:
+  def __init__(self, text):
+    try:
+      self.text_proc = subprocess.Popen(["./text", text],
+                                        stdin=subprocess.PIPE,
+                                        cwd=os.path.join(BASEDIR, "selfdrive", "ui"),
+                                        close_fds=True)
+    except OSError:
+      self.text_proc = None
+
+  def get_status(self):
+    if self.text_proc is not None:
+      self.text_proc.poll()
+      return self.text_proc.returncode
+    return None
+
+  def __enter__(self):
+    return self
+
+  def close(self):
+    if self.text_proc is not None:
+      self.text_proc.terminate()
+      self.text_proc = None
+
+  def wait_for_exit(self):
+    if self.text_proc is not None:
+      while True:
+        if self.get_status() == 1:
+          return
+        time.sleep(0.1)
+
+  def __del__(self):
+    self.close()
+
+  def __exit__(self, exc_type, exc_value, traceback):
+    self.close()
+
+
+if __name__ == "__main__":
+  text = """Traceback (most recent call last):
+  File "./controlsd.py", line 608, in <module>
+    main()
+  File "./controlsd.py", line 604, in main
+    controlsd_thread(sm, pm, logcan)
+  File "./controlsd.py", line 455, in controlsd_thread
+    1/0
+ZeroDivisionError: division by zero"""
+  print(text)
+
+  with TextWindow(text) as s:
+    for _ in range(100):
+      if s.get_status() == 1:
+        print("Got exit button")
+        break
+      time.sleep(0.1)
+  print("gone")

common/time.py

@@ -0,0 +1,15 @@
+import datetime
+from pathlib import Path
+
+_MIN_DATE = datetime.datetime(year=2024, month=3, day=30)
+
+def min_date():
+  # on systemd systems, the default time is the systemd build time
+  systemd_path = Path("/lib/systemd/systemd")
+  if systemd_path.exists():
+    d = datetime.datetime.fromtimestamp(systemd_path.stat().st_mtime)
+    return d + datetime.timedelta(days=1)
+  return _MIN_DATE
+
+def system_time_valid():
+  return datetime.datetime.now() > min_date()

common/timeout.py

@@ -0,0 +1,27 @@
+import signal
+
+class TimeoutException(Exception):
+  pass
+
+class Timeout:
+  """
+  Timeout context manager.
+  For example this code will raise a TimeoutException:
+  with Timeout(seconds=5, error_msg="Sleep was too long"):
+    time.sleep(10)
+  """
+  def __init__(self, seconds, error_msg=None):
+    if error_msg is None:
+      error_msg = f'Timed out after {seconds} seconds'
+    self.seconds = seconds
+    self.error_msg = error_msg
+
+  def handle_timeout(self, signume, frame):
+    raise TimeoutException(self.error_msg)
+
+  def __enter__(self):
+    signal.signal(signal.SIGALRM, self.handle_timeout)
+    signal.alarm(self.seconds)
+
+  def __exit__(self, exc_type, exc_val, exc_tb):
+    signal.alarm(0)

common/transformations/.gitignore

@@ -0,0 +1,2 @@
+transformations
+transformations.cpp

common/transformations/README.md

@@ -0,0 +1,70 @@
+
+Reference Frames
+------
+Many reference frames are used throughout. This
+folder contains all helper functions needed to
+transform between them. Generally this is done
+by generating a rotation matrix and multiplying.
+
+
+| Name | [x, y, z] | Units | Notes |
+| :-------------: |:-------------:| :-----:| :----: |
+| Geodetic | [Latitude, Longitude, Altitude] | geodetic coordinates | Sometimes used as [lon, lat, alt], avoid this frame. |
+| ECEF | [x, y, z] | meters | We use **ITRF14 (IGS14)**, NOT NAD83. <br> This is the global Mesh3D frame. |
+| NED | [North, East, Down] | meters | Relative to earth's surface, useful for visualizing. |
+| Device | [Forward, Right, Down] | meters | This is the Mesh3D local frame. <br> Relative to camera, **not imu.** <br> ![img](http://upload.wikimedia.org/wikipedia/commons/thumb/2/2f/RPY_angles_of_airplanes.png/440px-RPY_angles_of_airplanes.png)|
+| Calibrated | [Forward, Right, Down] | meters | This is the frame the model outputs are in. <br> More details below. <br>|
+| Car | [Forward, Right, Down] | meters | This is useful for estimating position of points on the road. <br> More details below. <br>|
+| View | [Right, Down, Forward] | meters | Like device frame, but according to camera conventions. |
+| Camera | [u, v, focal] | pixels | Like view frame, but 2d on the camera image.|
+| Normalized Camera | [u / focal, v / focal, 1] | / | |
+| Model | [u, v, focal] | pixels | The sampled rectangle of the full camera frame the model uses. |
+| Normalized Model | [u / focal, v / focal, 1] | / | |
+
+
+
+
+Orientation Conventions
+------
+Quaternions, rotation matrices and euler angles are three
+equivalent representations of orientation and all three are
+used throughout the code base.
+
+For euler angles the preferred convention is [roll, pitch, yaw]
+which corresponds to rotations around the [x, y, z] axes. All
+euler angles should always be in radians or radians/s unless
+for plotting or display purposes. For quaternions the hamilton
+notations is preferred which is [q<sub>w</sub>, q<sub>x</sub>, q<sub>y</sub>, q<sub>z</sub>]. All quaternions
+should always be normalized with a strictly positive q<sub>w</sub>. **These
+quaternions are a unique representation of orientation whereas euler angles
+or rotation matrices are not.**
+
+To rotate from one frame into another with euler angles the
+convention is to rotate around roll, then pitch and then yaw,
+while rotating around the rotated axes, not the original axes.
+
+
+Car frame
+------
+Device frame is aligned with the road-facing camera used by openpilot. However, when controlling the vehicle it is helpful to think in a reference frame aligned with the vehicle. These two reference frames can be different.
+
+The orientation of car frame is defined to be aligned with the car's direction of travel and the road plane when the vehicle is driving on a flat road and not turning. The origin of car frame is defined to be directly below device frame (in car frame), such that it is on the road plane. The position and orientation of this frame is not necessarily always aligned with the direction of travel or the road plane due to suspension movements and other effects.
+
+
+Calibrated frame
+------
+It is helpful for openpilot's driving model to take in images that look similar when mounted differently in different cars. To achieve this we "calibrate" the images by transforming it into calibrated frame. Calibrated frame is defined to be aligned with car frame in pitch and yaw, and aligned with device frame in roll. It also has the same origin as device frame.
+
+
+Example
+------
+To transform global Mesh3D positions and orientations (positions_ecef, quats_ecef) into the local frame described by the
+first position and orientation from Mesh3D one would do:
+```
+ecef_from_local = rot_from_quat(quats_ecef[0])
+local_from_ecef = ecef_from_local.T
+positions_local = np.einsum('ij,kj->ki', local_from_ecef, postions_ecef - positions_ecef[0])
+rotations_global = rot_from_quat(quats_ecef)
+rotations_local = np.einsum('ij,kjl->kil', local_from_ecef, rotations_global)
+eulers_local = euler_from_rot(rotations_local)
+```

common/transformations/camera.py

@@ -1,20 +1,74 @@
+import itertools
 import numpy as np
-import common.transformations.orientation as orient
-import cv2
+from dataclasses import dataclass
 
-FULL_FRAME_SIZE = (1164, 874)
-W, H = FULL_FRAME_SIZE[0], FULL_FRAME_SIZE[1]
-eon_focal_length = FOCAL = 910.0
+import openpilot.common.transformations.orientation as orient
 
-# aka 'K' aka camera_frame_from_view_frame
-eon_intrinsics = np.array([
-  [FOCAL,   0.,   W/2.],
-  [  0.,  FOCAL,  H/2.],
-  [  0.,    0.,     1.]])
+## -- hardcoded hardware params --
+@dataclass(frozen=True)
+class CameraConfig:
+  width: int
+  height: int
+  focal_length: float
 
-# aka 'K_inv' aka view_frame_from_camera_frame
-eon_intrinsics_inv = np.linalg.inv(eon_intrinsics)
+  @property
+  def size(self):
+    return (self.width, self.height)
 
+  @property
+  def intrinsics(self):
+    # aka 'K' aka camera_frame_from_view_frame
+    return np.array([
+      [self.focal_length,  0.0, float(self.width)/2],
+      [0.0, self.focal_length, float(self.height)/2],
+      [0.0,  0.0, 1.0]
+    ])
+
+  @property
+  def intrinsics_inv(self):
+    # aka 'K_inv' aka view_frame_from_camera_frame
+    return np.linalg.inv(self.intrinsics)
+
+@dataclass(frozen=True)
+class _NoneCameraConfig(CameraConfig):
+  width: int = 0
+  height: int = 0
+  focal_length: float = 0
+
+@dataclass(frozen=True)
+class DeviceCameraConfig:
+  fcam: CameraConfig
+  dcam: CameraConfig
+  ecam: CameraConfig
+
+  def all_cams(self):
+    for cam in ['fcam', 'dcam', 'ecam']:
+      if not isinstance(getattr(self, cam), _NoneCameraConfig):
+        yield cam, getattr(self, cam)
+
+_ar_ox_fisheye = CameraConfig(1928, 1208, 567.0)  # focal length probably wrong? magnification is not consistent across frame
+_os_fisheye = CameraConfig(2688, 1520, 567.0 / 2 * 3)
+_ar_ox_config = DeviceCameraConfig(CameraConfig(1928, 1208, 2648.0), _ar_ox_fisheye, _ar_ox_fisheye)
+_os_config = DeviceCameraConfig(CameraConfig(2688, 1520, 2648.0 * 2 / 3), _os_fisheye, _os_fisheye)
+_neo_config = DeviceCameraConfig(CameraConfig(1164, 874, 910.0), CameraConfig(816, 612, 650.0), _NoneCameraConfig())
+
+DEVICE_CAMERAS = {
+  # A "device camera" is defined by a device type and sensor
+
+  # sensor type was never set on eon/neo/two
+  ("neo", "unknown"): _neo_config,
+  # unknown here is AR0231, field was added with OX03C10 support
+  ("tici", "unknown"): _ar_ox_config,
+
+  # before deviceState.deviceType was set, assume tici AR config
+  ("unknown", "ar0231"): _ar_ox_config,
+  ("unknown", "ox03c10"): _ar_ox_config,
+
+  # simulator (emulates a tici)
+  ("pc", "unknown"): _ar_ox_config,
+}
+prods = itertools.product(('tici', 'tizi', 'mici'), (('ar0231', _ar_ox_config), ('ox03c10', _ar_ox_config), ('os04c10', _os_config)))
+DEVICE_CAMERAS.update({(d, c[0]): c[1] for d, c in prods})
 
 # device/mesh : x->forward, y-> right, z->down
 # view : x->right, y->down, z->forward
@@ -26,29 +80,22 @@ device_frame_from_view_frame = np.array([
 view_frame_from_device_frame = device_frame_from_view_frame.T
 
 
-def get_calib_from_vp(vp):
-  vp_norm = normalize(vp)
-  yaw_calib = np.arctan(vp_norm[0])
-  pitch_calib = np.arctan(vp_norm[1]*np.cos(yaw_calib))
-  # TODO should be, this but written
-  # to be compatible with meshcalib and
-  # get_view_frame_from_road_fram
-  #pitch_calib = -np.arctan(vp_norm[1]*np.cos(yaw_calib))
-  roll_calib = 0
-  return roll_calib, pitch_calib, yaw_calib
-
 # aka 'extrinsic_matrix'
 # road : x->forward, y -> left, z->up
 def get_view_frame_from_road_frame(roll, pitch, yaw, height):
-  # TODO
-  # calibration pitch is currently defined
-  # opposite to pitch in device frame
-  pitch = -pitch
   device_from_road = orient.rot_from_euler([roll, pitch, yaw]).dot(np.diag([1, -1, -1]))
   view_from_road = view_frame_from_device_frame.dot(device_from_road)
   return np.hstack((view_from_road, [[0], [height], [0]]))
 
 
+
+# aka 'extrinsic_matrix'
+def get_view_frame_from_calib_frame(roll, pitch, yaw, height):
+  device_from_calib= orient.rot_from_euler([roll, pitch, yaw])
+  view_from_calib = view_frame_from_device_frame.dot(device_from_calib)
+  return np.hstack((view_from_calib, [[0], [height], [0]]))
+
+
 def vp_from_ke(m):
   """
   Computes the vanishing point from the product of the intrinsic and extrinsic
@@ -56,7 +103,8 @@ def vp_from_ke(m):
 
   The vanishing point is defined as lim x->infinity C (x, 0, 0, 1).T
   """
-  return (m[0, 0]/m[2,0], m[1,0]/m[2,0])
+  return (m[0, 0]/m[2, 0], m[1, 0]/m[2, 0])
+
 
 def roll_from_ke(m):
   # note: different from calibration.h/RollAnglefromKE: i think that one's just wrong
@@ -64,32 +112,42 @@ def roll_from_ke(m):
                     -(m[0, 0] - m[0, 1] * m[2, 0] / m[2, 1]))
 
 
-def normalize(img_pts, intrinsics=eon_intrinsics):
+def normalize(img_pts, intrinsics):
   # normalizes image coordinates
   # accepts single pt or array of pts
   intrinsics_inv = np.linalg.inv(intrinsics)
   img_pts = np.array(img_pts)
   input_shape = img_pts.shape
   img_pts = np.atleast_2d(img_pts)
-  img_pts = np.hstack((img_pts, np.ones((img_pts.shape[0],1))))
-  img_pts_normalized = intrinsics_inv.dot(img_pts.T).T
+  img_pts = np.hstack((img_pts, np.ones((img_pts.shape[0], 1))))
+  img_pts_normalized = img_pts.dot(intrinsics_inv.T)
   img_pts_normalized[(img_pts < 0).any(axis=1)] = np.nan
-  return img_pts_normalized[:,:2].reshape(input_shape)
+  return img_pts_normalized[:, :2].reshape(input_shape)
 
 
-def denormalize(img_pts, intrinsics=eon_intrinsics):
+def denormalize(img_pts, intrinsics, width=np.inf, height=np.inf):
   # denormalizes image coordinates
   # accepts single pt or array of pts
   img_pts = np.array(img_pts)
   input_shape = img_pts.shape
   img_pts = np.atleast_2d(img_pts)
-  img_pts = np.hstack((img_pts, np.ones((img_pts.shape[0],1))))
-  img_pts_denormalized = intrinsics.dot(img_pts.T).T
-  img_pts_denormalized[img_pts_denormalized[:,0] > W] = np.nan
-  img_pts_denormalized[img_pts_denormalized[:,0] < 0] = np.nan
-  img_pts_denormalized[img_pts_denormalized[:,1] > H] = np.nan
-  img_pts_denormalized[img_pts_denormalized[:,1] < 0] = np.nan
-  return img_pts_denormalized[:,:2].reshape(input_shape)
+  img_pts = np.hstack((img_pts, np.ones((img_pts.shape[0], 1), dtype=img_pts.dtype)))
+  img_pts_denormalized = img_pts.dot(intrinsics.T)
+  if np.isfinite(width):
+    img_pts_denormalized[img_pts_denormalized[:, 0] > width] = np.nan
+    img_pts_denormalized[img_pts_denormalized[:, 0] < 0] = np.nan
+  if np.isfinite(height):
+    img_pts_denormalized[img_pts_denormalized[:, 1] > height] = np.nan
+    img_pts_denormalized[img_pts_denormalized[:, 1] < 0] = np.nan
+  return img_pts_denormalized[:, :2].reshape(input_shape)
+
+
+def get_calib_from_vp(vp, intrinsics):
+  vp_norm = normalize(vp, intrinsics)
+  yaw_calib = np.arctan(vp_norm[0])
+  pitch_calib = -np.arctan(vp_norm[1]*np.cos(yaw_calib))
+  roll_calib = 0
+  return roll_calib, pitch_calib, yaw_calib
 
 
 def device_from_ecef(pos_ecef, orientation_ecef, pt_ecef):
@@ -114,35 +172,8 @@ def img_from_device(pt_device):
   pt_view = np.einsum('jk,ik->ij', view_frame_from_device_frame, pt_device)
 
   # This function should never return negative depths
-  pt_view[pt_view[:,2] < 0] = np.nan
+  pt_view[pt_view[:, 2] < 0] = np.nan
 
-  pt_img = pt_view/pt_view[:,2:3]
-  return pt_img.reshape(input_shape)[:,:2]
+  pt_img = pt_view/pt_view[:, 2:3]
+  return pt_img.reshape(input_shape)[:, :2]
 
-
-def rotate_img(img, eulers, crop=None, intrinsics=eon_intrinsics):
-  size = img.shape[:2]
-  rot = orient.rot_from_euler(eulers)
-  quadrangle = np.array([[0, 0],
-                         [size[1]-1, 0],
-                         [0, size[0]-1],
-                         [size[1]-1, size[0]-1]], dtype=np.float32)
-  quadrangle_norm = np.hstack((normalize(quadrangle, intrinsics=intrinsics), np.ones((4,1))))
-  warped_quadrangle_full = np.einsum('ij, kj->ki', intrinsics.dot(rot), quadrangle_norm)
-  warped_quadrangle = np.column_stack((warped_quadrangle_full[:,0]/warped_quadrangle_full[:,2],
-                                       warped_quadrangle_full[:,1]/warped_quadrangle_full[:,2])).astype(np.float32)
-  if crop:
-    W_border = (size[1] - crop[0])/2
-    H_border = (size[0] - crop[1])/2
-    outside_crop = (((warped_quadrangle[:,0] < W_border) |
-                     (warped_quadrangle[:,0] >= size[1] - W_border)) &
-                    ((warped_quadrangle[:,1] < H_border) |
-                     (warped_quadrangle[:,1] >= size[0] - H_border)))
-    if not outside_crop.all():
-      raise ValueError("warped image not contained inside crop")
-  else:
-    H_border, W_border = 0, 0
-  M = cv2.getPerspectiveTransform(quadrangle, warped_quadrangle)
-  img_warped = cv2.warpPerspective(img, M, size[::-1])
-  return img_warped[H_border: size[0] - H_border,
-                    W_border: size[1] - W_border]

common/transformations/coordinates.hpp

@@ -0,0 +1,43 @@
+#pragma once
+
+#include <eigen3/Eigen/Dense>
+
+#define DEG2RAD(x) ((x) * M_PI / 180.0)
+#define RAD2DEG(x) ((x) * 180.0 / M_PI)
+
+struct ECEF {
+  double x, y, z;
+  Eigen::Vector3d to_vector(){
+    return Eigen::Vector3d(x, y, z);
+  }
+};
+
+struct NED {
+  double n, e, d;
+  Eigen::Vector3d to_vector(){
+    return Eigen::Vector3d(n, e, d);
+  }
+};
+
+struct Geodetic {
+  double lat, lon, alt;
+  bool radians=false;
+};
+
+ECEF geodetic2ecef(Geodetic g);
+Geodetic ecef2geodetic(ECEF e);
+
+class LocalCoord {
+public:
+  Eigen::Matrix3d ned2ecef_matrix;
+  Eigen::Matrix3d ecef2ned_matrix;
+  Eigen::Vector3d init_ecef;
+  LocalCoord(Geodetic g, ECEF e);
+  LocalCoord(Geodetic g) : LocalCoord(g, ::geodetic2ecef(g)) {}
+  LocalCoord(ECEF e) : LocalCoord(::ecef2geodetic(e), e) {}
+
+  NED ecef2ned(ECEF e);
+  ECEF ned2ecef(NED n);
+  NED geodetic2ned(Geodetic g);
+  Geodetic ned2geodetic(NED n);
+};

common/transformations/coordinates.py

@@ -1,108 +1,18 @@
-import numpy as np
-"""
-Coordinate transformation module. All methods accept arrays as input
-with each row as a position.
-"""
+from openpilot.common.transformations.orientation import numpy_wrap
+from openpilot.common.transformations.transformations import (ecef2geodetic_single,
+                                                    geodetic2ecef_single)
+from openpilot.common.transformations.transformations import LocalCoord as LocalCoord_single
 
 
-
-a = 6378137
-b = 6356752.3142
-esq = 6.69437999014 * 0.001
-e1sq = 6.73949674228 * 0.001
+class LocalCoord(LocalCoord_single):
+  ecef2ned = numpy_wrap(LocalCoord_single.ecef2ned_single, (3,), (3,))
+  ned2ecef = numpy_wrap(LocalCoord_single.ned2ecef_single, (3,), (3,))
+  geodetic2ned = numpy_wrap(LocalCoord_single.geodetic2ned_single, (3,), (3,))
+  ned2geodetic = numpy_wrap(LocalCoord_single.ned2geodetic_single, (3,), (3,))
 
 
-def geodetic2ecef(geodetic, radians=False):
-  geodetic = np.array(geodetic)
-  input_shape = geodetic.shape
-  geodetic = np.atleast_2d(geodetic)
+geodetic2ecef = numpy_wrap(geodetic2ecef_single, (3,), (3,))
+ecef2geodetic = numpy_wrap(ecef2geodetic_single, (3,), (3,))
 
-  ratio = 1.0 if radians else (np.pi / 180.0)
-  lat = ratio*geodetic[:,0]
-  lon = ratio*geodetic[:,1]
-  alt = geodetic[:,2]
-
-  xi = np.sqrt(1 - esq * np.sin(lat)**2)
-  x = (a / xi + alt) * np.cos(lat) * np.cos(lon)
-  y = (a / xi + alt) * np.cos(lat) * np.sin(lon)
-  z = (a / xi * (1 - esq) + alt) * np.sin(lat)
-  ecef = np.array([x, y, z]).T
-  return ecef.reshape(input_shape)
-
-
-def ecef2geodetic(ecef, radians=False):
-  """
-  Convert ECEF coordinates to geodetic using ferrari's method
-  """
-  # Save shape and export column
-  ecef = np.atleast_1d(ecef)
-  input_shape = ecef.shape
-  ecef = np.atleast_2d(ecef)
-  x, y, z = ecef[:, 0], ecef[:, 1], ecef[:, 2]
-
-  ratio = 1.0 if radians else (180.0 / np.pi)
-
-  # Conver from ECEF to geodetic using Ferrari's methods
-  # https://en.wikipedia.org/wiki/Geographic_coordinate_conversion#Ferrari.27s_solution
-  r = np.sqrt(x * x + y * y)
-  Esq = a * a - b * b
-  F = 54 * b * b * z * z
-  G = r * r + (1 - esq) * z * z - esq * Esq
-  C = (esq * esq * F * r * r) / (pow(G, 3))
-  S = np.cbrt(1 + C + np.sqrt(C * C + 2 * C))
-  P = F / (3 * pow((S + 1 / S + 1), 2) * G * G)
-  Q = np.sqrt(1 + 2 * esq * esq * P)
-  r_0 =  -(P * esq * r) / (1 + Q) + np.sqrt(0.5 * a * a*(1 + 1.0 / Q) - \
-        P * (1 - esq) * z * z / (Q * (1 + Q)) - 0.5 * P * r * r)
-  U = np.sqrt(pow((r - esq * r_0), 2) + z * z)
-  V = np.sqrt(pow((r - esq * r_0), 2) + (1 - esq) * z * z)
-  Z_0 = b * b * z / (a * V)
-  h = U * (1 - b * b / (a * V))
-  lat = ratio*np.arctan((z + e1sq * Z_0) / r)
-  lon = ratio*np.arctan2(y, x)
-
-  # stack the new columns and return to the original shape
-  geodetic = np.column_stack((lat, lon, h))
-  return geodetic.reshape(input_shape)
-
-class LocalCoord(object):
-  """
-   Allows conversions to local frames. In this case NED.
-   That is: North East Down from the start position in
-   meters.
-  """
-  def __init__(self, init_geodetic, init_ecef):
-    self.init_ecef = init_ecef
-    lat, lon, _ = (np.pi/180)*np.array(init_geodetic)
-    self.ned2ecef_matrix = np.array([[-np.sin(lat)*np.cos(lon), -np.sin(lon), -np.cos(lat)*np.cos(lon)],
-                                     [-np.sin(lat)*np.sin(lon), np.cos(lon), -np.cos(lat)*np.sin(lon)],
-                                     [np.cos(lat), 0, -np.sin(lat)]])
-    self.ecef2ned_matrix = self.ned2ecef_matrix.T
-
-  @classmethod
-  def from_geodetic(cls, init_geodetic):
-    init_ecef = geodetic2ecef(init_geodetic)
-    return LocalCoord(init_geodetic, init_ecef)
-
-  @classmethod
-  def from_ecef(cls, init_ecef):
-    init_geodetic = ecef2geodetic(init_ecef)
-    return LocalCoord(init_geodetic, init_ecef)
-
-
-  def ecef2ned(self, ecef):
-    ecef = np.array(ecef)
-    return np.dot(self.ecef2ned_matrix, (ecef - self.init_ecef).T).T
-
-  def ned2ecef(self, ned):
-    ned = np.array(ned)
-    # Transpose so that init_ecef will broadcast correctly for 1d or 2d ned.
-    return (np.dot(self.ned2ecef_matrix, ned.T).T + self.init_ecef)
-
-  def geodetic2ned(self, geodetic):
-    ecef = geodetic2ecef(geodetic)
-    return self.ecef2ned(ecef)
-
-  def ned2geodetic(self, ned):
-    ecef = self.ned2ecef(ned)
-    return ecef2geodetic(ecef)
+geodetic_from_ecef = ecef2geodetic
+ecef_from_geodetic = geodetic2ecef

common/transformations/model.py

@@ -1,112 +1,63 @@
 import numpy as np
 
-from common.transformations.camera import eon_focal_length, \
-	vp_from_ke, \
-	get_view_frame_from_road_frame, \
-	FULL_FRAME_SIZE
+from openpilot.common.transformations.orientation import rot_from_euler
+from openpilot.common.transformations.camera import get_view_frame_from_calib_frame, view_frame_from_device_frame
 
 # segnet
-
 SEGNET_SIZE = (512, 384)
 
-segnet_frame_from_camera_frame = np.array([
-  [float(SEGNET_SIZE[0])/FULL_FRAME_SIZE[0],    0.,          ],
-  [     0.,          float(SEGNET_SIZE[1])/FULL_FRAME_SIZE[1]]])
+# MED model
+MEDMODEL_INPUT_SIZE = (512, 256)
+MEDMODEL_YUV_SIZE = (MEDMODEL_INPUT_SIZE[0], MEDMODEL_INPUT_SIZE[1] * 3 // 2)
+MEDMODEL_CY = 47.6
 
-
-# model
-
-MODEL_INPUT_SIZE = (320, 160)
-MODEL_YUV_SIZE = (MODEL_INPUT_SIZE[0], MODEL_INPUT_SIZE[1] * 3 // 2)
-MODEL_CX = MODEL_INPUT_SIZE[0]/2.
-MODEL_CY = 21.
-
-model_zoom = 1.25
-model_height = 1.22
-
-# canonical model transform
-model_intrinsics = np.array(
-  [[ eon_focal_length / model_zoom,    0. ,  MODEL_CX],
-   [   0. ,  eon_focal_length / model_zoom,  MODEL_CY],
-   [   0. ,                            0. ,   1.]])
+medmodel_fl = 910.0
+medmodel_intrinsics = np.array([
+  [medmodel_fl,  0.0,  0.5 * MEDMODEL_INPUT_SIZE[0]],
+  [0.0,  medmodel_fl,                   MEDMODEL_CY],
+  [0.0,  0.0,                                   1.0]])
 
 
 # BIG model
-
-BIGMODEL_INPUT_SIZE = (864, 288)
+BIGMODEL_INPUT_SIZE = (1024, 512)
 BIGMODEL_YUV_SIZE = (BIGMODEL_INPUT_SIZE[0], BIGMODEL_INPUT_SIZE[1] * 3 // 2)
 
-bigmodel_zoom = 1.
-bigmodel_intrinsics = np.array(
-  [[ eon_focal_length / bigmodel_zoom,    0. , 0.5 * BIGMODEL_INPUT_SIZE[0]],
-   [   0. ,  eon_focal_length / bigmodel_zoom,  0.2 * BIGMODEL_INPUT_SIZE[1]],
-   [   0. ,                            0. ,   1.]])
+bigmodel_fl = 910.0
+bigmodel_intrinsics = np.array([
+  [bigmodel_fl,  0.0,  0.5 * BIGMODEL_INPUT_SIZE[0]],
+  [0.0,  bigmodel_fl,             256 + MEDMODEL_CY],
+  [0.0,  0.0,                                   1.0]])
 
 
-bigmodel_border = np.array([
-    [0,0,1],
-    [BIGMODEL_INPUT_SIZE[0], 0, 1],
-    [BIGMODEL_INPUT_SIZE[0], BIGMODEL_INPUT_SIZE[1], 1],
-    [0, BIGMODEL_INPUT_SIZE[1], 1],
-])
+# SBIG model (big model with the size of small model)
+SBIGMODEL_INPUT_SIZE = (512, 256)
+SBIGMODEL_YUV_SIZE = (SBIGMODEL_INPUT_SIZE[0], SBIGMODEL_INPUT_SIZE[1] * 3 // 2)
+
+sbigmodel_fl = 455.0
+sbigmodel_intrinsics = np.array([
+  [sbigmodel_fl,  0.0,  0.5 * SBIGMODEL_INPUT_SIZE[0]],
+  [0.0,  sbigmodel_fl,      0.5 * (256 + MEDMODEL_CY)],
+  [0.0,  0.0,                                     1.0]])
+
+bigmodel_frame_from_calib_frame = np.dot(bigmodel_intrinsics,
+  get_view_frame_from_calib_frame(0, 0, 0, 0))
 
 
-model_frame_from_road_frame = np.dot(model_intrinsics,
-  get_view_frame_from_road_frame(0, 0, 0, model_height))
+sbigmodel_frame_from_calib_frame = np.dot(sbigmodel_intrinsics,
+  get_view_frame_from_calib_frame(0, 0, 0, 0))
 
-bigmodel_frame_from_road_frame = np.dot(bigmodel_intrinsics,
-  get_view_frame_from_road_frame(0, 0, 0, model_height))
+medmodel_frame_from_calib_frame = np.dot(medmodel_intrinsics,
+  get_view_frame_from_calib_frame(0, 0, 0, 0))
 
-model_frame_from_bigmodel_frame = np.dot(model_intrinsics, np.linalg.inv(bigmodel_intrinsics))
+medmodel_frame_from_bigmodel_frame = np.dot(medmodel_intrinsics, np.linalg.inv(bigmodel_intrinsics))
 
-# 'camera from model camera'
-def get_model_height_transform(camera_frame_from_road_frame, height):
-  camera_frame_from_road_ground = np.dot(camera_frame_from_road_frame, np.array([
-      [1, 0, 0],
-      [0, 1, 0],
-      [0, 0, 0],
-      [0, 0, 1],
-  ]))
+calib_from_medmodel = np.linalg.inv(medmodel_frame_from_calib_frame[:, :3])
+calib_from_sbigmodel = np.linalg.inv(sbigmodel_frame_from_calib_frame[:, :3])
 
-  camera_frame_from_road_high = np.dot(camera_frame_from_road_frame, np.array([
-      [1, 0, 0],
-      [0, 1, 0],
-      [0, 0, height - model_height],
-      [0, 0, 1],
-  ]))
-
-  road_high_from_camera_frame = np.linalg.inv(camera_frame_from_road_high)
-  high_camera_from_low_camera = np.dot(camera_frame_from_road_ground, road_high_from_camera_frame)
-
-  return high_camera_from_low_camera
-
-
-# camera_frame_from_model_frame aka 'warp matrix'
-# was: calibration.h/CalibrationTransform
-def get_camera_frame_from_model_frame(camera_frame_from_road_frame, height=model_height):
-  vp = vp_from_ke(camera_frame_from_road_frame)
-
-  model_camera_from_model_frame = np.array([
-    [model_zoom,         0., vp[0] - MODEL_CX * model_zoom],
-    [        0., model_zoom, vp[1] - MODEL_CY * model_zoom],
-    [        0.,         0.,                            1.],
-  ])
-
-  # This function is super slow, so skip it if height is very close to canonical
-  # TODO: speed it up!
-  if abs(height - model_height) > 0.001: #
-    camera_from_model_camera = get_model_height_transform(camera_frame_from_road_frame, height)
-  else:
-    camera_from_model_camera = np.eye(3)
-
-  return np.dot(camera_from_model_camera, model_camera_from_model_frame)
-
-
-def get_camera_frame_from_bigmodel_frame(camera_frame_from_road_frame):
-  camera_frame_from_ground = camera_frame_from_road_frame[:, (0, 1, 3)]
-  bigmodel_frame_from_ground = bigmodel_frame_from_road_frame[:, (0, 1, 3)]
-
-  ground_from_bigmodel_frame = np.linalg.inv(bigmodel_frame_from_ground)
-  camera_frame_from_bigmodel_frame = np.dot(camera_frame_from_ground, ground_from_bigmodel_frame)
-
-  return camera_frame_from_bigmodel_frame
+# This function is verified to give similar results to xx.uncommon.utils.transform_img
+def get_warp_matrix(device_from_calib_euler: np.ndarray, intrinsics: np.ndarray, bigmodel_frame: bool = False) -> np.ndarray:
+  calib_from_model = calib_from_sbigmodel if bigmodel_frame else calib_from_medmodel
+  device_from_calib = rot_from_euler(device_from_calib_euler)
+  camera_from_calib = intrinsics @ view_frame_from_device_frame @ device_from_calib
+  warp_matrix: np.ndarray = camera_from_calib @ calib_from_model
+  return warp_matrix

common/transformations/orientation.hpp

@@ -0,0 +1,17 @@
+#pragma once
+#include <eigen3/Eigen/Dense>
+#include "common/transformations/coordinates.hpp"
+
+
+Eigen::Quaterniond ensure_unique(Eigen::Quaterniond quat);
+
+Eigen::Quaterniond euler2quat(Eigen::Vector3d euler);
+Eigen::Vector3d quat2euler(Eigen::Quaterniond quat);
+Eigen::Matrix3d quat2rot(Eigen::Quaterniond quat);
+Eigen::Quaterniond rot2quat(const Eigen::Matrix3d &rot);
+Eigen::Matrix3d euler2rot(Eigen::Vector3d euler);
+Eigen::Vector3d rot2euler(const Eigen::Matrix3d &rot);
+Eigen::Matrix3d rot_matrix(double roll, double pitch, double yaw);
+Eigen::Matrix3d rot(Eigen::Vector3d axis, double angle);
+Eigen::Vector3d ecef_euler_from_ned(ECEF ecef_init, Eigen::Vector3d ned_pose);
+Eigen::Vector3d ned_euler_from_ecef(ECEF ecef_init, Eigen::Vector3d ecef_pose);

common/transformations/orientation.py

@@ -1,295 +1,52 @@
 import numpy as np
-from numpy import dot, inner, array, linalg
-from common.transformations.coordinates import LocalCoord
+from collections.abc import Callable
+
+from openpilot.common.transformations.transformations import (ecef_euler_from_ned_single,
+                                                    euler2quat_single,
+                                                    euler2rot_single,
+                                                    ned_euler_from_ecef_single,
+                                                    quat2euler_single,
+                                                    quat2rot_single,
+                                                    rot2euler_single,
+                                                    rot2quat_single)
 
 
-'''
-Vectorized functions that transform between
-rotation matrices, euler angles and quaternions.
-All support lists, array or array of arrays as inputs.
-Supports both x2y and y_from_x format (y_from_x preferred!).
-'''
+def numpy_wrap(function, input_shape, output_shape) -> Callable[..., np.ndarray]:
+  """Wrap a function to take either an input or list of inputs and return the correct shape"""
+  def f(*inps):
+    *args, inp = inps
+    inp = np.array(inp)
+    shape = inp.shape
 
-def euler2quat(eulers):
-  eulers = array(eulers)
-  if len(eulers.shape) > 1:
-    output_shape = (-1,4)
-  else:
-    output_shape = (4,)
-  eulers = np.atleast_2d(eulers)
-  gamma, theta, psi = eulers[:,0],  eulers[:,1],  eulers[:,2]
+    if len(shape) == len(input_shape):
+      out_shape = output_shape
+    else:
+      out_shape = (shape[0],) + output_shape
 
-  q0 = np.cos(gamma / 2) * np.cos(theta / 2) * np.cos(psi / 2) + \
-       np.sin(gamma / 2) * np.sin(theta / 2) * np.sin(psi / 2)
-  q1 = np.sin(gamma / 2) * np.cos(theta / 2) * np.cos(psi / 2) - \
-       np.cos(gamma / 2) * np.sin(theta / 2) * np.sin(psi / 2)
-  q2 = np.cos(gamma / 2) * np.sin(theta / 2) * np.cos(psi / 2) + \
-       np.sin(gamma / 2) * np.cos(theta / 2) * np.sin(psi / 2)
-  q3 = np.cos(gamma / 2) * np.cos(theta / 2) * np.sin(psi / 2) - \
-       np.sin(gamma / 2) * np.sin(theta / 2) * np.cos(psi / 2)
+    # Add empty dimension if inputs is not a list
+    if len(shape) == len(input_shape):
+      inp.shape = (1, ) + inp.shape
 
-  quats = array([q0, q1, q2, q3]).T
-  for i in xrange(len(quats)):
-    if quats[i,0] < 0:
-      quats[i] = -quats[i]
-  return quats.reshape(output_shape)
+    result = np.asarray([function(*args, i) for i in inp])
+    result.shape = out_shape
+    return result
+  return f
 
 
-def quat2euler(quats):
-  quats = array(quats)
-  if len(quats.shape) > 1:
-    output_shape = (-1,3)
-  else:
-    output_shape = (3,)
-  quats = np.atleast_2d(quats)
-  q0, q1, q2, q3 = quats[:,0], quats[:,1], quats[:,2], quats[:,3]
-
-  gamma = np.arctan2(2 * (q0 * q1 + q2 * q3), 1 - 2 * (q1**2 + q2**2))
-  theta = np.arcsin(2 * (q0 * q2 - q3 * q1))
-  psi = np.arctan2(2 * (q0 * q3 + q1 * q2), 1 - 2 * (q2**2 + q3**2))
-
-  eulers = array([gamma, theta, psi]).T
-  return eulers.reshape(output_shape)
-
-
-def quat2rot(quats):
-  quats = array(quats)
-  input_shape = quats.shape
-  quats = np.atleast_2d(quats)
-  Rs = np.zeros((quats.shape[0], 3, 3))
-  q0 = quats[:, 0]
-  q1 = quats[:, 1]
-  q2 = quats[:, 2]
-  q3 = quats[:, 3]
-  Rs[:, 0, 0] = q0 * q0 + q1 * q1 - q2 * q2 - q3 * q3
-  Rs[:, 0, 1] = 2 * (q1 * q2 - q0 * q3)
-  Rs[:, 0, 2] = 2 * (q0 * q2 + q1 * q3)
-  Rs[:, 1, 0] = 2 * (q1 * q2 + q0 * q3)
-  Rs[:, 1, 1] = q0 * q0 - q1 * q1 + q2 * q2 - q3 * q3
-  Rs[:, 1, 2] = 2 * (q2 * q3 - q0 * q1)
-  Rs[:, 2, 0] = 2 * (q1 * q3 - q0 * q2)
-  Rs[:, 2, 1] = 2 * (q0 * q1 + q2 * q3)
-  Rs[:, 2, 2] = q0 * q0 - q1 * q1 - q2 * q2 + q3 * q3
-
-  if len(input_shape) < 2:
-    return Rs[0]
-  else:
-    return Rs
-
-
-def rot2quat(rots):
-  input_shape = rots.shape
-  if len(input_shape) < 3:
-    rots = array([rots])
-  K3 = np.empty((len(rots), 4, 4))
-  K3[:, 0, 0] = (rots[:, 0, 0] - rots[:, 1, 1] - rots[:, 2, 2]) / 3.0
-  K3[:, 0, 1] = (rots[:, 1, 0] + rots[:, 0, 1]) / 3.0
-  K3[:, 0, 2] = (rots[:, 2, 0] + rots[:, 0, 2]) / 3.0
-  K3[:, 0, 3] = (rots[:, 1, 2] - rots[:, 2, 1]) / 3.0
-  K3[:, 1, 0] = K3[:, 0, 1]
-  K3[:, 1, 1] = (rots[:, 1, 1] - rots[:, 0, 0] - rots[:, 2, 2]) / 3.0
-  K3[:, 1, 2] = (rots[:, 2, 1] + rots[:, 1, 2]) / 3.0
-  K3[:, 1, 3] = (rots[:, 2, 0] - rots[:, 0, 2]) / 3.0
-  K3[:, 2, 0] = K3[:, 0, 2]
-  K3[:, 2, 1] = K3[:, 1, 2]
-  K3[:, 2, 2] = (rots[:, 2, 2] - rots[:, 0, 0] - rots[:, 1, 1]) / 3.0
-  K3[:, 2, 3] = (rots[:, 0, 1] - rots[:, 1, 0]) / 3.0
-  K3[:, 3, 0] = K3[:, 0, 3]
-  K3[:, 3, 1] = K3[:, 1, 3]
-  K3[:, 3, 2] = K3[:, 2, 3]
-  K3[:, 3, 3] = (rots[:, 0, 0] + rots[:, 1, 1] + rots[:, 2, 2]) / 3.0
-  q = np.empty((len(rots), 4))
-  for i in xrange(len(rots)):
-    _, eigvecs = linalg.eigh(K3[i].T)
-    eigvecs = eigvecs[:,3:]
-    q[i, 0] = eigvecs[-1]
-    q[i, 1:] = -eigvecs[:-1].flatten()
-    if q[i, 0] < 0:
-      q[i] = -q[i]
-
-  if len(input_shape) < 3:
-    return q[0]
-  else:
-    return q
-
-
-def euler2rot(eulers):
-  return rotations_from_quats(euler2quat(eulers))
-
-
-def rot2euler(rots):
-  return quat2euler(quats_from_rotations(rots))
-
+euler2quat = numpy_wrap(euler2quat_single, (3,), (4,))
+quat2euler = numpy_wrap(quat2euler_single, (4,), (3,))
+quat2rot = numpy_wrap(quat2rot_single, (4,), (3, 3))
+rot2quat = numpy_wrap(rot2quat_single, (3, 3), (4,))
+euler2rot = numpy_wrap(euler2rot_single, (3,), (3, 3))
+rot2euler = numpy_wrap(rot2euler_single, (3, 3), (3,))
+ecef_euler_from_ned = numpy_wrap(ecef_euler_from_ned_single, (3,), (3,))
+ned_euler_from_ecef = numpy_wrap(ned_euler_from_ecef_single, (3,), (3,))
 
 quats_from_rotations = rot2quat
 quat_from_rot = rot2quat
 rotations_from_quats = quat2rot
-rot_from_quat= quat2rot
-rot_from_quat= quat2rot
+rot_from_quat = quat2rot
 euler_from_rot = rot2euler
 euler_from_quat = quat2euler
 rot_from_euler = euler2rot
 quat_from_euler = euler2quat
-
-
-
-
-
-
-'''
-Random helpers below
-'''
-
-
-def quat_product(q, r):
-  t = np.zeros(4)
-  t[0] = r[0] * q[0] - r[1] * q[1] - r[2] * q[2] - r[3] * q[3]
-  t[1] = r[0] * q[1] + r[1] * q[0] - r[2] * q[3] + r[3] * q[2]
-  t[2] = r[0] * q[2] + r[1] * q[3] + r[2] * q[0] - r[3] * q[1]
-  t[3] = r[0] * q[3] - r[1] * q[2] + r[2] * q[1] + r[3] * q[0]
-  return t
-
-
-def rot_matrix(roll, pitch, yaw):
-  cr, sr = np.cos(roll), np.sin(roll)
-  cp, sp = np.cos(pitch), np.sin(pitch)
-  cy, sy = np.cos(yaw), np.sin(yaw)
-  rr = array([[1,0,0],[0, cr,-sr],[0, sr, cr]])
-  rp = array([[cp,0,sp],[0, 1,0],[-sp, 0, cp]])
-  ry = array([[cy,-sy,0],[sy, cy,0],[0, 0, 1]])
-  return ry.dot(rp.dot(rr))
-
-
-def rot(axis, angle):
-  # Rotates around an arbitrary axis
-  ret_1 = (1 - np.cos(angle)) * array([[axis[0]**2, axis[0] * axis[1], axis[0] * axis[2]], [
-    axis[1] * axis[0], axis[1]**2, axis[1] * axis[2]
-  ], [axis[2] * axis[0], axis[2] * axis[1], axis[2]**2]])
-  ret_2 = np.cos(angle) * np.eye(3)
-  ret_3 = np.sin(angle) * array([[0, -axis[2], axis[1]], [axis[2], 0, -axis[0]],
-                              [-axis[1], axis[0], 0]])
-  return ret_1 + ret_2 + ret_3
-
-
-def ecef_euler_from_ned(ned_ecef_init, ned_pose):
-  '''
-  Got it from here:
-  Using Rotations to Build Aerospace Coordinate Systems
-  -Don Koks
-  '''
-  converter = LocalCoord.from_ecef(ned_ecef_init)
-  x0 = converter.ned2ecef([1, 0, 0]) - converter.ned2ecef([0, 0, 0])
-  y0 = converter.ned2ecef([0, 1, 0]) - converter.ned2ecef([0, 0, 0])
-  z0 = converter.ned2ecef([0, 0, 1]) - converter.ned2ecef([0, 0, 0])
-
-  x1 = rot(z0, ned_pose[2]).dot(x0)
-  y1 = rot(z0, ned_pose[2]).dot(y0)
-  z1 = rot(z0, ned_pose[2]).dot(z0)
-
-  x2 = rot(y1, ned_pose[1]).dot(x1)
-  y2 = rot(y1, ned_pose[1]).dot(y1)
-  z2 = rot(y1, ned_pose[1]).dot(z1)
-
-  x3 = rot(x2, ned_pose[0]).dot(x2)
-  y3 = rot(x2, ned_pose[0]).dot(y2)
-  #z3 = rot(x2, ned_pose[0]).dot(z2)
-
-  x0 = array([1, 0, 0])
-  y0 = array([0, 1, 0])
-  z0 = array([0, 0, 1])
-
-  psi = np.arctan2(inner(x3, y0), inner(x3, x0))
-  theta = np.arctan2(-inner(x3, z0), np.sqrt(inner(x3, x0)**2 + inner(x3, y0)**2))
-  y2 = rot(z0, psi).dot(y0)
-  z2 = rot(y2, theta).dot(z0)
-  phi = np.arctan2(inner(y3, z2), inner(y3, y2))
-
-  ret = array([phi, theta, psi])
-  return ret
-
-
-def ned_euler_from_ecef(ned_ecef_init, ecef_poses):
-  '''
-  Got the math from here:
-  Using Rotations to Build Aerospace Coordinate Systems
-  -Don Koks
-
-  Also accepts array of ecef_poses and array of ned_ecef_inits.
-  Where each row is a pose and an ecef_init.
-  '''
-  ned_ecef_init = array(ned_ecef_init)
-  ecef_poses = array(ecef_poses)
-  output_shape = ecef_poses.shape
-  ned_ecef_init = np.atleast_2d(ned_ecef_init)
-  if ned_ecef_init.shape[0] == 1:
-    ned_ecef_init = np.tile(ned_ecef_init[0], (output_shape[0], 1))
-  ecef_poses = np.atleast_2d(ecef_poses)
-
-  ned_poses = np.zeros(ecef_poses.shape)
-  for i, ecef_pose in enumerate(ecef_poses):
-    converter = LocalCoord.from_ecef(ned_ecef_init[i])
-    x0 = array([1, 0, 0])
-    y0 = array([0, 1, 0])
-    z0 = array([0, 0, 1])
-
-    x1 = rot(z0, ecef_pose[2]).dot(x0)
-    y1 = rot(z0, ecef_pose[2]).dot(y0)
-    z1 = rot(z0, ecef_pose[2]).dot(z0)
-
-    x2 = rot(y1, ecef_pose[1]).dot(x1)
-    y2 = rot(y1, ecef_pose[1]).dot(y1)
-    z2 = rot(y1, ecef_pose[1]).dot(z1)
-
-    x3 = rot(x2, ecef_pose[0]).dot(x2)
-    y3 = rot(x2, ecef_pose[0]).dot(y2)
-    #z3 = rot(x2, ecef_pose[0]).dot(z2)
-
-    x0 = converter.ned2ecef([1, 0, 0]) - converter.ned2ecef([0, 0, 0])
-    y0 = converter.ned2ecef([0, 1, 0]) - converter.ned2ecef([0, 0, 0])
-    z0 = converter.ned2ecef([0, 0, 1]) - converter.ned2ecef([0, 0, 0])
-
-    psi = np.arctan2(inner(x3, y0), inner(x3, x0))
-    theta = np.arctan2(-inner(x3, z0), np.sqrt(inner(x3, x0)**2 + inner(x3, y0)**2))
-    y2 = rot(z0, psi).dot(y0)
-    z2 = rot(y2, theta).dot(z0)
-    phi = np.arctan2(inner(y3, z2), inner(y3, y2))
-    ned_poses[i] = array([phi, theta, psi])
-
-  return ned_poses.reshape(output_shape)
-
-
-def ecef2car(car_ecef, psi, theta, points_ecef, ned_converter):
-  """
-  TODO: add roll rotation
-  Converts an array of points in ecef coordinates into
-  x-forward, y-left, z-up coordinates
-  Parameters
-  ----------
-  psi: yaw, radian
-  theta: pitch, radian
-  Returns
-  -------
-  [x, y, z] coordinates in car frame
-  """
-
-  # input is an array of points in ecef cocrdinates
-  # output is an array of points in car's coordinate (x-front, y-left, z-up)
-
-  # convert points to NED
-  points_ned = []
-  for p in points_ecef:
-    points_ned.append(ned_converter.ecef2ned_matrix.dot(array(p) - car_ecef))
-
-  points_ned = np.vstack(points_ned).T
-
-  # n, e, d -> x, y, z
-  # Calculate relative postions and rotate wrt to heading and pitch of car
-  invert_R = array([[1., 0., 0.], [0., -1., 0.], [0., 0., -1.]])
-
-  c, s = np.cos(psi), np.sin(psi)
-  yaw_R = array([[c, s, 0.], [-s, c, 0.], [0., 0., 1.]])
-
-  c, s = np.cos(theta), np.sin(theta)
-  pitch_R = array([[c, 0., -s], [0., 1., 0.], [s, 0., c]])
-
-  return dot(pitch_R, dot(yaw_R, dot(invert_R, points_ned)))

common/transformations/transformations.pxd

@@ -0,0 +1,72 @@
+# cython: language_level=3
+from libcpp cimport bool
+
+cdef extern from "orientation.cc":
+  pass
+
+cdef extern from "orientation.hpp":
+  cdef cppclass Quaternion "Eigen::Quaterniond":
+    Quaternion()
+    Quaternion(double, double, double, double)
+    double w()
+    double x()
+    double y()
+    double z()
+
+  cdef cppclass Vector3 "Eigen::Vector3d":
+    Vector3()
+    Vector3(double, double, double)
+    double operator()(int)
+
+  cdef cppclass Matrix3 "Eigen::Matrix3d":
+    Matrix3()
+    Matrix3(double*)
+
+    double operator()(int, int)
+
+  Quaternion euler2quat(Vector3)
+  Vector3 quat2euler(Quaternion)
+  Matrix3 quat2rot(Quaternion)
+  Quaternion rot2quat(Matrix3)
+  Vector3 rot2euler(Matrix3)
+  Matrix3 euler2rot(Vector3)
+  Matrix3 rot_matrix(double, double, double)
+  Vector3 ecef_euler_from_ned(ECEF, Vector3)
+  Vector3 ned_euler_from_ecef(ECEF, Vector3)
+
+
+cdef extern from "coordinates.cc":
+  cdef struct ECEF:
+    double x
+    double y
+    double z
+
+  cdef struct NED:
+    double n
+    double e
+    double d
+
+  cdef struct Geodetic:
+    double lat
+    double lon
+    double alt
+    bool radians
+
+  ECEF geodetic2ecef(Geodetic)
+  Geodetic ecef2geodetic(ECEF)
+
+  cdef cppclass LocalCoord_c "LocalCoord":
+    Matrix3 ned2ecef_matrix
+    Matrix3 ecef2ned_matrix
+
+    LocalCoord_c(Geodetic, ECEF)
+    LocalCoord_c(Geodetic)
+    LocalCoord_c(ECEF)
+
+    NED ecef2ned(ECEF)
+    ECEF ned2ecef(NED)
+    NED geodetic2ned(Geodetic)
+    Geodetic ned2geodetic(NED)
+
+cdef extern from "coordinates.hpp":
+  pass

common/transformations/transformations.pyx

@@ -0,0 +1,173 @@
+# distutils: language = c++
+# cython: language_level = 3
+from openpilot.common.transformations.transformations cimport Matrix3, Vector3, Quaternion
+from openpilot.common.transformations.transformations cimport ECEF, NED, Geodetic
+
+from openpilot.common.transformations.transformations cimport euler2quat as euler2quat_c
+from openpilot.common.transformations.transformations cimport quat2euler as quat2euler_c
+from openpilot.common.transformations.transformations cimport quat2rot as quat2rot_c
+from openpilot.common.transformations.transformations cimport rot2quat as rot2quat_c
+from openpilot.common.transformations.transformations cimport euler2rot as euler2rot_c
+from openpilot.common.transformations.transformations cimport rot2euler as rot2euler_c
+from openpilot.common.transformations.transformations cimport rot_matrix as rot_matrix_c
+from openpilot.common.transformations.transformations cimport ecef_euler_from_ned as ecef_euler_from_ned_c
+from openpilot.common.transformations.transformations cimport ned_euler_from_ecef as ned_euler_from_ecef_c
+from openpilot.common.transformations.transformations cimport geodetic2ecef as geodetic2ecef_c
+from openpilot.common.transformations.transformations cimport ecef2geodetic as ecef2geodetic_c
+from openpilot.common.transformations.transformations cimport LocalCoord_c
+
+
+import numpy as np
+cimport numpy as np
+
+cdef np.ndarray[double, ndim=2] matrix2numpy(Matrix3 m):
+    return np.array([
+        [m(0, 0), m(0, 1), m(0, 2)],
+        [m(1, 0), m(1, 1), m(1, 2)],
+        [m(2, 0), m(2, 1), m(2, 2)],
+    ])
+
+cdef Matrix3 numpy2matrix(np.ndarray[double, ndim=2, mode="fortran"] m):
+    assert m.shape[0] == 3
+    assert m.shape[1] == 3
+    return Matrix3(<double*>m.data)
+
+cdef ECEF list2ecef(ecef):
+    cdef ECEF e
+    e.x = ecef[0]
+    e.y = ecef[1]
+    e.z = ecef[2]
+    return e
+
+cdef NED list2ned(ned):
+    cdef NED n
+    n.n = ned[0]
+    n.e = ned[1]
+    n.d = ned[2]
+    return n
+
+cdef Geodetic list2geodetic(geodetic):
+    cdef Geodetic g
+    g.lat = geodetic[0]
+    g.lon = geodetic[1]
+    g.alt = geodetic[2]
+    return g
+
+def euler2quat_single(euler):
+    cdef Vector3 e = Vector3(euler[0], euler[1], euler[2])
+    cdef Quaternion q = euler2quat_c(e)
+    return [q.w(), q.x(), q.y(), q.z()]
+
+def quat2euler_single(quat):
+    cdef Quaternion q = Quaternion(quat[0], quat[1], quat[2], quat[3])
+    cdef Vector3 e = quat2euler_c(q)
+    return [e(0), e(1), e(2)]
+
+def quat2rot_single(quat):
+    cdef Quaternion q = Quaternion(quat[0], quat[1], quat[2], quat[3])
+    cdef Matrix3 r = quat2rot_c(q)
+    return matrix2numpy(r)
+
+def rot2quat_single(rot):
+    cdef Matrix3 r = numpy2matrix(np.asfortranarray(rot, dtype=np.double))
+    cdef Quaternion q = rot2quat_c(r)
+    return [q.w(), q.x(), q.y(), q.z()]
+
+def euler2rot_single(euler):
+    cdef Vector3 e = Vector3(euler[0], euler[1], euler[2])
+    cdef Matrix3 r = euler2rot_c(e)
+    return matrix2numpy(r)
+
+def rot2euler_single(rot):
+    cdef Matrix3 r = numpy2matrix(np.asfortranarray(rot, dtype=np.double))
+    cdef Vector3 e = rot2euler_c(r)
+    return [e(0), e(1), e(2)]
+
+def rot_matrix(roll, pitch, yaw):
+    return matrix2numpy(rot_matrix_c(roll, pitch, yaw))
+
+def ecef_euler_from_ned_single(ecef_init, ned_pose):
+    cdef ECEF init = list2ecef(ecef_init)
+    cdef Vector3 pose = Vector3(ned_pose[0], ned_pose[1], ned_pose[2])
+
+    cdef Vector3 e = ecef_euler_from_ned_c(init, pose)
+    return [e(0), e(1), e(2)]
+
+def ned_euler_from_ecef_single(ecef_init, ecef_pose):
+    cdef ECEF init = list2ecef(ecef_init)
+    cdef Vector3 pose = Vector3(ecef_pose[0], ecef_pose[1], ecef_pose[2])
+
+    cdef Vector3 e = ned_euler_from_ecef_c(init, pose)
+    return [e(0), e(1), e(2)]
+
+def geodetic2ecef_single(geodetic):
+    cdef Geodetic g = list2geodetic(geodetic)
+    cdef ECEF e = geodetic2ecef_c(g)
+    return [e.x, e.y, e.z]
+
+def ecef2geodetic_single(ecef):
+    cdef ECEF e = list2ecef(ecef)
+    cdef Geodetic g = ecef2geodetic_c(e)
+    return [g.lat, g.lon, g.alt]
+
+
+cdef class LocalCoord:
+    cdef LocalCoord_c * lc
+
+    def __init__(self, geodetic=None, ecef=None):
+        assert (geodetic is not None) or (ecef is not None)
+        if geodetic is not None:
+            self.lc = new LocalCoord_c(list2geodetic(geodetic))
+        elif ecef is not None:
+            self.lc = new LocalCoord_c(list2ecef(ecef))
+
+    @property
+    def ned2ecef_matrix(self):
+        return matrix2numpy(self.lc.ned2ecef_matrix)
+
+    @property
+    def ecef2ned_matrix(self):
+        return matrix2numpy(self.lc.ecef2ned_matrix)
+
+    @property
+    def ned_from_ecef_matrix(self):
+        return self.ecef2ned_matrix
+
+    @property
+    def ecef_from_ned_matrix(self):
+        return self.ned2ecef_matrix
+
+    @classmethod
+    def from_geodetic(cls, geodetic):
+        return cls(geodetic=geodetic)
+
+    @classmethod
+    def from_ecef(cls, ecef):
+        return cls(ecef=ecef)
+
+    def ecef2ned_single(self, ecef):
+        assert self.lc
+        cdef ECEF e = list2ecef(ecef)
+        cdef NED n = self.lc.ecef2ned(e)
+        return [n.n, n.e, n.d]
+
+    def ned2ecef_single(self, ned):
+        assert self.lc
+        cdef NED n = list2ned(ned)
+        cdef ECEF e = self.lc.ned2ecef(n)
+        return [e.x, e.y, e.z]
+
+    def geodetic2ned_single(self, geodetic):
+        assert self.lc
+        cdef Geodetic g = list2geodetic(geodetic)
+        cdef NED n = self.lc.geodetic2ned(g)
+        return [n.n, n.e, n.d]
+
+    def ned2geodetic_single(self, ned):
+        assert self.lc
+        cdef NED n = list2ned(ned)
+        cdef Geodetic g = self.lc.ned2geodetic(n)
+        return [g.lat, g.lon, g.alt]
+
+    def __dealloc__(self):
+        del self.lc

common/utils.py

@@ -0,0 +1,11 @@
+class Freezable:
+  _frozen: bool = False
+
+  def freeze(self):
+    if not self._frozen:
+      self._frozen = True
+
+  def __setattr__(self, *args, **kwargs):
+    if self._frozen:
+      raise Exception("cannot modify frozen object")
+    super().__setattr__(*args, **kwargs)

common/version.h

@@ -0,0 +1 @@
+#define COMMA_VERSION "0.9.7"

docs/BOUNTIES.md

@@ -0,0 +1,62 @@
+# [Bounties](https://github.com/orgs/commaai/projects/26/views/1)
+
+Get paid to improve openpilot!
+
+## Rules
+
+* code must be merged into openpilot master
+* bounty eligibility is solely at our discretion
+* once you open a PR, the bounty is locked to you until you stop working on it
+* open a ticket at [comma.ai/support](https://comma.ai/support/shop-order) with links to your PRs to claim
+* get an extra 20% if you redeem your bounty in [comma shop](https://comma.ai/shop) credit (including refunds on previous orders)
+* for bounties >$100, the first PR gets a lock, which times out after a week of no progress
+
+We put up each bounty with the intention that it'll get merged, but occasionally the right resolution is to close the bounty, which only becomes clear once some effort is put in. 
+This is still valuable work, so we'll pay out $100 for getting any bounty closed with a good explanation.
+
+## Issue bounties
+
+We've tagged bounty-eligible issues across openpilot and the rest of our repos; check out all the open ones [here](https://github.com/orgs/commaai/projects/26/views/1). These bounties roughly work out like this:
+* **$100** - a few hours of work for an experienced openpilot developer; a good intro for someone new to openpilot
+* **$300** - a day of work for an experienced openpilot developer
+* **$500** - a few days of work for an experienced openpilot developer
+* **$1k+** - a week or two of work (could be less for the right person)
+
+New bounties can be proposed in the [**#contributing**](https://discord.com/channels/469524606043160576/1183173332531687454) channel in Discord.
+
+## Car bounties
+
+The car bounties only apply to cars that have a path to ship in openpilot release, which excludes unsupportable cars (e.g. Fords with a steering lockout) or cars that require extra hardware (Honda Accord with serial steering).
+
+#### Brand or platform port - $2000
+Example PR: [commaai/openpilot#23331](https://github.com/commaai/openpilot/pull/23331)
+
+This is for adding support for an entirely new brand or a substantially new ADAS platform within a brand (e.g. the Volkswagen PQ platform).
+
+#### Model port - $250
+Example PR: [commaai/openpilot#30245](https://github.com/commaai/openpilot/pull/30245)
+
+This is for porting a new car model that runs on a platform openpilot already supports.
+In the average case, this is a few hours of work for an experienced software developer.
+
+This bounty also covers getting openpilot supported on a previously unsupported trim of an already supported car, e.g. the Chevy Bolt without ACC.
+
+#### Reverse Engineering a new Actuation Message - $300
+
+This is for cars that are already supported, and it has three components:
+* reverse a new steering, adaptive cruise, or AEB message
+* merge the DBC definitions to [opendbc](http://github.com/commaai/opendbc)
+* merge the openpilot code to use it and post a demo route
+
+The control doesn't have to be perfect, but it should generally do what it's supposed to do.
+
+### Specific Cars
+
+#### Rivian R1T or R1S - $3000
+
+Get a Rivian driving with openpilot.
+Requires a merged port with lateral control and at least a POC of longitudinal control.
+
+#### Chevy Bolt with SuperCruise - $2500
+
+The Bolt is already supported on the trim with standard ACC. Get openpilot working on the trim with SuperCruise. It must be a normal install: no extra pandas or other hardware, no ECU reflashes, etc. The full bounty is for a port with lateral and longitudinal control. $1500 of the bounty can be claimed with a lateral-only port.

docs/CARS.md

@@ -0,0 +1,359 @@
+<!--- AUTOGENERATED FROM selfdrive/car/CARS_template.md, DO NOT EDIT. --->
+
+# Supported Cars
+
+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.
+
+# 288 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|
+|---|---|---|:---:|:---:|:---:|:---:|:---:|:---:|:---:|
+|Acura|ILX 2016-19|AcuraWatch Plus|openpilot|25 mph|25 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Acura&model=ILX 2016-19">Buy Here</a></sub></details>||
+|Acura|RDX 2016-18|AcuraWatch Plus|openpilot|25 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Acura&model=RDX 2016-18">Buy Here</a></sub></details>||
+|Acura|RDX 2019-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Acura&model=RDX 2019-22">Buy Here</a></sub></details>||
+|Audi|A3 2014-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Audi&model=A3 2014-19">Buy Here</a></sub></details>||
+|Audi|A3 Sportback e-tron 2017-18|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Audi&model=A3 Sportback e-tron 2017-18">Buy Here</a></sub></details>||
+|Audi|Q2 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Audi&model=Q2 2018">Buy Here</a></sub></details>||
+|Audi|Q3 2019-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Audi&model=Q3 2019-23">Buy Here</a></sub></details>||
+|Audi|RS3 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Audi&model=RS3 2018">Buy Here</a></sub></details>||
+|Audi|S3 2015-17|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Audi&model=S3 2015-17">Buy Here</a></sub></details>||
+|Chevrolet|Bolt EUV 2022-23|Premier or Premier Redline Trim without Super Cruise Package|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chevrolet&model=Bolt EUV 2022-23">Buy Here</a></sub></details>|<a href="https://youtu.be/xvwzGMUA210" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Chevrolet|Bolt EV 2022-23|2LT Trim with Adaptive Cruise Control Package|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chevrolet&model=Bolt EV 2022-23">Buy Here</a></sub></details>||
+|Chevrolet|Equinox 2019-22|Adaptive Cruise Control (ACC)|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chevrolet&model=Equinox 2019-22">Buy Here</a></sub></details>||
+|Chevrolet|Silverado 1500 2020-21|Safety Package II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chevrolet&model=Silverado 1500 2020-21">Buy Here</a></sub></details>||
+|Chevrolet|Trailblazer 2021-22|Adaptive Cruise Control (ACC)|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chevrolet&model=Trailblazer 2021-22">Buy Here</a></sub></details>||
+|Chrysler|Pacifica 2017-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chrysler&model=Pacifica 2017-18">Buy Here</a></sub></details>||
+|Chrysler|Pacifica 2019-20|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chrysler&model=Pacifica 2019-20">Buy Here</a></sub></details>||
+|Chrysler|Pacifica 2021-23|All|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chrysler&model=Pacifica 2021-23">Buy Here</a></sub></details>||
+|Chrysler|Pacifica Hybrid 2017|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chrysler&model=Pacifica Hybrid 2017">Buy Here</a></sub></details>||
+|Chrysler|Pacifica Hybrid 2018|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chrysler&model=Pacifica Hybrid 2018">Buy Here</a></sub></details>||
+|Chrysler|Pacifica Hybrid 2019-23|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chrysler&model=Pacifica Hybrid 2019-23">Buy Here</a></sub></details>||
+|comma|body|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|None||
+|CUPRA|Ateca 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=CUPRA&model=Ateca 2018-23">Buy Here</a></sub></details>||
+|Dodge|Durango 2020-21|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Dodge&model=Durango 2020-21">Buy Here</a></sub></details>||
+|Ford|Bronco Sport 2021-23|Co-Pilot360 Assist+|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 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Bronco Sport 2021-23">Buy Here</a></sub></details>||
+|Ford|Escape 2020-22|Co-Pilot360 Assist+|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 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Escape 2020-22">Buy Here</a></sub></details>||
+|Ford|Escape Hybrid 2020-22|Co-Pilot360 Assist+|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 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Escape Hybrid 2020-22">Buy Here</a></sub></details>||
+|Ford|Escape Plug-in Hybrid 2020-22|Co-Pilot360 Assist+|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 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Escape Plug-in Hybrid 2020-22">Buy Here</a></sub></details>||
+|Ford|Explorer 2020-23|Co-Pilot360 Assist+|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 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Explorer 2020-23">Buy Here</a></sub></details>||
+|Ford|Explorer Hybrid 2020-23|Co-Pilot360 Assist+|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 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Explorer Hybrid 2020-23">Buy Here</a></sub></details>||
+|Ford|Focus 2018[<sup>3</sup>](#footnotes)|Adaptive Cruise Control with Lane Centering|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 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Focus 2018">Buy Here</a></sub></details>||
+|Ford|Focus Hybrid 2018[<sup>3</sup>](#footnotes)|Adaptive Cruise Control with Lane Centering|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 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Focus Hybrid 2018">Buy Here</a></sub></details>||
+|Ford|Kuga 2020-22|Adaptive Cruise Control with Lane Centering|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 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Kuga 2020-22">Buy Here</a></sub></details>||
+|Ford|Kuga Hybrid 2020-22|Adaptive Cruise Control with Lane Centering|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 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Kuga Hybrid 2020-22">Buy Here</a></sub></details>||
+|Ford|Kuga Plug-in Hybrid 2020-22|Adaptive Cruise Control with Lane Centering|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 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Kuga Plug-in Hybrid 2020-22">Buy Here</a></sub></details>||
+|Ford|Maverick 2022|LARIAT Luxury|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 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Maverick 2022">Buy Here</a></sub></details>||
+|Ford|Maverick 2023-24|Co-Pilot360 Assist|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 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Maverick 2023-24">Buy Here</a></sub></details>||
+|Ford|Maverick Hybrid 2022|LARIAT Luxury|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 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Maverick Hybrid 2022">Buy Here</a></sub></details>||
+|Ford|Maverick Hybrid 2023-24|Co-Pilot360 Assist|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 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Maverick Hybrid 2023-24">Buy Here</a></sub></details>||
+|Genesis|G70 2018|All|Stock|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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G70 2018">Buy Here</a></sub></details>||
+|Genesis|G70 2019-21|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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G70 2019-21">Buy Here</a></sub></details>||
+|Genesis|G70 2022-23|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 L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G70 2022-23">Buy Here</a></sub></details>||
+|Genesis|G80 2017|All|Stock|19 mph|37 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai J connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G80 2017">Buy Here</a></sub></details>||
+|Genesis|G80 2018-19|All|Stock|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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G80 2018-19">Buy Here</a></sub></details>||
+|Genesis|G90 2017-20|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 C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G90 2017-20">Buy Here</a></sub></details>||
+|Genesis|GV60 (Advanced Trim) 2023[<sup>5</sup>](#footnotes)|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 A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=GV60 (Advanced Trim) 2023">Buy Here</a></sub></details>||
+|Genesis|GV60 (Performance Trim) 2023[<sup>5</sup>](#footnotes)|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 K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=GV60 (Performance Trim) 2023">Buy Here</a></sub></details>||
+|Genesis|GV70 (2.5T Trim) 2022-23[<sup>5</sup>](#footnotes)|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=GV70 (2.5T Trim) 2022-23">Buy Here</a></sub></details>||
+|Genesis|GV70 (3.5T Trim) 2022-23[<sup>5</sup>](#footnotes)|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai M connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=GV70 (3.5T Trim) 2022-23">Buy Here</a></sub></details>||
+|Genesis|GV80 2023[<sup>5</sup>](#footnotes)|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai M connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=GV80 2023">Buy Here</a></sub></details>||
+|GMC|Sierra 1500 2020-21|Driver Alert Package II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=GMC&model=Sierra 1500 2020-21">Buy Here</a></sub></details>|<a href="https://youtu.be/5HbNoBLzRwE" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Honda|Accord 2018-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Accord 2018-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=mrUwlj3Mi58" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Honda|Accord Hybrid 2018-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Accord Hybrid 2018-22">Buy Here</a></sub></details>||
+|Honda|Civic 2016-18|Honda Sensing|openpilot|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Civic 2016-18">Buy Here</a></sub></details>|<a href="https://youtu.be/-IkImTe1NYE" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Honda|Civic 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|2 mph[<sup>4</sup>](#footnotes)|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Civic 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=4Iz1Mz5LGF8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Honda|Civic 2022-23|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 Honda Bosch B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Civic 2022-23">Buy Here</a></sub></details>|<a href="https://youtu.be/ytiOT5lcp6Q" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Honda|Civic Hatchback 2017-21|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Civic Hatchback 2017-21">Buy Here</a></sub></details>||
+|Honda|Civic Hatchback 2022-23|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 Honda Bosch B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Civic Hatchback 2022-23">Buy Here</a></sub></details>|<a href="https://youtu.be/ytiOT5lcp6Q" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Honda|CR-V 2015-16|Touring Trim|openpilot|25 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=CR-V 2015-16">Buy Here</a></sub></details>||
+|Honda|CR-V 2017-22|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=CR-V 2017-22">Buy Here</a></sub></details>||
+|Honda|CR-V Hybrid 2017-21|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=CR-V Hybrid 2017-21">Buy Here</a></sub></details>||
+|Honda|e 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=e 2020">Buy Here</a></sub></details>||
+|Honda|Fit 2018-20|Honda Sensing|openpilot|25 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Fit 2018-20">Buy Here</a></sub></details>||
+|Honda|Freed 2020|Honda Sensing|openpilot|25 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Freed 2020">Buy Here</a></sub></details>||
+|Honda|HR-V 2019-22|Honda Sensing|openpilot|25 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=HR-V 2019-22">Buy Here</a></sub></details>||
+|Honda|HR-V 2023|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 Honda Bosch B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=HR-V 2023">Buy Here</a></sub></details>||
+|Honda|Insight 2019-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Insight 2019-22">Buy Here</a></sub></details>||
+|Honda|Inspire 2018|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Inspire 2018">Buy Here</a></sub></details>||
+|Honda|Odyssey 2018-20|Honda Sensing|openpilot|25 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Odyssey 2018-20">Buy Here</a></sub></details>||
+|Honda|Passport 2019-23|All|openpilot|25 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Passport 2019-23">Buy Here</a></sub></details>||
+|Honda|Pilot 2016-22|Honda Sensing|openpilot|25 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Pilot 2016-22">Buy Here</a></sub></details>||
+|Honda|Ridgeline 2017-24|Honda Sensing|openpilot|25 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Ridgeline 2017-24">Buy Here</a></sub></details>||
+|Hyundai|Azera 2022|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 K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Azera 2022">Buy Here</a></sub></details>||
+|Hyundai|Azera Hybrid 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 C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Azera Hybrid 2019">Buy Here</a></sub></details>||
+|Hyundai|Azera Hybrid 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 K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Azera Hybrid 2020">Buy Here</a></sub></details>||
+|Hyundai|Custin 2023|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 K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Custin 2023">Buy Here</a></sub></details>||
+|Hyundai|Elantra 2017-18|Smart Cruise Control (SCC)|Stock|19 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Elantra 2017-18">Buy Here</a></sub></details>||
+|Hyundai|Elantra 2019|Smart Cruise Control (SCC)|Stock|19 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Elantra 2019">Buy Here</a></sub></details>||
+|Hyundai|Elantra 2021-23|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 K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Elantra 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/_EdYQtV52-c" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Hyundai|Elantra GT 2017-19|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Elantra GT 2017-19">Buy Here</a></sub></details>||
+|Hyundai|Elantra Hybrid 2021-23|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 K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Elantra Hybrid 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/_EdYQtV52-c" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Hyundai|Genesis 2015-16|Smart Cruise Control (SCC)|Stock|19 mph|37 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai J connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Genesis 2015-16">Buy Here</a></sub></details>||
+|Hyundai|i30 2017-19|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=i30 2017-19">Buy Here</a></sub></details>||
+|Hyundai|Ioniq 5 (Southeast Asia only) 2022-23[<sup>5</sup>](#footnotes)|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 Q connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq 5 (Southeast Asia only) 2022-23">Buy Here</a></sub></details>||
+|Hyundai|Ioniq 5 (with HDA II) 2022-23[<sup>5</sup>](#footnotes)|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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq 5 (with HDA II) 2022-23">Buy Here</a></sub></details>||
+|Hyundai|Ioniq 5 (without HDA II) 2022-23[<sup>5</sup>](#footnotes)|Highway Driving Assist|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 K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq 5 (without HDA II) 2022-23">Buy Here</a></sub></details>||
+|Hyundai|Ioniq 6 (with HDA II) 2023-24[<sup>5</sup>](#footnotes)|Highway Driving Assist II|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai P connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq 6 (with HDA II) 2023-24">Buy Here</a></sub></details>||
+|Hyundai|Ioniq Electric 2019|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq Electric 2019">Buy Here</a></sub></details>||
+|Hyundai|Ioniq Electric 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 H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq Electric 2020">Buy Here</a></sub></details>||
+|Hyundai|Ioniq Hybrid 2017-19|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq Hybrid 2017-19">Buy Here</a></sub></details>||
+|Hyundai|Ioniq Hybrid 2020-22|Smart Cruise Control (SCC)|Stock|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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq Hybrid 2020-22">Buy Here</a></sub></details>||
+|Hyundai|Ioniq Plug-in Hybrid 2019|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq Plug-in Hybrid 2019">Buy Here</a></sub></details>||
+|Hyundai|Ioniq Plug-in Hybrid 2020-22|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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq Plug-in Hybrid 2020-22">Buy Here</a></sub></details>||
+|Hyundai|Kona 2020|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|6 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Kona 2020">Buy Here</a></sub></details>||
+|Hyundai|Kona Electric 2018-21|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 G connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Kona Electric 2018-21">Buy Here</a></sub></details>||
+|Hyundai|Kona Electric 2022-23|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai O connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Kona Electric 2022-23">Buy Here</a></sub></details>||
+|Hyundai|Kona Electric (with HDA II, Korea only) 2023[<sup>5</sup>](#footnotes)|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai R connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Kona Electric (with HDA II, Korea only) 2023">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=U2fOCmcQ8hw" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Hyundai|Kona Hybrid 2020|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 I connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Kona Hybrid 2020">Buy Here</a></sub></details>||
+|Hyundai|Palisade 2020-22|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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Palisade 2020-22">Buy Here</a></sub></details>|<a href="https://youtu.be/TAnDqjF4fDY?t=456" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Hyundai|Santa Cruz 2022-24[<sup>5</sup>](#footnotes)|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 N connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Santa Cruz 2022-24">Buy Here</a></sub></details>||
+|Hyundai|Santa Fe 2019-20|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 D connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Santa Fe 2019-20">Buy Here</a></sub></details>|<a href="https://youtu.be/bjDR0YjM__s" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Hyundai|Santa Fe 2021-23|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 L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Santa Fe 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/VnHzSTygTS4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Hyundai|Santa Fe Hybrid 2022-23|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 L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Santa Fe Hybrid 2022-23">Buy Here</a></sub></details>||
+|Hyundai|Santa Fe Plug-in Hybrid 2022-23|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 L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Santa Fe Plug-in Hybrid 2022-23">Buy Here</a></sub></details>||
+|Hyundai|Sonata 2018-19|Smart Cruise Control (SCC)|Stock|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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Sonata 2018-19">Buy Here</a></sub></details>||
+|Hyundai|Sonata 2020-23|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 A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Sonata 2020-23">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=ix63r9kE3Fw" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Hyundai|Sonata Hybrid 2020-23|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 A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Sonata Hybrid 2020-23">Buy Here</a></sub></details>||
+|Hyundai|Staria 2023[<sup>5</sup>](#footnotes)|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 K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Staria 2023">Buy Here</a></sub></details>||
+|Hyundai|Tucson 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Tucson 2021">Buy Here</a></sub></details>||
+|Hyundai|Tucson 2022[<sup>5</sup>](#footnotes)|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 N connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Tucson 2022">Buy Here</a></sub></details>||
+|Hyundai|Tucson 2023-24[<sup>5</sup>](#footnotes)|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 N connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Tucson 2023-24">Buy Here</a></sub></details>||
+|Hyundai|Tucson Diesel 2019|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 L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Tucson Diesel 2019">Buy Here</a></sub></details>||
+|Hyundai|Tucson Hybrid 2022-24[<sup>5</sup>](#footnotes)|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 N connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Tucson Hybrid 2022-24">Buy Here</a></sub></details>||
+|Hyundai|Tucson Plug-in Hybrid 2024[<sup>5</sup>](#footnotes)|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 N connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Tucson Plug-in Hybrid 2024">Buy Here</a></sub></details>||
+|Hyundai|Veloster 2019-20|Smart Cruise Control (SCC)|Stock|5 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Veloster 2019-20">Buy Here</a></sub></details>||
+|Jeep|Grand Cherokee 2016-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Jeep&model=Grand Cherokee 2016-18">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=eLR9o2JkuRk" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Jeep|Grand Cherokee 2019-21|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Jeep&model=Grand Cherokee 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=jBe4lWnRSu4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Kia|Carnival 2022-24[<sup>5</sup>](#footnotes)|Smart Cruise Control (SCC)|Stock|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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Carnival 2022-24">Buy Here</a></sub></details>||
+|Kia|Carnival (China only) 2023[<sup>5</sup>](#footnotes)|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Carnival (China only) 2023">Buy Here</a></sub></details>||
+|Kia|Ceed 2019|Smart Cruise Control (SCC)|Stock|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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Ceed 2019">Buy Here</a></sub></details>||
+|Kia|EV6 (Southeast Asia only) 2022-24[<sup>5</sup>](#footnotes)|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 P connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=EV6 (Southeast Asia only) 2022-24">Buy Here</a></sub></details>||
+|Kia|EV6 (with HDA II) 2022-24[<sup>5</sup>](#footnotes)|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 P connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=EV6 (with HDA II) 2022-24">Buy Here</a></sub></details>||
+|Kia|EV6 (without HDA II) 2022-24[<sup>5</sup>](#footnotes)|Highway Driving Assist|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 L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=EV6 (without HDA II) 2022-24">Buy Here</a></sub></details>||
+|Kia|Forte 2019-21|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|6 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Forte 2019-21">Buy Here</a></sub></details>||
+|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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=K5 Hybrid 2020-22">Buy Here</a></sub></details>||
+|Kia|K8 Hybrid (with HDA II) 2023[<sup>5</sup>](#footnotes)|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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=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>|
+|Kia|Niro EV 2021|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 C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro EV 2021">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 2022|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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro EV 2022">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 2023[<sup>5</sup>](#footnotes)|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 A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro EV 2023">Buy Here</a></sub></details>||
+|Kia|Niro Hybrid 2018|All|Stock|10 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Hybrid 2018">Buy Here</a></sub></details>||
+|Kia|Niro Hybrid 2021|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 D connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Hybrid 2021">Buy Here</a></sub></details>||
+|Kia|Niro Hybrid 2022|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 F connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Hybrid 2022">Buy Here</a></sub></details>||
+|Kia|Niro Hybrid 2023[<sup>5</sup>](#footnotes)|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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Hybrid 2023">Buy Here</a></sub></details>||
+|Kia|Niro Plug-in Hybrid 2018-19|All|Stock|10 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Plug-in Hybrid 2018-19">Buy Here</a></sub></details>||
+|Kia|Niro Plug-in Hybrid 2020|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Plug-in Hybrid 2020">Buy Here</a></sub></details>||
+|Kia|Niro Plug-in Hybrid 2021|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 D connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Plug-in Hybrid 2021">Buy Here</a></sub></details>||
+|Kia|Niro Plug-in Hybrid 2022|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 F connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Plug-in Hybrid 2022">Buy Here</a></sub></details>||
+|Kia|Optima 2017|Advanced Smart Cruise Control|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Optima 2017">Buy Here</a></sub></details>||
+|Kia|Optima 2019-20|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Optima 2019-20">Buy Here</a></sub></details>||
+|Kia|Optima Hybrid 2019|Smart Cruise Control (SCC)|Stock|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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Optima Hybrid 2019">Buy Here</a></sub></details>||
+|Kia|Seltos 2021|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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Seltos 2021">Buy Here</a></sub></details>||
+|Kia|Sorento 2018|Advanced Smart Cruise Control & LKAS|Stock|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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sorento 2018">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Fkh3s6WHJz8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Kia|Sorento 2019|Smart Cruise Control (SCC)|Stock|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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sorento 2019">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Fkh3s6WHJz8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Kia|Sorento 2021-23[<sup>5</sup>](#footnotes)|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sorento 2021-23">Buy Here</a></sub></details>||
+|Kia|Sorento Hybrid 2021-23[<sup>5</sup>](#footnotes)|All|Stock|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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sorento Hybrid 2021-23">Buy Here</a></sub></details>||
+|Kia|Sorento Plug-in Hybrid 2022-23[<sup>5</sup>](#footnotes)|All|Stock|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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sorento Plug-in Hybrid 2022-23">Buy Here</a></sub></details>||
+|Kia|Sportage 2023-24[<sup>5</sup>](#footnotes)|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 N connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sportage 2023-24">Buy Here</a></sub></details>||
+|Kia|Sportage Hybrid 2023[<sup>5</sup>](#footnotes)|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 N connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sportage Hybrid 2023">Buy Here</a></sub></details>||
+|Kia|Stinger 2018-20|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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Stinger 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=MJ94qoofYw0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Kia|Stinger 2022-23|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 K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Stinger 2022-23">Buy Here</a></sub></details>||
+|Kia|Telluride 2020-22|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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Telluride 2020-22">Buy Here</a></sub></details>||
+|Lexus|CT Hybrid 2017-18|Lexus Safety System+|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=CT Hybrid 2017-18">Buy Here</a></sub></details>||
+|Lexus|ES 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=ES 2017-18">Buy Here</a></sub></details>||
+|Lexus|ES 2019-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=ES 2019-24">Buy Here</a></sub></details>||
+|Lexus|ES Hybrid 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=ES Hybrid 2017-18">Buy Here</a></sub></details>||
+|Lexus|ES Hybrid 2019-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=ES Hybrid 2019-24">Buy Here</a></sub></details>|<a href="https://youtu.be/BZ29osRVJeg?t=12" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Lexus|GS F 2016|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=GS F 2016">Buy Here</a></sub></details>||
+|Lexus|IS 2017-19|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=IS 2017-19">Buy Here</a></sub></details>||
+|Lexus|IS 2022-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=IS 2022-23">Buy Here</a></sub></details>||
+|Lexus|LC 2024|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=LC 2024">Buy Here</a></sub></details>||
+|Lexus|NX 2018-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=NX 2018-19">Buy Here</a></sub></details>||
+|Lexus|NX 2020-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=NX 2020-21">Buy Here</a></sub></details>||
+|Lexus|NX Hybrid 2018-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=NX Hybrid 2018-19">Buy Here</a></sub></details>||
+|Lexus|NX Hybrid 2020-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=NX Hybrid 2020-21">Buy Here</a></sub></details>||
+|Lexus|RC 2018-20|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RC 2018-20">Buy Here</a></sub></details>||
+|Lexus|RX 2016|Lexus Safety System+|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RX 2016">Buy Here</a></sub></details>||
+|Lexus|RX 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RX 2017-19">Buy Here</a></sub></details>||
+|Lexus|RX 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RX 2020-22">Buy Here</a></sub></details>||
+|Lexus|RX Hybrid 2016|Lexus Safety System+|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RX Hybrid 2016">Buy Here</a></sub></details>||
+|Lexus|RX Hybrid 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RX Hybrid 2017-19">Buy Here</a></sub></details>||
+|Lexus|RX Hybrid 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RX Hybrid 2020-22">Buy Here</a></sub></details>||
+|Lexus|UX Hybrid 2019-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=UX Hybrid 2019-23">Buy Here</a></sub></details>||
+|Lincoln|Aviator 2020-23|Co-Pilot360 Plus|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 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lincoln&model=Aviator 2020-23">Buy Here</a></sub></details>||
+|Lincoln|Aviator Plug-in Hybrid 2020-23|Co-Pilot360 Plus|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 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lincoln&model=Aviator Plug-in Hybrid 2020-23">Buy Here</a></sub></details>||
+|MAN|eTGE 2020-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=MAN&model=eTGE 2020-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|MAN|TGE 2017-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=MAN&model=TGE 2017-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Mazda|CX-5 2022-24|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Mazda connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Mazda&model=CX-5 2022-24">Buy Here</a></sub></details>||
+|Mazda|CX-9 2021-23|All|Stock|0 mph|28 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Mazda connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Mazda&model=CX-9 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/dA3duO4a0O4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Nissan|Altima 2019-20|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Nissan&model=Altima 2019-20">Buy Here</a></sub></details>||
+|Nissan|Leaf 2018-23|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Nissan&model=Leaf 2018-23">Buy Here</a></sub></details>|<a href="https://youtu.be/vaMbtAh_0cY" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Nissan|Rogue 2018-20|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Nissan&model=Rogue 2018-20">Buy Here</a></sub></details>||
+|Nissan|X-Trail 2017|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Nissan&model=X-Trail 2017">Buy Here</a></sub></details>||
+|Ram|1500 2019-24|Adaptive Cruise Control (ACC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Ram connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ram&model=1500 2019-24">Buy Here</a></sub></details>||
+|SEAT|Ateca 2016-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=SEAT&model=Ateca 2016-23">Buy Here</a></sub></details>||
+|SEAT|Leon 2014-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=SEAT&model=Leon 2014-20">Buy Here</a></sub></details>||
+|Subaru|Ascent 2019-21|All[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Ascent 2019-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
+|Subaru|Crosstrek 2018-19|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Crosstrek 2018-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|<a href="https://youtu.be/Agww7oE1k-s?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Subaru|Crosstrek 2020-23|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Crosstrek 2020-23">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
+|Subaru|Forester 2019-21|All[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Forester 2019-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
+|Subaru|Impreza 2017-19|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Impreza 2017-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
+|Subaru|Impreza 2020-22|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Impreza 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
+|Subaru|Legacy 2020-22|All[<sup>6</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru B connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Legacy 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
+|Subaru|Outback 2020-22|All[<sup>6</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru B connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Outback 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
+|Subaru|XV 2018-19|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=XV 2018-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|<a href="https://youtu.be/Agww7oE1k-s?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Subaru|XV 2020-21|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=XV 2020-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
+|Škoda|Fabia 2022-23[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Fabia 2022-23">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
+|Škoda|Kamiq 2021-23[<sup>9,11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Kamiq 2021-23">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
+|Škoda|Karoq 2019-23[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Karoq 2019-23">Buy Here</a></sub></details>||
+|Škoda|Kodiaq 2017-23[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Kodiaq 2017-23">Buy Here</a></sub></details>||
+|Škoda|Octavia 2015-19[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Octavia 2015-19">Buy Here</a></sub></details>||
+|Škoda|Octavia RS 2016[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Octavia RS 2016">Buy Here</a></sub></details>||
+|Škoda|Octavia Scout 2017-19[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Octavia Scout 2017-19">Buy Here</a></sub></details>||
+|Škoda|Scala 2020-23[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Scala 2020-23">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
+|Škoda|Superb 2015-22[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Superb 2015-22">Buy Here</a></sub></details>||
+|Toyota|Alphard 2019-20|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Alphard 2019-20">Buy Here</a></sub></details>||
+|Toyota|Alphard Hybrid 2021|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Alphard Hybrid 2021">Buy Here</a></sub></details>||
+|Toyota|Avalon 2016|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Avalon 2016">Buy Here</a></sub></details>||
+|Toyota|Avalon 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Avalon 2017-18">Buy Here</a></sub></details>||
+|Toyota|Avalon 2019-21|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Avalon 2019-21">Buy Here</a></sub></details>||
+|Toyota|Avalon 2022|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Avalon 2022">Buy Here</a></sub></details>||
+|Toyota|Avalon Hybrid 2019-21|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Avalon Hybrid 2019-21">Buy Here</a></sub></details>||
+|Toyota|Avalon Hybrid 2022|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Avalon Hybrid 2022">Buy Here</a></sub></details>||
+|Toyota|C-HR 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=C-HR 2017-20">Buy Here</a></sub></details>||
+|Toyota|C-HR 2021|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 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=C-HR 2021">Buy Here</a></sub></details>||
+|Toyota|C-HR Hybrid 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=C-HR Hybrid 2017-20">Buy Here</a></sub></details>||
+|Toyota|C-HR Hybrid 2021-22|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 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=C-HR Hybrid 2021-22">Buy Here</a></sub></details>||
+|Toyota|Camry 2018-20|All|Stock|0 mph[<sup>8</sup>](#footnotes)|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Camry 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=fkcjviZY9CM" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Camry 2021-24|All|openpilot|0 mph[<sup>8</sup>](#footnotes)|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Camry 2021-24">Buy Here</a></sub></details>||
+|Toyota|Camry Hybrid 2018-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Camry Hybrid 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Q2DYY0AWKgk" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Camry Hybrid 2021-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Camry Hybrid 2021-24">Buy Here</a></sub></details>||
+|Toyota|Corolla 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla 2017-19">Buy Here</a></sub></details>||
+|Toyota|Corolla 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla 2020-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=_66pXk0CBYA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Corolla Cross (Non-US only) 2020-23|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla Cross (Non-US only) 2020-23">Buy Here</a></sub></details>||
+|Toyota|Corolla Cross Hybrid (Non-US only) 2020-22|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla Cross Hybrid (Non-US only) 2020-22">Buy Here</a></sub></details>||
+|Toyota|Corolla Hatchback 2019-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla Hatchback 2019-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=_66pXk0CBYA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Corolla Hybrid 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla Hybrid 2020-22">Buy Here</a></sub></details>||
+|Toyota|Corolla Hybrid (South America only) 2020-23|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla Hybrid (South America only) 2020-23">Buy Here</a></sub></details>||
+|Toyota|Highlander 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Highlander 2017-19">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=0wS0wXSLzoo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Highlander 2020-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Highlander 2020-23">Buy Here</a></sub></details>||
+|Toyota|Highlander Hybrid 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Highlander Hybrid 2017-19">Buy Here</a></sub></details>||
+|Toyota|Highlander Hybrid 2020-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Highlander Hybrid 2020-23">Buy Here</a></sub></details>||
+|Toyota|Mirai 2021|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Mirai 2021">Buy Here</a></sub></details>||
+|Toyota|Prius 2016|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Prius 2016">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Prius 2017-20|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Prius 2017-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Prius 2021-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Prius 2021-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=J58TvCpUd4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Prius Prime 2017-20|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Prius Prime 2017-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Prius Prime 2021-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Prius Prime 2021-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=J58TvCpUd4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Prius v 2017|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Prius v 2017">Buy Here</a></sub></details>||
+|Toyota|RAV4 2016|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 2016">Buy Here</a></sub></details>||
+|Toyota|RAV4 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 2017-18">Buy Here</a></sub></details>||
+|Toyota|RAV4 2019-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=wJxjDd42gGA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|RAV4 2022|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 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 2022">Buy Here</a></sub></details>||
+|Toyota|RAV4 2023-24|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 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 2023-24">Buy Here</a></sub></details>||
+|Toyota|RAV4 Hybrid 2016|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 Hybrid 2016">Buy Here</a></sub></details>|<a href="https://youtu.be/LhT5VzJVfNI?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|RAV4 Hybrid 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 Hybrid 2017-18">Buy Here</a></sub></details>|<a href="https://youtu.be/LhT5VzJVfNI?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|RAV4 Hybrid 2019-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 Hybrid 2019-21">Buy Here</a></sub></details>||
+|Toyota|RAV4 Hybrid 2022|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 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 Hybrid 2022">Buy Here</a></sub></details>|<a href="https://youtu.be/U0nH9cnrFB0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|RAV4 Hybrid 2023-24|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 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 Hybrid 2023-24">Buy Here</a></sub></details>||
+|Toyota|Sienna 2018-20|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Sienna 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=q1UPOo4Sh68" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Volkswagen|Arteon 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Arteon 2018-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Volkswagen|Arteon eHybrid 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Arteon eHybrid 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Volkswagen|Arteon R 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Arteon R 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Volkswagen|Arteon Shooting Brake 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Arteon Shooting Brake 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Volkswagen|Atlas 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Atlas 2018-23">Buy Here</a></sub></details>||
+|Volkswagen|Atlas Cross Sport 2020-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Atlas Cross Sport 2020-22">Buy Here</a></sub></details>||
+|Volkswagen|California 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=California 2021-23">Buy Here</a></sub></details>||
+|Volkswagen|Caravelle 2020|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Caravelle 2020">Buy Here</a></sub></details>||
+|Volkswagen|CC 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=CC 2018-22">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Volkswagen|Crafter 2017-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Crafter 2017-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Volkswagen|e-Crafter 2018-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=e-Crafter 2018-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Volkswagen|e-Golf 2014-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=e-Golf 2014-20">Buy Here</a></sub></details>||
+|Volkswagen|Golf 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf 2015-20">Buy Here</a></sub></details>||
+|Volkswagen|Golf Alltrack 2015-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf Alltrack 2015-19">Buy Here</a></sub></details>||
+|Volkswagen|Golf GTD 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf GTD 2015-20">Buy Here</a></sub></details>||
+|Volkswagen|Golf GTE 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf GTE 2015-20">Buy Here</a></sub></details>||
+|Volkswagen|Golf GTI 2015-21|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf GTI 2015-21">Buy Here</a></sub></details>||
+|Volkswagen|Golf R 2015-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf R 2015-19">Buy Here</a></sub></details>||
+|Volkswagen|Golf SportsVan 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf SportsVan 2015-20">Buy Here</a></sub></details>||
+|Volkswagen|Grand California 2019-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Grand California 2019-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Volkswagen|Jetta 2018-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Jetta 2018-24">Buy Here</a></sub></details>||
+|Volkswagen|Jetta GLI 2021-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Jetta GLI 2021-24">Buy Here</a></sub></details>||
+|Volkswagen|Passat 2015-22[<sup>10</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Passat 2015-22">Buy Here</a></sub></details>||
+|Volkswagen|Passat Alltrack 2015-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Passat Alltrack 2015-22">Buy Here</a></sub></details>||
+|Volkswagen|Passat GTE 2015-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Passat GTE 2015-22">Buy Here</a></sub></details>||
+|Volkswagen|Polo 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Polo 2018-23">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
+|Volkswagen|Polo GTI 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Polo GTI 2018-23">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
+|Volkswagen|T-Cross 2021|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=T-Cross 2021">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
+|Volkswagen|T-Roc 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=T-Roc 2018-23">Buy Here</a></sub></details>||
+|Volkswagen|Taos 2022-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Taos 2022-23">Buy Here</a></sub></details>||
+|Volkswagen|Teramont 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Teramont 2018-22">Buy Here</a></sub></details>||
+|Volkswagen|Teramont Cross Sport 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Teramont Cross Sport 2021-22">Buy Here</a></sub></details>||
+|Volkswagen|Teramont X 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Teramont X 2021-22">Buy Here</a></sub></details>||
+|Volkswagen|Tiguan 2018-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Tiguan 2018-24">Buy Here</a></sub></details>||
+|Volkswagen|Tiguan eHybrid 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Tiguan eHybrid 2021-23">Buy Here</a></sub></details>||
+|Volkswagen|Touran 2016-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=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 `master-ci`. <br />
+<sup>2</sup>By default, this car will use the stock Adaptive Cruise Control (ACC) for longitudinal control. If the Driver Support Unit (DSU) is disconnected, openpilot ACC will replace stock ACC. <b><i>NOTE: disconnecting the DSU disables Automatic Emergency Braking (AEB).</i></b> <br />
+<sup>3</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>4</sup>2019 Honda Civic 1.6L Diesel Sedan does not have ALC below 12mph. <br />
+<sup>5</sup>Requires a <a href="https://comma.ai/shop/can-fd-panda-kit" target="_blank">CAN FD panda kit</a> if not using comma 3X for this <a href="https://en.wikipedia.org/wiki/CAN_FD" target="_blank">CAN FD car</a>. <br />
+<sup>6</sup>In the non-US market, openpilot requires the car to come equipped with EyeSight with Lane Keep Assistance. <br />
+<sup>7</sup>Enabling longitudinal control (alpha) will disable all EyeSight functionality, including AEB, LDW, and RAB. <br />
+<sup>8</sup>openpilot operates above 28mph for Camry 4CYL L, 4CYL LE and 4CYL SE which don't have Full-Speed Range Dynamic Radar Cruise Control. <br />
+<sup>9</sup>Not including the China market Kamiq, which is based on the (currently) unsupported PQ34 platform. <br />
+<sup>10</sup>Refers only to the MQB-based European B8 Passat, not the NMS Passat in the USA/China/Mideast markets. <br />
+<sup>11</sup>Some Škoda vehicles are equipped with heated windshields, which are known to block GPS signal needed for some comma 3X functionality. <br />
+<sup>12</sup>Only available for vehicles using a gateway (J533) harness. At this time, vehicles using a camera harness are limited to using stock ACC. <br />
+<sup>13</sup>Model-years 2022 and beyond may have a combined CAN gateway and BCM, which is supported by openpilot in software, but doesn't yet have a harness available from the comma store. <br />
+
+## Community Maintained Cars
+Although they're not upstream, the community has openpilot running on other makes and models. See the 'Community Supported Models' section of each make [on our wiki](https://wiki.comma.ai/).
+
+# Don't see your car here?
+
+**openpilot can support many more cars than it currently does.** There are a few reasons your car may not be supported.
+If your car doesn't fit into any of the incompatibility criteria here, then there's a good chance it can be supported! We're adding support for new cars all the time. **We don't have a roadmap for car support**, and in fact, most car support comes from users like you!
+
+### Which cars are able to be supported?
+
+openpilot uses the existing steering, gas, and brake interfaces in your car. If your car lacks any one of these interfaces, openpilot will not be able to control the car. If your car has [ACC](https://en.wikipedia.org/wiki/Adaptive_cruise_control) and any form of [LKAS](https://en.wikipedia.org/wiki/Automated_Lane_Keeping_Systems)/[LCA](https://en.wikipedia.org/wiki/Lane_centering), then it almost certainly has these interfaces. These features generally started shipping on cars around 2016. Note that manufacturers will often make their own [marketing terms](https://en.wikipedia.org/wiki/Adaptive_cruise_control#Vehicle_models_supporting_adaptive_cruise_control) for these features, such as Hyundai's "Smart Cruise Control" branding of Adaptive Cruise Control.
+
+If your car has the following packages or features, then it's a good candidate for support.
+
+| Make | Required Package/Features |
+| ---- | ------------------------- |
+| Acura | Any car with AcuraWatch Plus will work. AcuraWatch Plus comes standard on many newer models. |
+| Ford | Any car with Lane Centering will likely work. |
+| Honda | Any car with Honda Sensing will work. Honda Sensing comes standard on many newer models. |
+| Subaru | Any car with EyeSight will work. EyeSight comes standard on many newer models. |
+| Nissan | Any car with ProPILOT will likely work. |
+| Toyota & Lexus | Any car that has Toyota/Lexus Safety Sense with "Lane Departure Alert with Steering Assist (LDA w/SA)" and/or "Lane Tracing Assist (LTA)" will work. Note that LDA without Steering Assist will not work. These features come standard on most newer models. |
+| Hyundai, Kia, & Genesis | Any car with Smart Cruise Control (SCC) and Lane Following Assist (LFA) or Lane Keeping Assist (LKAS) will work. LKAS/LFA comes standard on most newer models. Any form of SCC will work, such as NSCC. |
+| Chrysler, Jeep, & Ram | Any car with LaneSense and Adaptive Cruise Control will likely work. These come standard on many newer models. |
+
+### FlexRay
+
+All the cars that openpilot supports use a [CAN bus](https://en.wikipedia.org/wiki/CAN_bus) for communication between all the car's computers, however a CAN bus isn't the only way that the computers in your car can communicate. Most, if not all, vehicles from the following manufacturers use [FlexRay](https://en.wikipedia.org/wiki/FlexRay) instead of a CAN bus: **BMW, Mercedes, Audi, Land Rover, and some Volvo**. These cars may one day be supported, but we have no immediate plans to support FlexRay.
+
+### Toyota Security
+
+openpilot does not yet support these Toyota models due to a new message authentication method.
+[Vote](https://comma.ai/shop#toyota-security) if you'd like to see openpilot support on these models.
+
+* Toyota RAV4 Prime 2021+
+* Toyota Sienna 2021+
+* Toyota Venza 2021+
+* Toyota Sequoia 2023+
+* Toyota Tundra 2022+
+* Toyota Highlander 2024+
+* Toyota Corolla Cross 2022+ (only US model)
+* Toyota Camry 2025+
+* Lexus NX 2022+
+* Toyota bZ4x 2023+
+* Subaru Solterra 2023+

docs/CONTRIBUTING.md

@@ -0,0 +1,65 @@
+# How to contribute
+
+Our software is open source so you can solve your own problems without needing help from others. And if you solve a problem and are so kind, you can upstream it for the rest of the world to use. Check out our [post about externalization](https://blog.comma.ai/a-2020-theme-externalization/). Development activity is coordinated through our GitHub Issues, [GitHub Discussions](https://github.com/commaai/openpilot/discussions), and [Discord](https://discord.comma.ai).
+
+### Getting Started
+
+* Setup your [development environment](../tools/)
+* Read about the [development workflow](WORKFLOW.md)
+* Join our [Discord](https://discord.comma.ai)
+* Docs are at https://docs.comma.ai and https://blog.comma.ai
+
+## 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. 
+
+### 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. 
+
+All of these are examples of good PRs:
+* typo fix: https://github.com/commaai/openpilot/pull/30678
+* removing unused code: https://github.com/commaai/openpilot/pull/30573
+* simple car model port: https://github.com/commaai/openpilot/pull/30245
+* car brand port: https://github.com/commaai/openpilot/pull/23331
+
+### What doesn't get merged?
+
+* **arbitrary 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 changes**: 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.
+
+### First contribution
+
+Check out any [good first issue](https://github.com/commaai/openpilot/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22) to get started.
+
+### What do I need to contribute?
+
+A lot of openpilot work requires only a PC, and some requires a comma device.
+Most car-related contributions require access to that car, plus a comma device installed in the car.
+
+## Pull Requests
+
+Pull requests should be against the master branch. If you're unsure about a contribution, feel free to open a discussion, issue, or draft PR to discuss the problem you're trying to solve.
+
+A good pull request has all of the following:
+* a clearly stated purpose
+* every line changed directly contributes to the stated purpose
+* verification, i.e. how did you test your PR?
+* justification
+  * if you've optimized something, post benchmarks to prove it's better
+  * if you've improved your car's tuning, post before and after plots
+* passes the CI tests
+
+## Contributing without Code
+
+* Report bugs in GitHub issues.
+* Report driving issues in the `#driving-feedback` Discord channel.
+* Consider opting into driver camera uploads to improve the driver monitoring model.
+* Connect your device to Wi-Fi regularly, so that we can pull data for training better driving models.
+* Run the `nightly` branch and report issues. This branch is like `master` but it's built just like a release.
+* Annotate images in the [comma10k dataset](https://github.com/commaai/comma10k).

docs/INTEGRATION.md

@@ -0,0 +1,11 @@
+# Integration with Stock Features
+
+In all supported cars:
+* Stock Lane Keep Assist (LKA) and stock ALC are replaced by openpilot ALC, which only functions when openpilot is engaged by the user.
+* Stock LDW is replaced by openpilot LDW.
+
+Additionally, on specific supported cars (see ACC column in [supported cars](CARS.md)):
+* Stock ACC is replaced by openpilot ACC.
+* openpilot FCW operates in addition to stock FCW.
+
+openpilot should preserve all other vehicle's stock features, including, but not limited to: FCW, Automatic Emergency Braking (AEB), auto high-beam, blind spot warning, and side collision warning.

docs/LIMITATIONS.md

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+# Limitations
+## Limitations of openpilot ALC and LDW
+
+openpilot ALC and openpilot LDW do not automatically drive the vehicle or reduce the amount of attention that must be paid to operate your vehicle. The driver must always keep control of the steering wheel and be ready to correct the openpilot ALC action at all times.
+
+While changing lanes, openpilot is not capable of looking next to you or checking your blind spot. Only nudge the wheel to initiate a lane change after you have confirmed it's safe to do so.
+
+Many factors can impact the performance of openpilot ALC and openpilot LDW, causing them to be unable to function as intended. These include, but are not limited to:
+
+* Poor visibility (heavy rain, snow, fog, etc.) or weather conditions that may interfere with sensor operation.
+* The road facing camera is obstructed, covered or damaged by mud, ice, snow, etc.
+* Obstruction caused by applying excessive paint or adhesive products (such as wraps, stickers, rubber coating, etc.) onto the vehicle.
+* The device is mounted incorrectly.
+* When in sharp curves, like on-off ramps, intersections etc...; openpilot is designed to be limited in the amount of steering torque it can produce.
+* In the presence of restricted lanes or construction zones.
+* When driving on highly banked roads or in presence of strong cross-wind.
+* Extremely hot or cold temperatures.
+* Bright light (due to oncoming headlights, direct sunlight, etc.).
+* Driving on hills, narrow, or winding roads.
+
+The list above does not represent an exhaustive list of situations that may interfere with proper operation of openpilot components. It is the driver's responsibility to be in control of the vehicle at all times.
+
+## Limitations of openpilot ACC and FCW
+
+openpilot ACC and openpilot FCW are not systems that allow careless or inattentive driving. It is still necessary for the driver to pay close attention to the vehicle’s surroundings and to be ready to re-take control of the gas and the brake at all times.
+
+Many factors can impact the performance of openpilot ACC and openpilot FCW, causing them to be unable to function as intended. These include, but are not limited to:
+
+* Poor visibility (heavy rain, snow, fog, etc.) or weather conditions that may interfere with sensor operation.
+* The road facing camera or radar are obstructed, covered, or damaged by mud, ice, snow, etc.
+* Obstruction caused by applying excessive paint or adhesive products (such as wraps, stickers, rubber coating, etc.) onto the vehicle.
+* The device is mounted incorrectly.
+* Approaching a toll booth, a bridge or a large metal plate.
+* When driving on roads with pedestrians, cyclists, etc...
+* In presence of traffic signs or stop lights, which are not detected by openpilot at this time.
+* When the posted speed limit is below the user selected set speed. openpilot does not detect speed limits at this time.
+* In presence of vehicles in the same lane that are not moving.
+* When abrupt braking maneuvers are required. openpilot is designed to be limited in the amount of deceleration and acceleration that it can produce.
+* When surrounding vehicles perform close cut-ins from neighbor lanes.
+* Driving on hills, narrow, or winding roads.
+* Extremely hot or cold temperatures.
+* Bright light (due to oncoming headlights, direct sunlight, etc.).
+* Interference from other equipment that generates radar waves.
+
+The list above does not represent an exhaustive list of situations that may interfere with proper operation of openpilot components. It is the driver's responsibility to be in control of the vehicle at all times.
+
+## Limitations of openpilot DM
+
+openpilot DM should not be considered an exact measurement of the alertness of the driver.
+
+Many factors can impact the performance of openpilot DM, causing it to be unable to function as intended. These include, but are not limited to:
+
+* Low light conditions, such as driving at night or in dark tunnels.
+* Bright light (due to oncoming headlights, direct sunlight, etc.).
+* The driver's face is partially or completely outside field of view of the driver facing camera.
+* The driver facing camera is obstructed, covered, or damaged.
+
+The list above does not represent an exhaustive list of situations that may interfere with proper operation of openpilot components. A driver should not rely on openpilot DM to assess their level of attention.

docs/Makefile

@@ -0,0 +1,53 @@
+# Minimal makefile for Sphinx documentation
+#
+
+OPENPILOT_ROOT = `git rev-parse --show-toplevel`
+
+# You can set these variables from the command line, and also
+# from the environment for the first two.
+SPHINXOPTS    ?=
+SPHINXBUILD   ?= sphinx-build
+DOCSDIR       = "$(OPENPILOT_ROOT)/docs"
+SOURCEDIR     = "$(OPENPILOT_ROOT)/build/docs"
+DOCSBUILDDIR  = "$(OPENPILOT_ROOT)/build/docs"
+BUILDDIR      = "$(OPENPILOT_ROOT)/build"
+
+# Put it first so that "make" without argument is like "make help".
+help:
+	@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(DOCSBUILDDIR)" $(SPHINXOPTS) $(O)
+
+clean:
+	@echo "Cleaning build folder..."
+	rm -rf "$(BUILDDIR)"
+
+.PHONY: help Makefile
+
+# Catch-all target: route all unknown targets to Sphinx using the new
+# "make mode" option.  $(O) is meant as a shortcut for $(SPHINXOPTS).
+%: Makefile
+	@echo "Cleaning build folder..."
+	rm -rf "$(BUILDDIR)"
+	mkdir -p "$(DOCSBUILDDIR)"
+
+	@echo "Copying docs & config to build folder..."
+	cp -a "$(DOCSDIR)" "$(BUILDDIR)"
+	cd "$(OPENPILOT_ROOT)" && \
+		find . -type f \( -name "*.md" -o -name "*.rst" -o -name "*.png" -o -name "*.jpg" -o -name "*.svg" \) \
+			-not -path "*/.*" \
+			-not -path "./build/*" \
+			-not -path "./docs/*" \
+			-not -path "./xx/*" \
+			-exec cp --parents "{}" ./build/docs/ \;
+
+	@echo "Building rst files..."
+	sphinx-apidoc -o "$(DOCSBUILDDIR)" ../ \
+		../xx ../rednose_repo ../notebooks ../panda_jungle \
+		../third_party \
+		../panda/examples \
+		../scripts \
+		../selfdrive/modeld \
+		../selfdrive/debug \
+		$(shell find .. -type d -name "*test* -not -path "**.venv**" \")
+
+	@echo "Building html files..."
+	@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(DOCSBUILDDIR)" $(SPHINXOPTS) $(O)

docs/README.md

@@ -0,0 +1,3 @@
+# openpilot-docs
+
+These docs are autogenerated from [this folder](https://github.com/commaai/openpilot/tree/master/docs) in the main openpilot repository.

docs/SAFETY.md

@@ -0,0 +1,36 @@
+# Safety
+
+openpilot is an Adaptive Cruise Control (ACC) and Automated Lane Centering (ALC) system.
+Like other ACC and ALC systems, openpilot is a failsafe passive system and it requires the
+driver to be alert and to pay attention at all times.
+
+In order to enforce driver alertness, openpilot includes a driver monitoring feature
+that alerts the driver when distracted.
+
+However, even with an attentive driver, we must make further efforts for the system to be
+safe. We repeat, **driver alertness is necessary, but not sufficient, for openpilot to be
+used safely** and openpilot is provided with no warranty of fitness for any purpose.
+
+openpilot is developed in good faith to be compliant with FMVSS requirements and to follow
+industry standards of safety for Level 2 Driver Assistance Systems. In particular, we observe
+ISO26262 guidelines, including those from [pertinent documents](https://www.nhtsa.gov/sites/nhtsa.dot.gov/files/documents/13498a_812_573_alcsystemreport.pdf)
+released by NHTSA. In addition, we impose strict coding guidelines (like [MISRA C : 2012](https://www.misra.org.uk/what-is-misra/))
+on parts of openpilot that are safety relevant. We also perform software-in-the-loop,
+hardware-in-the-loop and in-vehicle tests before each software release.
+
+Following Hazard and Risk Analysis and FMEA, at a very high level, we have designed openpilot
+ensuring two main safety requirements.
+
+1. The driver must always be capable to immediately retake manual control of the vehicle,
+   by stepping on the brake pedal or by pressing the cancel button.
+2. The vehicle must not alter its trajectory too quickly for the driver to safely
+   react. This means that while the system is engaged, the actuators are constrained
+   to operate within reasonable limits[^1]. 
+
+For additional safety implementation details, refer to [panda safety model](https://github.com/commaai/panda#safety-model). For vehicle specific implementation of the safety concept, refer to [panda/board/safety/](https://github.com/commaai/panda/tree/master/board/safety).
+
+**Extra note**: comma.ai strongly discourages the use of openpilot forks with safety code either missing or
+  not fully meeting the above requirements.
+
+[^1]: For these actuator limits we observe ISO11270 and ISO15622. Lateral limits described there translate to 0.9 seconds of maximum actuation to achieve a 1m lateral deviation. 
+

docs/WORKFLOW.md

@@ -0,0 +1,42 @@
+# openpilot development workflow
+
+Aside from the ML models, most tools used for openpilot development are in this repo.
+
+Most development happens on normal Ubuntu workstations, and not in cars or directly on comma devices. See the [setup guide](../tools) for getting your PC setup for openpilot development.
+
+## Quick start
+
+```bash
+# get the latest stuff
+git pull
+git submodule update --init --recursive
+
+# update dependencies
+tools/ubuntu_setup.sh
+
+# build everything
+scons -j$(nproc)
+
+# build just the ui with either of these
+scons -j8 selfdrive/ui/
+cd selfdrive/ui/ && scons -u -j8
+
+# test everything
+pytest .
+
+# test just logging services
+cd system/loggerd && pytest .
+
+# run the linter
+pre-commit run --all
+```
+
+## Testing
+
+### Automated Testing
+
+All PRs and commits are automatically checked by GitHub Actions. Check out `.github/workflows/` for what GitHub Actions runs. Any new tests should be added to GitHub Actions.
+
+### Code Style and Linting
+
+Code is automatically checked for style by GitHub Actions as part of the automated tests. You can also run these tests yourself by running `pre-commit run --all`.