Refactor type annotations and return types in model_runner

Removed specific type hints and return annotations for `self.inputs` and `run_model` methods to enhance flexibility and maintain consistency. These changes streamline the code and improve compatibility with varying input/output types during model inference.
Refactor type hints for improved code consistency.
2026-06-11 04:45:45 +08:00 · 2024-12-29 18:04:05 +01:00 · 2024-12-29 17:59:50 +01:00 · 2024-12-29 17:51:30 +01:00 · 2024-12-29 17:50:58 +01:00 · 2024-12-29 17:48:00 +01:00
539 changed files with 5343 additions and 26186 deletions
--- a/.codespellignore
+++ b/.codespellignore
@@ -1,3 +0,0 @@
-Wen
-REGIST
-PullRequest
--- a/.github/PULL_REQUEST_TEMPLATE/bugfix.md
+++ b/.github/PULL_REQUEST_TEMPLATE/bugfix.md
@@ -0,0 +1,15 @@
+---
+name: Bug fix
+about: For openpilot bug fixes
+title: ''
+labels: 'bugfix'
+assignees: ''
+---
+
+**Description**
+
+<!-- A description of the bug and the fix. Also link the issue if it exists. -->
+
+**Verification**
+
+<!-- Explain how you tested this bug fix. -->
--- a/.github/PULL_REQUEST_TEMPLATE/car_bugfix.md
+++ b/.github/PULL_REQUEST_TEMPLATE/car_bugfix.md
@@ -0,0 +1,19 @@
+---
+name: Car Bug fix
+about: For vehicle/brand specific bug fixes
+title: ''
+labels: 'car bug fix'
+assignees: ''
+---
+
+**Description**
+
+<!-- A description of the bug and the fix. Also link the issue if it exists. -->
+
+**Verification**
+
+<!-- Explain how you tested this bug fix. -->
+
+**Route**
+
+Route: [a route with the bug fix]
--- a/.github/PULL_REQUEST_TEMPLATE/car_port.md
+++ b/.github/PULL_REQUEST_TEMPLATE/car_port.md
@@ -0,0 +1,15 @@
+---
+name: Car port
+about: For new car ports
+title: ''
+labels: 'car port'
+assignees: ''
+---
+
+**Checklist**
+
+- [ ] added entry to CAR in selfdrive/car/*/values.py and ran `selfdrive/car/docs.py` to generate new docs
+- [ ] test route added to [routes.py](https://github.com/commaai/openpilot/blob/master/selfdrive/car/tests/routes.py)
+- [ ] route with openpilot:
+- [ ] route with stock system:
+- [ ] car harness used (if comma doesn't sell it, put N/A):
--- a/.github/PULL_REQUEST_TEMPLATE/fingerprint.md
+++ b/.github/PULL_REQUEST_TEMPLATE/fingerprint.md
@@ -0,0 +1,13 @@
+---
+name: Fingerprint
+about: For adding fingerprints to existing cars
+title: ''
+labels: 'fingerprint'
+assignees: ''
+---
+
+**Car**
+Which car (make, model, year) this fingerprint is for
+
+**Route**
+A route with the fingerprint
--- a/.github/PULL_REQUEST_TEMPLATE/refactor.md
+++ b/.github/PULL_REQUEST_TEMPLATE/refactor.md
@@ -0,0 +1,15 @@
+---
+name: Refactor
+about: For code refactors
+title: ''
+labels: 'refactor'
+assignees: ''
+---
+
+**Description**
+
+<!-- A description of the refactor, including the goals it accomplishes. -->
+
+**Verification**
+
+<!-- Explain how you tested the refactor for regressions. -->
--- a/.github/PULL_REQUEST_TEMPLATE/tuning.md
+++ b/.github/PULL_REQUEST_TEMPLATE/tuning.md
@@ -0,0 +1,31 @@
+---
+name: Tuning
+about: For openpilot tuning changes
+title: ''
+labels: 'tuning'
+assignees: ''
+---
+
+**Description**
+
+<!-- A description of what is wrong with the current tuning and how the PR addresses this. -->
+
+**Verification**
+
+<!-- To verify tuning, capture the following scenarios (broadly, not exactly), with current tune and this tune.
+Use the PlotJuggler tuning layout to compare planned versus actual behavior.
+
+Run ./juggle.py <route> --layout layouts/tuning.xml , screenshot the full tab of interest, and paste into this PR.
+
+Longitudinal:
+* Maintaining speed at 25, 40, 65mph
+* Driving up and down hills
+* Accelerating from a stop
+* Decelerating to a stop
+* Following large changes in set speed
+* Coming to a stop behind a lead car
+
+Lateral:
+* Straight driving at ~25, ~45 and ~65mph
+* Turns driving at ~25, ~45 and ~65mph
+-->
--- a/.github/build.py
+++ b/.github/build.py
@@ -0,0 +1,30 @@
+import pathlib
+
+GITHUB_FOLDER = pathlib.Path(__file__).parent
+
+PULL_REQUEST_TEMPLATES = (GITHUB_FOLDER / "PULL_REQUEST_TEMPLATE")
+
+order = ["fingerprint", "car_bugfix", "bugfix", "car_port", "refactor"]
+
+def create_pull_request_template():
+  with open(GITHUB_FOLDER / "pull_request_template.md", "w") as f:
+    f.write("<!-- Please copy and paste the relevant template -->\n\n")
+
+    for t in order:
+      template = PULL_REQUEST_TEMPLATES / f"{t}.md"
+      text = template.read_text()
+
+      # Remove metadata for GitHub
+      start = text.find("---")
+      end = text.find("---", start+1)
+      text = text[end + 4:]
+
+      # Remove comments
+      text = text.replace("<!-- ", "").replace("-->", "")
+
+      f.write(f"<!--- ***** Template: {template.stem.replace('_', ' ').title()} *****\n")
+      f.write(text)
+      f.write("\n\n")
+      f.write("-->\n\n")
+
+create_pull_request_template()
--- a/.github/release-drafter.yml
+++ b/.github/release-drafter.yml
@@ -1,43 +0,0 @@
-exclude-labels:
-  - 'no-changelog'
-categories:
-  - title: '🚀 Features'
-    labels:
-      - 'feature'
-      - 'enhancement'
-  - title: '🐛 Bug Fixes'
-    collapse-after: 5
-    labels:
-      - 'fix'
-      - 'bugfix'
-      - 'bug'
-  - title: '🧰 Maintenance'
-    collapse-after: 5
-    label: 'chore'
-change-template: '- $TITLE @$AUTHOR (#$NUMBER)'
-change-title-escapes: '\<*_&'
-replacers:
-  - search: '/[Ss][Uu][Nn][Nn][Yy][Pp][Ii][Ll][Oo][Tt]/g'
-    replace: 'sunnypilot'
-  - search: '/\b[Ss][Pp]\b/g'
-    replace: 'SP'
-version-resolver:
-  major:
-    labels:
-      - 'major'
-  minor:
-    labels:
-      - 'minor'
-  patch:
-    labels:
-      - 'patch'
-  default: patch
-name-template: 'v$RESOLVED_VERSION 🚀'
-tag-template: 'v$RESOLVED_VERSION'
-version-template: "0.$MAJOR.$MINOR.$PATCH" # The day OP becomes v1, we need to bump this
-tag-prefix: "v0." # The day OP becomes v1, we need to bump this
-prerelease-identifier: "staging"
-template: |
-  ## Changes
-
-  $CHANGES
--- a/.github/workflows/release-drafter.yml
+++ b/.github/workflows/release-drafter.yml
@@ -1,29 +0,0 @@
-name: Release Drafter
-
-on:
-  push:
-    branches:
-      - master-new
-      - master
-    tags:
-      - 'v*'
-  pull_request_target:
-    types: [opened, reopened, synchronize]
-  workflow_dispatch:
-
-permissions:
-  contents: read
-
-jobs:
-  update_release_draft:
-    permissions:
-      contents: write
-      pull-requests: write
-    runs-on: ubuntu-latest
-    steps:
-      - uses: release-drafter/release-drafter@v6
-        with:
-          config-name: release-drafter.yml
-          prerelease: ${{ !startsWith(github.ref, 'refs/tags/v') }}
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
--- a/.github/workflows/selfdrive_tests.yaml
+++ b/.github/workflows/selfdrive_tests.yaml
@@ -67,7 +67,15 @@ jobs:
      timeout-minutes: 1
      run: |
        cd $STRIPPED_DIR
-        ${{ env.RUN }} "release/check-dirty.sh"
+        ${{ env.RUN }} "release/check-dirty.sh && \
+                        MAX_EXAMPLES=5 $PYTEST -m 'not slow' selfdrive/car system/manager"
+    - name: Static analysis
+      timeout-minutes: 1
+      run: |
+        cd $GITHUB_WORKSPACE
+        cp pyproject.toml $STRIPPED_DIR
+        cd $STRIPPED_DIR
+        ${{ env.RUN }} "scripts/lint/lint.sh --skip check_added_large_files"

  build:
    runs-on:
@@ -344,7 +352,7 @@ jobs:
      - name: Build openpilot
        run: ${{ env.RUN }} "scons -j$(nproc)"
      - name: Create Test Report
-        timeout-minutes: ${{ ((steps.frames-cache.outputs.cache-hit == 'true') && 2 || 4) }}
+        timeout-minutes: ${{ ((steps.frames-cache.outputs.cache-hit == 'true') && 1 || 3) }}
        run: >
            ${{ env.RUN }} "PYTHONWARNINGS=ignore &&
                            source selfdrive/test/setup_xvfb.sh &&
--- a/.github/workflows/sunnypilot-build-model.yaml
+++ b/.github/workflows/sunnypilot-build-model.yaml
@@ -18,18 +18,6 @@ on:
        description: 'Custom name for the model'
        required: false
        type: string
-      file_name:
-        description: 'File name prefix for the model files'
-        required: false
-        type: string
-      is_20hz:
-        description: 'Is this a 20Hz model'
-        required: false
-        type: boolean
-        default: false
-
-
-run-name: Build model [${{ inputs.custom_name || inputs.upstream_branch }}] from ref [${{ inputs.upstream_branch }}]

 jobs:
  build_model:
@@ -49,15 +37,12 @@ jobs:
        with:
          path: ${{env.SCONS_CACHE_DIR}}
          key: scons-${{ runner.os }}-${{ runner.arch }}-${{ github.head_ref || github.ref_name }}-model-${{ github.sha }}
-          # Note: GitHub Actions enforces cache isolation between different build sources (PR builds, workflow dispatches, etc.) 
-          #   for security. Only caches from the default branch are shared across all builds. This is by design and cannot be overridden.
          restore-keys: |
+            scons-${{ runner.os }}-${{ runner.arch }}-${{ github.head_ref || github.ref_name }}-model-${{ github.sha }}
            scons-${{ runner.os }}-${{ runner.arch }}-${{ github.head_ref || github.ref_name }}-model
            scons-${{ runner.os }}-${{ runner.arch }}-${{ github.head_ref || github.ref_name }}
-            scons-${{ runner.os }}-${{ runner.arch }}-${{ env.MASTER_NEW_BRANCH }}-model
-            scons-${{ runner.os }}-${{ runner.arch }}-${{ env.MASTER_BRANCH }}-model
-            scons-${{ runner.os }}-${{ runner.arch }}-${{ env.MASTER_NEW_BRANCH }}
-            scons-${{ runner.os }}-${{ runner.arch }}-${{ env.MASTER_BRANCH }}
+            scons-${{ runner.os }}-${{ runner.arch }}-master-new
+            scons-${{ runner.os }}-${{ runner.arch }}-master
            scons-${{ runner.os }}-${{ runner.arch }}

      - name: Setup build environment
@@ -84,8 +69,6 @@ jobs:
        run: |
          sudo rm -rf ${OUTPUT_DIR}
          mkdir -p ${OUTPUT_DIR}
-          
-          # Copy the model files
          rsync -avm \
            --include='*.dlc' \
            --include='*.thneed' \
@@ -95,36 +78,6 @@ jobs:
            --delete-excluded \
            --chown=comma:comma \
            ./selfdrive/modeld/models/ ${OUTPUT_DIR}/
-          
-          # Rename files if file_name is provided
-          if [ ! -z "${{ inputs.file_name }}" ]; then
-            mv ${OUTPUT_DIR}/supercombo.thneed ${OUTPUT_DIR}/supercombo-${{ inputs.file_name }}.thneed
-            mv ${OUTPUT_DIR}/supercombo_metadata.pkl ${OUTPUT_DIR}/supercombo-${{ inputs.file_name }}_metadata.pkl
-          fi
-          
-          # Calculate SHA256 hashes
-          HASH=$(sha256sum ${OUTPUT_DIR}/supercombo*.thneed | cut -d' ' -f1)
-          METADATA_HASH=$(sha256sum ${OUTPUT_DIR}/supercombo*_metadata.pkl | cut -d' ' -f1)
-          
-          # Create metadata.json
-          cat > ${OUTPUT_DIR}/metadata.json << EOF
-          {
-            "display_name": "${{ inputs.custom_name || inputs.upstream_branch }}",
-            "full_name": "${{ inputs.file_name || 'default' }}",
-            "is_20hz": ${{ inputs.is_20hz || false }},
-            "files": {
-              "drive_model": {
-                "file_name": "$(basename ${OUTPUT_DIR}/supercombo*.thneed)",
-                "sha256": "${HASH}"
-              },
-              "metadata": {
-                "file_name": "$(basename ${OUTPUT_DIR}/supercombo*_metadata.pkl)",
-                "sha256": "${METADATA_HASH}"
-              }
-            },
-            "ref": "${{ inputs.upstream_branch }}",
-            "build_time": "$(date -u +"%Y-%m-%dT%H:%M:%SZ")"
-          }     

      - name: Upload Build Artifacts
        uses: actions/upload-artifact@v4
--- a/.github/workflows/sunnypilot-build-prebuilt.yaml
+++ b/.github/workflows/sunnypilot-build-prebuilt.yaml
@@ -51,10 +51,9 @@ jobs:
        with:
          path: ${{env.SCONS_CACHE_DIR}}
          key: scons-${{ runner.os }}-${{ runner.arch }}-${{ github.head_ref || github.ref_name }}-${{ github.sha }}
-          # Note: GitHub Actions enforces cache isolation between different build sources (PR builds, workflow dispatches, etc.) 
-          #   for security. Only caches from the default branch are shared across all builds. This is by design and cannot be overridden.
          restore-keys: |
-            scons-${{ runner.os }}-${{ runner.arch }}-${{ github.head_ref || github.ref_name }}
+            scons-${{ runner.os }}-${{ runner.arch }}-${{ github.head_ref }}
+            scons-${{ runner.os }}-${{ runner.arch }}-${{ github.ref_name }}
            scons-${{ runner.os }}-${{ runner.arch }}-${{ env.MASTER_NEW_BRANCH }}
            scons-${{ runner.os }}-${{ runner.arch }}-${{ env.MASTER_BRANCH }}
            scons-${{ runner.os }}-${{ runner.arch }}
@@ -120,7 +119,6 @@ jobs:
          if [[ "${{ runner.debug }}" == "1" ]]; then
            printenv
          fi
-          PYTHONPATH=$PYTHONPATH:${{ github.workspace }}/ ${{ github.workspace }}/scripts/manage-powersave.py --disable

      - name: Build Panda
        run: |
@@ -189,11 +187,6 @@ jobs:
          name: prebuilt
          path: prebuilt.tar.gz

-      - name: Re-enable powersave
-        if: always()
-        run: |
-          PYTHONPATH=$PYTHONPATH:${{ github.workspace }}/ ${{ github.workspace }}/scripts/manage-powersave.py --enable
-
  publish:
    concurrency:
      group: publish-${{ github.head_ref || github.ref_name }}
--- a/.github/workflows/sunnypilot-master-dev-c3-prep.yaml
+++ b/.github/workflows/sunnypilot-master-dev-c3-prep.yaml
@@ -1,162 +0,0 @@
-name: Nightly Branch Reset and PR Squash
-
-env:
-  DEFAULT_SOURCE_BRANCH: "master-new"
-  DEFAULT_TARGET_BRANCH: "nightly"
-  PR_LABEL: "dev-c3"
-
-on:
-  workflow_dispatch:
-    inputs:
-      source_branch:
-        description: 'Source branch to reset from'
-        required: true
-        default: 'master-new'
-        type: string
-      target_branch:
-        description: 'Target branch to reset and squash into'
-        required: true
-        default: 'master-dev-c3-new'
-        type: string
-#  schedule:
-#     - cron: '0 0 * * *'  # Run at midnight UTC for nightly
-
-jobs:
-  reset-and-squash:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          fetch-depth: 0  # Fetch all history for all branches
-          token: ${{ secrets.GITHUB_TOKEN }}
-
-      - name: Configure Git
-        run: |
-          git config --global user.name 'github-actions[bot]'
-          git config --global user.email 'github-actions[bot]@users.noreply.github.com'
-
-      - name: Set up Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: '3.10'
-
-      - name: Install dependencies
-        run: |
-          python -m pip install --upgrade pip
-          pip install PyGithub
-
-      - name: Check branches exist
-        run: |
-          # Check if source branch exists
-          if ! git ls-remote --heads origin ${{ inputs.source_branch || env.DEFAULT_SOURCE_BRANCH }} | grep -q "${{ inputs.source_branch || env.DEFAULT_SOURCE_BRANCH }}"; then
-            echo "Source branch ${{ inputs.source_branch || env.DEFAULT_SOURCE_BRANCH }} does not exist!"
-            exit 1
-          fi
-          
-          # Make sure we have the latest source branch
-          git fetch origin ${{ inputs.source_branch || env.DEFAULT_SOURCE_BRANCH }}
-          
-          # Check if target branch exists
-          if ! git ls-remote --heads origin ${{ inputs.target_branch || env.DEFAULT_TARGET_BRANCH }} | grep -q "${{ inputs.target_branch || env.DEFAULT_TARGET_BRANCH }}"; then
-            echo "Target branch ${{ inputs.target_branch || env.DEFAULT_TARGET_BRANCH }} does not exist, creating it from ${{ inputs.source_branch || env.DEFAULT_SOURCE_BRANCH }}"
-            git checkout -b ${{ inputs.target_branch || env.DEFAULT_TARGET_BRANCH }} origin/${{ inputs.source_branch || env.DEFAULT_SOURCE_BRANCH }}
-            git push origin ${{ inputs.target_branch || env.DEFAULT_TARGET_BRANCH }}
-          else
-            # Fetch target branch if it exists
-            git fetch origin ${{ inputs.target_branch || env.DEFAULT_TARGET_BRANCH }}
-          fi
-
-      - name: Reset target branch
-        run: |
-          echo "Resetting ${{ inputs.target_branch || env.DEFAULT_TARGET_BRANCH }} to match ${{ inputs.source_branch || env.DEFAULT_SOURCE_BRANCH }}"
-          # Delete if exists and recreate pointing to source
-          git branch -D ${{ inputs.target_branch || env.DEFAULT_TARGET_BRANCH }} || true
-          git branch ${{ inputs.target_branch || env.DEFAULT_TARGET_BRANCH }} origin/${{ inputs.source_branch || env.DEFAULT_SOURCE_BRANCH }}
-
-      - name: Get PRs to squash
-        id: get-prs
-        run: |
-          # Use GitHub API to get PRs with specific label, ordered by creation date
-          PR_LIST=$(gh api graphql -f query='
-            query($label:String!) {
-              search(query: $label, type:ISSUE, first:100) {
-                nodes {
-                  ... on PullRequest {
-                    number
-                    headRefName
-                    title
-                    createdAt
-                    commits(last: 1) {
-                      nodes {
-                        commit {
-                          statusCheckRollup {
-                            state
-                          }
-                        }
-                      }
-                    }
-                  }
-                }
-              }
-            }' -F label="is:pr is:open label:${PR_LABEL} sort:created-asc")
-          
-          echo "PR_LIST=${PR_LIST}" >> $GITHUB_OUTPUT
-        env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-
-      - name: Process PRs
-        run: |
-          python3 ${{ github.workspace }}/release/ci/squash_and_merge_prs.py \
-            --pr-data '${{ steps.get-prs.outputs.PR_LIST }}' \
-            --target-branch ${{ inputs.target_branch || env.DEFAULT_TARGET_BRANCH }} \
-            --squash-script-path '${{ github.workspace }}/release/ci/squash_and_merge.py'
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-
-      - name: Push changes if there are diffs
-        id: push-changes  # Add an id so we can reference this step
-        run: |
-          TARGET_BRANCH="${{ inputs.target_branch || env.DEFAULT_TARGET_BRANCH }}"
-
-          # Fetch the latest from remote
-          git fetch origin $TARGET_BRANCH
-
-          # Check for diffs between local and remote
-          if git diff $TARGET_BRANCH origin/$TARGET_BRANCH --quiet; then
-            echo "No changes to push - local and remote branches are identical"
-            echo "has_changes=false" >> $GITHUB_OUTPUT
-            exit 0
-          fi
-
-          # If we get here, there are diffs, so push
-          if ! git push origin $TARGET_BRANCH --force; then
-            echo "Failed to push changes to $TARGET_BRANCH"
-            exit 1
-          fi
-
-          echo "Branch $TARGET_BRANCH has been reset and updated with squashed PRs"
-          echo "has_changes=true" >> $GITHUB_OUTPUT
-
-      - name: Trigger and wait for selfdrive tests
-        if: steps.push-changes.outputs.has_changes == 'true'
-        run: |
-          echo "Triggering selfdrive tests..."
-          gh workflow run selfdrive_tests.yaml --ref "${{ inputs.target_branch || env.DEFAULT_TARGET_BRANCH }}"
-
-          echo "Sleeping for 120s to give plenty of time for the action to start and then we wait"
-          sleep 120
-
-          echo "Getting latest run ID..."
-          RUN_ID=$(gh run list --workflow=selfdrive_tests.yaml --branch="${{ inputs.target_branch || env.DEFAULT_TARGET_BRANCH }}" --limit=1 --json databaseId --jq '.[0].databaseId')
-
-          echo "Watching run ID: $RUN_ID"
-          gh run watch "$RUN_ID"
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-
-      - name: Trigger prebuilt workflow
-        if: success() && steps.push-changes.outputs.has_changes == 'true'
-        run: |
-          gh workflow run sunnypilot-build-prebuilt.yaml --ref "${{ inputs.target_branch || env.DEFAULT_TARGET_BRANCH }}"
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
--- a/.github/workflows/ui_preview.yaml
+++ b/.github/workflows/ui_preview.yaml
@@ -86,7 +86,7 @@ jobs:
        run: >-
          sudo apt-get install -y imagemagick

-          scenes="homescreen settings_device settings_network settings_network_advanced settings_software settings_sunnylink settings_toggles settings_sunnypilot settings_sunnypilot_mads settings_trips settings_vehicle settings_developer offroad_alert update_available prime onroad onroad_disengaged onroad_override onroad_sidebar onroad_wide onroad_wide_sidebar onroad_alert_small onroad_alert_mid onroad_alert_full driver_camera body keyboard keyboard_uppercase"
+          scenes="homescreen settings_device settings_software settings_toggles settings_developer offroad_alert update_available prime onroad onroad_disengaged onroad_override onroad_sidebar onroad_wide onroad_wide_sidebar onroad_alert_small onroad_alert_mid onroad_alert_full driver_camera body keyboard"
          A=($scenes)

          DIFF=""
--- a/.gitignore
+++ b/.gitignore
@@ -74,9 +74,6 @@ comma*.sh
 selfdrive/modeld/thneed/compile
 selfdrive/modeld/models/*.thneed
 selfdrive/modeld/models/*.pkl
-sunnypilot/modeld/thneed/compile
-sunnypilot/modeld/models/*.thneed
-sunnypilot/modeld/models/*.pkl

 *.bz2
 *.zst
--- a/.gitmodules
+++ b/.gitmodules
@@ -15,4 +15,4 @@
  url = https://github.com/commaai/teleoprtc
 [submodule "tinygrad"]
  path = tinygrad_repo
-  url = https://github.com/commaai/tinygrad.git
+  url = https://github.com/tinygrad/tinygrad.git
--- a/RELEASES.md
+++ b/RELEASES.md
@@ -1,23 +1,16 @@
-Version 0.9.9 (2025-03-30)
-========================
-* Coming soon
-  * Rivian support
-  * F-150 & Mach-E support
-  * Tesla Model 3 support
-
-Version 0.9.8 (2025-01-30)
+Version 0.9.8 (2024-XX-XX)
 ========================
+* New driving model
+  * Trained in brand new ML simulator
+  * Model now gates applying positive accel in Chill mode
 * New driving monitoring model
  * Reduced false positives related to passengers
 * Image processing pipeline moved to the ISP
  * More GPU time for driving models
-  * Power draw reduced 0.5W, which means your device runs cooler
+  * Power draw reduced 0.5W, which means your device runs cooler 
 * Added toggle to enable driver monitoring even when openpilot is not engaged
 * Enable openpilot longitudinal control for Ford Q3 vehicles
 * New Toyota TSS2 longitudinal tune
-* Coming soon
-  * New driving model with gas gating
-  * Training data upload mode

 Version 0.9.7 (2024-06-13)
 ========================
--- a/16
+++ b/16
@@ -49,6 +49,10 @@ AddOption('--ccflags',
          default='',
          help='pass arbitrary flags over the command line')

+AddOption('--snpe',
+          action='store_true',
+          help='use SNPE on PC')
+
 AddOption('--external-sconscript',
          action='store',
          metavar='FILE',
@@ -70,12 +74,6 @@ AddOption('--minimal',
          default=os.path.exists(File('#.lfsconfig').abspath), # minimal by default on release branch (where there's no LFS)
          help='the minimum build to run openpilot. no tests, tools, etc.')

-AddOption('--stock-ui',
-          action='store_true',
-          dest='stock_ui',
-          default=False,
-          help='Build stock openpilot UI instead of sunnypilot UI')
-
 ## Architecture name breakdown (arch)
 ## - larch64: linux tici aarch64
 ## - aarch64: linux pc aarch64
@@ -174,10 +172,6 @@ else:
 if arch != "Darwin":
  ldflags += ["-Wl,--as-needed", "-Wl,--no-undefined"]

-if not GetOption('stock_ui'):
-  cflags += ["-DSUNNYPILOT"]
-  cxxflags += ["-DSUNNYPILOT"]
-
 ccflags_option = GetOption('ccflags')
 if ccflags_option:
  ccflags += ccflags_option.split(' ')
@@ -392,8 +386,6 @@ SConscript(['third_party/SConscript'])

 SConscript(['selfdrive/SConscript'])

-SConscript(['sunnypilot/SConscript'])
-
 if Dir('#tools/cabana/').exists() and GetOption('extras'):
  SConscript(['tools/replay/SConscript'])
  if arch != "larch64":
--- a/cereal/README.md
+++ b/cereal/README.md
@@ -29,50 +29,6 @@ then means breaking backwards-compatibility with all old logs of your fork. So w
 [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 openpilot and your fork.**

-An example of compatible changes:
-```diff
-diff --git a/cereal/custom.capnp b/cereal/custom.capnp
-index 3348e859e..3365c7b98 100644
--- a/cereal/custom.capnp
-+++ b/cereal/custom.capnp
-@@ -10,7 +10,11 @@ $Cxx.namespace("cereal");
- # DO rename the structs
- # DON'T change the identifier (e.g. @0x81c2f05a394cf4af)
-
-struct CustomReserved0 @0x81c2f05a394cf4af {
-+struct SteeringInfo @0x81c2f05a394cf4af {
-+  active @0 :Bool;
-+  steeringAngleDeg @1 :Float32;
-+  steeringRateDeg @2 :Float32;
-+  steeringAccelDeg @3 :Float32;
- }
-
- struct CustomReserved1 @0xaedffd8f31e7b55d {
-diff --git a/cereal/log.capnp b/cereal/log.capnp
-index 1209f3fd9..b189f58b6 100644
--- a/cereal/log.capnp
-+++ b/cereal/log.capnp
-@@ -2558,14 +2558,14 @@ struct Event {
-
-     # DO change the name of the field
-     # DON'T change anything after the "@"
-    customReservedRawData0 @124 :Data;
-+    rawCanData @124 :Data;
-     customReservedRawData1 @125 :Data;
-     customReservedRawData2 @126 :Data;
-
-     # DO change the name of the field and struct
-     # DON'T change the ID (e.g. @107)
-     # DON'T change which struct it points to
-    customReserved0 @107 :Custom.CustomReserved0;
-+    steeringInfo @107 :Custom.SteeringInfo;
-     customReserved1 @108 :Custom.CustomReserved1;
-     customReserved2 @109 :Custom.CustomReserved2;
-     customReserved3 @110 :Custom.CustomReserved3;
-```
-
---
-
 Example
 ---
 ```python
--- a/cereal/custom.capnp
+++ b/cereal/custom.capnp
@@ -7,139 +7,23 @@ $Cxx.namespace("cereal");
 # These structs are guaranteed to remain reserved and empty in mainline
 # cereal, so use these if you want custom events in your fork.

-# DO rename the structs
-# DON'T change the identifier (e.g. @0x81c2f05a394cf4af)
-
-struct ModularAssistiveDrivingSystem {
-  state @0 :ModularAssistiveDrivingSystemState;
-  enabled @1 :Bool;
-  active @2 :Bool;
-  available @3 :Bool;
-
-  enum ModularAssistiveDrivingSystemState {
-    disabled @0;
-    paused @1;
-    enabled @2;
-    softDisabling @3;
-    overriding @4;
-  }
+# you can rename the struct, but don't change the identifier
+struct CustomReserved0 @0x81c2f05a394cf4af {
 }

-struct SelfdriveStateSP @0x81c2f05a394cf4af {
-  mads @0 :ModularAssistiveDrivingSystem;
+struct CustomReserved1 @0xaedffd8f31e7b55d {
 }

-struct ModelManagerSP @0xaedffd8f31e7b55d {
-  activeBundle @0 :ModelBundle;
-  selectedBundle @1 :ModelBundle;
-  availableBundles @2 :List(ModelBundle);
-
-  struct DownloadUri {
-    uri @0 :Text;
-    sha256 @1 :Text;
-  }
-
-  enum Type {
-    drive @0;
-    navigation @1;
-    metadata @2;
-  }
-
-  struct Model {
-    fullName @0 :Text;
-    fileName @1 :Text;
-    downloadUri @2 :DownloadUri;
-    downloadProgress @3 :DownloadProgress;
-    type @4 :Type;
-  }
-
-  enum DownloadStatus {
-    notDownloading @0;
-    downloading @1;
-    downloaded @2;
-    cached @3;
-    failed @4;
-  }
-
-  struct DownloadProgress {
-    status @0 :DownloadStatus;
-    progress @1 :Float32;
-    eta @2 :UInt32;
-  }
-
-  enum Runner {
-    snpe @0;
-    tinygrad @1;
-  }
-
-  struct ModelBundle {
-    index @0 :UInt32;
-    internalName @1 :Text;
-    displayName @2 :Text;
-    models @3 :List(Model);
-    status @4 :DownloadStatus;
-    generation @5 :UInt32;
-    environment @6 :Text;
-    runner @7 :Runner;
-    is20hz @8 :Bool;
-  }
+struct CustomReserved2 @0xf35cc4560bbf6ec2 {
 }

-struct LongitudinalPlanSP @0xf35cc4560bbf6ec2 {
-  dec @0 :DynamicExperimentalControl;
-
-  struct DynamicExperimentalControl {
-    state @0 :DynamicExperimentalControlState;
-    enabled @1 :Bool;
-    active @2 :Bool;
-
-    enum DynamicExperimentalControlState {
-      acc @0;
-      blended @1;
-    }
-  }
+struct CustomReserved3 @0xda96579883444c35 {
 }

-struct OnroadEventSP @0xda96579883444c35 {
-  name @0 :EventName;
-
-  # event types
-  enable @1 :Bool;
-  noEntry @2 :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; # alerts presented regardless of openpilot state
-  overrideLateral @10 :Bool;
-  overrideLongitudinal @9 :Bool;
-
-  enum EventName {
-    lkasEnable @0;
-    lkasDisable @1;
-    manualSteeringRequired @2;
-    manualLongitudinalRequired @3;
-    silentLkasEnable @4;
-    silentLkasDisable @5;
-    silentBrakeHold @6;
-    silentWrongGear @7;
-    silentReverseGear @8;
-    silentDoorOpen @9;
-    silentSeatbeltNotLatched @10;
-    silentParkBrake @11;
-    controlsMismatchLateral @12;
-    hyundaiRadarTracksConfirmed @13;
-    experimentalModeSwitched @14;
-  }
+struct CustomReserved4 @0x80ae746ee2596b11 {
 }

-struct CarParamsSP @0x80ae746ee2596b11 {
-  flags @0 :UInt32;  # flags for car specific quirks in sunnypilot
-}
-
-struct CarControlSP @0xa5cd762cd951a455 {
-  mads @0 :ModularAssistiveDrivingSystem;
+struct CustomReserved5 @0xa5cd762cd951a455 {
 }

 struct CustomReserved6 @0xf98d843bfd7004a3 {
@@ -153,33 +37,3 @@ struct CustomReserved8 @0xf416ec09499d9d19 {

 struct CustomReserved9 @0xa1680744031fdb2d {
 }
-
-struct CustomReserved10 @0xcb9fd56c7057593a {
-}
-
-struct CustomReserved11 @0xc2243c65e0340384 {
-}
-
-struct CustomReserved12 @0x9ccdc8676701b412 {
-}
-
-struct CustomReserved13 @0xcd96dafb67a082d0 {
-}
-
-struct CustomReserved14 @0xb057204d7deadf3f {
-}
-
-struct CustomReserved15 @0xbd443b539493bc68 {
-}
-
-struct CustomReserved16 @0xfc6241ed8877b611 {
-}
-
-struct CustomReserved17 @0xa30662f84033036c {
-}
-
-struct CustomReserved18 @0xc86a3d38d13eb3ef {
-}
-
-struct CustomReserved19 @0xa4f1eb3323f5f582 {
-}
--- a/cereal/log.capnp
+++ b/cereal/log.capnp
@@ -409,7 +409,6 @@ struct GpsLocationData {
  speedAccuracy @12 :Float32;

  hasFix @13 :Bool;
-  satelliteCount @14 :Int8;

  enum SensorSource {
    android @0;
@@ -2554,37 +2553,21 @@ struct Event {
    livestreamWideRoadEncodeData @121 :EncodeData;
    livestreamDriverEncodeData @122 :EncodeData;

-    # *********** Custom: reserved for forks ***********
-
-    # DO change the name of the field
-    # DON'T change anything after the "@"
    customReservedRawData0 @124 :Data;
    customReservedRawData1 @125 :Data;
    customReservedRawData2 @126 :Data;

-    # DO change the name of the field and struct
-    # DON'T change the ID (e.g. @107)
-    # DON'T change which struct it points to
-    selfdriveStateSP @107 :Custom.SelfdriveStateSP;
-    modelManagerSP @108 :Custom.ModelManagerSP;
-    longitudinalPlanSP @109 :Custom.LongitudinalPlanSP;
-    onroadEventsSP @110 :List(Custom.OnroadEventSP);
-    carParamsSP @111 :Custom.CarParamsSP;
-    carControlSP @112 :Custom.CarControlSP;
+    # *********** Custom: reserved for forks ***********
+    customReserved0 @107 :Custom.CustomReserved0;
+    customReserved1 @108 :Custom.CustomReserved1;
+    customReserved2 @109 :Custom.CustomReserved2;
+    customReserved3 @110 :Custom.CustomReserved3;
+    customReserved4 @111 :Custom.CustomReserved4;
+    customReserved5 @112 :Custom.CustomReserved5;
    customReserved6 @113 :Custom.CustomReserved6;
    customReserved7 @114 :Custom.CustomReserved7;
    customReserved8 @115 :Custom.CustomReserved8;
    customReserved9 @116 :Custom.CustomReserved9;
-    customReserved10 @136 :Custom.CustomReserved10;
-    customReserved11 @137 :Custom.CustomReserved11;
-    customReserved12 @138 :Custom.CustomReserved12;
-    customReserved13 @139 :Custom.CustomReserved13;
-    customReserved14 @140 :Custom.CustomReserved14;
-    customReserved15 @141 :Custom.CustomReserved15;
-    customReserved16 @142 :Custom.CustomReserved16;
-    customReserved17 @143 :Custom.CustomReserved17;
-    customReserved18 @144 :Custom.CustomReserved18;
-    customReserved19 @145 :Custom.CustomReserved19;

    # *********** legacy + deprecated ***********
    model @9 :Legacy.ModelData; # TODO: rename modelV2 and mark this as deprecated
--- a/cereal/maptile.capnp
+++ b/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);
+}
--- a/cereal/messaging/bridge.cc
+++ b/cereal/messaging/bridge.cc
@@ -6,12 +6,12 @@

 ExitHandler do_exit;

-static std::vector<std::string> get_services(const std::string &whitelist_str, bool zmq_to_msgq) {
+static std::vector<std::string> get_services(std::string whitelist_str, bool zmq_to_msgq) {
  std::vector<std::string> service_list;
  for (const auto& it : services) {
    std::string name = it.second.name;
    bool in_whitelist = whitelist_str.find(name) != std::string::npos;
-    if (zmq_to_msgq && !in_whitelist) {
+    if (name == "plusFrame" || name == "uiLayoutState" || (zmq_to_msgq && !in_whitelist)) {
      continue;
    }
    service_list.push_back(name);
--- a/cereal/services.py
+++ b/cereal/services.py
@@ -74,14 +74,6 @@ _services: dict[str, tuple] = {
  "userFlag": (True, 0., 1),
  "microphone": (True, 10., 10),

-  # sunnypilot
-  "modelManagerSP": (False, 1., 1),
-  "selfdriveStateSP": (True, 100., 10),
-  "longitudinalPlanSP": (True, 20., 10),
-  "onroadEventsSP": (True, 1., 1),
-  "carParamsSP": (True, 0.02, 1),
-  "carControlSP": (True, 100., 10),
-
  # debug
  "uiDebug": (True, 0., 1),
  "testJoystick": (True, 0.),
--- a/common/api/init.py
+++ b/common/api/init.py
@@ -1,27 +1,46 @@
-from openpilot.common.api.comma_connect import CommaConnectApi
-from sunnypilot.sunnylink.api import SunnylinkApi
+import jwt
+import os
+import requests
+from datetime import datetime, timedelta, UTC
+from openpilot.system.hardware.hw import Paths
+from openpilot.system.version import get_version

+API_HOST = os.getenv('API_HOST', 'https://api.commadotai.com')

 class Api:
-  def __init__(self, dongle_id, use_sunnylink=False):
-    if use_sunnylink:
-      self.service = SunnylinkApi(dongle_id)
-    else:
-      self.service = CommaConnectApi(dongle_id)
-
-  def request(self, method, endpoint, **params):
-    return self.service.request(method, endpoint, **params)
+  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.service.get(*args, **kwargs)
+    return self.request('GET', *args, **kwargs)

  def post(self, *args, **kwargs):
-    return self.service.post(*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):
-    return self.service.get_token(expiry_hours)
+    now = datetime.now(UTC).replace(tzinfo=None)
+    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


-def api_get(endpoint, method='GET', timeout=None, access_token=None, use_sunnylink=False, **params):
-  return SunnylinkApi(None).api_get(endpoint, method, timeout, access_token, **params) if use_sunnylink \
-    else CommaConnectApi(None).api_get(endpoint, method, timeout, access_token, **params)
+def api_get(endpoint, method='GET', timeout=None, access_token=None, **params):
+  headers = {}
+  if access_token is not None:
+    headers['Authorization'] = "JWT " + access_token
+
+  headers['User-Agent'] = "openpilot-" + get_version()
+
+  return requests.request(method, API_HOST + "/" + endpoint, timeout=timeout, headers=headers, params=params)
--- a/common/api/base.py
+++ b/common/api/base.py
@@ -1,56 +0,0 @@
-import jwt
-import requests
-import unicodedata
-from datetime import datetime, timedelta, UTC
-from openpilot.system.hardware.hw import Paths
-from openpilot.system.version import get_version
-
-
-class BaseApi:
-  def __init__(self, dongle_id, api_host, user_agent="openpilot-"):
-    self.dongle_id = dongle_id
-    self.api_host = api_host
-    self.user_agent = user_agent
-    with open(f'{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 self.api_get(endpoint, method=method, timeout=timeout, access_token=access_token, **params)
-
-  def _get_token(self, expiry_hours=1, **extra_payload):
-    now = datetime.now(UTC).replace(tzinfo=None)
-    payload = {
-      'identity': self.dongle_id,
-      'nbf': now,
-      'iat': now,
-      'exp': now + timedelta(hours=expiry_hours),
-      **extra_payload
-    }
-    token = jwt.encode(payload, self.private_key, algorithm='RS256')
-    if isinstance(token, bytes):
-      token = token.decode('utf8')
-    return token
-
-  def get_token(self, expiry_hours=1):
-    return self._get_token(expiry_hours)
-
-  def remove_non_ascii_chars(self, text):
-    normalized_text = unicodedata.normalize('NFD', text)
-    ascii_encoded_text = normalized_text.encode('ascii', 'ignore')
-    return ascii_encoded_text.decode()
-
-  def api_get(self, endpoint, method='GET', timeout=None, access_token=None, **params):
-    headers = {}
-    if access_token is not None:
-      headers['Authorization'] = "JWT " + access_token
-
-    version = self.remove_non_ascii_chars(get_version())
-    headers['User-Agent'] = self.user_agent + version
-
-    return requests.request(method, f"{self.api_host}/{endpoint}", timeout=timeout, headers=headers, params=params)
--- a/common/api/comma_connect.py
+++ b/common/api/comma_connect.py
@@ -1,11 +0,0 @@
-import os
-
-from openpilot.common.api.base import BaseApi
-
-API_HOST = os.getenv('API_HOST', 'https://api.commadotai.com')
-
-
-class CommaConnectApi(BaseApi):
-  def __init__(self, dongle_id):
-    super().__init__(dongle_id, API_HOST)
-    self.user_agent = "openpilot-"
--- a/common/clutil.cc
+++ b/common/clutil.cc
@@ -79,10 +79,6 @@ cl_context cl_create_context(cl_device_id device_id) {
  return CL_CHECK_ERR(clCreateContext(NULL, 1, &device_id, NULL, NULL, &err));
 }

-void cl_release_context(cl_context context) {
-  clReleaseContext(context);
-}
-
 cl_program cl_program_from_file(cl_context ctx, cl_device_id device_id, const char* path, const char* args) {
  return cl_program_from_source(ctx, device_id, util::read_file(path), args);
 }
--- a/common/clutil.h
+++ b/common/clutil.h
@@ -23,7 +23,6 @@

 cl_device_id cl_get_device_id(cl_device_type device_type);
 cl_context cl_create_context(cl_device_id device_id);
-void cl_release_context(cl_context context);
 cl_program cl_program_from_source(cl_context ctx, cl_device_id device_id, const std::string& src, const char* args = nullptr);
 cl_program cl_program_from_binary(cl_context ctx, cl_device_id device_id, const uint8_t* binary, size_t length, const char* args = nullptr);
 cl_program cl_program_from_file(cl_context ctx, cl_device_id device_id, const char* path, const char* args);
--- a/common/logging_extra.py
+++ b/common/logging_extra.py
@@ -8,7 +8,6 @@ import uuid
 import socket
 import logging
 import traceback
-import numpy as np
 from threading import local
 from collections import OrderedDict
 from contextlib import contextmanager
@@ -16,8 +15,6 @@ from contextlib import contextmanager
 LOG_TIMESTAMPS = "LOG_TIMESTAMPS" in os.environ

 def json_handler(obj):
-  if isinstance(obj, np.bool_):
-    return bool(obj)
  # if isinstance(obj, (datetime.date, datetime.time)):
  #   return obj.isoformat()
  return repr(obj)
--- a/common/model.h
+++ b/common/model.h
@@ -1 +0,0 @@
-#define DEFAULT_MODEL "Notre Dame (Default)"
--- a/common/params.cc
+++ b/common/params.cc
@@ -89,7 +89,6 @@ private:

 std::unordered_map<std::string, uint32_t> keys = {
    {"AccessToken", CLEAR_ON_MANAGER_START | DONT_LOG},
-    {"AdbEnabled", PERSISTENT},
    {"AlwaysOnDM", PERSISTENT},
    {"ApiCache_Device", PERSISTENT},
    {"AssistNowToken", PERSISTENT},
@@ -110,35 +109,36 @@ std::unordered_map<std::string, uint32_t> keys = {
    {"CurrentBootlog", PERSISTENT},
    {"CurrentRoute", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
    {"DisableLogging", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
-    {"DisablePowerDown", PERSISTENT | BACKUP},
-    {"DisableUpdates", PERSISTENT | BACKUP},
-    {"DisengageOnAccelerator", PERSISTENT | BACKUP},
+    {"DisablePowerDown", PERSISTENT},
+    {"DisableUpdates", PERSISTENT},
+    {"DisengageOnAccelerator", PERSISTENT},
    {"DongleId", PERSISTENT},
    {"DoReboot", CLEAR_ON_MANAGER_START},
    {"DoShutdown", CLEAR_ON_MANAGER_START},
    {"DoUninstall", CLEAR_ON_MANAGER_START},
-    {"ExperimentalLongitudinalEnabled", PERSISTENT | DEVELOPMENT_ONLY | BACKUP},
-    {"ExperimentalMode", PERSISTENT | BACKUP},
-    {"ExperimentalModeConfirmed", PERSISTENT | BACKUP},
+    {"ExperimentalLongitudinalEnabled", PERSISTENT | DEVELOPMENT_ONLY},
+    {"ExperimentalMode", PERSISTENT},
+    {"ExperimentalModeConfirmed", PERSISTENT},
    {"FirmwareQueryDone", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
    {"ForcePowerDown", PERSISTENT},
    {"GitBranch", PERSISTENT},
    {"GitCommit", PERSISTENT},
    {"GitCommitDate", PERSISTENT},
    {"GitDiff", PERSISTENT},
-    {"GithubSshKeys", PERSISTENT | BACKUP},
-    {"GithubUsername", PERSISTENT | BACKUP},
+    {"GithubSshKeys", PERSISTENT},
+    {"GithubUsername", PERSISTENT},
    {"GitRemote", PERSISTENT},
-    {"GsmApn", PERSISTENT | BACKUP},
-    {"GsmMetered", PERSISTENT | BACKUP},
-    {"GsmRoaming", PERSISTENT | BACKUP},
+    {"GsmApn", PERSISTENT},
+    {"GsmMetered", PERSISTENT},
+    {"GsmRoaming", PERSISTENT},
    {"HardwareSerial", PERSISTENT},
    {"HasAcceptedTerms", PERSISTENT},
+    {"IMEI", PERSISTENT},
    {"InstallDate", PERSISTENT},
    {"IsDriverViewEnabled", CLEAR_ON_MANAGER_START},
    {"IsEngaged", PERSISTENT},
-    {"IsLdwEnabled", PERSISTENT | BACKUP},
-    {"IsMetric", PERSISTENT | BACKUP},
+    {"IsLdwEnabled", PERSISTENT},
+    {"IsMetric", PERSISTENT},
    {"IsOffroad", CLEAR_ON_MANAGER_START},
    {"IsOnroad", PERSISTENT},
    {"IsRhdDetected", PERSISTENT},
@@ -146,7 +146,7 @@ std::unordered_map<std::string, uint32_t> keys = {
    {"IsTakingSnapshot", CLEAR_ON_MANAGER_START},
    {"IsTestedBranch", CLEAR_ON_MANAGER_START},
    {"JoystickDebugMode", CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION},
-    {"LanguageSetting", PERSISTENT | BACKUP},
+    {"LanguageSetting", PERSISTENT},
    {"LastAthenaPingTime", CLEAR_ON_MANAGER_START},
    {"LastGPSPosition", PERSISTENT},
    {"LastManagerExitReason", CLEAR_ON_MANAGER_START},
@@ -158,7 +158,7 @@ std::unordered_map<std::string, uint32_t> keys = {
    {"LiveTorqueParameters", PERSISTENT | DONT_LOG},
    {"LocationFilterInitialState", PERSISTENT},
    {"LongitudinalManeuverMode", CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION},
-    {"LongitudinalPersonality", PERSISTENT | BACKUP},
+    {"LongitudinalPersonality", PERSISTENT},
    {"NetworkMetered", PERSISTENT},
    {"ObdMultiplexingChanged", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
    {"ObdMultiplexingEnabled", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
@@ -174,17 +174,17 @@ std::unordered_map<std::string, uint32_t> keys = {
    {"Offroad_TemperatureTooHigh", CLEAR_ON_MANAGER_START},
    {"Offroad_UnofficialHardware", CLEAR_ON_MANAGER_START},
    {"Offroad_UpdateFailed", CLEAR_ON_MANAGER_START},
-    {"OpenpilotEnabledToggle", PERSISTENT | BACKUP},
+    {"OpenpilotEnabledToggle", PERSISTENT},
    {"PandaHeartbeatLost", CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION},
    {"PandaSomResetTriggered", CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION},
    {"PandaSignatures", CLEAR_ON_MANAGER_START},
    {"PrimeType", PERSISTENT},
-    {"RecordFront", PERSISTENT | BACKUP},
+    {"RecordFront", PERSISTENT},
    {"RecordFrontLock", PERSISTENT},  // for the internal fleet
-    {"SecOCKey", PERSISTENT | DONT_LOG},  // Candidate for | BACKUP
+    {"SecOCKey", PERSISTENT | DONT_LOG},
    {"RouteCount", PERSISTENT},
    {"SnoozeUpdate", CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION},
-    {"SshEnabled", PERSISTENT | BACKUP},
+    {"SshEnabled", PERSISTENT},
    {"TermsVersion", PERSISTENT},
    {"TrainingVersion", PERSISTENT},
    {"UbloxAvailable", PERSISTENT},
@@ -200,44 +200,7 @@ std::unordered_map<std::string, uint32_t> keys = {
    {"UpdaterTargetBranch", CLEAR_ON_MANAGER_START},
    {"UpdaterLastFetchTime", PERSISTENT},
    {"Version", PERSISTENT},
-
-    // --- sunnypilot params --- //
-    {"ApiCache_DriveStats", PERSISTENT},
-    {"CarParamsSP", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
-    {"CarParamsSPCache", CLEAR_ON_MANAGER_START},
-    {"CarParamsSPPersistent", PERSISTENT},
-    {"CarPlatformBundle", PERSISTENT},
-    {"EnableGithubRunner", PERSISTENT | BACKUP},
-    {"ModelRunnerTypeCache", CLEAR_ON_ONROAD_TRANSITION},
-    {"OffroadMode", CLEAR_ON_MANAGER_START},
-    {"OffroadMode_Status", CLEAR_ON_MANAGER_START},
-
-    // MADS params
-    {"Mads", PERSISTENT | BACKUP},
-    {"MadsMainCruiseAllowed", PERSISTENT | BACKUP},
-    {"MadsPauseLateralOnBrake", PERSISTENT | BACKUP},
-    {"MadsUnifiedEngagementMode", PERSISTENT | BACKUP},
-
-    // Model Manager params
-    {"ModelManager_ActiveBundle", PERSISTENT},
-    {"ModelManager_DownloadIndex", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
-    {"ModelManager_LastSyncTime", CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION},
-    {"ModelManager_ModelsCache", PERSISTENT | BACKUP},
-
-    // sunnylink params
-    {"EnableSunnylinkUploader", PERSISTENT | BACKUP},
-    {"LastSunnylinkPingTime", CLEAR_ON_MANAGER_START},
-    {"SunnylinkDongleId", PERSISTENT},
-    {"SunnylinkdPid", PERSISTENT},
-    {"SunnylinkEnabled", PERSISTENT},
-
-    // sunnypilot car specific params
-    {"HyundaiRadarTracks", PERSISTENT},
-    {"HyundaiRadarTracksConfirmed", PERSISTENT},
-    {"HyundaiRadarTracksPersistent", PERSISTENT},
-    {"HyundaiRadarTracksToggle", PERSISTENT},
-
-    {"DynamicExperimentalControl", PERSISTENT},
+    {"EnableGithubRunner", PERSISTENT},
 };

 } // namespace
--- a/common/params.h
+++ b/common/params.h
@@ -16,7 +16,6 @@ enum ParamKeyType {
  CLEAR_ON_OFFROAD_TRANSITION = 0x10,
  DONT_LOG = 0x20,
  DEVELOPMENT_ONLY = 0x40,
-  BACKUP = 0x80,
  ALL = 0xFFFFFFFF
 };

--- a/common/pid.py
+++ b/common/pid.py
@@ -1,6 +1,9 @@
 import numpy as np
 from numbers import Number

+from openpilot.common.numpy_fast import clip, interp
+
+
 class PIDController:
  def __init__(self, k_p, k_i, k_f=0., k_d=0., pos_limit=1e308, neg_limit=-1e308, rate=100):
    self._k_p = k_p
@@ -25,15 +28,15 @@ class PIDController:

  @property
  def k_p(self):
-    return np.interp(self.speed, self._k_p[0], self._k_p[1])
+    return interp(self.speed, self._k_p[0], self._k_p[1])

  @property
  def k_i(self):
-    return np.interp(self.speed, self._k_i[0], self._k_i[1])
+    return interp(self.speed, self._k_i[0], self._k_i[1])

  @property
  def k_d(self):
-    return np.interp(self.speed, self._k_d[0], self._k_d[1])
+    return interp(self.speed, self._k_d[0], self._k_d[1])

  @property
  def error_integral(self):
@@ -61,10 +64,10 @@ class PIDController:

        # Clip i to prevent exceeding control limits
        control_no_i = self.p + self.d + self.f
-        control_no_i = np.clip(control_no_i, self.neg_limit, self.pos_limit)
-        self.i = np.clip(self.i, self.neg_limit - control_no_i, self.pos_limit - control_no_i)
+        control_no_i = clip(control_no_i, self.neg_limit, self.pos_limit)
+        self.i = clip(self.i, self.neg_limit - control_no_i, self.pos_limit - control_no_i)

    control = self.p + self.i + self.d + self.f

-    self.control = np.clip(control, self.neg_limit, self.pos_limit)
+    self.control = clip(control, self.neg_limit, self.pos_limit)
    return self.control
--- a/common/swaglog.cc
+++ b/common/swaglog.cc
@@ -26,9 +26,6 @@ public:
    zmq_setsockopt(sock, ZMQ_LINGER, &timeout, sizeof(timeout));
    zmq_connect(sock, Path::swaglog_ipc().c_str());

-    // workaround for https://github.com/dropbox/json11/issues/38
-    setlocale(LC_NUMERIC, "C");
-
    print_level = CLOUDLOG_WARNING;
    if (const char* print_lvl = getenv("LOGPRINT")) {
      if (strcmp(print_lvl, "debug") == 0) {
--- a/common/tests/test_numpy_fast.py
+++ b/common/tests/test_numpy_fast.py
@@ -0,0 +1,21 @@
+import numpy as np
+
+from openpilot.common.numpy_fast import interp
+
+
+class TestInterp:
+  def test_correctness_controls(self):
+    _A_CRUISE_MIN_BP = np.asarray([0., 5., 10., 20., 40.])
+    _A_CRUISE_MIN_V = np.asarray([-1.0, -.8, -.67, -.5, -.30])
+    v_ego_arr = [-1, -1e-12, 0, 4, 5, 6, 7, 10, 11, 15.2, 20, 21, 39,
+                 39.999999, 40, 41]
+
+    expected = np.interp(v_ego_arr, _A_CRUISE_MIN_BP, _A_CRUISE_MIN_V)
+    actual = interp(v_ego_arr, _A_CRUISE_MIN_BP, _A_CRUISE_MIN_V)
+
+    np.testing.assert_equal(actual, expected)
+
+    for v_ego in v_ego_arr:
+      expected = np.interp(v_ego, _A_CRUISE_MIN_BP, _A_CRUISE_MIN_V)
+      actual = interp(v_ego, _A_CRUISE_MIN_BP, _A_CRUISE_MIN_V)
+      np.testing.assert_equal(actual, expected)
--- a/common/time_helpers.py
+++ b/common/time_helpers.py
--- a/common/util.cc
+++ b/common/util.cc
@@ -255,29 +255,6 @@ bool ends_with(const std::string& s, const std::string& suffix) {
         strcmp(s.c_str() + (s.size() - suffix.size()), suffix.c_str()) == 0;
 }

-std::string strip(const std::string &str) {
-  auto should_trim = [](unsigned char ch) {
-    // trim whitespace or a null character
-    return std::isspace(ch) || ch == '\0';
-  };
-
-  size_t start = 0;
-  while (start < str.size() && should_trim(static_cast<unsigned char>(str[start]))) {
-    start++;
-  }
-
-  if (start == str.size()) {
-    return "";
-  }
-
-  size_t end = str.size() - 1;
-  while (end > 0 && should_trim(static_cast<unsigned char>(str[end]))) {
-    end--;
-  }
-
-  return str.substr(start, end - start + 1);
-}
-
 std::string check_output(const std::string& command) {
  char buffer[128];
  std::string result;
@@ -294,17 +271,4 @@ std::string check_output(const std::string& command) {
  return result;
 }

-bool system_time_valid() {
-  // Default to August 26, 2024
-  tm min_tm = {.tm_year = 2024 - 1900, .tm_mon = 7, .tm_mday = 26};
-  time_t min_date = mktime(&min_tm);
-
-  struct stat st;
-  if (stat("/lib/systemd/systemd", &st) == 0) {
-    min_date = std::max(min_date, st.st_mtime + 86400);  // Add 1 day (86400 seconds)
-  }
-
-  return time(nullptr) > min_date;
-}
-
 }  // namespace util
--- a/common/util.h
+++ b/common/util.h
@@ -74,7 +74,6 @@ float getenv(const char* key, float default_val);
 std::string hexdump(const uint8_t* in, const size_t size);
 bool starts_with(const std::string &s1, const std::string &s2);
 bool ends_with(const std::string &s, const std::string &suffix);
-std::string strip(const std::string &str);

 // ***** random helpers *****
 int random_int(int min, int max);
@@ -96,8 +95,6 @@ bool create_directories(const std::string &dir, mode_t mode);

 std::string check_output(const std::string& command);

-bool system_time_valid();
-
 inline void sleep_for(const int milliseconds) {
  if (milliseconds > 0) {
    std::this_thread::sleep_for(std::chrono::milliseconds(milliseconds));
--- a/docs/CARS.md
+++ b/docs/CARS.md
@@ -4,13 +4,13 @@

 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.

-# 290 Supported Cars
+# 289 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|26 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|26 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 2019-21|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 2019-21">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 USB-C coupler<br>- 1 VW J533 connector<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 USB-C coupler<br>- 1 VW J533 connector<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 USB-C coupler<br>- 1 VW J533 connector<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>||
@@ -56,7 +56,6 @@ A supported vehicle is one that just works when you install a comma device. All
 |Genesis|GV60 (Performance Trim) 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 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) 2022-23">Buy Here</a></sub></details>||
 |Genesis|GV70 (2.5T Trim, without HDA II) 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, without HDA II) 2022-23">Buy Here</a></sub></details>||
 |Genesis|GV70 (3.5T Trim, without HDA II) 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, without HDA II) 2022-23">Buy Here</a></sub></details>||
-|Genesis|GV70 Electrified (Australia Only) 2022[<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=Genesis&model=GV70 Electrified (Australia Only) 2022">Buy Here</a></sub></details>||
 |Genesis|GV70 Electrified (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=Genesis&model=GV70 Electrified (with HDA II) 2023">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>|
@@ -80,7 +79,7 @@ A supported vehicle is one that just works when you install a comma device. All
 |Honda|Odyssey 2018-20|Honda Sensing|openpilot|26 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|26 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|26 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 2017-25|Honda Sensing|openpilot|26 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 2017-25">Buy Here</a></sub></details>||
+|Honda|Ridgeline 2017-24|Honda Sensing|openpilot|26 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>||
@@ -88,11 +87,11 @@ A supported vehicle is one that just works when you install a comma device. All
 |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 2017-20|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 2017-20">Buy Here</a></sub></details>||
+|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 and Europe 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 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 and Europe only) 2022-24">Buy Here</a></sub></details>||
+|Hyundai|Ioniq 5 (Non-US 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 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 (Non-US only) 2022-24">Buy Here</a></sub></details>||
 |Hyundai|Ioniq 5 (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 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) 2022-24">Buy Here</a></sub></details>||
 |Hyundai|Ioniq 5 (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 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) 2022-24">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>||
@@ -128,7 +127,7 @@ A supported vehicle is one that just works when you install a comma device. All
 |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 2019-21|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 2019-21">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>||
@@ -260,7 +259,7 @@ A supported vehicle is one that just works when you install a comma device. All
 |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 2023-25|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 2023-25">Buy Here</a></sub></details>|<a href="https://youtu.be/4eIsEq4L4Ng" 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 USB-C coupler<br>- 1 VW J533 connector<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 USB-C coupler<br>- 1 VW J533 connector<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>|
@@ -295,7 +294,7 @@ A supported vehicle is one that just works when you install a comma device. All
 |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 USB-C coupler<br>- 1 VW J533 connector<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 USB-C coupler<br>- 1 VW J533 connector<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 USB-C coupler<br>- 1 VW J533 connector<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 2018-23|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 USB-C coupler<br>- 1 VW J533 connector<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 2018-23">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 USB-C coupler<br>- 1 VW J533 connector<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 USB-C coupler<br>- 1 VW J533 connector<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 USB-C coupler<br>- 1 VW J533 connector<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>||

--- a/docs/CONTRIBUTING.md
+++ b/docs/CONTRIBUTING.md
@@ -63,12 +63,3 @@ A good pull request has all of the following:
 * 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).
-
-## Contributing Training Data
-
-### A guide for forks
-
-In order for your fork's data to be eligible for the training set:
-* **Your cereal messaging structs must be [compatible](../cereal#custom-forks)**
-* **The definitions of all the stock messaging structs must not change**: Do not change how any of the fields are set, including everything from `selfdriveState.enabled` to `carState.steeringAngleDeg`. Instead, create your own structs and set them however you'd like.
-* **Do not include cars that are not supported in upstream platforms**: Instead, create new opendbc platforms for cars that you'd like to support outside of upstream, even if it's just a trim-level difference.
--- a/docs/how-to/connect-to-comma.md
+++ b/docs/how-to/connect-to-comma.md
@@ -29,22 +29,6 @@ Here's an example command for connecting to your device using its tethered conne

 For doing development work on device, it's recommended to use [SSH agent forwarding](https://docs.github.com/en/developers/overview/using-ssh-agent-forwarding).

-
-## ADB
-
-In order to use ADB on your device, you'll need to enable it in the device's settings.
-
-* Enable ADB in your device's settings
-* Connect to your device
-    * `adb shell` over USB
-    * `adb connect` over WiFi
-    * Here's an example command for connecting to your device using its tethered connection: `adb connect 192.168.43.1:5555`
-
-> [!NOTE]
-> The default port for ADB is 5555 on the comma 3/3X.
-
-For more info on ADB, see the [Android Debug Bridge (ADB) documentation](https://developer.android.com/tools/adb).
-
 ### Notes

 The public keys are only fetched from your GitHub account once. In order to update your device's authorized keys, you'll need to re-enter your GitHub username.
--- a/launch_env.sh
+++ b/launch_env.sh
@@ -7,7 +7,7 @@ export OPENBLAS_NUM_THREADS=1
 export VECLIB_MAXIMUM_THREADS=1

 if [ -z "$AGNOS_VERSION" ]; then
-  export AGNOS_VERSION="11.6"
+  export AGNOS_VERSION="11.4"
 fi

 export STAGING_ROOT="/data/safe_staging"
--- a/2
+++ b/2
--- a/2
+++ b/2
--- a/2
+++ b/2
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -103,6 +103,7 @@ dev = [
  "lru-dict",
  "matplotlib",
  "parameterized >=0.8, <0.9",
+  #"pprofile",
  "pyautogui",
  "pyopencl; platform_machine != 'aarch64'", # broken on arm64
  "pytools < 2024.1.11; platform_machine != 'aarch64'", # pyopencl use a broken version
@@ -111,10 +112,13 @@ dev = [
  "tabulate",
  "types-requests",
  "types-tabulate",
+
+  # this is only pinned since 5.15.11 is broken
+  "pyqt5 ==5.15.2; platform_machine == 'x86_64'", # no aarch64 wheels for macOS/linux
 ]

 tools = [
-  "metadrive-simulator @ https://github.com/commaai/metadrive/releases/download/MetaDrive-minimal-0.4.2.4/metadrive_simulator-0.4.2.4-py3-none-any.whl ; (platform_machine != 'aarch64')",
+  "metadrive-simulator @ https://github.com/commaai/metadrive/releases/download/MetaDrive-minimal/metadrive_simulator-0.4.2.3-py3-none-any.whl ; (platform_machine != 'aarch64')",
  "rerun-sdk >= 0.18",
 ]

@@ -159,13 +163,12 @@ testpaths = [
  "tools/replay",
  "tools/cabana",
  "cereal/messaging/tests",
-  "sunnypilot",
 ]

 [tool.codespell]
 quiet-level = 3
 # if you've got a short variable name that's getting flagged, add it here
-ignore-words-list = "bu,ro,te,ue,alo,hda,ois,nam,nams,ned,som,parm,setts,inout,warmup,bumb,nd,sie,preints,whit,indexIn,ws,uint,grey,deque,stdio,amin,BA,LITE,atEnd,UIs,errorString,arange,FocusIn,od,tim,relA,hist,copyable,jupyter,thead,TGE,abl"
+ignore-words-list = "bu,ro,te,ue,alo,hda,ois,nam,nams,ned,som,parm,setts,inout,warmup,bumb,nd,sie,preints,whit,indexIn,ws,uint,grey,deque,stdio,amin,BA,LITE,atEnd,UIs,errorString,arange,FocusIn,od,tim,relA,hist,copyable,jupyter,thead"
 builtin = "clear,rare,informal,code,names,en-GB_to_en-US"
 skip = "./third_party/*, ./tinygrad/*, ./tinygrad_repo/*, ./msgq/*, ./panda/*, ./opendbc/*, ./opendbc_repo/*, ./rednose/*, ./rednose_repo/*, ./teleoprtc/*, ./teleoprtc_repo/*, *.ts, uv.lock, *.onnx, ./cereal/gen/*, */c_generated_code/*"

--- a/release/ci/install_github_runner.sh
+++ b/release/ci/install_github_runner.sh
@@ -4,7 +4,6 @@ set -e
 # Default values
 DEFAULT_REPO_URL="https://github.com/sunnypilot"
 START_AT_BOOT=false
-RESTORE_MODE=false

 # Parse command line arguments
 while [[ $# -gt 0 ]]; do
@@ -21,10 +20,6 @@ while [[ $# -gt 0 ]]; do
            REPO_URL="$2"
            shift 2
            ;;
-        --restore)
-            RESTORE_MODE=true
-            shift
-            ;;
        *)
            if [ -z "$GITHUB_TOKEN" ]; then
                GITHUB_TOKEN="$1"
@@ -36,6 +31,19 @@ while [[ $# -gt 0 ]]; do
    esac
 done

+# Check required arguments
+if [ -z "$GITHUB_TOKEN" ]; then
+    echo "Usage: $0 [--start-at-boot] [--token <github_token>] [--repo <repository_url>]"
+    echo "Required argument: github_token"
+    echo "Optional arguments:"
+    echo "  --start-at-boot    Enable auto-start at boot (default: false)"
+    echo "  --repo            Repository URL (default: ${DEFAULT_REPO_URL})"
+    exit 1
+fi
+
+# Set repository URL if not provided
+REPO_URL="${REPO_URL:-$DEFAULT_REPO_URL}"
+
 # Determine BASE_DIR based on mount point
 if mountpoint -q /data/media; then
    BASE_DIR="/data/media/0/github"
@@ -52,19 +60,20 @@ LOGS_DIR="${BASE_DIR}/logs"
 CACHE_DIR="${BASE_DIR}/cache"
 OPENPILOT_DIR="${BASE_DIR}/openpilot"

-# Basic utility functions (no dependencies)
-remount_rw() {
-    sudo mount -o remount,rw /
+create_directories() {
+    sudo mkdir -p "$RUNNER_DIR" "$BUILDS_DIR" "$LOGS_DIR" "$CACHE_DIR" "$OPENPILOT_DIR"
+    mkdir -p "/data/openpilot"
+    sudo chown -R comma:comma "/data/openpilot"
 }

-remount_ro() {
-    sync || true  # Try to sync but continue even if it fails
-    sudo mount -o remount,ro /  # Always try to remount as read-only
+download_and_setup_runner() {
+    cd "$RUNNER_DIR"
+    curl -o actions-runner-linux-arm64-2.321.0.tar.gz -L https://github.com/actions/runner/releases/download/v2.321.0/actions-runner-linux-arm64-2.321.0.tar.gz
+    tar xzf ./actions-runner-linux-arm64-2.321.0.tar.gz
+    rm ./actions-runner-linux-arm64-2.321.0.tar.gz
+    chmod +x ./config.sh
 }

-# Always ensure we try to remount as read-only on exit
-trap remount_ro EXIT
-
 setup_runner_user() {
    sudo useradd --comment 'GitHub Runner' --create-home --home-dir ${BASE_DIR} ${RUNNER_USER} --shell /bin/bash -G ${USER_GROUPS} || sudo usermod -aG ${USER_GROUPS} ${RUNNER_USER}
    export BASE_DIR
@@ -75,45 +84,18 @@ create_sudoers_entry() {
    sudo grep -qxF "${RUNNER_USER} ALL=(ALL) NOPASSWD: ALL" /etc/sudoers || echo "${RUNNER_USER} ALL=(ALL) NOPASSWD: ALL" | sudo tee -a /etc/sudoers
 }

+configure_runner() {
+    cd "$RUNNER_DIR"
+    sudo -u ${RUNNER_USER} ./config.sh --url "$REPO_URL" --token "$GITHUB_TOKEN" --name $(hostname) --runnergroup "tici-tizi" --labels "tici" --work "$BUILDS_DIR" --unattended
+}
+
 set_directory_permissions() {
    sudo chown -R ${RUNNER_USER}:comma "$BASE_DIR"
    sudo chmod g+rwx "$BASE_DIR"
    sudo chmod g+s "$BASE_DIR"
 }

-setup_directories() {
-    echo "Creating necessary directories..."
-    sudo mkdir -p "$RUNNER_DIR" "$BUILDS_DIR" "$LOGS_DIR" "$CACHE_DIR" "$OPENPILOT_DIR"
-    mkdir -p "/data/openpilot"
-    sudo chown -R comma:comma "/data/openpilot"
-}
-
-# System configuration functions (depends on basic utility functions)
-setup_system_configs() {
-    echo "Setting up system configurations..."
-    setup_runner_user
-    create_sudoers_entry
-    set_directory_permissions
-}
-
-# Runner setup functions
-install_runner() {
-    echo "Downloading and setting up runner..."
-    cd "$RUNNER_DIR"
-    curl -o actions-runner-linux-arm64-2.321.0.tar.gz -L https://github.com/actions/runner/releases/download/v2.321.0/actions-runner-linux-arm64-2.321.0.tar.gz
-    tar xzf ./actions-runner-linux-arm64-2.321.0.tar.gz
-    rm ./actions-runner-linux-arm64-2.321.0.tar.gz
-    chmod +x ./config.sh
-}
-
-configure_runner() {
-    echo "Configuring runner..."
-    cd "$RUNNER_DIR"
-    sudo -u ${RUNNER_USER} ./config.sh --url "$REPO_URL" --token "$GITHUB_TOKEN" --name $(hostname) --runnergroup "tici-tizi" --labels "tici" --work "$BUILDS_DIR" --unattended
-}
-
-create_service_template() {
-    echo "Creating service template..."
+modify_service_template() {
    cat <<EOL > "$RUNNER_DIR/bin/actions.runner.service.template"
 [Unit]
 Description={{Description}}
@@ -138,116 +120,28 @@ WantedBy=multi-user.target
 EOL
 }

-install_service() {
-    echo "Installing systemd service..."
-    cd "$RUNNER_DIR"
-    sudo ./svc.sh install $RUNNER_USER
+# Make filesystem writable
+sudo mount -o remount,rw /

-    if [ "$START_AT_BOOT" = false ]; then
-        local service_name
-        if [ -f "${RUNNER_DIR}/.service" ]; then
-            service_name=$(cat "${RUNNER_DIR}/.service")
-        else
-            service_name="actions.runner.sunnypilot.$(uname -n)"
-        fi
-        sudo systemctl disable "${service_name}"
-    fi
-}
+# Ensure filesystem is remounted as read-only on script exit
+trap "sudo mount -o remount,ro /" EXIT

-check_restore_prerequisites() {
-    local needs_restore=false
-    local can_restore=false
-    local service_name=""
+# Execute installation steps
+setup_runner_user
+create_sudoers_entry
+create_directories
+download_and_setup_runner
+modify_service_template
+configure_runner
+set_directory_permissions

-    # Check if base runner directory exists
-    if [ ! -d "${RUNNER_DIR}" ]; then
-        echo "ERROR: Runner directory ${RUNNER_DIR} does not exist"
-        echo "This directory is required for restore operations"
-        exit 1
-    fi
+# Install and start service using built-in installer
+cd "$RUNNER_DIR"
+sudo ./svc.sh install $RUNNER_USER

-    # First check if we have the required files for restoration
-    if [ -f "${RUNNER_DIR}/.credentials" ] && [ -f "${RUNNER_DIR}/.service" ]; then
-        can_restore=true
-        service_name=$(cat "${RUNNER_DIR}/.service")
-        echo "Found required runner configuration files"
-    else
-        echo "Missing required runner configuration files"
-        echo "Required: .credentials and .service files in ${RUNNER_DIR}"
-        exit 1
-    fi
+# Handle auto-start configuration
+if [ "$START_AT_BOOT" = false ]; then
+    sudo systemctl disable actions.runner.sunnypilot.$(uname -n)
+fi

-    # Then check if restoration is needed (if either service or user is missing)
-    if ! systemctl list-unit-files "${service_name}" &>/dev/null; then
-        echo "Service ${service_name} not found in systemd"
-        needs_restore=true
-    fi
-
-    if ! id "${RUNNER_USER}" &>/dev/null; then
-        echo "User ${RUNNER_USER} does not exist"
-        needs_restore=true
-    fi
-
-    # Only proceed if we can restore AND need to restore
-    if [ "$can_restore" = true ] && [ "$needs_restore" = true ]; then
-        echo "Restoration is needed and possible"
-        return 0
-    else
-        if [ "$needs_restore" = false ]; then
-            echo "System is already properly configured (user and service exist)"
-        fi
-        exit 0
-    fi
-}
-
-perform_restore() {
-    echo "Starting runner restoration..."
-    setup_directories
-    remount_rw
-    setup_system_configs
-    install_service
-    remount_ro
-    echo "Runner restoration completed successfully"
-}
-
-perform_install() {
-    echo "Starting fresh installation..."
-    setup_directories
-    install_runner
-    create_service_template
-    remount_rw
-    setup_system_configs
-    configure_runner
-    install_service
-    remount_ro
-    echo "Installation completed successfully"
-}
-
-main() {
-    if [ "$RESTORE_MODE" = true ]; then
-        echo "Running in restore mode - will only restore system configurations..."
-        check_restore_prerequisites
-        perform_restore
-    else
-        # Check required arguments for normal installation
-        if [ -z "$GITHUB_TOKEN" ]; then
-            echo "Usage: $0 [--start-at-boot] [--token <github_token>] [--repo <repository_url>] [--restore]"
-            echo "Required argument (except for --restore): github_token"
-            echo "Optional arguments:"
-            echo "  --start-at-boot    Enable auto-start at boot (default: false)"
-            echo "  --repo            Repository URL (default: ${DEFAULT_REPO_URL})"
-            echo "  --restore         Restore existing runner configuration"
-            exit 1
-        fi
-
-        # Set repository URL if not provided
-        REPO_URL="${REPO_URL:-$DEFAULT_REPO_URL}"
-        perform_install
-    fi
-
-    echo "Starting runner service..."
-    cd "$RUNNER_DIR"
-    sudo ./svc.sh start
-}
-
-main
+sudo ./svc.sh start
--- a/release/ci/squash_and_merge.py
+++ b/release/ci/squash_and_merge.py
@@ -1,361 +0,0 @@
-#!/usr/bin/env python3
-import argparse
-import subprocess
-import sys
-import shutil
-import signal
-import contextlib
-import tempfile
-import os
-
-
-def run_command(command: str) -> tuple[int, str, str]:
-  """Run a shell command and return exit code, stdout, and stderr."""
-  process = subprocess.Popen(
-    command,
-    shell=True,
-    stdout=subprocess.PIPE,
-    stderr=subprocess.PIPE,
-    text=True
-  )
-  stdout, stderr = process.communicate()
-  return process.returncode, stdout.strip(), stderr.strip()
-
-
-def is_gh_available() -> bool:
-  """Check if GitHub CLI is available."""
-  return shutil.which('gh') is not None
-
-
-def get_current_branch() -> str | None:
-  """Get the name of the current git branch."""
-  code, output, error = run_command("git rev-parse --abbrev-ref HEAD")
-  if code != 0:
-    print(f"Error getting current branch: {error}")
-    return None
-  return output
-
-
-def backup_branch(branch_name: str) -> bool:
-  """Create a backup of the current branch."""
-  backup_name = f"{branch_name}-backup-$(date +%Y%m%d_%H%M%S)"
-  code, _, error = run_command(f"git branch {backup_name}")
-  if code != 0:
-    print(f"Error creating backup branch: {error}")
-    return False
-  print(f"Created backup branch: {backup_name}")
-  return True
-
-
-def get_commit_messages(source_branch: str, target_branch: str) -> list[str] | None:
-  """Get all commit messages between source and target branches."""
-  code, output, error = run_command(f"git log {target_branch}..{source_branch} --format=%B")
-  if code != 0:
-    print(f"Error getting commit messages: {error}")
-    return None
-  return [msg.strip() for msg in output.splitlines() if msg and not msg.startswith('Merge')]
-
-
-def get_pr_info(branch_name: str) -> str | None:
-  """Get PR title using GitHub CLI."""
-  if not is_gh_available():
-    print("Warning: GitHub CLI not found. Install it to auto-fetch PR titles:")
-    print("  https://cli.github.com/")
-    return None
-
-  # Try to get PR info using gh cli
-  code, output, error = run_command(f"gh pr view --json title --jq .title {branch_name}")
-  if code != 0:
-    print(f"No open PR found for branch '{branch_name}'")
-    return None
-
-  return output
-
-
-def create_squash_message(pr_title: str | None, commit_messages: list[str], source_branch: str) -> str:
-  """Create a squash commit message from PR title and commit messages."""
-  parts = []
-
-  # Add PR title if provided
-  if pr_title:
-    parts.append(pr_title)
-  else:
-    parts.append(f"Squashed changes from {source_branch}")
-  parts.append("")  # Empty line after title
-
-  # Add original commits section
-  if commit_messages:
-    parts.append("Original commits:")
-    parts.append("")  # Empty line before list
-    parts.extend(f"* {msg}" for msg in commit_messages)
-
-  return '\n'.join(parts)
-
-
-def prompt_for_title() -> str:
-  """Prompt user for a commit title."""
-  return input("Enter commit title (or press Enter to use default): ").strip()
-
-
-@contextlib.contextmanager
-def workspace_manager(original_branch: str):
-  """Context manager to handle workspace state and cleanup."""
-  stash_created = False
-  stash_restored = False
-  temp_branch: str | None = None
-
-  def cleanup_handler(signum=None, frame=None):
-    """Clean up workspace state."""
-    nonlocal temp_branch, stash_created, stash_restored
-    try:
-      if signum and stash_restored:
-        # If we're handling Ctrl+C but stash was already restored,
-        # just clean up branches and exit
-        current = get_current_branch()
-        if current and current != original_branch:
-          run_command(f"git checkout {original_branch}")
-        if temp_branch:
-          run_command(f"git branch -D {temp_branch}")
-        print("\nOperation interrupted, but changes were already restored.")
-        sys.exit(3)
-
-      # First, switch back to original branch
-      current = get_current_branch()
-      if current and current != original_branch:
-        run_command(f"git checkout {original_branch}")
-
-      # Then clean up temp branch
-      if temp_branch:
-        run_command(f"git branch -D {temp_branch}")
-
-      # Finally, restore stash if needed - AFTER switching branches
-      if stash_created and not stash_restored:
-        print("Restoring your uncommitted changes...")
-        code, stash_list, _ = run_command("git stash list")
-        if code == 0 and "Automatic stash by squash script" in stash_list:
-          run_command("git stash pop")
-          stash_restored = True
-          stash_created = False
-
-      if signum:
-        print("\nOperation interrupted. Cleaned up and restored original state.")
-        sys.exit(4)
-
-    except Exception as e:
-      print(f"Error during cleanup: {e}")
-      if signum:
-        sys.exit(5)
-
-  try:
-    # Set up signal handlers
-    signal.signal(signal.SIGINT, cleanup_handler)
-    signal.signal(signal.SIGTERM, cleanup_handler)
-
-    # Check for changes (including untracked files)
-    code, output, _ = run_command("git status --porcelain")
-    if output:
-      print("Stashing uncommitted changes...")
-      run_command("git stash push -u -m 'Automatic stash by squash script'")
-      stash_created = True
-
-    yield lambda x: setattr(x, 'temp_branch', temp_branch)
-
-  except Exception as e:
-    print(f"\nError occurred: {str(e)}")
-    cleanup_handler()
-    raise
-  finally:
-    cleanup_handler()
-
-
-def create_commit_with_message(message: str) -> bool:
-  """Create a commit with the given message using a temporary file."""
-  try:
-    with tempfile.NamedTemporaryFile(mode='w', delete=False) as f:
-      f.write(message)
-      temp_path = f.name
-
-    # Use the temporary file for the commit message
-    code, _, error = run_command(f"git commit -F {temp_path}")
-    os.unlink(temp_path)  # Clean up the temp file
-
-    if code != 0:
-      print(f"Error creating commit: {error}")
-      return False
-    return True
-  except Exception as e:
-    print(f"Error handling commit message: {e}")
-    if os.path.exists(temp_path):
-      os.unlink(temp_path)
-    return False
-
-
-def squash_and_merge(source_branch: str, target_branch: str, manual_title: str | None, backup: bool = False, push: bool = False) -> bool:
-  """
-  Squash the source branch and merge into target branch.
-  """
-  # Get original branch right away
-  original_branch = get_current_branch()
-  if not original_branch:
-    return False
-
-  class State:
-    temp_branch: str | None = None
-
-  state = State()
-
-  with workspace_manager(original_branch) as set_temp_branch:
-    # Validate source branch exists
-    code, _, error = run_command(f"git rev-parse --verify {source_branch}")
-    if code != 0:
-      print(f"Error: Source branch {source_branch} not found")
-      return False
-
-    if source_branch == target_branch:
-      print(f"Error: Source and target branches cannot be the same ({source_branch})")
-      return False
-
-    # Ensure target branch exists
-    code, _, error = run_command(f"git rev-parse --verify {target_branch}")
-    if code != 0:
-      print(f"Error: Target branch {target_branch} not found")
-      return False
-
-    # Find merge base
-    code, merge_base, error = run_command(f"git merge-base {target_branch} {source_branch}")
-    if code != 0:
-      print(f"Error finding merge base: {error}")
-      return False
-
-    # Create backup unless explicitly skipped
-    if backup and not backup_branch(source_branch):
-      return False
-
-    # Get commit messages
-    commit_messages = get_commit_messages(source_branch, target_branch)
-    if commit_messages is None:
-      return False
-
-    # Get title (priority: manual title > PR title > prompt user)
-    title = manual_title
-    if not title:
-      title = get_pr_info(source_branch)
-    if not title:
-      title = prompt_for_title()
-
-    try:
-      # Create and switch to temporary branch
-      temp_branch = f"temp-squash-{source_branch}"
-      state.temp_branch = temp_branch
-      set_temp_branch(state)
-
-      print(f"\nCreating temporary branch {temp_branch}...")
-      code, _, error = run_command(f"git checkout -b {temp_branch} {source_branch}")
-      if code != 0:
-        print(f"Error creating temp branch: {error}")
-        return False
-
-      print("Preparing squash by resetting temporary branch to merge base...")
-      code, _, error = run_command(f"git reset --soft {merge_base}")
-      if code != 0:
-        print(f"Error resetting for squash: {error}")
-        return False
-
-      # Create commit with message
-      print("Creating squash commit...")
-      squash_message = create_squash_message(title, commit_messages, source_branch)
-      if not create_commit_with_message(squash_message):
-        return False
-
-      # Switch to target and try merge
-      print(f"\nSwitching to target branch {target_branch}...")
-      code, _, error = run_command(f"git checkout {target_branch}")
-      if code != 0:
-        print(f"Error checking out target branch: {error}")
-        return False
-
-      print(f"Attempting to merge changes from {temp_branch}...")
-      code, _, error = run_command(f"git rebase {temp_branch}")
-
-      if code != 0:
-        print(f"\nMerge failed with error: {error}")
-        print("\nThe squash was successful, and your changes are preserved in the temporary branch.")
-        print("To complete the merge manually, follow these steps:")
-        print(f"\n1. Your squashed changes are in branch: '{temp_branch}'")
-        print(f"2. The target branch is: '{target_branch}'")
-        print("\nTo resolve the conflicts:")
-        print(f"   git checkout {target_branch}")
-        print(f"   git merge {temp_branch}")
-        print("   # resolve conflicts in your editor")
-        print("   git add <resolved-files>")
-        print("   git commit")
-        print(f"   git push origin {target_branch}  # when ready to push")
-        print("\nTo clean up after successful merge:")
-        print(f"   git branch -D {temp_branch}")
-
-        # Make sure to abort the merge
-        print("\nAborting current merge attempt...")
-        run_command("git merge --abort")
-
-        # Return to original branch, but keep temp branch
-        print(f"Returning to {original_branch}...")
-        run_command(f"git checkout {original_branch}")
-        return False
-
-      # Clean up temp branch on success
-      run_command(f"git branch -D {temp_branch}")
-
-      # Push if requested
-      if push:
-        code, _, error = run_command(f"git push origin {target_branch}")
-        if code != 0:
-          print(f"Error pushing to {target_branch}: {error}")
-          return False
-        print(f"Successfully pushed to {target_branch}")
-      else:
-        print(f"Changes squashed and merged into {target_branch} locally")
-        print(f"To push the changes: git push origin {target_branch}")
-
-      # Return to original branch
-      code, _, error = run_command(f"git checkout {original_branch}")
-      if code != 0:
-        print(f"Warning: Failed to return to original branch: {error}")
-        return False
-
-      return True
-
-    except Exception as e:
-      print(f"Error during squash process: {e}")
-      return False
-
-
-def main():
-  parser = argparse.ArgumentParser(
-    description='Squash branch and merge into target branch'
-  )
-  parser.add_argument('--target', '-t', required=True,
-                      help='Target branch to merge changes into')
-  parser.add_argument('--source', '-s',
-                      help='Source branch to squash (default: current branch)')
-  parser.add_argument('--title', '-m',
-                      help='Optional manual title (overrides PR title)')
-  parser.add_argument('--backup', action='store_true',
-                      help='Creates a backup branch for the source branch')
-  parser.add_argument('--push', action='store_true',
-                      help='Push changes to remote after squashing')
-
-  args, unknown = parser.parse_known_args()
-
-  # Determine source branch early
-  source_branch = args.source
-  if not source_branch:
-    source_branch = get_current_branch()
-    if not source_branch:
-      sys.exit(1)
-
-  if not squash_and_merge(source_branch, args.target, args.title, args.backup, args.push):
-    sys.exit(2)
-
-
-if __name__ == "__main__":
-  main()
--- a/release/ci/squash_and_merge_prs.py
+++ b/release/ci/squash_and_merge_prs.py
@@ -1,163 +0,0 @@
-#!/usr/bin/env python3
-
-import subprocess
-import sys
-import os
-import argparse
-import json
-from datetime import datetime
-
-
-def setup_argument_parser():
-    parser = argparse.ArgumentParser(description='Process and squash GitHub PRs')
-    parser.add_argument('--pr-data', type=str, help='PR data in JSON format')
-    parser.add_argument('--source-branch', type=str, default='master-new',
-                        help='Source branch for merging')
-    parser.add_argument('--target-branch', type=str, default='master-dev-c3-new-test',
-                        help='Target branch for merging')
-    parser.add_argument('--squash-script-path', type=str, required=True,
-                        help='Path to the squash_and_merge.py script')
-    return parser
-
-
-def validate_squash_script(script_path):
-    if not os.path.isfile(script_path):
-        raise FileNotFoundError(f"Squash script not found at: {script_path}")
-    if not os.access(script_path, os.X_OK):
-        raise PermissionError(f"Squash script is not executable: {script_path}")
-
-
-def sort_prs_by_creation(pr_data):
-    """Sort PRs by creation date"""
-    nodes = (pr_data.get('data', {}).get('search', {}).get('nodes', []))
-
-    return sorted(
-        nodes,
-        key=lambda x: datetime.fromisoformat(x.get('createdAt', '').replace('Z', '+00:00'))
-    )
-
-
-def add_pr_comment(pr_number, comment):
-    """Add a comment to a PR using gh cli"""
-    try:
-        subprocess.run(
-            ['gh', 'pr', 'comment', str(pr_number), '--body', comment],
-            check=True,
-            capture_output=True,
-            text=True
-        )
-    except subprocess.CalledProcessError as e:
-        print(f"Failed to add comment to PR #{pr_number}: {e.stderr}")
-
-
-def validate_pr(pr):
-    """Validate a PR and return (is_valid, skip_reason)"""
-    pr_number = pr.get('number', 'UNKNOWN')
-    branch = pr.get('headRefName', '')
-
-    if not branch:
-        return False, f"Missing branch name for PR #{pr_number}"
-
-    # Check if checks have passed
-    commits = pr.get('commits', {}).get('nodes', [])
-    if not commits:
-        return False, "No commit data found"
-
-    status = commits[0].get('commit', {}).get('statusCheckRollup', {})
-    if not status or status.get('state') != 'SUCCESS':
-        return False, "Not all checks have passed"
-
-    # Check for merge conflicts
-    merge_status = subprocess.run(['gh', 'pr', 'view', str(pr_number), '--json', 'mergeable,mergeStateStatus'], capture_output=True, text=True)
-    merge_data = json.loads(merge_status.stdout)
-    if not merge_data.get('mergeable'):
-        return False, "Merge conflicts detected"
-
-    if (mergeStateStatus := merge_data.get('mergeStateStatus')) == "BEHIND":
-        return False, f"Branch is `{mergeStateStatus}`"
-
-    return True, None
-
-
-def process_pr(pr_data, source_branch, target_branch, squash_script_path):
-    try:
-        nodes = sort_prs_by_creation(pr_data)
-        if not nodes:
-            print("No PRs to squash")
-            return 0
-
-        print(f"Deleting target branch {target_branch}")
-        subprocess.run(['git', 'branch', '-D', target_branch], check=False)
-        subprocess.run(['git', 'branch', target_branch, f'origin/{source_branch}'], check=True)
-        success_count = 0
-        for pr in nodes:
-            pr_number = pr.get('number', 'UNKNOWN')
-            branch = pr.get('headRefName', '')
-            title = pr.get('title', '')
-            is_valid, skip_reason = validate_pr(pr)
-
-            if not is_valid:
-                print(f"Warning: {skip_reason} for PR #{pr_number}, skipping")
-                add_pr_comment(pr_number, f"⚠️ This PR was skipped in the automated `{target_branch}` squash because {skip_reason}.")
-                continue
-
-            try:
-                # Fetch PR branch
-                subprocess.run(['git', 'fetch', 'origin', branch], check=True)
-                # Delete branch if it exists (ignore errors if it doesn't)
-                subprocess.run(['git', 'branch', '-D', branch], check=False)
-                # Create new branch pointing to origin's branch
-                subprocess.run(['git', 'branch', branch, f'origin/{branch}'], check=True)
-
-                # Run squash script
-                subprocess.run([
-                    squash_script_path,
-                    '--target', target_branch,
-                    '--source', branch,
-                    '--title', f"{title} (#{pr_number})",
-                ], check=True)
-
-                print(f"Successfully processed PR #{pr_number}")
-                success_count += 1
-
-            except subprocess.CalledProcessError as e:
-                print(f"Error processing PR #{pr_number}:")
-                print(f"Command failed with exit code {e.returncode}")
-                error_output = getattr(e, 'stderr', 'No error output available')
-                print(f"Error output: {error_output}")
-                add_pr_comment(pr_number, f"⚠️ Error during automated {target_branch} squash:\n```\n{error_output}\n```")
-                continue
-            except Exception as e:
-                print(f"Unexpected error processing PR #{pr_number}: {str(e)}")
-                continue
-
-        return success_count
-
-    except Exception as e:
-        import traceback
-        print(f"Error in process_pr: {str(e)}")
-        print("Full traceback:")
-        print(traceback.format_exc())
-        return 0
-
-
-def main():
-    parser = setup_argument_parser()
-    try:
-        args = parser.parse_args()
-        validate_squash_script(args.squash_script_path)
-        pr_data_json = json.loads(args.pr_data)
-
-        # Process the PRs
-        success_count = process_pr(pr_data_json, args.source_branch, args.target_branch, args.squash_script_path)
-        print(f"Successfully processed {success_count} PRs")
-
-    except Exception as e:
-        print(f"Fatal error: {str(e)}", file=sys.stderr)
-        return 1
-
-    return 0
-
-
-if __name__ == "__main__":
-    sys.exit(main())
--- a/release/release_files.py
+++ b/release/release_files.py
@@ -6,11 +6,41 @@ from pathlib import Path
 HERE = os.path.abspath(os.path.dirname(__file__))
 ROOT = HERE + "/.."

+# blacklisting is for two purposes:
+# - minimizing release download size
+# - keeping the diff readable
 blacklist = [
-  ".git/",
+  "panda/drivers/",
+  "panda/examples/",
+  "panda/tests/safety/",
+
+  "opendbc_repo/dbc/.*.dbc$",
+  "opendbc_repo/dbc/generator/",
+
+  "cereal/.*test.*",
+  "^common/tests/",
+
+  # particularly large text files
+  "uv.lock",
+  "third_party/catch2",
+  "selfdrive/car/tests/test_models.*",
+
+  "^tools/",
+  "^tinygrad_repo/",

  "matlab.*.md",

+  ".git/",
+  ".github/",
+  ".devcontainer/",
+  "Darwin/",
+  ".vscode",
+
+  # common things
+  "LICENSE",
+  "Dockerfile",
+  ".pre-commit",
+
  # no LFS or submodules in release
  ".lfsconfig",
  ".gitattributes",
@@ -18,10 +48,153 @@ blacklist = [
  ".gitmodules",
 ]

-# gets you through the blacklist
-whitelist: list[str] = [
+# Sunnypilot blacklist
+sunnypilot_blacklist = [
+  "system/loggerd/sunnylink_uploader.py",  # Temporarily, until we are ready to roll it out widely
+  ".idea/",
+  ".run/",
+  ".*__pycache__/.*",
+  ".*\\.pyc",
+  "teleoprtc/*",
+  "third_party/snpe/x86_64/*",
+  "body/board/canloader.py",
+  "body/board/flash_base.sh",
+  "body/board/flash_knee.sh",
+  "body/board/recover.sh",
+  ".*/test/",
+  ".*/tests/",
+  ".*tinygrad_repo/tinygrad/renderer/",
+  "README.md",
+  ".*internal/",
+  "docs/.*",
+  ".sconsign.dblite",
+  "release/ci/scons_cache/",
+  ".gitlab-ci.yml",
+  ".clang-tidy",
+  ".dockerignore",
+  ".editorconfig",
+  ".python-version",
+  "SECURITY.md",
+  "codecov.yml",
+  "conftest.py",
+  "poetry.lock",
+  ".venv/",
 ]

+# Merge the blacklists
+blacklist += sunnypilot_blacklist
+
+# gets you through the blacklist
+whitelist = [
+  "tools/lib/",
+  "tools/bodyteleop/",
+  "tools/joystick/",
+  "tools/longitudinal_maneuvers/",
+
+  "tinygrad_repo/examples/openpilot/compile3.py",
+  "tinygrad_repo/extra/onnx.py",
+  "tinygrad_repo/extra/onnx_ops.py",
+  "tinygrad_repo/extra/thneed.py",
+  "tinygrad_repo/extra/utils.py",
+  "tinygrad_repo/tinygrad/codegen/kernel.py",
+  "tinygrad_repo/tinygrad/codegen/linearizer.py",
+  "tinygrad_repo/tinygrad/features/image.py",
+  "tinygrad_repo/tinygrad/features/search.py",
+  "tinygrad_repo/tinygrad/nn/*",
+  "tinygrad_repo/tinygrad/renderer/cstyle.py",
+  "tinygrad_repo/tinygrad/renderer/opencl.py",
+  "tinygrad_repo/tinygrad/runtime/lib.py",
+  "tinygrad_repo/tinygrad/runtime/ops_cpu.py",
+  "tinygrad_repo/tinygrad/runtime/ops_disk.py",
+  "tinygrad_repo/tinygrad/runtime/ops_gpu.py",
+  "tinygrad_repo/tinygrad/shape/*",
+  "tinygrad_repo/tinygrad/.*.py",
+
+  # TODO: do this automatically
+  "opendbc_repo/dbc/comma_body.dbc",
+  "opendbc_repo/dbc/chrysler_ram_hd_generated.dbc",
+  "opendbc_repo/dbc/chrysler_ram_dt_generated.dbc",
+  "opendbc_repo/dbc/chrysler_pacifica_2017_hybrid_generated.dbc",
+  "opendbc_repo/dbc/chrysler_pacifica_2017_hybrid_private_fusion.dbc",
+  "opendbc_repo/dbc/gm_global_a_powertrain_generated.dbc",
+  "opendbc_repo/dbc/gm_global_a_object.dbc",
+  "opendbc_repo/dbc/gm_global_a_chassis.dbc",
+  "opendbc_repo/dbc/FORD_CADS.dbc",
+  "opendbc_repo/dbc/ford_fusion_2018_adas.dbc",
+  "opendbc_repo/dbc/ford_lincoln_base_pt.dbc",
+  "opendbc_repo/dbc/honda_accord_2018_can_generated.dbc",
+  "opendbc_repo/dbc/acura_ilx_2016_can_generated.dbc",
+  "opendbc_repo/dbc/acura_rdx_2018_can_generated.dbc",
+  "opendbc_repo/dbc/acura_rdx_2020_can_generated.dbc",
+  "opendbc_repo/dbc/honda_civic_touring_2016_can_generated.dbc",
+  "opendbc_repo/dbc/honda_civic_hatchback_ex_2017_can_generated.dbc",
+  "opendbc_repo/dbc/honda_crv_touring_2016_can_generated.dbc",
+  "opendbc_repo/dbc/honda_crv_ex_2017_can_generated.dbc",
+  "opendbc_repo/dbc/honda_crv_ex_2017_body_generated.dbc",
+  "opendbc_repo/dbc/honda_crv_executive_2016_can_generated.dbc",
+  "opendbc_repo/dbc/honda_fit_ex_2018_can_generated.dbc",
+  "opendbc_repo/dbc/honda_odyssey_exl_2018_generated.dbc",
+  "opendbc_repo/dbc/honda_odyssey_extreme_edition_2018_china_can_generated.dbc",
+  "opendbc_repo/dbc/honda_insight_ex_2019_can_generated.dbc",
+  "opendbc_repo/dbc/acura_ilx_2016_nidec.dbc",
+  "opendbc_repo/dbc/honda_civic_ex_2022_can_generated.dbc",
+  "opendbc_repo/dbc/hyundai_canfd.dbc",
+  "opendbc_repo/dbc/hyundai_kia_generic.dbc",
+  "opendbc_repo/dbc/hyundai_kia_mando_front_radar_generated.dbc",
+  "opendbc_repo/dbc/mazda_2017.dbc",
+  "opendbc_repo/dbc/nissan_x_trail_2017_generated.dbc",
+  "opendbc_repo/dbc/nissan_leaf_2018_generated.dbc",
+  "opendbc_repo/dbc/subaru_global_2017_generated.dbc",
+  "opendbc_repo/dbc/subaru_global_2020_hybrid_generated.dbc",
+  "opendbc_repo/dbc/subaru_outback_2015_generated.dbc",
+  "opendbc_repo/dbc/subaru_outback_2019_generated.dbc",
+  "opendbc_repo/dbc/subaru_forester_2017_generated.dbc",
+  "opendbc_repo/dbc/toyota_tnga_k_pt_generated.dbc",
+  "opendbc_repo/dbc/toyota_new_mc_pt_generated.dbc",
+  "opendbc_repo/dbc/toyota_nodsu_pt_generated.dbc",
+  "opendbc_repo/dbc/toyota_adas.dbc",
+  "opendbc_repo/dbc/toyota_tss2_adas.dbc",
+  "opendbc_repo/dbc/vw_golf_mk4.dbc",
+  "opendbc_repo/dbc/vw_mqb_2010.dbc",
+  "opendbc_repo/dbc/tesla_can.dbc",
+  "opendbc_repo/dbc/tesla_radar_bosch_generated.dbc",
+  "opendbc_repo/dbc/tesla_radar_continental_generated.dbc",
+  "opendbc_repo/dbc/tesla_powertrain.dbc",
+]
+
+# Sunnypilot whitelist
+sunnypilot_whitelist = [
+  "^README.md",
+  ".*selfdrive/test/fuzzy_generation.py",
+  ".*selfdrive/test/helpers.py",
+  ".*selfdrive/test/__init__.py",
+  ".*selfdrive/test/setup_device_ci.sh",
+  ".*selfdrive/test/test_time_to_onroad.py",
+  ".*selfdrive/test/test_onroad.py",
+  ".*system/manager/test/test_manager.py",
+  ".*system/manager/test/__init__.py",
+  ".*system/qcomgpsd/tests/test_qcomgpsd.py",
+  ".*system/updated/casync/tests/test_casync.py",
+  ".*system/updated/tests/test_git.py",
+  ".*system/updated/tests/test_base.py",
+  ".*selfdrive/ui/tests/test_translations.py",
+  ".*selfdrive/car/tests/__init__.py",
+  ".*selfdrive/car/tests/test_car_interfaces.py",
+  ".*selfdrive/navd/tests/test_navd.py",
+  ".*selfdrive/navd/tests/test_map_renderer.py",
+  ".*selfdrive/boardd/tests/test_boardd_loopback.py",
+  ".*INTEGRATION.md",
+  ".*HOW-TOS.md",
+  ".*CARS.md",
+  ".*LIMITATIONS.md",
+  ".*CONTRIBUTING.md",
+  ".*sunnyhaibin0850_qrcode_paypal.me.png",
+  "opendbc/.*.dbc",
+]
+
+# Merge the whitelists
+whitelist += sunnypilot_whitelist
+

 if __name__ == "__main__":
  for f in Path(ROOT).rglob("**/*"):
--- a/scripts/build_small.sh
+++ b/scripts/build_small.sh
@@ -0,0 +1,39 @@
+#!/usr/bin/env bash
+set -ex
+
+DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" >/dev/null && pwd)"
+cd $DIR
+
+# git clone --mirror
+SRC=/tmp/openpilot.git/
+OUT=/tmp/smallpilot/
+
+echo "starting size $(du -hs .git/)"
+
+rm -rf $OUT
+
+cd $SRC
+git remote update
+
+# copy contents
+#rsync -a --exclude='.git/' $DIR $OUT
+
+cp -r $SRC $OUT
+
+cd $OUT
+
+# remove all tags
+git tag -l | xargs git tag -d
+
+# remove non-master branches
+BRANCHES="release2 release3 devel master-ci nightly"
+for branch in $BRANCHES; do
+  git branch -D $branch
+  git branch -D ${branch}-staging || true
+done
+
+#git gc
+git reflog expire --expire=now --all
+git gc --prune=now
+git gc --aggressive --prune=now
+echo "new one is $(du -hs .)"
--- a/scripts/code_stats.py
+++ b/scripts/code_stats.py
@@ -0,0 +1,54 @@
+#!/usr/bin/env python3
+import os
+import ast
+import stat
+import subprocess
+
+fouts = {x.decode('utf-8') for x in subprocess.check_output(['git', 'ls-files']).strip().split()}
+
+pyf = []
+for d in ["cereal", "common", "scripts", "selfdrive", "tools"]:
+  for root, _, files in os.walk(d):
+    for f in files:
+      if f.endswith(".py"):
+        pyf.append(os.path.join(root, f))
+
+imps: set[str] = set()
+
+class Analyzer(ast.NodeVisitor):
+  def visit_Import(self, node):
+    for alias in node.names:
+      imps.add(alias.name)
+    self.generic_visit(node)
+
+  def visit_ImportFrom(self, node):
+    imps.add(node.module)
+    self.generic_visit(node)
+
+tlns = 0
+carlns = 0
+scriptlns = 0
+testlns = 0
+for f in sorted(pyf):
+  if f not in fouts:
+    continue
+  xbit = bool(os.stat(f)[stat.ST_MODE] & stat.S_IXUSR)
+  src = open(f).read()
+  lns = len(src.split("\n"))
+  tree = ast.parse(src)
+  Analyzer().visit(tree)
+  print(f"{lns:5d} {f} {xbit}")
+  if 'test' in f:
+    testlns += lns
+  elif f.startswith(('tools/', 'scripts/', 'selfdrive/debug')):
+    scriptlns += lns
+  elif f.startswith('selfdrive/car'):
+    carlns += lns
+  else:
+    tlns += lns
+
+print(f"{tlns} lines of openpilot python")
+print(f"{carlns} lines of car ports")
+print(f"{scriptlns} lines of tools/scripts/debug")
+print(f"{testlns} lines of tests")
+#print(sorted(list(imps)))
--- a/scripts/count_cars.py
+++ b/scripts/count_cars.py
@@ -0,0 +1,11 @@
+#!/usr/bin/env python3
+from collections import Counter
+from pprint import pprint
+
+from opendbc.car.docs import get_all_car_docs
+
+if __name__ == "__main__":
+  cars = get_all_car_docs()
+  make_count = Counter(l.make for l in cars)
+  print("\n", "*" * 20, len(cars), "total", "*" * 20, "\n")
+  pprint(make_count)
--- a/scripts/git_rewrite/rewrite-git-history.sh
+++ b/scripts/git_rewrite/rewrite-git-history.sh
@@ -0,0 +1,391 @@
+#!/usr/bin/env bash
+set -e
+
+SRC=/tmp/openpilot/
+SRC_CLONE=/tmp/openpilot-clone/
+OUT=/tmp/openpilot-tiny/
+
+REWRITE_IGNORE_BRANCHES=(
+  dashcam3
+  devel
+  master-ci
+  nightly
+  release2
+  release3
+  release3-staging
+)
+
+VALIDATE_IGNORE_FILES=(
+  ".github/ISSUE_TEMPLATE/bug_report.md"
+  ".github/pull_request_template.md"
+)
+
+DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" >/dev/null && pwd)"
+cd $DIR
+
+LOGS_DIR=$DIR/git-rewrite-$(date +"%Y-%m-%dT%H:%M:%S%z")
+mkdir -p $LOGS_DIR
+
+GIT_REWRITE_LOG=$LOGS_DIR/git-rewrite-log.txt
+BRANCH_DIFF_LOG=$LOGS_DIR/branch-diff-log.txt
+COMMIT_DIFF_LOG=$LOGS_DIR/commit-diff-log.txt
+
+START_TIME=$(date +%s)
+exec > >(while IFS= read -r line; do
+  CURRENT_TIME=$(date +%s)
+  ELAPSED_TIME=$((CURRENT_TIME - START_TIME))
+  echo "[${ELAPSED_TIME}s] $line"
+done | tee -a "$GIT_REWRITE_LOG") 2>&1
+
+# INSTALL git-filter-repo
+if [ ! -f /tmp/git-filter-repo ]; then
+  echo "Installing git-filter-repo..."
+  curl -sSo /tmp/git-filter-repo https://raw.githubusercontent.com/newren/git-filter-repo/main/git-filter-repo
+  chmod +x /tmp/git-filter-repo
+fi
+
+# MIRROR openpilot
+if [ ! -d $SRC ]; then
+  echo "Mirroring openpilot..."
+  git clone --mirror https://github.com/commaai/openpilot.git $SRC # 4.18 GiB (488034 objects)
+
+  cd $SRC
+
+  echo "Starting size $(du -sh .)"
+
+  git remote update
+
+  # the git-filter-repo analysis is bliss - can be found in the repo root/filter-repo/analysis
+  echo "Analyzing with git-filter-repo..."
+  /tmp/git-filter-repo --force --analyze
+
+  echo "Pushing to openpilot-archive..."
+  # push to archive repo - in smaller parts because the 2 GB push limit - https://docs.github.com/en/get-started/using-git/troubleshooting-the-2-gb-push-limit
+  ARCHIVE_REPO=git@github.com:commaai/openpilot-archive.git
+  git push --prune $ARCHIVE_REPO +refs/heads/master:refs/heads/master # push master first so it's the default branch (when openpilot-archive is an empty repo)
+  git push --prune $ARCHIVE_REPO +refs/heads/*:refs/heads/* # 956.39 MiB (110725 objects)
+  git push --prune $ARCHIVE_REPO +refs/tags/*:refs/tags/* # 1.75 GiB (21694 objects)
+  # git push --mirror $ARCHIVE_REPO || true # fails to push refs/pull/* (deny updating a hidden ref) for pull requests
+  # we fail and continue - more reading: https://stackoverflow.com/a/34266401/639708 and https://blog.plataformatec.com.br/2013/05/how-to-properly-mirror-a-git-repository/
+fi
+
+# REWRITE master and tags
+if [ ! -d $SRC_CLONE ]; then
+  echo "Cloning $SRC..."
+  GIT_LFS_SKIP_SMUDGE=1 git clone $SRC $SRC_CLONE
+
+  cd $SRC_CLONE
+
+  echo "Checking out old history..."
+
+  git checkout tags/v0.7.1 > /dev/null 2>&1
+  # checkout as main, since we need master ref later
+  git checkout -b main
+
+  echo "Creating setup commits..."
+
+  # rm these so we don't get conflicts later
+  git rm -r cereal opendbc panda selfdrive/ui/ui > /dev/null
+  git commit -m "removed conflicting files" > /dev/null
+
+  # skip-smudge to get rid of some lfs errors that it can't find the reference of some lfs files
+  # we don't care about fetching/pushing lfs right now
+  git lfs install --skip-smudge --local
+
+  # squash initial setup commits
+  git cherry-pick -n -X theirs 6c33a5c..59b3d06 > /dev/null
+  git commit -m "switching to master" > /dev/null
+
+  # squash the two commits
+  git reset --soft HEAD~2
+  git commit -m "switching to master" -m "$(git log --reverse --format=%B 6c33a5c..59b3d06)" -m "removed conflicting files" > /dev/null
+
+  # get commits we want to cherry-pick
+  # will start with the next commit after #59b3d06 tools is local now
+  COMMITS=$(git rev-list --reverse 59b3d06..master)
+
+  # we need this for logging
+  TOTAL_COMMITS=$(echo $COMMITS | wc -w | xargs)
+  CURRENT_COMMIT_NUMBER=0
+
+  # empty this file
+  > commit-map.txt
+
+  echo "Rewriting master commits..."
+
+  for COMMIT in $COMMITS; do
+      CURRENT_COMMIT_NUMBER=$((CURRENT_COMMIT_NUMBER + 1))
+      # echo -ne "[$CURRENT_COMMIT_NUMBER/$TOTAL_COMMITS] Cherry-picking commit: $COMMIT"\\r
+      echo "[$CURRENT_COMMIT_NUMBER/$TOTAL_COMMITS] Cherry-picking commit: $COMMIT"
+
+      # set environment variables to preserve author/committer and dates
+      export GIT_AUTHOR_NAME=$(git show -s --format='%an' $COMMIT)
+      export GIT_AUTHOR_EMAIL=$(git show -s --format='%ae' $COMMIT)
+      export GIT_COMMITTER_NAME=$(git show -s --format='%cn' $COMMIT)
+      export GIT_COMMITTER_EMAIL=$(git show -s --format='%ce' $COMMIT)
+      export GIT_AUTHOR_DATE=$(git show -s --format='%ad' $COMMIT)
+      export GIT_COMMITTER_DATE=$(git show -s --format='%cd' $COMMIT)
+
+      # cherry-pick the commit
+      if ! GIT_OUTPUT=$(git cherry-pick -m 1 -X theirs $COMMIT 2>&1); then
+        # check if the failure is because of an empty commit
+        if [[ "$GIT_OUTPUT" == *"The previous cherry-pick is now empty"* ]]; then
+          echo "Empty commit detected. Skipping commit $COMMIT"
+          git cherry-pick --skip
+          # log it was empty to the mapping file
+          echo "$COMMIT EMPTY" >> commit-map.txt
+        else
+          # handle other errors or conflicts
+          echo "Cherry-pick failed. Handling error..."
+          echo "$GIT_OUTPUT"
+          exit 1
+        fi
+      else
+        # capture the new commit hash
+        NEW_COMMIT=$(git rev-parse HEAD)
+
+        # save the old and new commit hashes to the mapping file
+        echo "$COMMIT $NEW_COMMIT" >> commit-map.txt
+
+        # append the old commit ID to the commit message
+        git commit --amend -m "$(git log -1 --pretty=%B)" -m "Former-commit-id: $COMMIT" > /dev/null
+      fi
+
+    # prune every 3000 commits to avoid gc errors
+    if [ $((CURRENT_COMMIT_NUMBER % 3000)) -eq 0 ]; then
+      echo "Pruning repo..."
+      git gc
+    fi
+  done
+
+  echo "Rewriting tags..."
+
+  # remove all old tags
+  git tag -l | xargs git tag -d
+
+  # read each line from the tag-commit-map.txt
+  while IFS=' ' read -r TAG OLD_COMMIT; do
+    # search for the new commit in commit-map.txt corresponding to the old commit
+    NEW_COMMIT=$(grep "^$OLD_COMMIT " "commit-map.txt" | awk '{print $2}')
+
+    # check if this is a rebased commit
+    if [ -z "$NEW_COMMIT" ]; then
+      # if not, then just use old commit hash
+      NEW_COMMIT=$OLD_COMMIT
+    fi
+
+    echo "Rewriting tag $TAG from commit $NEW_COMMIT"
+    git tag -f "$TAG" "$NEW_COMMIT"
+  done < "$DIR/tag-commit-map.txt"
+
+  # uninstall lfs since we don't want to touch (push to) lfs right now
+  # git push will also push lfs, if we don't uninstall (--local so just for this repo)
+  git lfs uninstall --local
+
+  # force push new master
+  git push --force origin main:master
+
+  # force push new tags
+  git push --force --tags
+fi
+
+# REWRITE branches based on master
+if [ ! -f "$SRC_CLONE/rewrite-branches-done" ]; then
+  cd $SRC_CLONE
+  > rewrite-branches-done
+
+  # empty file
+  > $BRANCH_DIFF_LOG
+
+  echo "Rewriting branches based on master..."
+
+  # will store raw diffs here, if exist
+  mkdir -p differences
+
+  # get a list of all branches except master and REWRITE_IGNORE_BRANCHES
+  BRANCHES=$(git branch -r | grep -v ' -> ' | sed 's/.*origin\///' | grep -v '^master$' | grep -v -f <(echo "${REWRITE_IGNORE_BRANCHES[*]}" | tr ' ' '\n'))
+
+  for BRANCH in $BRANCHES; do
+    # check if the branch is based on master history
+    MERGE_BASE=$(git merge-base master origin/$BRANCH) || true
+    if [ -n "$MERGE_BASE" ]; then
+      echo "Rewriting branch: $BRANCH"
+
+      # create a new branch based on the new master
+      NEW_MERGE_BASE=$(grep "^$MERGE_BASE " "commit-map.txt" | awk '{print $2}')
+      if [ -z "$NEW_MERGE_BASE" ]; then
+        echo "Error: could not find new merge base for branch $BRANCH" >> $BRANCH_DIFF_LOG
+        continue
+      fi
+      git checkout -b ${BRANCH}_new $NEW_MERGE_BASE
+
+      # get the range of commits unique to this branch
+      COMMITS=$(git rev-list --reverse $MERGE_BASE..origin/${BRANCH})
+
+      HAS_ERROR=0
+
+      # simple delimiter
+      echo "BRANCH ${BRANCH}" >> commit-map.txt
+
+      for COMMIT in $COMMITS; do
+        # set environment variables to preserve author/committer and dates
+        export GIT_AUTHOR_NAME=$(git show -s --format='%an' $COMMIT)
+        export GIT_AUTHOR_EMAIL=$(git show -s --format='%ae' $COMMIT)
+        export GIT_COMMITTER_NAME=$(git show -s --format='%cn' $COMMIT)
+        export GIT_COMMITTER_EMAIL=$(git show -s --format='%ce' $COMMIT)
+        export GIT_AUTHOR_DATE=$(git show -s --format='%ad' $COMMIT)
+        export GIT_COMMITTER_DATE=$(git show -s --format='%cd' $COMMIT)
+
+        # cherry-pick the commit
+        if ! GIT_OUTPUT=$(git cherry-pick -m 1 -X theirs $COMMIT 2>&1); then
+          # check if the failure is because of an empty commit
+          if [[ "$GIT_OUTPUT" == *"The previous cherry-pick is now empty"* ]]; then
+            echo "Empty commit detected. Skipping commit $COMMIT"
+            git cherry-pick --skip
+            # log it was empty to the mapping file
+            echo "$COMMIT EMPTY" >> commit-map.txt
+          else
+            # handle other errors or conflicts
+            echo "Cherry-pick of ${BRANCH} branch failed. Removing branch upstream..." >> $BRANCH_DIFF_LOG
+            echo "$GIT_OUTPUT" > "$LOGS_DIR/branch-${BRANCH}"
+            git cherry-pick --abort
+            git push --delete origin ${BRANCH}
+            HAS_ERROR=1
+            break
+          fi
+        else
+          # capture the new commit hash
+          NEW_COMMIT=$(git rev-parse HEAD)
+
+          # save the old and new commit hashes to the mapping file
+          echo "$COMMIT $NEW_COMMIT" >> commit-map.txt
+
+          # append the old commit ID to the commit message
+          git commit --amend -m "$(git log -1 --pretty=%B)" -m "Former-commit-id: $COMMIT" > /dev/null
+        fi
+      done
+
+      # force push the new branch
+      if [ $HAS_ERROR -eq 0 ]; then
+        # git lfs goes haywire here, so we need to install and uninstall
+        # git lfs install --skip-smudge --local
+        git lfs uninstall --local > /dev/null
+        git push -f origin ${BRANCH}_new:${BRANCH}
+      fi
+
+      # clean up local branch
+      git checkout master > /dev/null
+      git branch -D ${BRANCH}_new > /dev/null
+    else
+      echo "Deleting branch $BRANCH as it's not based on master history" >> $BRANCH_DIFF_LOG
+      git push --delete origin ${BRANCH}
+    fi
+  done
+fi
+
+# VALIDATE cherry-pick
+if [ ! -f "$SRC_CLONE/validation-done" ]; then
+  cd $SRC_CLONE
+  > validation-done
+
+  TOTAL_COMMITS=$(grep -cve '^\s*$' commit-map.txt)
+  CURRENT_COMMIT_NUMBER=0
+  COUNT_SAME=0
+  COUNT_DIFF=0
+
+  # empty file
+  > $COMMIT_DIFF_LOG
+
+  echo "Validating commits..."
+
+  # will store raw diffs here, if exist
+  mkdir -p differences
+
+  # read each line from commit-map.txt
+  while IFS=' ' read -r OLD_COMMIT NEW_COMMIT; do
+    if [ "$NEW_COMMIT" == "EMPTY" ]; then
+      continue
+    fi
+    if [ "$OLD_COMMIT" == "BRANCH" ]; then
+      echo "Branch ${NEW_COMMIT} below:" >> $COMMIT_DIFF_LOG
+      continue
+    fi
+    CURRENT_COMMIT_NUMBER=$((CURRENT_COMMIT_NUMBER + 1))
+    # retrieve short hashes and dates for the old and new commits
+    OLD_COMMIT_SHORT=$(git rev-parse --short $OLD_COMMIT)
+    NEW_COMMIT_SHORT=$(git rev-parse --short $NEW_COMMIT)
+    OLD_DATE=$(git show -s --format='%cd' $OLD_COMMIT)
+    NEW_DATE=$(git show -s --format='%cd' $NEW_COMMIT)
+
+    # echo -ne "[$CURRENT_COMMIT_NUMBER/$TOTAL_COMMITS] Comparing old commit $OLD_COMMIT_SHORT ($OLD_DATE) with new commit $NEW_COMMIT_SHORT ($NEW_DATE)"\\r
+    echo "[$CURRENT_COMMIT_NUMBER/$TOTAL_COMMITS] Comparing old commit $OLD_COMMIT_SHORT ($OLD_DATE) with new commit $NEW_COMMIT_SHORT ($NEW_DATE)"
+
+    # generate lists of files and their hashes for the old and new commits, excluding ignored files
+    OLD_FILES=$(git ls-tree -r $OLD_COMMIT | grep -vE "$(IFS='|'; echo "${VALIDATE_IGNORE_FILES[*]}")")
+    NEW_FILES=$(git ls-tree -r $NEW_COMMIT | grep -vE "$(IFS='|'; echo "${VALIDATE_IGNORE_FILES[*]}")")
+
+    # Compare the diffs
+    if diff <(echo "$OLD_FILES") <(echo "$NEW_FILES") > /dev/null; then
+      # echo "Old commit $OLD_COMMIT_SHORT and new commit $NEW_COMMIT_SHORT are equivalent."
+      COUNT_SAME=$((COUNT_SAME + 1))
+    else
+      echo "[$CURRENT_COMMIT_NUMBER/$TOTAL_COMMITS] Difference found between old commit $OLD_COMMIT_SHORT and new commit $NEW_COMMIT_SHORT" >> $COMMIT_DIFF_LOG
+      COUNT_DIFF=$((COUNT_DIFF + 1))
+      set +e
+      diff -u <(echo "$OLD_FILES") <(echo "$NEW_FILES") > "$LOGS_DIR/commit-$CURRENT_COMMIT_NUMBER-$OLD_COMMIT_SHORT-$NEW_COMMIT_SHORT"
+      set -e
+    fi
+  done < "commit-map.txt"
+
+  echo "Summary:" >> $COMMIT_DIFF_LOG
+  echo "Equivalent commits: $COUNT_SAME" >> $COMMIT_DIFF_LOG
+  echo "Different commits: $COUNT_DIFF" >> $COMMIT_DIFF_LOG
+fi
+
+if [ ! -d $OUT ]; then
+  cp -r $SRC $OUT
+
+  cd $OUT
+
+  # remove all non-master branches
+  # git branch | grep -v "^  master$" | grep -v "\*" | xargs git branch -D
+
+  # echo "cleaning up refs"
+  # delete pull request refs since we can't alter them anyway (https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/reviewing-changes-in-pull-requests/checking-out-pull-requests-locally#error-failed-to-push-some-refs)
+  # git for-each-ref --format='%(refname)' | grep '^refs/pull/' | xargs -I {} git update-ref -d {}
+
+  echo "importing new lfs files"
+  # import "almost" everything to lfs
+  BRANCHES=$(git for-each-ref --format='%(refname)' refs/heads/ | sed 's%refs/heads/%%g' | grep -v -f <(echo "${REWRITE_IGNORE_BRANCHES[*]}" | tr ' ' '\n') | tr '\n' ' ')
+  git lfs migrate import --include="*.dlc,*.onnx,*.svg,*.png,*.gif,*.ttf,*.wav,selfdrive/car/tests/test_models_segs.txt,system/hardware/tici/updater,selfdrive/ui/qt/spinner_larch64,selfdrive/ui/qt/text_larch64,third_party/**/*.a,third_party/**/*.so,third_party/**/*.so.*,third_party/**/*.dylib,third_party/acados/*/t_renderer,third_party/qt5/larch64/bin/lrelease,third_party/qt5/larch64/bin/lupdate,third_party/catch2/include/catch2/catch.hpp,*.apk,*.apkpatch,*.jar,*.pdf,*.jpg,*.mp3,*.thneed,*.tar.gz,*.npy,*.csv,*.a,*.so*,*.dylib,*.o,*.b64,selfdrive/hardware/tici/updater,selfdrive/boardd/tests/test_boardd,selfdrive/ui/qt/spinner_aarch64,installer/updater/updater,selfdrive/debug/profiling/simpleperf/**/*,selfdrive/hardware/eon/updater,selfdrive/ui/qt/text_aarch64,selfdrive/debug/profiling/pyflame/**/*,installer/installers/installer_openpilot,installer/installers/installer_dashcam,selfdrive/ui/text/text,selfdrive/ui/android/text/text,selfdrive/ui/spinner/spinner,selfdrive/visiond/visiond,selfdrive/loggerd/loggerd,selfdrive/sensord/sensord,selfdrive/sensord/gpsd,selfdrive/ui/android/spinner/spinner,selfdrive/ui/qt/spinner,selfdrive/ui/qt/text,_stringdefs.py,dfu-util-aarch64-linux,dfu-util-aarch64,dfu-util-x86_64-linux,dfu-util-x86_64,stb_image.h,clpeak3,clwaste,apk/**/*,external/**/*,phonelibs/**/*,third_party/boringssl/**/*,flask/**/*,panda/**/*,board/**/*,messaging/**/*,opendbc/**/*,tools/cabana/chartswidget.cc,third_party/nanovg/**/*,selfdrive/controls/lib/lateral_mpc/lib_mpc_export/**/*,selfdrive/ui/paint.cc,werkzeug/**/*,pyextra/**/*,third_party/android_hardware_libhardware/**/*,selfdrive/controls/lib/lead_mpc_lib/lib_mpc_export/**/*,selfdrive/locationd/laikad.py,selfdrive/locationd/test/test_laikad.py,tools/gpstest/test_laikad.py,selfdrive/locationd/laikad_helpers.py,tools/nui/**/*,jsonrpc/**/*,selfdrive/controls/lib/longitudinal_mpc/lib_mpc_export/**/*,selfdrive/controls/lib/lateral_mpc/mpc_export/**/*,selfdrive/camerad/cameras/camera_qcom.cc,selfdrive/manager.py,selfdrive/modeld/models/driving.cc,third_party/curl/**/*,selfdrive/modeld/thneed/debug/**/*,selfdrive/modeld/thneed/include/**/*,third_party/openmax/**/*,selfdrive/controls/lib/longitudinal_mpc/mpc_export/**/*,selfdrive/controls/lib/longitudinal_mpc_model/lib_mpc_export/**/*,Pipfile,Pipfile.lock,gunicorn/**/*,*.qm,jinja2/**/*,click/**/*,dbcs/**/*,websocket/**/*" $BRANCHES
+
+  echo "reflog and gc"
+  # this is needed after lfs import
+  git reflog expire --expire=now --all
+  git gc --prune=now --aggressive
+
+  # check the git-filter-repo analysis again - can be found in the repo root/filter-repo/analysis
+  echo "Analyzing with git-filter-repo..."
+  /tmp/git-filter-repo --force --analyze
+
+  echo "New size is $(du -sh .)"
+fi
+
+cd $OUT
+
+# fetch all lfs files from https://github.com/commaai/openpilot.git
+# some lfs files are missing on gitlab, but they can be found on github
+git config lfs.url https://github.com/commaai/openpilot.git/info/lfs
+git config lfs.pushurl ssh://git@github.com/commaai/openpilot.git
+git lfs fetch --all || true
+
+# also fetch all lfs files from https://gitlab.com/commaai/openpilot-lfs.git
+git config lfs.url https://gitlab.com/commaai/openpilot-lfs.git/info/lfs
+git config lfs.pushurl ssh://git@gitlab.com/commaai/openpilot-lfs.git
+git lfs fetch --all || true
+
+# final push - will also push lfs
+# TODO: switch to git@github.com:commaai/openpilot.git when ready
+# git push --mirror git@github.com:commaai/openpilot-tiny.git
+# using this instead to ignore refs/pull/* - since this is also what --mirror does - https://blog.plataformatec.com.br/2013/05/how-to-properly-mirror-a-git-repository/
+git push --prune git@github.com:commaai/openpilot-tiny.git +refs/heads/*:refs/heads/* +refs/tags/*:refs/tags/*
--- a/scripts/git_rewrite/rewrite.sh
+++ b/scripts/git_rewrite/rewrite.sh
@@ -0,0 +1,59 @@
+#!/usr/bin/env bash
+set -e
+
+DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" >/dev/null && pwd)"
+cd $DIR
+
+git clone --bare https://github.com/commaai/openpilot
+cp -r openpilot.git openpilot_backup
+cd openpilot.git
+
+# backup old repo
+git push git@github.com:commaai/openpilot-archive.git +refs/heads/master:refs/heads/master
+git push git@github.com:commaai/openpilot-archive.git +refs/heads/*:refs/heads/*
+git push git@github.com:commaai/openpilot-archive.git +refs/tags/*:refs/tags/*
+git push --mirror git@github.com:commaai/openpilot-archive.git
+
+# ignore all release branches
+git for-each-ref --format='delete %(refname)' | grep 'dashcam3\|devel\|master-ci\|nightly\|release2\|release3\|release3-staging' | git update-ref --stdin
+
+# re-tag old releases on master
+declare -A TAGS=( ["f8cb04e4a8b032b72a909f68b808a50936184bee"]="v0.9.7" ["0b4d08fab8e35a264bc7383e878538f8083c33e5"]="v0.9.6" ["3b1e9017c560499786d8a0e46aaaeea65037acac"]="v0.9.5" ["fa310d9e2542cf497d92f007baec8fd751ffa99c"]="v0.9.4" ["8704c1ff952b5c85a44f50143bbd1a4f7b4887e2"]="v0.9.3" ["c7d3b28b93faa6c955fb24bc64031512ee985ee9"]="v0.9.2" ["89f68bf0cbf53a81b0553d3816fdbe522f941fa1"]="v0.9.1" ["58b84fb401a804967aa0dd5ee66fafa90194fd30"]="v0.9.0" ["f41dc62a12cc0f3cb8c5453c0caa0ba21e1bd01e"]="v0.8.16" ["5a7c2f90361e72e9c35e88abd2e11acdc4aba354"]="v0.8.15" ["71901c94dbbaa2f9f156a80c14cc7ea65219fc7c"]="v0.8.14" ["95da47079510afc91665263619e5939126da637c"]="v0.8.13" ["472177e2a8a1d002e56f9096326fd2dff62e54f9"]="v0.8.12" ["08078acbd0b4f7da469c7dff6159000e358974a9"]="v0.8.11" ["687925c775c375495f9827946138a724bde00b9d"]="v0.8.10" ["204e5a090735a059d69c29145a4cee49450da07e"]="v0.8.9" ["4be956f8861ecbb521ef9503a3c87b07c9d36721"]="v0.8.8" ["589f82c76627d634761a31a34b2488403556eb0b"]="v0.8.7" ["507cfc8910f74ddb8810039d68b880b426ff9ff9"]="v0.8.6" ["d47b00b45a866bef088f51d1ff31de5885ab04e9"]="v0.8.5" ["553e7d1cce314e7eb0587186b1764c3ff43bed62"]="v0.8.4" ["9896438d1511602a1ff87f7c4eb3c7172b30104a"]="v0.8.3" ["280192ed1443f112463417c2d815ea8ee2762fbd"]="v0.8.2" ["8039361567e4659eae2a084e6f39f34acadf4cac"]="v0.8.1" ["d56e04c0d960c8d3d4ab88b578dc508a2b4e07dc"]="v0.8" ["3d456e5d0fbf0c9887d0499dee812f2b029edf6d"]="v0.7.10" ["81763a18b5d0e379b749e090ecce36a91fca7c43"]="v0.7.9" ["9bc0b350fd273bbb2deb3dcaef0312944e4f6cfd"]="v0.7.8" ["ede5b632b58c55e4ff003f948efae07fe03c2280"]="v0.7.7" ["775acd11ba2e0a8c2f5a5655338718d796491b36"]="v0.7.6.1" ["302417b4cf0dcf00d45e4995b5410e543ad121d1"]="v0.7.5" ["12ff088b42221dd17d9d97decb1fc61a7cb0a861"]="v0.7.4" ["9563f7730252451fdcba9bc3d9fe36dab9c86a26"]="v0.7.3" ["8321cf283abbc2ca3fda7e0c7a069a77a492fe0c"]="v0.7.2" ["1e1de64a1e59476b7b3d3558b92149246d5c3292"]="v0.7.1" ["a2ae18d1dbd1e59c38ce22fa25ddffbd1d3084e3"]="v0.7" ["d4eb5a6eafdd4803d09e6f3963918216cca5a81f"]="v0.6.6" ["70d17cd69b80e7627dcad8fd5b6438f2309ac307"]="v0.6.5" ["58f376002e0c654fbc2de127765fa297cf694a33"]="v0.6.4" ["d5f9caa82d80cdcc7f1b7748f2cf3ccbf94f82a3"]="v0.6.3" ["095ef5f9f60fca1b269aabcc3cfd322b17b9e674"]="v0.6.2" ["cf5c4aeacb1703d0ffd35bdb5297d3494fee9a22"]="v0.6.1" ["60a20537c5f3fcc7f11946d81aebc8f90c08c117"]="v0.6" ["dd34ccfe288ebda8e2568cf550994ae890379f45"]="v0.5.13" ["3f9059fea886f1fa3b0c19a62a981d891dcc84eb"]="v0.5.12" ["2f92d577f995ff6ae1945ef6b89df3cb69b92999"]="v0.5.11" ["5a9d89ed42ddcd209d001a10d7eb828ef0e6d9de"]="v0.5.10" ["0207a970400ee28d3e366f2e8f5c551281accf02"]="v0.5.9" ["b967da5fc1f7a07e3561db072dd714d325e857b0"]="v0.5.8" ["210db686bb89f8696aa040e6e16de65424b808c9"]="v0.5.7" ["860a48765d1016ba226fb2c64aea35a45fe40e4a"]="v0.5.6" ["8f3539a27b28851153454eb737da9624cccaed2d"]="v0.5.5" ["a422246dc30bce11e970514f13f7c110f4470cc3"]="v0.5.4" ["285c52eb693265a0a530543e9ca0aeb593a2a55e"]="v0.5.3" ["0129a8a4ff8da5314e8e4d4d3336e89667ff6d54"]="v0.5.2" ["6f3d10a4c475c4c4509f0b370805419acd13912d"]="v0.5.1" ["de33bc46452b1046387ee2b3a03191b2c71135fb"]="v0.5" ["ae5cb7a0dab8b1bed9d52292f9b4e8e66a0f8ec9"]="v0.4.7" ["c6df34f55ba8c5a911b60d3f9eb20e3fa45f68c1"]="v0.4.6" ["37285038d3f91fa1b49159c4a35a8383168e644f"]="v0.4.5" ["9a9ff839a9b70cb2601d7696af743f5652395389"]="v0.4.4" ["28c0797d30175043bbfa31307b63aab4197cf996"]="v0.4.2" ["4474b9b3718653aeb0aee26422caefb90460cc0e"]="v0.4.1" ["da52d065a4c4f52d6017a537f3a80326f5af8bdc"]="v0.4.0.2" ["9d3963559ae7b15193057937ff3e72481899f40d"]="v0.3.5"  ["1b8c44b5067525a5d266b6e99799d8097da76a29"]="v0.3.4" ["5cf91d0496688fed4f2a6c7021349b1fc0e057a2"]="v0.3.3" ["7fe46f1e1df5dec08a940451ba0feefd5c039165"]="v0.3.2" ["41e3a0f699f5c39cb61a15c0eb7a4aa816d47c24"]="v0.3.1" ["c5d8aec28b5230d34ae4b677c2091cc3dec7e3e8"]="v0.3.0" ["693bcb0f83478f2651db6bac9be5ca5ad60d03f3"]="v0.2.9" ["95a349abcc050712c50d4d85a1c8a804eee7f6c2"]="v0.2.8" ["c6ba5dc5391d3ca6cda479bf1923b88ce45509a0"]="v0.2.7" ["6c3afeec0fb439070b2912978b8dbb659033b1d9"]="v0.2.6" ["29c58b45882ac79595356caf98580c1d2a626011"]="v0.2.5" ["ecc565aa3fdc4c7e719aadc000e1fdc4d80d4fe0"]="v0.2.4" ["adaa4ed350acda4067fc0b455ad15b54cdf4c768"]="v0.2.3" ["a64b9aa9b8cb5863c917b6926516291a63c02fe5"]="v0.2.2" ["17d9becd3c673091b22f09aa02559a9ed9230f50"]="v0.2.1" ["449b482cc3236ccf31829830b4f6a44b2dcc06c2"]="v0.2" ["e94a30bec07e719c5a7b037ca1f4db8312702cce"]="v0.1" )
+for tag in "${!TAGS[@]}"; do git tag -f "${TAGS[$tag]}" "$tag" ; done
+
+# get master root commit
+ROOT_COMMIT=$(git rev-list --max-parents=0 HEAD | tail -n 1)
+
+# link master and devel
+git replace --graft $ROOT_COMMIT v0.7.1
+git-filter-repo --prune-empty never --force --commit-callback 'h=commit.original_id.decode("utf-8");m=commit.message.decode("utf-8");commit.message=str.encode(m + "\n" + "old-commit-hash: " + h)'
+
+# delete replace refs
+git for-each-ref --format='delete %(refname)' refs/replace | git update-ref --stdin
+
+# machine validation
+tail -n +2 "filter-repo/commit-map" | tr ' ' '\n' | xargs -P $(nproc) -n 2 bash -c 'H1=$(cd ../openpilot_backup && git ls-tree -r $0 | sha1sum) && H2=$(git ls-tree -r $1 | sha1sum) && echo "$H1 $H2" >> /tmp/GIT_HASHES && diff <(echo $H1) <(echo $H2) || exit 255'
+# human validation
+less /tmp/GIT_HASH
+
+# cleanup
+git reflog expire --expire=now --all
+git gc --prune=now --aggressive
+
+# get all lfs files
+set +e
+git config lfs.url https://github.com/commaai/openpilot.git/info/lfs
+git lfs fetch --all
+git config lfs.url https://gitlab.com/commaai/openpilot-lfs.git/info/lfs
+git lfs fetch --all
+set -e
+
+# add new files to lfs
+git lfs migrate import --everything --include="*.ico,*.dlc,*.onnx,*.svg,*.png,*.gif,*.ttf,*.wav,system/hardware/tici/updater,selfdrive/ui/qt/spinner_larch64,selfdrive/ui/qt/text_larch64,third_party/**/*.a,third_party/**/*.so,third_party/**/*.so.*,third_party/**/*.dylib,third_party/acados/*/t_renderer,third_party/qt5/larch64/bin/lrelease,third_party/qt5/larch64/bin/lupdate,third_party/catch2/include/catch2/catch.hpp,*.apk,*.apkpatch,*.jar,*.pdf,*.jpg,*.mp3,*.thneed,*.tar.gz,*.npy,*.csv,*.a,*.so*,*.dylib,*.o,*.b64,selfdrive/hardware/tici/updater,selfdrive/boardd/tests/test_boardd,selfdrive/ui/qt/spinner_aarch64,installer/updater/updater,selfdrive/debug/profiling/simpleperf/**/*,selfdrive/hardware/eon/updater,selfdrive/ui/qt/text_aarch64,selfdrive/debug/profiling/pyflame/**/*,installer/installers/installer_openpilot,installer/installers/installer_dashcam,selfdrive/ui/text/text,selfdrive/ui/android/text/text,selfdrive/ui/spinner/spinner,selfdrive/visiond/visiond,selfdrive/loggerd/loggerd,selfdrive/sensord/sensord,selfdrive/sensord/gpsd,selfdrive/ui/android/spinner/spinner,selfdrive/ui/qt/spinner,selfdrive/ui/qt/text,_stringdefs.py,dfu-util-aarch64-linux,dfu-util-aarch64,dfu-util-x86_64-linux,dfu-util-x86_64,stb_image.h,clpeak3,clwaste,apk/**/*,external/**/*,phonelibs/**/*,third_party/boringssl/**/*,pyextra/**/*,panda/board/**/inc/*.h,panda/board/obj/*.elf,board/inc/*.h,third_party/nanovg/**/*,selfdrive/controls/lib/lateral_mpc/lib_mpc_export/**/*,pyextra/**/*,third_party/android_hardware_libhardware/**/*,selfdrive/controls/lib/lead_mpc_lib/lib_mpc_export/**/*,*.pro,selfdrive/controls/lib/longitudinal_mpc/lib_mpc_export/**/*,selfdrive/controls/lib/lateral_mpc/mpc_export/**/*,third_party/curl/**/*,selfdrive/modeld/thneed/debug/**/*,selfdrive/modeld/thneed/include/**/*,third_party/openmax/**/*,selfdrive/controls/lib/longitudinal_mpc/mpc_export/**/*,selfdrive/controls/lib/longitudinal_mpc_model/lib_mpc_export/**/*,Pipfile,Pipfile.lock,poetry.lock,*.qm"
+
+# set new lfs endpoint
+git config lfs.url https://gitlab.com/commaai/openpilot-lfs.git/info/lfs
+git config lfs.pushurl ssh://git@gitlab.com/commaai/openpilot-lfs.git
+
+# push all branch+tag (scary stuff...)
+git push -f --set-upstream git@github.com:commaai/openpilot.git +refs/heads/*:refs/heads/* +refs/tags/*:refs/tags/*
--- a/scripts/git_rewrite/tag-commit-map.txt
+++ b/scripts/git_rewrite/tag-commit-map.txt
@@ -0,0 +1,82 @@
+v0.1 e94a30bec07e719c5a7b037ca1f4db8312702cce
+v0.2 449b482cc3236ccf31829830b4f6a44b2dcc06c2
+v0.2.1 17d9becd3c673091b22f09aa02559a9ed9230f50
+v0.2.2 a64b9aa9b8cb5863c917b6926516291a63c02fe5
+v0.2.3 adaa4ed350acda4067fc0b455ad15b54cdf4c768
+v0.2.4 ecc565aa3fdc4c7e719aadc000e1fdc4d80d4fe0
+v0.2.5 29c58b45882ac79595356caf98580c1d2a626011
+v0.2.6 6c3afeec0fb439070b2912978b8dbb659033b1d9
+v0.2.7 c6ba5dc5391d3ca6cda479bf1923b88ce45509a0
+v0.2.8 95a349abcc050712c50d4d85a1c8a804eee7f6c2
+v0.2.9 693bcb0f83478f2651db6bac9be5ca5ad60d03f3
+v0.3.0 c5d8aec28b5230d34ae4b677c2091cc3dec7e3e8
+v0.3.1 41e3a0f699f5c39cb61a15c0eb7a4aa816d47c24
+v0.3.2 7fe46f1e1df5dec08a940451ba0feefd5c039165
+v0.3.3 5cf91d0496688fed4f2a6c7021349b1fc0e057a2
+v0.3.4 1b8c44b5067525a5d266b6e99799d8097da76a29
+v0.3.5 b111277f464cf66fa34b67819a83ea683e0f64df
+v0.4.0.2 da52d065a4c4f52d6017a537f3a80326f5af8bdc
+v0.4.1 4474b9b3718653aeb0aee26422caefb90460cc0e
+v0.4.2 28c0797d30175043bbfa31307b63aab4197cf996
+v0.4.4 9a9ff839a9b70cb2601d7696af743f5652395389
+v0.4.5 37285038d3f91fa1b49159c4a35a8383168e644f
+v0.4.6 c6df34f55ba8c5a911b60d3f9eb20e3fa45f68c1
+v0.4.7 ae5cb7a0dab8b1bed9d52292f9b4e8e66a0f8ec9
+v0.5 de33bc46452b1046387ee2b3a03191b2c71135fb
+v0.5.1 8f22f52235c48eada586795ac57edb22688e4d08
+v0.5.2 0129a8a4ff8da5314e8e4d4d3336e89667ff6d54
+v0.5.3 285c52eb693265a0a530543e9ca0aeb593a2a55e
+v0.5.4 a422246dc30bce11e970514f13f7c110f4470cc3
+v0.5.5 8f3539a27b28851153454eb737da9624cccaed2d
+v0.5.6 860a48765d1016ba226fb2c64aea35a45fe40e4a
+v0.5.7 9ce3045f139ee29bf0eea5ec59dfe7df9c3d2c51
+v0.5.8 2cee2e05ba0f3824fdbb8b957958800fa99071a1
+v0.5.9 ad145da3bcded0fe75306df02061d07a633963c3
+v0.5.10 ff4c1557d8358f158f4358788ff18ef93d2470ef
+v0.5.11 d1866845df423c6855e2b365ff230cf7d89a420b
+v0.5.12 f6e8ef27546e9a406724841e75f8df71cc4c2c97
+v0.5.13 dd34ccfe288ebda8e2568cf550994ae890379f45
+v0.6 60a20537c5f3fcc7f11946d81aebc8f90c08c117
+v0.6.1 cf5c4aeacb1703d0ffd35bdb5297d3494fee9a22
+v0.6.2 095ef5f9f60fca1b269aabcc3cfd322b17b9e674
+v0.6.3 d5f9caa82d80cdcc7f1b7748f2cf3ccbf94f82a3
+v0.6.4 58f376002e0c654fbc2de127765fa297cf694a33
+v0.6.5 70d17cd69b80e7627dcad8fd5b6438f2309ac307
+v0.6.6 d4eb5a6eafdd4803d09e6f3963918216cca5a81f
+v0.7 a2ae18d1dbd1e59c38ce22fa25ddffbd1d3084e3
+v0.7.1 1e1de64a1e59476b7b3d3558b92149246d5c3292
+v0.7.2 59bd58c940673b4c4a6a86f299022614bcf42b22
+v0.7.3 d7acd8b68f8131e0e714400cf124a3e228638643
+v0.7.4 e93649882c5e914eec4a8b8b593dc0587e497033
+v0.7.5 8abc0afe464626a461d2c7e192c912eeebeccc65
+v0.7.6 69aacd9d179fe6dd3110253a099c38b34cff7899
+v0.7.7 f1caed7299cdba5e45635d8377da6cc1e5fd7072
+v0.7.8 2189fe8741b635d8394d55dee28959425cfd5ad0
+v0.7.9 86dc54b836a973f132ed26db9f5a60b29f9b25b2
+v0.7.10 47a42ff432db8a2494e922ca5e767e58020f0446
+v0.7.11 f46ed718ba8d6bb4d42cd7b0f0150c406017c373
+v0.8 d56e04c0d960c8d3d4ab88b578dc508a2b4e07dc
+v0.8.1 cd6f26664cb8d32a13847d6648567c47c580e248
+v0.8.2 7cc0999aebfe63b6bb6dd83c1dff62c3915c4820
+v0.8.3 986500fe2f10870018f1fba1e5465476b8915977
+v0.8.4 f0d0b82b8d6f5f450952113e234d0a5a49e80c48
+v0.8.5 f5d9ddc6c2a2802a61e5ce590c6b6688bf736a69
+v0.8.6 75904ed7452c6cbfb2a70cd379a899d8a75b97c2
+v0.8.7 4f9e568019492126e236da85b5ca0a059f292900
+v0.8.8 a949a49d5efaaf2d881143d23e9fb5ff9e28e88c
+v0.8.9 a034926264cd1025c69d6ceb3fe444965f960b75
+v0.8.10 59accdd814398b884167c0f41dbf46dcccf0c29c
+v0.8.11 d630ec9092f039cb5e51c5dd6d92fc47b91407e4
+v0.8.12 57871c99031cf597ffa0d819057ac1401e129f32
+v0.8.13 e43e6e876513450d235124fcb711f1724ed9814c
+v0.8.14 71901c94dbbaa2f9f156a80c14cc7ea65219fc7c
+v0.8.15 5a7c2f90361e72e9c35e88abd2e11acdc4aba354
+v0.8.16 f41dc62a12cc0f3cb8c5453c0caa0ba21e1bd01e
+v0.9.0 58b84fb401a804967aa0dd5ee66fafa90194fd30
+v0.9.1 89f68bf0cbf53a81b0553d3816fdbe522f941fa1
+v0.9.2 c7d3b28b93faa6c955fb24bc64031512ee985ee9
+v0.9.3 8704c1ff952b5c85a44f50143bbd1a4f7b4887e2
+v0.9.4 fa310d9e2542cf497d92f007baec8fd751ffa99c
+v0.9.5 3b1e9017c560499786d8a0e46aaaeea65037acac
+v0.9.6 0b4d08fab8e35a264bc7383e878538f8083c33e5
+v0.9.7 f8cb04e4a8b032b72a909f68b808a50936184bee
--- a/scripts/lint/lint.sh
+++ b/scripts/lint/lint.sh
@@ -57,7 +57,7 @@ function run_tests() {

  if [[ -z "$FAST" ]]; then
    run "mypy" mypy $PYTHON_FILES
-    run "codespell" codespell $ALL_FILES --ignore-words=$ROOT/.codespellignore
+    run "codespell" codespell $ALL_FILES
  fi

  return $FAILED
--- a/scripts/manage-powersave.py
+++ b/scripts/manage-powersave.py
@@ -1,27 +0,0 @@
-#!/usr/bin/env python3
-import argparse
-import multiprocessing
-from openpilot.system.hardware import HARDWARE
-
-
-def main():
-  parser = argparse.ArgumentParser(description='Control power saving mode')
-  parser.add_argument('--enable', action='store_true', help='Enable power saving mode')
-  parser.add_argument('--disable', action='store_true', help='Disable power saving mode')
-  args = parser.parse_args()
-
-  if args.enable and args.disable:
-    parser.error("Cannot specify both --enable and --disable")
-  elif not (args.enable or args.disable):
-    parser.error("Must specify either --enable or --disable")
-
-  print(f"Number of CPU cores available before: [{multiprocessing.cpu_count()}]")
-  HARDWARE.set_power_save(args.enable)
-
-  state = "enabled" if args.enable else "disabled"
-  print(f"Power save mode set to: [{state}]")
-  print(f"Number of CPU cores available now: [{multiprocessing.cpu_count()}]")
-
-
-if __name__ == "__main__":
-  main()
--- a/scripts/pyqt_demo.py
+++ b/scripts/pyqt_demo.py
@@ -0,0 +1,14 @@
+#!/usr/bin/env python3
+
+from PyQt5.QtWidgets import QApplication, QLabel
+from openpilot.selfdrive.ui.qt.python_helpers import set_main_window
+
+
+if __name__ == "__main__":
+  app = QApplication([])
+  label = QLabel('Hello World!')
+
+  # Set full screen and rotate
+  set_main_window(label)
+
+  app.exec_()
--- a/selfdrive/assets/offroad/icon_plus.png
+++ b/selfdrive/assets/offroad/icon_plus.png
--- a/selfdrive/car/car_specific.py
+++ b/selfdrive/car/car_specific.py
@@ -42,19 +42,19 @@ class CarSpecificEvents:
    self.cruise_buttons: deque = deque([], maxlen=HYUNDAI_PREV_BUTTON_SAMPLES)

  def update(self, CS: car.CarState, CS_prev: car.CarState, CC: car.CarControl):
-    if self.CP.brand in ('body', 'mock'):
+    if self.CP.carName in ('body', 'mock'):
      events = Events()

-    elif self.CP.brand in ('subaru', 'mazda'):
+    elif self.CP.carName in ('subaru', 'mazda'):
      events = self.create_common_events(CS, CS_prev)

-    elif self.CP.brand == 'ford':
+    elif self.CP.carName == 'ford':
      events = self.create_common_events(CS, CS_prev, extra_gears=[GearShifter.manumatic])

-    elif self.CP.brand == 'nissan':
+    elif self.CP.carName == 'nissan':
      events = self.create_common_events(CS, CS_prev, extra_gears=[GearShifter.brake])

-    elif self.CP.brand == 'chrysler':
+    elif self.CP.carName == 'chrysler':
      events = self.create_common_events(CS, CS_prev, extra_gears=[GearShifter.low])

      # Low speed steer alert hysteresis logic
@@ -65,7 +65,7 @@ class CarSpecificEvents:
      if self.low_speed_alert:
        events.add(EventName.belowSteerSpeed)

-    elif self.CP.brand == 'honda':
+    elif self.CP.carName == 'honda':
      events = self.create_common_events(CS, CS_prev, pcm_enable=False)

      if self.CP.pcmCruise and CS.vEgo < self.CP.minEnableSpeed:
@@ -86,7 +86,7 @@ class CarSpecificEvents:
      if self.CP.minEnableSpeed > 0 and CS.vEgo < 0.001:
        events.add(EventName.manualRestart)

-    elif self.CP.brand == 'toyota':
+    elif self.CP.carName == 'toyota':
      events = self.create_common_events(CS, CS_prev)

      if self.CP.openpilotLongitudinalControl:
@@ -101,7 +101,7 @@ class CarSpecificEvents:
            # while in standstill, send a user alert
            events.add(EventName.manualRestart)

-    elif self.CP.brand == 'gm':
+    elif self.CP.carName == 'gm':
      # The ECM allows enabling on falling edge of set, but only rising edge of resume
      events = self.create_common_events(CS, CS_prev, extra_gears=[GearShifter.sport, GearShifter.low,
                                                                   GearShifter.eco, GearShifter.manumatic],
@@ -120,9 +120,9 @@ class CarSpecificEvents:
      if CS.vEgo < self.CP.minSteerSpeed:
        events.add(EventName.belowSteerSpeed)

-    elif self.CP.brand == 'volkswagen':
+    elif self.CP.carName == 'volkswagen':
      events = self.create_common_events(CS, CS_prev, extra_gears=[GearShifter.eco, GearShifter.sport, GearShifter.manumatic],
-                                         pcm_enable=self.CP.pcmCruise,
+                                         pcm_enable=not self.CP.openpilotLongitudinalControl,
                                         enable_buttons=(ButtonType.setCruise, ButtonType.resumeCruise))

      # Low speed steer alert hysteresis logic
@@ -143,13 +143,13 @@ class CarSpecificEvents:
      # if CC.eps_timer_soft_disable_alert:  # type: ignore[attr-defined]
      #   events.add(EventName.steerTimeLimit)

-    elif self.CP.brand == 'hyundai':
+    elif self.CP.carName == 'hyundai':
      # On some newer model years, the CANCEL button acts as a pause/resume button based on the PCM state
      # To avoid re-engaging when openpilot cancels, check user engagement intention via buttons
      # Main button also can trigger an engagement on these cars
      self.cruise_buttons.append(any(ev.type in HYUNDAI_ENABLE_BUTTONS for ev in CS.buttonEvents))
      events = self.create_common_events(CS, CS_prev, extra_gears=(GearShifter.sport, GearShifter.manumatic),
-                                         pcm_enable=self.CP.pcmCruise, allow_enable=any(self.cruise_buttons), allow_button_cancel=False)
+                                         pcm_enable=self.CP.pcmCruise, allow_enable=any(self.cruise_buttons))

      # low speed steer alert hysteresis logic (only for cars with steer cut off above 10 m/s)
      if CS.vEgo < (self.CP.minSteerSpeed + 2.) and self.CP.minSteerSpeed > 10.:
@@ -160,12 +160,12 @@ class CarSpecificEvents:
        events.add(EventName.belowSteerSpeed)

    else:
-      raise ValueError(f"Unsupported car: {self.CP.brand}")
+      raise ValueError(f"Unsupported car: {self.CP.carName}")

    return events

  def create_common_events(self, CS: structs.CarState, CS_prev: car.CarState, extra_gears=None, pcm_enable=True,
-                           allow_enable=True, allow_button_cancel=True, enable_buttons=(ButtonType.accelCruise, ButtonType.decelCruise)):
+                           allow_enable=True, enable_buttons=(ButtonType.accelCruise, ButtonType.decelCruise)):
    events = Events()

    if CS.doorOpen:
@@ -216,8 +216,7 @@ class CarSpecificEvents:
      if not self.CP.pcmCruise and (b.type in enable_buttons and not b.pressed):
        events.add(EventName.buttonEnable)
      # Disable on rising and falling edge of cancel for both stock and OP long
-      # TODO: only check the cancel button with openpilot longitudinal on all brands to match panda safety
-      if b.type == ButtonType.cancel and (allow_button_cancel or not self.CP.pcmCruise):
+      if b.type == ButtonType.cancel:
        events.add(EventName.buttonCancel)

    # Handle permanent and temporary steering faults
--- a/selfdrive/car/card.py
+++ b/selfdrive/car/card.py
@@ -1,12 +1,11 @@
 #!/usr/bin/env python3
-import json
 import os
 import time
 import threading

 import cereal.messaging as messaging

-from cereal import car, log, custom
+from cereal import car, log

 from panda import ALTERNATIVE_EXPERIENCE

@@ -22,10 +21,6 @@ from opendbc.car.interfaces import CarInterfaceBase, RadarInterfaceBase
 from openpilot.selfdrive.pandad import can_capnp_to_list, can_list_to_can_capnp
 from openpilot.selfdrive.car.cruise import VCruiseHelper
 from openpilot.selfdrive.car.car_specific import MockCarState
-from openpilot.selfdrive.car.helpers import convert_carControlSP, convert_to_capnp
-
-from openpilot.sunnypilot.mads.mads import MadsParams
-from openpilot.sunnypilot.selfdrive.car import interfaces

 REPLAY = "REPLAY" in os.environ

@@ -68,18 +63,15 @@ class Car:
  CI: CarInterfaceBase
  RI: RadarInterfaceBase
  CP: car.CarParams
-  CP_SP: structs.CarParamsSP
-  CP_SP_capnp: custom.CarParamsSP

  def __init__(self, CI=None, RI=None) -> None:
    self.can_sock = messaging.sub_sock('can', timeout=20)
-    self.sm = messaging.SubMaster(['pandaStates', 'carControl', 'onroadEvents'] + ['carControlSP'])
-    self.pm = messaging.PubMaster(['sendcan', 'carState', 'carParams', 'carOutput', 'liveTracks'] + ['carParamsSP'])
+    self.sm = messaging.SubMaster(['pandaStates', 'carControl', 'onroadEvents'])
+    self.pm = messaging.PubMaster(['sendcan', 'carState', 'carParams', 'carOutput', 'liveTracks'])

    self.can_rcv_cum_timeout_counter = 0

    self.CC_prev = car.CarControl.new_message()
-    self.CS_prev = car.CarState.new_message()
    self.initialized_prev = False

    self.last_actuators_output = structs.CarControl.Actuators()
@@ -105,18 +97,14 @@ class Car:
        with car.CarParams.from_bytes(cached_params_raw) as _cached_params:
          cached_params = _cached_params

-      fixed_fingerprint = json.loads(self.params.get("CarPlatformBundle", encoding='utf-8') or "{}").get("platform", None)
-
-      self.CI = get_car(*self.can_callbacks, obd_callback(self.params), experimental_long_allowed, num_pandas, cached_params, fixed_fingerprint)
-      interfaces.setup_car_interface_sp(self.CI.CP, self.CI.CP_SP, self.params)
-      self.RI = get_radar_interface(self.CI.CP, self.CI.CP_SP)
+      self.CI = get_car(*self.can_callbacks, obd_callback(self.params), experimental_long_allowed, num_pandas, cached_params)
+      self.RI = get_radar_interface(self.CI.CP)
      self.CP = self.CI.CP
-      self.CP_SP = self.CI.CP_SP

      # continue onto next fingerprinting step in pandad
      self.params.put_bool("FirmwareQueryDone", True)
    else:
-      self.CI, self.CP, self.CP_SP = CI, CI.CP, CI.CP_SP
+      self.CI, self.CP = CI, CI.CP
      self.RI = RI

    # set alternative experiences from parameters
@@ -125,13 +113,6 @@ class Car:
    if not disengage_on_accelerator:
      self.CP.alternativeExperience |= ALTERNATIVE_EXPERIENCE.DISABLE_DISENGAGE_ON_GAS

-    # mads
-    MadsParams().set_alternative_experience(self.CP)
-    MadsParams().set_car_specific_params(self.CP, self.CP_SP)
-
-    # Dynamic Experimental Control
-    self.dynamic_experimental_control = self.params.get_bool("DynamicExperimentalControl")
-
    openpilot_enabled_toggle = self.params.get_bool("OpenpilotEnabledToggle")

    controller_available = self.CI.CC is not None and openpilot_enabled_toggle and not self.CP.dashcamOnly
@@ -143,15 +124,6 @@ class Car:
      self.CP.safetyConfigs = [safety_config]

    if self.CP.secOcRequired and not self.params.get_bool("IsReleaseBranch"):
-      # Copy user key if available
-      try:
-        with open("/cache/params/SecOCKey") as f:
-          user_key = f.readline().strip()
-          if len(user_key) == 32:
-            self.params.put("SecOCKey", user_key)
-      except Exception:
-        pass
-
      secoc_key = self.params.get("SecOCKey", encoding='utf8')
      if secoc_key is not None:
        saved_secoc_key = bytes.fromhex(secoc_key.strip())
@@ -174,14 +146,6 @@ class Car:
    self.params.put_nonblocking("CarParamsCache", cp_bytes)
    self.params.put_nonblocking("CarParamsPersistent", cp_bytes)

-    # Write CarParamsSP for controls
-    # convert to pycapnp representation for caching and logging
-    self.CP_SP_capnp = convert_to_capnp(self.CP_SP)
-    cp_sp_bytes = self.CP_SP_capnp.to_bytes()
-    self.params.put("CarParamsSP", cp_sp_bytes)
-    self.params.put_nonblocking("CarParamsSPCache", cp_sp_bytes)
-    self.params.put_nonblocking("CarParamsSPPersistent", cp_sp_bytes)
-
    self.mock_carstate = MockCarState()
    self.v_cruise_helper = VCruiseHelper(self.CP)

@@ -191,9 +155,6 @@ class Car:
    # card is driven by can recv, expected at 100Hz
    self.rk = Ratekeeper(100, print_delay_threshold=None)

-    # log fingerprint in sentry
-    interfaces.log_fingerprint(self.CP)
-
  def state_update(self) -> tuple[car.CarState, structs.RadarDataT | None]:
    """carState update loop, driven by can"""

@@ -202,7 +163,7 @@ class Car:

    # Update carState from CAN
    CS = self.CI.update(can_list)
-    if self.CP.brand == 'mock':
+    if self.CP.carName == 'mock':
      CS = self.mock_carstate.update(CS)

    # Update radar tracks from CAN
@@ -219,12 +180,8 @@ class Car:
    if can_rcv_valid and REPLAY:
      self.can_log_mono_time = messaging.log_from_bytes(can_strs[0]).logMonoTime

-    self.v_cruise_helper.update_v_cruise(CS, self.sm['carControl'].enabled, self.is_metric)
-    if self.sm['carControl'].enabled and not self.CC_prev.enabled:
-      # Use CarState w/ buttons from the step selfdrived enables on
-      self.v_cruise_helper.initialize_v_cruise(self.CS_prev, self.experimental_mode, self.dynamic_experimental_control)
-
    # TODO: mirror the carState.cruiseState struct?
+    self.v_cruise_helper.update_v_cruise(CS, self.sm['carControl'].enabled, self.is_metric)
    CS.vCruise = float(self.v_cruise_helper.v_cruise_kph)
    CS.vCruiseCluster = float(self.v_cruise_helper.v_cruise_cluster_kph)

@@ -260,28 +217,20 @@ class Car:
      tracks_msg.liveTracks = RD
      self.pm.send('liveTracks', tracks_msg)

-    # carParamsSP - logged every 50 seconds (> 1 per segment)
-    if self.sm.frame % int(50. / DT_CTRL) == 0:
-      cp_sp_send = messaging.new_message('carParamsSP')
-      cp_sp_send.valid = True
-      cp_sp_send.carParamsSP = self.CP_SP_capnp
-      self.pm.send('carParamsSP', cp_sp_send)
-
-  def controls_update(self, CS: car.CarState, CC: car.CarControl, CC_SP: custom.CarControlSP):
+  def controls_update(self, CS: car.CarState, CC: car.CarControl):
    """control update loop, driven by carControl"""

    if not self.initialized_prev:
      # Initialize CarInterface, once controls are ready
      # TODO: this can make us miss at least a few cycles when doing an ECU knockout
-      self.CI.init(self.CP, self.CP_SP, *self.can_callbacks)
-      interfaces.initialize_car_interface_sp(self.CP, self.CP_SP, self.params, *self.can_callbacks)
+      self.CI.init(self.CP, *self.can_callbacks)
      # signal pandad to switch to car safety mode
      self.params.put_bool_nonblocking("ControlsReady", True)

    if self.sm.all_alive(['carControl']):
      # send car controls over can
      now_nanos = self.can_log_mono_time if REPLAY else int(time.monotonic() * 1e9)
-      self.last_actuators_output, can_sends = self.CI.apply(CC, convert_carControlSP(CC_SP), now_nanos)
+      self.last_actuators_output, can_sends = self.CI.apply(CC, now_nanos)
      self.pm.send('sendcan', can_list_to_can_capnp(can_sends, msgtype='sendcan', valid=CS.canValid))

      self.CC_prev = CC
@@ -289,24 +238,22 @@ class Car:
  def step(self):
    CS, RD = self.state_update()

+    if self.sm['carControl'].enabled and not self.CC_prev.enabled:
+      self.v_cruise_helper.initialize_v_cruise(CS, self.experimental_mode)
+
    self.state_publish(CS, RD)

    initialized = (not any(e.name == EventName.selfdriveInitializing for e in self.sm['onroadEvents']) and
                   self.sm.seen['onroadEvents'])
    if not self.CP.passive and initialized:
-      self.controls_update(CS, self.sm['carControl'], self.sm['carControlSP'])
+      self.controls_update(CS, self.sm['carControl'])

    self.initialized_prev = initialized
-    self.CS_prev = CS

  def params_thread(self, evt):
    while not evt.is_set():
      self.is_metric = self.params.get_bool("IsMetric")
      self.experimental_mode = self.params.get_bool("ExperimentalMode") and self.CP.openpilotLongitudinalControl
-
-      # sunnypilot
-      self.dynamic_experimental_control = self.params.get_bool("DynamicExperimentalControl")
-
      time.sleep(0.1)

  def card_thread(self):
--- a/selfdrive/car/cruise.py
+++ b/selfdrive/car/cruise.py
@@ -1,8 +1,8 @@
 import math
-import numpy as np

 from cereal import car
 from openpilot.common.conversions import Conversions as CV
+from openpilot.common.numpy_fast import clip


 # WARNING: this value was determined based on the model's training distribution,
@@ -106,7 +106,7 @@ class VCruiseHelper:
    if CS.gasPressed and button_type in (ButtonType.decelCruise, ButtonType.setCruise):
      self.v_cruise_kph = max(self.v_cruise_kph, CS.vEgo * CV.MS_TO_KPH)

-    self.v_cruise_kph = np.clip(round(self.v_cruise_kph, 1), V_CRUISE_MIN, V_CRUISE_MAX)
+    self.v_cruise_kph = clip(round(self.v_cruise_kph, 1), V_CRUISE_MIN, V_CRUISE_MAX)

  def update_button_timers(self, CS, enabled):
    # increment timer for buttons still pressed
@@ -120,17 +120,16 @@ class VCruiseHelper:
        self.button_timers[b.type.raw] = 1 if b.pressed else 0
        self.button_change_states[b.type.raw] = {"standstill": CS.cruiseState.standstill, "enabled": enabled}

-  def initialize_v_cruise(self, CS, experimental_mode: bool, dynamic_experimental_control: bool) -> None:
+  def initialize_v_cruise(self, CS, experimental_mode: bool) -> None:
    # initializing is handled by the PCM
    if self.CP.pcmCruise:
      return

-    initial_experimental_mode = experimental_mode and not dynamic_experimental_control
-    initial = V_CRUISE_INITIAL_EXPERIMENTAL_MODE if initial_experimental_mode else V_CRUISE_INITIAL
+    initial = V_CRUISE_INITIAL_EXPERIMENTAL_MODE if experimental_mode else V_CRUISE_INITIAL

    if any(b.type in (ButtonType.accelCruise, ButtonType.resumeCruise) for b in CS.buttonEvents) and self.v_cruise_initialized:
      self.v_cruise_kph = self.v_cruise_kph_last
    else:
-      self.v_cruise_kph = int(round(np.clip(CS.vEgo * CV.MS_TO_KPH, initial, V_CRUISE_MAX)))
+      self.v_cruise_kph = int(round(clip(CS.vEgo * CV.MS_TO_KPH, initial, V_CRUISE_MAX)))

    self.v_cruise_cluster_kph = self.v_cruise_kph
--- a/selfdrive/car/helpers.py
+++ b/selfdrive/car/helpers.py
@@ -1,59 +0,0 @@
-import capnp
-from typing import Any
-
-from cereal import custom
-from opendbc.car import structs
-
-_FIELDS = '__dataclass_fields__'  # copy of dataclasses._FIELDS
-
-
-def is_dataclass(obj):
-  """Similar to dataclasses.is_dataclass without instance type check checking"""
-  return hasattr(obj, _FIELDS)
-
-
-def _asdictref_inner(obj) -> dict[str, Any] | Any:
-  if is_dataclass(obj):
-    ret = {}
-    for field in getattr(obj, _FIELDS):  # similar to dataclasses.fields()
-      ret[field] = _asdictref_inner(getattr(obj, field))
-    return ret
-  elif isinstance(obj, (tuple, list)):
-    return type(obj)(_asdictref_inner(v) for v in obj)
-  else:
-    return obj
-
-
-def asdictref(obj) -> dict[str, Any]:
-  """
-  Similar to dataclasses.asdict without recursive type checking and copy.deepcopy
-  Note that the resulting dict will contain references to the original struct as a result
-  """
-  if not is_dataclass(obj):
-    raise TypeError("asdictref() should be called on dataclass instances")
-
-  return _asdictref_inner(obj)
-
-
-def convert_to_capnp(struct: structs.CarParamsSP) -> capnp.lib.capnp._DynamicStructBuilder:
-  struct_dict = asdictref(struct)
-
-  if isinstance(struct, structs.CarParamsSP):
-    struct_capnp = custom.CarParamsSP.new_message(**struct_dict)
-  else:
-    raise ValueError(f"Unsupported struct type: {type(struct)}")
-
-  return struct_capnp
-
-
-def convert_carControlSP(struct: capnp.lib.capnp._DynamicStructReader) -> structs.CarControlSP:
-  # TODO: recursively handle any car struct as needed
-  def remove_deprecated(s: dict) -> dict:
-    return {k: v for k, v in s.items() if not k.endswith('DEPRECATED')}
-
-  struct_dict = struct.to_dict()
-  struct_dataclass = structs.CarControlSP(**remove_deprecated({k: v for k, v in struct_dict.items() if not isinstance(k, dict)}))
-
-  struct_dataclass.mads = structs.ModularAssistiveDrivingSystem(**remove_deprecated(struct_dict.get('mads', {})))
-
-  return struct_dataclass
--- a/selfdrive/car/tests/test_car_interfaces.py
+++ b/selfdrive/car/tests/test_car_interfaces.py
@@ -4,7 +4,7 @@ import hypothesis.strategies as st
 from hypothesis import Phase, given, settings
 from parameterized import parameterized

-from cereal import car, custom
+from cereal import car
 from opendbc.car import DT_CTRL
 from opendbc.car.car_helpers import interfaces
 from opendbc.car.structs import CarParams
@@ -12,7 +12,6 @@ from opendbc.car.tests.test_car_interfaces import get_fuzzy_car_interface_args
 from opendbc.car.fingerprints import all_known_cars
 from opendbc.car.fw_versions import FW_VERSIONS, FW_QUERY_CONFIGS
 from opendbc.car.mock.values import CAR as MOCK
-from openpilot.selfdrive.car.helpers import convert_carControlSP
 from openpilot.selfdrive.controls.lib.latcontrol_angle import LatControlAngle
 from openpilot.selfdrive.controls.lib.latcontrol_pid import LatControlPID
 from openpilot.selfdrive.controls.lib.latcontrol_torque import LatControlTorque
@@ -41,12 +40,9 @@ class TestCarInterfaces:

    car_params = CarInterface.get_params(car_name, args['fingerprints'], args['car_fw'],
                                         experimental_long=args['experimental_long'], docs=False)
-    car_params_sp = CarInterface.get_params_sp(car_params, car_name, args['fingerprints'], args['car_fw'],
-                                                           experimental_long=args['experimental_long'], docs=False)
    car_params = car_params.as_reader()
-    car_interface = CarInterface(car_params, car_params_sp, CarController, CarState)
+    car_interface = CarInterface(car_params, CarController, CarState)
    assert car_params
-    assert car_params_sp
    assert car_interface

    assert car_params.mass > 1
@@ -73,16 +69,13 @@ class TestCarInterfaces:
        assert not math.isnan(tune.torque.friction) and tune.torque.friction > 0

    cc_msg = FuzzyGenerator.get_random_msg(data.draw, car.CarControl, real_floats=True)
-    cc_sp_msg = FuzzyGenerator.get_random_msg(data.draw, custom.CarControlSP, real_floats=True)
    # Run car interface
    now_nanos = 0
    CC = car.CarControl.new_message(**cc_msg)
    CC = CC.as_reader()
-    CC_SP = custom.CarControlSP.new_message(**cc_sp_msg)
-    CC_SP = convert_carControlSP(CC_SP.as_reader())
    for _ in range(10):
      car_interface.update([])
-      car_interface.apply(CC, CC_SP, now_nanos)
+      car_interface.apply(CC, now_nanos)
      now_nanos += DT_CTRL * 1e9  # 10 ms

    CC = car.CarControl.new_message(**cc_msg)
@@ -90,7 +83,7 @@ class TestCarInterfaces:
    CC = CC.as_reader()
    for _ in range(10):
      car_interface.update([])
-      car_interface.apply(CC, CC_SP, now_nanos)
+      car_interface.apply(CC, now_nanos)
      now_nanos += DT_CTRL * 1e9  # 10ms

    # Test controller initialization
--- a/selfdrive/car/tests/test_cruise_speed.py
+++ b/selfdrive/car/tests/test_cruise_speed.py
@@ -57,16 +57,16 @@ class TestVCruiseHelper:
    for _ in range(2):
      self.v_cruise_helper.update_v_cruise(car.CarState(cruiseState={"available": False}), enabled=False, is_metric=False)

-  def enable(self, v_ego, experimental_mode, dynamic_experimental_control):
+  def enable(self, v_ego, experimental_mode):
    # Simulates user pressing set with a current speed
-    self.v_cruise_helper.initialize_v_cruise(car.CarState(vEgo=v_ego), experimental_mode, dynamic_experimental_control)
+    self.v_cruise_helper.initialize_v_cruise(car.CarState(vEgo=v_ego), experimental_mode)

  def test_adjust_speed(self):
    """
    Asserts speed changes on falling edges of buttons.
    """

-    self.enable(V_CRUISE_INITIAL * CV.KPH_TO_MS, False, False)
+    self.enable(V_CRUISE_INITIAL * CV.KPH_TO_MS, False)

    for btn in (ButtonType.accelCruise, ButtonType.decelCruise):
      for pressed in (True, False):
@@ -90,7 +90,7 @@ class TestVCruiseHelper:
      CS.buttonEvents = [ButtonEvent(type=ButtonType.decelCruise, pressed=pressed)]
      self.v_cruise_helper.update_v_cruise(CS, enabled=enabled, is_metric=False)
      if pressed:
-        self.enable(V_CRUISE_INITIAL * CV.KPH_TO_MS, False, False)
+        self.enable(V_CRUISE_INITIAL * CV.KPH_TO_MS, False)

      # Expected diff on enabling. Speed should not change on falling edge of pressed
      assert not pressed == self.v_cruise_helper.v_cruise_kph == self.v_cruise_helper.v_cruise_kph_last
@@ -100,7 +100,7 @@ class TestVCruiseHelper:
    Asserts we don't increment set speed if user presses resume/accel to exit cruise standstill.
    """

-    self.enable(0, False, False)
+    self.enable(0, False)

    for standstill in (True, False):
      for pressed in (True, False):
@@ -120,7 +120,7 @@ class TestVCruiseHelper:

    for v_ego in np.linspace(0, 100, 101):
      self.reset_cruise_speed_state()
-      self.enable(V_CRUISE_INITIAL * CV.KPH_TO_MS, False, False)
+      self.enable(V_CRUISE_INITIAL * CV.KPH_TO_MS, False)

      # first decrement speed, then perform gas pressed logic
      expected_v_cruise_kph = self.v_cruise_helper.v_cruise_kph - IMPERIAL_INCREMENT
@@ -142,11 +142,10 @@ class TestVCruiseHelper:
    """

    for experimental_mode in (True, False):
-      for dynamic_experimental_control in (True, False):
-        for v_ego in np.linspace(0, 100, 101):
-          self.reset_cruise_speed_state()
-          assert not self.v_cruise_helper.v_cruise_initialized
+      for v_ego in np.linspace(0, 100, 101):
+        self.reset_cruise_speed_state()
+        assert not self.v_cruise_helper.v_cruise_initialized

-          self.enable(float(v_ego), experimental_mode, dynamic_experimental_control)
-          assert V_CRUISE_INITIAL <= self.v_cruise_helper.v_cruise_kph <= V_CRUISE_MAX
-          assert self.v_cruise_helper.v_cruise_initialized
+        self.enable(float(v_ego), experimental_mode)
+        assert V_CRUISE_INITIAL <= self.v_cruise_helper.v_cruise_kph <= V_CRUISE_MAX
+        assert self.v_cruise_helper.v_cruise_initialized
--- a/selfdrive/car/tests/test_models.py
+++ b/selfdrive/car/tests/test_models.py
@@ -1,5 +1,4 @@
 import capnp
-import copy
 import os
 import pytest
 import random
@@ -159,9 +158,7 @@ class TestCarModelBase(unittest.TestCase):

    cls.CarInterface, cls.CarController, cls.CarState, cls.RadarInterface = interfaces[cls.platform]
    cls.CP = cls.CarInterface.get_params(cls.platform,  cls.fingerprint, car_fw, experimental_long, docs=False)
-    cls.CP_SP = cls.CarInterface.get_params_sp(cls.CP, cls.platform,  cls.fingerprint, car_fw, experimental_long, docs=False)
    assert cls.CP
-    assert cls.CP_SP
    assert cls.CP.carFingerprint == cls.platform

    os.environ["COMMA_CACHE"] = DEFAULT_DOWNLOAD_CACHE_ROOT
@@ -171,7 +168,7 @@ class TestCarModelBase(unittest.TestCase):
    del cls.can_msgs

  def setUp(self):
-    self.CI = self.CarInterface(self.CP.copy(), copy.deepcopy(self.CP_SP), self.CarController, self.CarState)
+    self.CI = self.CarInterface(self.CP.copy(), self.CarController, self.CarState)
    assert self.CI

    Params().put_bool("OpenpilotEnabledToggle", self.openpilot_enabled)
@@ -205,11 +202,10 @@ class TestCarModelBase(unittest.TestCase):
    can_invalid_cnt = 0
    can_valid = False
    CC = structs.CarControl().as_reader()
-    CC_SP = structs.CarControlSP()

    for i, msg in enumerate(self.can_msgs):
      CS = self.CI.update(can_capnp_to_list((msg.as_builder().to_bytes(),)))
-      self.CI.apply(CC, CC_SP, msg.logMonoTime)
+      self.CI.apply(CC, msg.logMonoTime)

      if CS.canValid:
        can_valid = True
@@ -221,7 +217,7 @@ class TestCarModelBase(unittest.TestCase):
    self.assertEqual(can_invalid_cnt, 0)

  def test_radar_interface(self):
-    RI = self.RadarInterface(self.CP, self.CP_SP)
+    RI = self.RadarInterface(self.CP)
    assert RI

    # Since OBD port is multiplexed to bus 1 (commonly radar bus) while fingerprinting,
@@ -278,13 +274,13 @@ class TestCarModelBase(unittest.TestCase):
    if self.CP.notCar:
      self.skipTest("Skipping test for notCar")

-    def test_car_controller(car_control, car_control_sp):
+    def test_car_controller(car_control):
      now_nanos = 0
      msgs_sent = 0
-      CI = self.CarInterface(self.CP, self.CP_SP, self.CarController, self.CarState)
+      CI = self.CarInterface(self.CP, self.CarController, self.CarState)
      for _ in range(round(10.0 / DT_CTRL)):  # make sure we hit the slowest messages
        CI.update([])
-        _, sendcan = CI.apply(car_control, car_control_sp, now_nanos)
+        _, sendcan = CI.apply(car_control, now_nanos)

        now_nanos += DT_CTRL * 1e9
        msgs_sent += len(sendcan)
@@ -297,18 +293,17 @@ class TestCarModelBase(unittest.TestCase):

    # Make sure we can send all messages while inactive
    CC = structs.CarControl()
-    CC_SP = structs.CarControlSP()
-    test_car_controller(CC.as_reader(), CC_SP)
+    test_car_controller(CC.as_reader())

    # Test cancel + general messages (controls_allowed=False & cruise_engaged=True)
    self.safety.set_cruise_engaged_prev(True)
    CC = structs.CarControl(cruiseControl=structs.CarControl.CruiseControl(cancel=True))
-    test_car_controller(CC.as_reader(), CC_SP)
+    test_car_controller(CC.as_reader())

    # Test resume + general messages (controls_allowed=True & cruise_engaged=True)
    self.safety.set_controls_allowed(True)
    CC = structs.CarControl(cruiseControl=structs.CarControl.CruiseControl(resume=True))
-    test_car_controller(CC.as_reader(), CC_SP)
+    test_car_controller(CC.as_reader())

  # Skip stdout/stderr capture with pytest, causes elevated memory usage
  @pytest.mark.nocapture
@@ -367,11 +362,11 @@ class TestCarModelBase(unittest.TestCase):
      if self.safety.get_vehicle_moving() != prev_panda_vehicle_moving:
        self.assertEqual(not CS.standstill, self.safety.get_vehicle_moving())

-      if not (self.CP.brand == "honda" and not (self.CP.flags & HondaFlags.BOSCH)):
+      if not (self.CP.carName == "honda" and not (self.CP.flags & HondaFlags.BOSCH)):
        if self.safety.get_cruise_engaged_prev() != prev_panda_cruise_engaged:
          self.assertEqual(CS.cruiseState.enabled, self.safety.get_cruise_engaged_prev())

-      if self.CP.brand == "honda":
+      if self.CP.carName == "honda":
        if self.safety.get_acc_main_on() != prev_panda_acc_main_on:
          self.assertEqual(CS.cruiseState.available, self.safety.get_acc_main_on())

@@ -392,7 +387,7 @@ class TestCarModelBase(unittest.TestCase):
    controls_allowed_prev = False
    CS_prev = car.CarState.new_message()
    checks = defaultdict(int)
-    selfdrived = SelfdriveD(CP=self.CP, CP_SP=self.CP_SP)
+    selfdrived = SelfdriveD(CP=self.CP)
    selfdrived.initialized = True
    for idx, can in enumerate(self.can_msgs):
      CS = self.CI.update(can_capnp_to_list((can.as_builder().to_bytes(), ))).as_reader()
@@ -426,7 +421,7 @@ class TestCarModelBase(unittest.TestCase):
        # On most pcmCruise cars, openpilot's state is always tied to the PCM's cruise state.
        # On Honda Nidec, we always engage on the rising edge of the PCM cruise state, but
        # openpilot brakes to zero even if the min ACC speed is non-zero (i.e. the PCM disengages).
-        if self.CP.brand == "honda" and not (self.CP.flags & HondaFlags.BOSCH):
+        if self.CP.carName == "honda" and not (self.CP.flags & HondaFlags.BOSCH):
          # only the rising edges are expected to match
          if CS.cruiseState.enabled and not CS_prev.cruiseState.enabled:
            checks['controlsAllowed'] += not self.safety.get_controls_allowed()
@@ -448,7 +443,7 @@ class TestCarModelBase(unittest.TestCase):
        if button_enable and not mismatch:
          self.safety.set_controls_allowed(False)

-      if self.CP.brand == "honda":
+      if self.CP.carName == "honda":
        checks['mainOn'] += CS.cruiseState.available != self.safety.get_acc_main_on()

      CS_prev = CS
--- a/selfdrive/controls/controlsd.py
+++ b/selfdrive/controls/controlsd.py
@@ -2,7 +2,7 @@
 import math
 from typing import SupportsFloat

-from cereal import car, log, custom
+from cereal import car, log
 import cereal.messaging as messaging
 from openpilot.common.conversions import Conversions as CV
 from openpilot.common.params import Params
@@ -19,6 +19,7 @@ from openpilot.selfdrive.controls.lib.longcontrol import LongControl
 from openpilot.selfdrive.controls.lib.vehicle_model import VehicleModel
 from openpilot.selfdrive.locationd.helpers import PoseCalibrator, Pose

+
 State = log.SelfdriveState.OpenpilotState
 LaneChangeState = log.LaneChangeState
 LaneChangeDirection = log.LaneChangeDirection
@@ -32,17 +33,12 @@ class Controls:
    self.CP = messaging.log_from_bytes(self.params.get("CarParams", block=True), car.CarParams)
    cloudlog.info("controlsd got CarParams")

-    cloudlog.info("controlsd is waiting for CarParamsSP")
-    self.CP_SP = messaging.log_from_bytes(self.params.get("CarParamsSP", block=True), custom.CarParamsSP)
-    cloudlog.info("controlsd got CarParamsSP")
-
-    self.CI = get_car_interface(self.CP, self.CP_SP)
+    self.CI = get_car_interface(self.CP)

    self.sm = messaging.SubMaster(['liveParameters', 'liveTorqueParameters', 'modelV2', 'selfdriveState',
                                   'liveCalibration', 'livePose', 'longitudinalPlan', 'carState', 'carOutput',
-                                   'driverMonitoringState', 'onroadEvents', 'driverAssistance'] + ['selfdriveStateSP'],
-                                  poll='selfdriveState')
-    self.pm = messaging.PubMaster(['carControl', 'controlsState'] + ['carControlSP'])
+                                   'driverMonitoringState', 'onroadEvents', 'driverAssistance'], poll='selfdriveState')
+    self.pm = messaging.PubMaster(['carControl', 'controlsState'])

    self.steer_limited = False
    self.desired_curvature = 0.0
@@ -92,14 +88,7 @@ class Controls:

    # Check which actuators can be enabled
    standstill = abs(CS.vEgo) <= max(self.CP.minSteerSpeed, MIN_LATERAL_CONTROL_SPEED) or CS.standstill
-
-    ss_sp = self.sm['selfdriveStateSP']
-    if ss_sp.mads.available:
-      _lat_active = ss_sp.mads.active
-    else:
-      _lat_active = self.sm['selfdriveState'].active
-
-    CC.latActive = _lat_active and not CS.steerFaultTemporary and not CS.steerFaultPermanent and not standstill
+    CC.latActive = self.sm['selfdriveState'].active and not CS.steerFaultTemporary and not CS.steerFaultPermanent and not standstill
    CC.longActive = CC.enabled and not any(e.overrideLongitudinal for e in self.sm['onroadEvents']) and self.CP.openpilotLongitudinalControl

    actuators = CC.actuators
@@ -117,16 +106,15 @@ class Controls:

    # accel PID loop
    pid_accel_limits = self.CI.get_pid_accel_limits(self.CP, CS.vEgo, CS.vCruise * CV.KPH_TO_MS)
-    actuators.accel = float(self.LoC.update(CC.longActive, CS, long_plan.aTarget, long_plan.shouldStop, pid_accel_limits))
+    actuators.accel = self.LoC.update(CC.longActive, CS, long_plan.aTarget, long_plan.shouldStop, pid_accel_limits)

    # Steering PID loop and lateral MPC
    self.desired_curvature = clip_curvature(CS.vEgo, self.desired_curvature, model_v2.action.desiredCurvature)
-    actuators.curvature = float(self.desired_curvature)
-    steer, steeringAngleDeg, lac_log = self.LaC.update(CC.latActive, CS, self.VM, lp,
+    actuators.curvature = self.desired_curvature
+    actuators.steer, actuators.steeringAngleDeg, lac_log = self.LaC.update(CC.latActive, CS, self.VM, lp,
                                                                            self.steer_limited, self.desired_curvature,
                                                                            self.calibrated_pose) # TODO what if not available
-    actuators.steer = float(steer)
-    actuators.steeringAngleDeg = float(steeringAngleDeg)
+
    # Ensure no NaNs/Infs
    for p in ACTUATOR_FIELDS:
      attr = getattr(actuators, p)
@@ -137,12 +125,9 @@ class Controls:
        cloudlog.error(f"actuators.{p} not finite {actuators.to_dict()}")
        setattr(actuators, p, 0.0)

-    CC_SP = custom.CarControlSP.new_message()
-    CC_SP.mads = ss_sp.mads
+    return CC, lac_log

-    return CC, CC_SP, lac_log
-
-  def publish(self, CC, CC_SP, lac_log):
+  def publish(self, CC, lac_log):
    CS = self.sm['carState']

    # Orientation and angle rates can be useful for carcontroller
@@ -194,7 +179,7 @@ class Controls:

    cs.longitudinalPlanMonoTime = self.sm.logMonoTime['longitudinalPlan']
    cs.lateralPlanMonoTime = self.sm.logMonoTime['modelV2']
-    cs.desiredCurvature = float(self.desired_curvature)
+    cs.desiredCurvature = self.desired_curvature
    cs.longControlState = self.LoC.long_control_state
    cs.upAccelCmd = float(self.LoC.pid.p)
    cs.uiAccelCmd = float(self.LoC.pid.i)
@@ -218,18 +203,12 @@ class Controls:
    cc_send.carControl = CC
    self.pm.send('carControl', cc_send)

-    # carControlSP
-    cc_sp_send = messaging.new_message('carControlSP')
-    cc_sp_send.valid = CS.canValid
-    cc_sp_send.carControlSP = CC_SP
-    self.pm.send('carControlSP', cc_sp_send)
-
  def run(self):
    rk = Ratekeeper(100, print_delay_threshold=None)
    while True:
      self.update()
-      CC, CC_SP, lac_log = self.state_control()
-      self.publish(CC, CC_SP, lac_log)
+      CC, lac_log = self.state_control()
+      self.publish(CC, lac_log)
      rk.monitor_time()

 def main():
--- a/selfdrive/controls/lib/drive_helpers.py
+++ b/selfdrive/controls/lib/drive_helpers.py
@@ -1,5 +1,5 @@
-import numpy as np
 from cereal import log
+from openpilot.common.numpy_fast import clip
 from openpilot.common.realtime import DT_CTRL

 MIN_SPEED = 1.0
@@ -13,10 +13,10 @@ MAX_LATERAL_JERK = 5.0
 MAX_VEL_ERR = 5.0

 def clip_curvature(v_ego, prev_curvature, new_curvature):
-  new_curvature = np.clip(new_curvature, -MAX_CURVATURE, MAX_CURVATURE)
+  new_curvature = clip(new_curvature, -MAX_CURVATURE, MAX_CURVATURE)
  v_ego = max(MIN_SPEED, v_ego)
  max_curvature_rate = MAX_LATERAL_JERK / (v_ego**2) # inexact calculation, check https://github.com/commaai/openpilot/pull/24755
-  safe_desired_curvature = np.clip(new_curvature,
+  safe_desired_curvature = clip(new_curvature,
                                prev_curvature - max_curvature_rate * DT_CTRL,
                                prev_curvature + max_curvature_rate * DT_CTRL)

@@ -26,6 +26,6 @@ def clip_curvature(v_ego, prev_curvature, new_curvature):
 def get_speed_error(modelV2: log.ModelDataV2, v_ego: float) -> float:
  # ToDo: Try relative error, and absolute speed
  if len(modelV2.temporalPose.trans):
-    vel_err = np.clip(modelV2.temporalPose.trans[0] - v_ego, -MAX_VEL_ERR, MAX_VEL_ERR)
+    vel_err = clip(modelV2.temporalPose.trans[0] - v_ego, -MAX_VEL_ERR, MAX_VEL_ERR)
    return float(vel_err)
  return 0.0
--- a/selfdrive/controls/lib/latcontrol.py
+++ b/selfdrive/controls/lib/latcontrol.py
@@ -1,6 +1,6 @@
-import numpy as np
 from abc import abstractmethod, ABC

+from openpilot.common.numpy_fast import clip
 from openpilot.common.realtime import DT_CTRL

 MIN_LATERAL_CONTROL_SPEED = 0.3  # m/s
@@ -28,5 +28,5 @@ class LatControl(ABC):
      self.sat_count += self.sat_count_rate
    else:
      self.sat_count -= self.sat_count_rate
-    self.sat_count = np.clip(self.sat_count, 0.0, self.sat_limit)
+    self.sat_count = clip(self.sat_count, 0.0, self.sat_limit)
    return self.sat_count > (self.sat_limit - 1e-3)
--- a/selfdrive/controls/lib/latcontrol_angle.py
+++ b/selfdrive/controls/lib/latcontrol_angle.py
@@ -23,7 +23,7 @@ class LatControlAngle(LatControl):
      angle_steers_des += params.angleOffsetDeg

    angle_control_saturated = abs(angle_steers_des - CS.steeringAngleDeg) > STEER_ANGLE_SATURATION_THRESHOLD
-    angle_log.saturated = bool(self._check_saturation(angle_control_saturated, CS, False))
+    angle_log.saturated = self._check_saturation(angle_control_saturated, CS, False)
    angle_log.steeringAngleDeg = float(CS.steeringAngleDeg)
    angle_log.steeringAngleDesiredDeg = angle_steers_des
    return 0, float(angle_steers_des), angle_log
--- a/selfdrive/controls/lib/latcontrol_pid.py
+++ b/selfdrive/controls/lib/latcontrol_pid.py
@@ -39,10 +39,10 @@ class LatControlPID(LatControl):
      output_steer = self.pid.update(error, override=CS.steeringPressed,
                                     feedforward=steer_feedforward, speed=CS.vEgo)
      pid_log.active = True
-      pid_log.p = float(self.pid.p)
-      pid_log.i = float(self.pid.i)
-      pid_log.f = float(self.pid.f)
-      pid_log.output = float(output_steer)
-      pid_log.saturated = bool(self._check_saturation(self.steer_max - abs(output_steer) < 1e-3, CS, steer_limited))
+      pid_log.p = self.pid.p
+      pid_log.i = self.pid.i
+      pid_log.f = self.pid.f
+      pid_log.output = output_steer
+      pid_log.saturated = self._check_saturation(self.steer_max - abs(output_steer) < 1e-3, CS, steer_limited)

    return output_steer, angle_steers_des, pid_log
--- a/selfdrive/controls/lib/latcontrol_torque.py
+++ b/selfdrive/controls/lib/latcontrol_torque.py
@@ -1,8 +1,8 @@
 import math
-import numpy as np

 from cereal import log
 from opendbc.car.interfaces import LatControlInputs
+from openpilot.common.numpy_fast import interp
 from openpilot.selfdrive.controls.lib.latcontrol import LatControl
 from openpilot.common.pid import PIDController
 from openpilot.selfdrive.controls.lib.vehicle_model import ACCELERATION_DUE_TO_GRAVITY
@@ -51,7 +51,7 @@ class LatControlTorque(LatControl):
      else:
        assert calibrated_pose is not None
        actual_curvature_pose = calibrated_pose.angular_velocity.yaw / CS.vEgo
-        actual_curvature = np.interp(CS.vEgo, [2.0, 5.0], [actual_curvature_vm, actual_curvature_pose])
+        actual_curvature = interp(CS.vEgo, [2.0, 5.0], [actual_curvature_vm, actual_curvature_pose])
        curvature_deadzone = 0.0
      desired_lateral_accel = desired_curvature * CS.vEgo ** 2

@@ -60,7 +60,7 @@ class LatControlTorque(LatControl):
      actual_lateral_accel = actual_curvature * CS.vEgo ** 2
      lateral_accel_deadzone = curvature_deadzone * CS.vEgo ** 2

-      low_speed_factor = np.interp(CS.vEgo, LOW_SPEED_X, LOW_SPEED_Y)**2
+      low_speed_factor = interp(CS.vEgo, LOW_SPEED_X, LOW_SPEED_Y)**2
      setpoint = desired_lateral_accel + low_speed_factor * desired_curvature
      measurement = actual_lateral_accel + low_speed_factor * actual_curvature
      gravity_adjusted_lateral_accel = desired_lateral_accel - roll_compensation
@@ -68,7 +68,7 @@ class LatControlTorque(LatControl):
                                                            setpoint, lateral_accel_deadzone, friction_compensation=False, gravity_adjusted=False)
      torque_from_measurement = self.torque_from_lateral_accel(LatControlInputs(measurement, roll_compensation, CS.vEgo, CS.aEgo), self.torque_params,
                                                               measurement, lateral_accel_deadzone, friction_compensation=False, gravity_adjusted=False)
-      pid_log.error = float(torque_from_setpoint - torque_from_measurement)
+      pid_log.error = torque_from_setpoint - torque_from_measurement
      ff = self.torque_from_lateral_accel(LatControlInputs(gravity_adjusted_lateral_accel, roll_compensation, CS.vEgo, CS.aEgo), self.torque_params,
                                          desired_lateral_accel - actual_lateral_accel, lateral_accel_deadzone, friction_compensation=True,
                                          gravity_adjusted=True)
@@ -80,14 +80,14 @@ class LatControlTorque(LatControl):
                                      freeze_integrator=freeze_integrator)

      pid_log.active = True
-      pid_log.p = float(self.pid.p)
-      pid_log.i = float(self.pid.i)
-      pid_log.d = float(self.pid.d)
-      pid_log.f = float(self.pid.f)
-      pid_log.output = float(-output_torque)
-      pid_log.actualLateralAccel = float(actual_lateral_accel)
-      pid_log.desiredLateralAccel = float(desired_lateral_accel)
-      pid_log.saturated = bool(self._check_saturation(self.steer_max - abs(output_torque) < 1e-3, CS, steer_limited))
+      pid_log.p = self.pid.p
+      pid_log.i = self.pid.i
+      pid_log.d = self.pid.d
+      pid_log.f = self.pid.f
+      pid_log.output = -output_torque
+      pid_log.actualLateralAccel = actual_lateral_accel
+      pid_log.desiredLateralAccel = desired_lateral_accel
+      pid_log.saturated = self._check_saturation(self.steer_max - abs(output_torque) < 1e-3, CS, steer_limited)

    # TODO left is positive in this convention
    return -output_torque, 0.0, pid_log
--- a/selfdrive/controls/lib/longcontrol.py
+++ b/selfdrive/controls/lib/longcontrol.py
@@ -1,5 +1,5 @@
-import numpy as np
 from cereal import car
+from openpilot.common.numpy_fast import clip
 from openpilot.common.realtime import DT_CTRL
 from openpilot.selfdrive.controls.lib.drive_helpers import CONTROL_N
 from openpilot.common.pid import PIDController
@@ -84,5 +84,5 @@ class LongControl:
      output_accel = self.pid.update(error, speed=CS.vEgo,
                                     feedforward=a_target)

-    self.last_output_accel = np.clip(output_accel, accel_limits[0], accel_limits[1])
+    self.last_output_accel = clip(output_accel, accel_limits[0], accel_limits[1])
    return self.last_output_accel
--- a/selfdrive/controls/lib/longitudinal_mpc_lib/long_mpc.py
+++ b/selfdrive/controls/lib/longitudinal_mpc_lib/long_mpc.py
@@ -4,6 +4,7 @@ import time
 import numpy as np
 from cereal import log
 from opendbc.car.interfaces import ACCEL_MIN
+from openpilot.common.numpy_fast import clip
 from openpilot.common.realtime import DT_MDL
 from openpilot.common.swaglog import cloudlog
 # WARNING: imports outside of constants will not trigger a rebuild
@@ -319,9 +320,9 @@ class LongitudinalMpc:
    # MPC will not converge if immediate crash is expected
    # Clip lead distance to what is still possible to brake for
    min_x_lead = ((v_ego + v_lead)/2) * (v_ego - v_lead) / (-ACCEL_MIN * 2)
-    x_lead = np.clip(x_lead, min_x_lead, 1e8)
-    v_lead = np.clip(v_lead, 0.0, 1e8)
-    a_lead = np.clip(a_lead, -10., 5.)
+    x_lead = clip(x_lead, min_x_lead, 1e8)
+    v_lead = clip(v_lead, 0.0, 1e8)
+    a_lead = clip(a_lead, -10., 5.)
    lead_xv = self.extrapolate_lead(x_lead, v_lead, a_lead, a_lead_tau)
    return lead_xv

--- a/selfdrive/controls/lib/longitudinal_planner.py
+++ b/selfdrive/controls/lib/longitudinal_planner.py
@@ -1,6 +1,7 @@
 #!/usr/bin/env python3
 import math
 import numpy as np
+from openpilot.common.numpy_fast import clip, interp

 import cereal.messaging as messaging
 from opendbc.car.interfaces import ACCEL_MIN, ACCEL_MAX
@@ -15,8 +16,6 @@ from openpilot.selfdrive.controls.lib.drive_helpers import CONTROL_N, get_speed_
 from openpilot.selfdrive.car.cruise import V_CRUISE_MAX, V_CRUISE_UNSET
 from openpilot.common.swaglog import cloudlog

-from openpilot.sunnypilot.selfdrive.controls.lib.longitudinal_planner import LongitudinalPlannerSP
-
 LON_MPC_STEP = 0.2  # first step is 0.2s
 A_CRUISE_MIN = -1.2
 A_CRUISE_MAX_VALS = [1.6, 1.2, 0.8, 0.6]
@@ -31,7 +30,7 @@ _A_TOTAL_MAX_BP = [20., 40.]


 def get_max_accel(v_ego):
-  return np.interp(v_ego, A_CRUISE_MAX_BP, A_CRUISE_MAX_VALS)
+  return interp(v_ego, A_CRUISE_MAX_BP, A_CRUISE_MAX_VALS)

 def get_coast_accel(pitch):
  return np.sin(pitch) * -5.65 - 0.3  # fitted from data using xx/projects/allow_throttle/compute_coast_accel.py
@@ -44,7 +43,7 @@ def limit_accel_in_turns(v_ego, angle_steers, a_target, CP):
  """
  # FIXME: This function to calculate lateral accel is incorrect and should use the VehicleModel
  # The lookup table for turns should also be updated if we do this
-  a_total_max = np.interp(v_ego, _A_TOTAL_MAX_BP, _A_TOTAL_MAX_V)
+  a_total_max = interp(v_ego, _A_TOTAL_MAX_BP, _A_TOTAL_MAX_V)
  a_y = v_ego ** 2 * angle_steers * CV.DEG_TO_RAD / (CP.steerRatio * CP.wheelbase)
  a_x_allowed = math.sqrt(max(a_total_max ** 2 - a_y ** 2, 0.))

@@ -56,9 +55,9 @@ def get_accel_from_plan(speeds, accels, action_t=DT_MDL, vEgoStopping=0.05):
    v_now = speeds[0]
    a_now = accels[0]

-    v_target = np.interp(action_t, CONTROL_N_T_IDX, speeds)
+    v_target = interp(action_t, CONTROL_N_T_IDX, speeds)
    a_target = 2 * (v_target - v_now) / (action_t) - a_now
-    v_target_1sec = np.interp(action_t + 1.0, CONTROL_N_T_IDX, speeds)
+    v_target_1sec = interp(action_t + 1.0, CONTROL_N_T_IDX, speeds)
  else:
    v_target = 0.0
    v_target_1sec = 0.0
@@ -68,11 +67,10 @@ def get_accel_from_plan(speeds, accels, action_t=DT_MDL, vEgoStopping=0.05):
  return a_target, should_stop


-class LongitudinalPlanner(LongitudinalPlannerSP):
+class LongitudinalPlanner:
  def __init__(self, CP, init_v=0.0, init_a=0.0, dt=DT_MDL):
    self.CP = CP
    self.mpc = LongitudinalMpc(dt=dt)
-    LongitudinalPlannerSP.__init__(self, self.CP, self.mpc)
    self.fcw = False
    self.dt = dt
    self.allow_throttle = True
@@ -107,10 +105,7 @@ class LongitudinalPlanner(LongitudinalPlannerSP):
    return x, v, a, j, throttle_prob

  def update(self, sm):
-    LongitudinalPlannerSP.update(self, sm)
    self.mpc.mode = 'blended' if sm['selfdriveState'].experimentalMode else 'acc'
-    if dec_mpc_mode := self.get_mpc_mode():
-      self.mpc.mode = dec_mpc_mode

    if len(sm['carControl'].orientationNED) == 3:
      accel_coast = get_coast_accel(sm['carControl'].orientationNED[1])
@@ -144,7 +139,7 @@ class LongitudinalPlanner(LongitudinalPlannerSP):
    if reset_state:
      self.v_desired_filter.x = v_ego
      # Clip aEgo to cruise limits to prevent large accelerations when becoming active
-      self.a_desired = np.clip(sm['carState'].aEgo, accel_limits[0], accel_limits[1])
+      self.a_desired = clip(sm['carState'].aEgo, accel_limits[0], accel_limits[1])

    # Prevent divergence, smooth in current v_ego
    self.v_desired_filter.x = max(0.0, self.v_desired_filter.update(v_ego))
@@ -156,7 +151,7 @@ class LongitudinalPlanner(LongitudinalPlannerSP):

    if not self.allow_throttle:
      clipped_accel_coast = max(accel_coast, accel_limits_turns[0])
-      clipped_accel_coast_interp = np.interp(v_ego, [MIN_ALLOW_THROTTLE_SPEED, MIN_ALLOW_THROTTLE_SPEED*2], [accel_limits_turns[1], clipped_accel_coast])
+      clipped_accel_coast_interp = interp(v_ego, [MIN_ALLOW_THROTTLE_SPEED, MIN_ALLOW_THROTTLE_SPEED*2], [accel_limits_turns[1], clipped_accel_coast])
      accel_limits_turns[1] = min(accel_limits_turns[1], clipped_accel_coast_interp)

    if force_slow_decel:
@@ -181,7 +176,7 @@ class LongitudinalPlanner(LongitudinalPlannerSP):

    # Interpolate 0.05 seconds and save as starting point for next iteration
    a_prev = self.a_desired
-    self.a_desired = float(np.interp(self.dt, CONTROL_N_T_IDX, self.a_desired_trajectory))
+    self.a_desired = float(interp(self.dt, CONTROL_N_T_IDX, self.a_desired_trajectory))
    self.v_desired_filter.x = self.v_desired_filter.x + self.dt * (self.a_desired + a_prev) / 2.0

  def publish(self, sm, pm):
@@ -205,11 +200,9 @@ class LongitudinalPlanner(LongitudinalPlannerSP):
    action_t =  self.CP.longitudinalActuatorDelay + DT_MDL
    a_target, should_stop = get_accel_from_plan(longitudinalPlan.speeds, longitudinalPlan.accels,
                                                action_t=action_t, vEgoStopping=self.CP.vEgoStopping)
-    longitudinalPlan.aTarget = float(a_target)
-    longitudinalPlan.shouldStop = bool(should_stop)
+    longitudinalPlan.aTarget = a_target
+    longitudinalPlan.shouldStop = should_stop
    longitudinalPlan.allowBrake = True
-    longitudinalPlan.allowThrottle = bool(self.allow_throttle)
+    longitudinalPlan.allowThrottle = self.allow_throttle

    pm.send('longitudinalPlan', plan_send)
-
-    self.publish_longitudinal_plan_sp(sm, pm)
--- a/selfdrive/controls/lib/tests/test_latcontrol.py
+++ b/selfdrive/controls/lib/tests/test_latcontrol.py
@@ -19,8 +19,7 @@ class TestLatControl:
  def test_saturation(self, car_name, controller):
    CarInterface, CarController, CarState, RadarInterface = interfaces[car_name]
    CP = CarInterface.get_non_essential_params(car_name)
-    CP_SP = CarInterface.get_non_essential_params_sp(CP, car_name)
-    CI = CarInterface(CP, CP_SP, CarController, CarState)
+    CI = CarInterface(CP, CarController, CarState)
    VM = VehicleModel(CP)

    controller = controller(CP.as_reader(), CI)
--- a/selfdrive/controls/plannerd.py
+++ b/selfdrive/controls/plannerd.py
@@ -14,11 +14,11 @@ def main():
  cloudlog.info("plannerd is waiting for CarParams")
  params = Params()
  CP = messaging.log_from_bytes(params.get("CarParams", block=True), car.CarParams)
-  cloudlog.info("plannerd got CarParams: %s", CP.brand)
+  cloudlog.info("plannerd got CarParams: %s", CP.carName)

  ldw = LaneDepartureWarning()
  longitudinal_planner = LongitudinalPlanner(CP)
-  pm = messaging.PubMaster(['longitudinalPlan', 'driverAssistance', 'longitudinalPlanSP'])
+  pm = messaging.PubMaster(['longitudinalPlan', 'driverAssistance'])
  sm = messaging.SubMaster(['carControl', 'carState', 'controlsState', 'liveParameters', 'radarState', 'modelV2', 'selfdriveState'],
                           poll='modelV2', ignore_avg_freq=['radarState'])

--- a/selfdrive/controls/radard.py
+++ b/selfdrive/controls/radard.py
@@ -1,11 +1,11 @@
 #!/usr/bin/env python3
 import math
-import numpy as np
 from collections import deque
 from typing import Any

 import capnp
 from cereal import messaging, log, car
+from openpilot.common.numpy_fast import interp
 from openpilot.common.params import Params
 from openpilot.common.realtime import DT_MDL, Priority, config_realtime_process
 from openpilot.common.swaglog import cloudlog
@@ -44,7 +44,7 @@ class KalmanParams:
          0.28144091, 0.27958406, 0.27783249, 0.27617149, 0.27458948, 0.27307714,
          0.27162685, 0.27023228, 0.26888809, 0.26758976, 0.26633338, 0.26511557,
          0.26393339, 0.26278425]
-    self.K = [[np.interp(dt, dts, K0)], [np.interp(dt, dts, K1)]]
+    self.K = [[interp(dt, dts, K0)], [interp(dt, dts, K1)]]


 class Track:
--- a/selfdrive/debug/adb.sh
+++ b/selfdrive/debug/adb.sh
@@ -0,0 +1,11 @@
+#!/usr/bin/env bash
+set -e
+
+PORT=5555
+
+setprop service.adb.tcp.port $PORT
+sudo systemctl start adbd
+
+IP=$(echo $SSH_CONNECTION | awk '{ print $3}')
+echo "then, connect on your computer:"
+echo "adb connect $IP:$PORT"
--- a/selfdrive/debug/clear_dtc.py
+++ b/selfdrive/debug/clear_dtc.py
@@ -2,8 +2,8 @@
 import sys
 import argparse
 from subprocess import check_output, CalledProcessError
-from opendbc.car.uds import UdsClient, MessageTimeoutError, SESSION_TYPE, DTC_GROUP_TYPE
 from panda import Panda
+from panda.python.uds import UdsClient, MessageTimeoutError, SESSION_TYPE, DTC_GROUP_TYPE

 parser = argparse.ArgumentParser(description="clear DTC status")
 parser.add_argument("addr", type=lambda x: int(x,0), nargs="?", default=0x7DF) # default is functional (broadcast) address
--- a/selfdrive/debug/debug_fw_fingerprinting_offline.py
+++ b/selfdrive/debug/debug_fw_fingerprinting_offline.py
@@ -1,9 +1,9 @@
 #!/usr/bin/env python3
 import argparse

-from opendbc.car import uds
 from openpilot.tools.lib.live_logreader import live_logreader
 from openpilot.tools.lib.logreader import LogReader, ReadMode
+from panda.python import uds


 def main(route: str | None, addrs: list[int]):
--- a/selfdrive/debug/hyundai_enable_radar_points.py
+++ b/selfdrive/debug/hyundai_enable_radar_points.py
@@ -16,8 +16,8 @@ import argparse
 from typing import NamedTuple
 from subprocess import check_output, CalledProcessError

-from opendbc.car.uds import UdsClient, SESSION_TYPE, DATA_IDENTIFIER_TYPE
 from panda.python import Panda
+from panda.python.uds import UdsClient, SESSION_TYPE, DATA_IDENTIFIER_TYPE

 class ConfigValues(NamedTuple):
  default_config: bytes
--- a/selfdrive/debug/internal/init.py
+++ b/selfdrive/debug/internal/init.py
--- a/selfdrive/debug/internal/fuzz_fw_fingerprint.py
+++ b/selfdrive/debug/internal/fuzz_fw_fingerprint.py
--- a/selfdrive/debug/internal/measure_modeld_packet_drop.py
+++ b/selfdrive/debug/internal/measure_modeld_packet_drop.py
--- a/selfdrive/debug/internal/measure_torque_time_to_max.py
+++ b/selfdrive/debug/internal/measure_torque_time_to_max.py
--- a/selfdrive/debug/internal/qlog_size.py
+++ b/selfdrive/debug/internal/qlog_size.py
--- a/selfdrive/debug/live_cpu_and_temp.py
+++ b/selfdrive/debug/live_cpu_and_temp.py
@@ -1,10 +1,10 @@
 #!/usr/bin/env python3
 import argparse
-import numpy as np
 import capnp
 from collections import defaultdict

 from cereal.messaging import SubMaster
+from openpilot.common.numpy_fast import mean

 def cputime_total(ct):
  return ct.user + ct.nice + ct.system + ct.idle + ct.iowait + ct.irq + ct.softirq
@@ -49,7 +49,7 @@ if __name__ == "__main__":

    if sm.updated['deviceState']:
      t = sm['deviceState']
-      last_temp = np.mean(t.cpuTempC)
+      last_temp = mean(t.cpuTempC)
      last_mem = t.memoryUsagePercent

    if sm.updated['procLog']:
@@ -72,7 +72,7 @@ if __name__ == "__main__":
      total_times = total_times_new[:]
      busy_times = busy_times_new[:]

-      print(f"CPU {100.0 * np.mean(cores):.2f}% - RAM: {last_mem:.2f}% - Temp {last_temp:.2f}C")
+      print(f"CPU {100.0 * mean(cores):.2f}% - RAM: {last_mem:.2f}% - Temp {last_temp:.2f}C")

      if args.cpu and prev_proclog is not None and prev_proclog_t is not None:
        procs: dict[str, float] = defaultdict(float)
--- a/selfdrive/debug/read_dtc_status.py
+++ b/selfdrive/debug/read_dtc_status.py
@@ -2,8 +2,9 @@
 import sys
 import argparse
 from subprocess import check_output, CalledProcessError
-from opendbc.car.uds import UdsClient, SESSION_TYPE, DTC_REPORT_TYPE, DTC_STATUS_MASK_TYPE, get_dtc_num_as_str, get_dtc_status_names
 from panda import Panda
+from panda.python.uds import UdsClient, SESSION_TYPE, DTC_REPORT_TYPE, DTC_STATUS_MASK_TYPE
+from panda.python.uds import get_dtc_num_as_str, get_dtc_status_names

 parser = argparse.ArgumentParser(description="read DTC status")
 parser.add_argument("addr", type=lambda x: int(x,0))
--- a/selfdrive/debug/touch_replay.py
+++ b/selfdrive/debug/touch_replay.py
@@ -30,7 +30,7 @@ if __name__ == '__main__':
        elif event.type == 3 and event.code == 57 and event.value == -1:
          fingers[current_slot] = [-1, -1]
        elif event.type == 3 and event.code == 53:
-          fingers[current_slot][1] = event.value
+          fingers[current_slot][1] = h - (h - event.value)
          if fingers[current_slot][0] != -1:
            touch_points.append(fingers[current_slot].copy())
        elif event.type == 3 and event.code == 54:
--- a/selfdrive/debug/uiview.py
+++ b/selfdrive/debug/uiview.py
@@ -3,19 +3,14 @@ import time

 from cereal import car, log, messaging
 from openpilot.common.params import Params
-from openpilot.system.manager.process_config import managed_processes, is_snpe_model
+from openpilot.system.manager.process_config import managed_processes
 from openpilot.system.hardware import HARDWARE

 if __name__ == "__main__":
  CP = car.CarParams(notCar=True, wheelbase=1, steerRatio=10)
-  params = Params()
-  params.put("CarParams", CP.to_bytes())
-  if use_snpe_modeld := is_snpe_model(False, params, CP):
-    print("Using SNPE modeld")
-  HARDWARE.set_power_save(False)
+  Params().put("CarParams", CP.to_bytes())

-  procs = ['camerad', 'ui', 'calibrationd', 'plannerd', 'dmonitoringmodeld', 'dmonitoringd']
-  procs += ["modeld_snpe" if use_snpe_modeld else "modeld"]
+  procs = ['camerad', 'ui', 'modeld', 'calibrationd', 'plannerd', 'dmonitoringmodeld', 'dmonitoringd']
  for p in procs:
    managed_processes[p].start()

--- a/selfdrive/debug/vw_mqb_config.py
+++ b/selfdrive/debug/vw_mqb_config.py
@@ -3,9 +3,9 @@
 import argparse
 import struct
 from enum import IntEnum
-from opendbc.car.uds import UdsClient, MessageTimeoutError, NegativeResponseError, SESSION_TYPE,\
-  DATA_IDENTIFIER_TYPE, ACCESS_TYPE
 from panda import Panda
+from panda.python.uds import UdsClient, MessageTimeoutError, NegativeResponseError, SESSION_TYPE,\
+  DATA_IDENTIFIER_TYPE, ACCESS_TYPE
 from datetime import date

 # TODO: extend UDS library to allow custom/vendor-defined data identifiers without ignoring type checks
--- a/selfdrive/locationd/locationd.py
+++ b/selfdrive/locationd/locationd.py
@@ -24,16 +24,14 @@ MIN_STD_SANITY_CHECK = 1e-5  # m or rad
 MAX_FILTER_REWIND_TIME = 0.8  # s
 MAX_SENSOR_TIME_DIFF = 0.1  # s
 YAWRATE_CROSS_ERR_CHECK_FACTOR = 30
-INPUT_INVALID_LIMIT = 2.0 # 1 (camodo) / 9 (sensor) bad input[s] ignored
-INPUT_INVALID_RECOVERY = 10.0 # ~10 secs to resume after exceeding allowed bad inputs by one
+INPUT_INVALID_THRESHOLD = 0.5  # 0 bad inputs ignored
+TIMING_INVALID_THRESHOLD = 2.5  # 2 bad timings ignored
+INPUT_INVALID_DECAY = 0.9993  # ~10 secs to resume after exceeding allowed bad inputs by one (at 100hz)
+TIMING_INVALID_DECAY = 0.9990  # ~2 secs to resume after exceeding allowed bad timings by one (at 100hz)
 POSENET_STD_INITIAL_VALUE = 10.0
 POSENET_STD_HIST_HALF = 20


-def calculate_invalid_input_decay(invalid_limit, recovery_time, frequency):
-  return (1 - 1 / (2 * invalid_limit)) ** (1 / (recovery_time * frequency))
-
-
 def init_xyz_measurement(measurement: capnp._DynamicStructBuilder, values: np.ndarray, stds: np.ndarray, valid: bool):
  assert len(values) == len(stds) == 3
  measurement.x, measurement.y, measurement.z = map(float, values)
@@ -271,11 +269,11 @@ def main():

  filter_initialized = False
  critcal_services = ["accelerometer", "gyroscope", "cameraOdometry"]
+  observation_timing_invalid = defaultdict(int)
  observation_input_invalid = defaultdict(int)

-  input_invalid_limit = {s: round(INPUT_INVALID_LIMIT * (SERVICE_LIST[s].frequency / 20.)) for s in critcal_services}
-  input_invalid_threshold = {s: input_invalid_limit[s] - 0.5 for s in critcal_services}
-  input_invalid_decay = {s: calculate_invalid_input_decay(input_invalid_limit[s], INPUT_INVALID_RECOVERY, SERVICE_LIST[s].frequency) for s in critcal_services}
+  input_invalid_decay = {s: INPUT_INVALID_DECAY ** (100. / SERVICE_LIST[s].frequency) for s in critcal_services}
+  timing_invalid_decay = {s: TIMING_INVALID_DECAY ** (100. / SERVICE_LIST[s].frequency) for s in critcal_services}

  initial_pose = params.get("LocationFilterInitialState")
  if initial_pose is not None:
@@ -308,20 +306,19 @@ def main():
            continue

          if res == HandleLogResult.TIMING_INVALID:
-            print(f"Observation {which} ignored due to failed timing check")
-            observation_input_invalid[which] += 1
-            print(observation_input_invalid[which])
+            observation_timing_invalid[which] += 1
          elif res == HandleLogResult.INPUT_INVALID:
-            print(f"Observation {which} ignored due to failed sanity check")
            observation_input_invalid[which] += 1
          else:
            observation_input_invalid[which] *= input_invalid_decay[which]
+            observation_timing_invalid[which] *= timing_invalid_decay[which]
    else:
      filter_initialized = sm.all_checks() and sensor_all_checks(acc_msgs, gyro_msgs, sensor_valid, sensor_recv_time, sensor_alive, SIMULATION)

    if sm.updated["cameraOdometry"]:
-      critical_service_inputs_valid = all(observation_input_invalid[s] < input_invalid_threshold[s] for s in critcal_services)
-      inputs_valid = sm.all_valid() and critical_service_inputs_valid
+      critical_service_inputs_valid = all(observation_input_invalid[s] < INPUT_INVALID_THRESHOLD for s in critcal_services)
+      critical_service_timing_valid = all(observation_timing_invalid[s] < TIMING_INVALID_THRESHOLD for s in critcal_services)
+      inputs_valid = sm.all_valid() and critical_service_inputs_valid and critical_service_timing_valid
      sensors_valid = sensor_all_checks(acc_msgs, gyro_msgs, sensor_valid, sensor_recv_time, sensor_alive, SIMULATION)

      msg = estimator.get_msg(sensors_valid, inputs_valid, filter_initialized)
--- a/selfdrive/locationd/paramsd.py
+++ b/selfdrive/locationd/paramsd.py
@@ -8,6 +8,7 @@ import cereal.messaging as messaging
 from cereal import car, log
 from openpilot.common.params import Params
 from openpilot.common.realtime import config_realtime_process, DT_MDL
+from openpilot.common.numpy_fast import clip
 from openpilot.selfdrive.locationd.models.car_kf import CarKalman, ObservationKind, States
 from openpilot.selfdrive.locationd.models.constants import GENERATED_DIR
 from openpilot.selfdrive.locationd.helpers import PoseCalibrator, Pose
@@ -65,7 +66,7 @@ class ParamsLearner:
        # This is done to bound the road roll estimate when localizer values are invalid
        roll = 0.0
        roll_std = np.radians(10.0)
-      self.roll = np.clip(roll, self.roll - ROLL_MAX_DELTA, self.roll + ROLL_MAX_DELTA)
+      self.roll = clip(roll, self.roll - ROLL_MAX_DELTA, self.roll + ROLL_MAX_DELTA)

      yaw_rate_valid = msg.angularVelocityDevice.valid and self.calibrator.calib_valid
      yaw_rate_valid = yaw_rate_valid and 0 < self.yaw_rate_std < 10  # rad/s
@@ -202,11 +203,11 @@ def main():
        learner = ParamsLearner(CP, CP.steerRatio, 1.0, 0.0)
        x = learner.kf.x

-      angle_offset_average = np.clip(math.degrees(x[States.ANGLE_OFFSET].item()),
+      angle_offset_average = clip(math.degrees(x[States.ANGLE_OFFSET].item()),
                                  angle_offset_average - MAX_ANGLE_OFFSET_DELTA, angle_offset_average + MAX_ANGLE_OFFSET_DELTA)
-      angle_offset = np.clip(math.degrees(x[States.ANGLE_OFFSET].item() + x[States.ANGLE_OFFSET_FAST].item()),
+      angle_offset = clip(math.degrees(x[States.ANGLE_OFFSET].item() + x[States.ANGLE_OFFSET_FAST].item()),
                          angle_offset - MAX_ANGLE_OFFSET_DELTA, angle_offset + MAX_ANGLE_OFFSET_DELTA)
-      roll = np.clip(float(x[States.ROAD_ROLL].item()), roll - ROLL_MAX_DELTA, roll + ROLL_MAX_DELTA)
+      roll = clip(float(x[States.ROAD_ROLL].item()), roll - ROLL_MAX_DELTA, roll + ROLL_MAX_DELTA)
      roll_std = float(P[States.ROAD_ROLL].item())
      if learner.active and learner.speed > LOW_ACTIVE_SPEED:
        # Account for the opposite signs of the yaw rates
@@ -225,9 +226,9 @@ def main():
      liveParameters.sensorValid = sensors_valid
      liveParameters.steerRatio = float(x[States.STEER_RATIO].item())
      liveParameters.stiffnessFactor = float(x[States.STIFFNESS].item())
-      liveParameters.roll = float(roll)
-      liveParameters.angleOffsetAverageDeg = float(angle_offset_average)
-      liveParameters.angleOffsetDeg = float(angle_offset)
+      liveParameters.roll = roll
+      liveParameters.angleOffsetAverageDeg = angle_offset_average
+      liveParameters.angleOffsetDeg = angle_offset
      liveParameters.valid = all((
        avg_offset_valid,
        total_offset_valid,
--- a/selfdrive/locationd/test/test_locationd.py
+++ b/selfdrive/locationd/test/test_locationd.py
@@ -0,0 +1,56 @@
+import capnp
+
+import cereal.messaging as messaging
+from openpilot.common.params import Params
+
+from openpilot.system.manager.process_config import managed_processes
+
+
+class TestLocationdProc:
+  LLD_MSGS = ['gpsLocationExternal', 'cameraOdometry', 'carState', 'liveCalibration',
+              'accelerometer', 'gyroscope', 'magnetometer']
+
+  def setup_method(self):
+    self.pm = messaging.PubMaster(self.LLD_MSGS)
+
+    self.params = Params()
+    self.params.put_bool("UbloxAvailable", True)
+    managed_processes['locationd'].prepare()
+    managed_processes['locationd'].start()
+
+  def teardown_method(self):
+    managed_processes['locationd'].stop()
+
+  def get_msg(self, name, t):
+    try:
+      msg = messaging.new_message(name)
+    except capnp.lib.capnp.KjException:
+      msg = messaging.new_message(name, 0)
+
+    if name == "gpsLocationExternal":
+      msg.gpsLocationExternal.flags = 1
+      msg.gpsLocationExternal.hasFix = True
+      msg.gpsLocationExternal.verticalAccuracy = 1.0
+      msg.gpsLocationExternal.speedAccuracy = 1.0
+      msg.gpsLocationExternal.bearingAccuracyDeg = 1.0
+      msg.gpsLocationExternal.vNED = [0.0, 0.0, 0.0]
+      msg.gpsLocationExternal.latitude = float(self.lat)
+      msg.gpsLocationExternal.longitude = float(self.lon)
+      msg.gpsLocationExternal.unixTimestampMillis = t * 1e6
+      msg.gpsLocationExternal.altitude = float(self.alt)
+    #if name == "gnssMeasurements":
+    #  msg.gnssMeasurements.measTime = t
+    #  msg.gnssMeasurements.positionECEF.value = [self.x , self.y, self.z]
+    #  msg.gnssMeasurements.positionECEF.std = [0,0,0]
+    #  msg.gnssMeasurements.positionECEF.valid = True
+    #  msg.gnssMeasurements.velocityECEF.value = []
+    #  msg.gnssMeasurements.velocityECEF.std = [0,0,0]
+    #  msg.gnssMeasurements.velocityECEF.valid = True
+    elif name == 'cameraOdometry':
+      msg.cameraOdometry.rot = [0.0, 0.0, 0.0]
+      msg.cameraOdometry.rotStd = [0.0, 0.0, 0.0]
+      msg.cameraOdometry.trans = [0.0, 0.0, 0.0]
+      msg.cameraOdometry.transStd = [0.0, 0.0, 0.0]
+    msg.logMonoTime = t
+    msg.valid = True
+    return msg
--- a/selfdrive/locationd/test/test_locationd_scenarios.py
+++ b/selfdrive/locationd/test/test_locationd_scenarios.py
@@ -23,10 +23,8 @@ class Scenario(Enum):
  BASE = 'base'
  GYRO_OFF = 'gyro_off'
  GYRO_SPIKE_MIDWAY = 'gyro_spike_midway'
-  GYRO_CONSISTENT_SPIKES = 'gyro_consistent_spikes'
  ACCEL_OFF = 'accel_off'
  ACCEL_SPIKE_MIDWAY = 'accel_spike_midway'
-  ACCEL_CONSISTENT_SPIKES = 'accel_consistent_spikes'
  SENSOR_TIMING_SPIKE_MIDWAY = 'timing_spikes'
  SENSOR_TIMING_CONSISTENT_SPIKES = 'timing_consistent_spikes'

@@ -65,20 +63,18 @@ def run_scenarios(scenario, logs):
  elif scenario == Scenario.GYRO_OFF:
    logs = sorted([x for x in logs if x.which() != 'gyroscope'], key=lambda x: x.logMonoTime)

-  elif scenario == Scenario.GYRO_SPIKE_MIDWAY or scenario == Scenario.GYRO_CONSISTENT_SPIKES:
+  elif scenario == Scenario.GYRO_SPIKE_MIDWAY:
    def gyro_spike(msg):
      msg.gyroscope.gyroUncalibrated.v[0] += 3.0
-    count = 1 if scenario == Scenario.GYRO_SPIKE_MIDWAY else CONSISTENT_SPIKES_COUNT
-    logs = modify_logs_midway(logs, 'gyroscope', count, gyro_spike)
+    logs = modify_logs_midway(logs, 'gyroscope', 1, gyro_spike)

  elif scenario == Scenario.ACCEL_OFF:
    logs = sorted([x for x in logs if x.which() != 'accelerometer'], key=lambda x: x.logMonoTime)

-  elif scenario == Scenario.ACCEL_SPIKE_MIDWAY or scenario == Scenario.ACCEL_CONSISTENT_SPIKES:
+  elif scenario == Scenario.ACCEL_SPIKE_MIDWAY:
    def acc_spike(msg):
-      msg.accelerometer.acceleration.v[0] += 100.0
-    count = 1 if scenario == Scenario.ACCEL_SPIKE_MIDWAY else CONSISTENT_SPIKES_COUNT
-    logs = modify_logs_midway(logs, 'accelerometer', count, acc_spike)
+      msg.accelerometer.acceleration.v[0] += 10.0
+    logs = modify_logs_midway(logs, 'accelerometer', 1, acc_spike)

  elif scenario == Scenario.SENSOR_TIMING_SPIKE_MIDWAY or scenario == Scenario.SENSOR_TIMING_CONSISTENT_SPIKES:
    def timing_spike(msg):
@@ -125,7 +121,7 @@ class TestLocationdScenarios:
    assert np.allclose(replayed_data['roll'], 0.0)
    assert np.all(replayed_data['sensors_flag'] == 0.0)

-  def test_gyro_spike(self):
+  def test_gyro_spikes(self):
    """
    Test: a gyroscope spike in the middle of the segment
    Expected Result:
@@ -136,17 +132,8 @@ class TestLocationdScenarios:
    orig_data, replayed_data = run_scenarios(Scenario.GYRO_SPIKE_MIDWAY, self.logs)
    assert np.allclose(orig_data['yaw_rate'], replayed_data['yaw_rate'], atol=np.radians(0.35))
    assert np.allclose(orig_data['roll'], replayed_data['roll'], atol=np.radians(0.55))
-    assert np.all(replayed_data['inputs_flag'] == orig_data['inputs_flag'])
-    assert np.all(replayed_data['sensors_flag'] == orig_data['sensors_flag'])
-
-  def test_consistent_gyro_spikes(self):
-    """
-    Test: consistent timing spikes for N gyroscope messages in the middle of the segment
-    Expected Result: inputsOK becomes False after N of bad measurements
-    """
-    orig_data, replayed_data = run_scenarios(Scenario.GYRO_CONSISTENT_SPIKES, self.logs)
-    assert np.diff(replayed_data['inputs_flag'])[501] == -1.0
-    assert np.diff(replayed_data['inputs_flag'])[708] == 1.0
+    assert np.diff(replayed_data['inputs_flag'])[499] == -1.0
+    assert np.diff(replayed_data['inputs_flag'])[704] == 1.0

  def test_accel_off(self):
    """
@@ -161,7 +148,7 @@ class TestLocationdScenarios:
    assert np.allclose(replayed_data['roll'], 0.0)
    assert np.all(replayed_data['sensors_flag'] == 0.0)

-  def test_accel_spike(self):
+  def test_accel_spikes(self):
    """
    ToDo:
    Test: an accelerometer spike in the middle of the segment
@@ -186,5 +173,5 @@ class TestLocationdScenarios:
    Expected Result: inputsOK becomes False after N of bad measurements
    """
    orig_data, replayed_data = run_scenarios(Scenario.SENSOR_TIMING_CONSISTENT_SPIKES, self.logs)
-    assert np.diff(replayed_data['inputs_flag'])[501] == -1.0
-    assert np.diff(replayed_data['inputs_flag'])[707] == 1.0
+    assert np.diff(replayed_data['inputs_flag'])[500] == -1.0
+    assert np.diff(replayed_data['inputs_flag'])[787] == 1.0
--- a/selfdrive/locationd/torqued.py
+++ b/selfdrive/locationd/torqued.py
@@ -71,7 +71,7 @@ class TorqueEstimator(ParameterEstimator):
    self.offline_friction = 0.0
    self.offline_latAccelFactor = 0.0
    self.resets = 0.0
-    self.use_params = CP.brand in ALLOWED_CARS and CP.lateralTuning.which() == 'torque'
+    self.use_params = CP.carName in ALLOWED_CARS and CP.lateralTuning.which() == 'torque'

    if CP.lateralTuning.which() == 'torque':
      self.offline_friction = CP.lateralTuning.torque.friction
--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
DevTekVE	40d9e092b6	Refactor type annotations and return types in model_runner Removed specific type hints and return annotations for `self.inputs` and `run_model` methods to enhance flexibility and maintain consistency. These changes streamline the code and improve compatibility with varying input/output types during model inference.	2024-12-29 18:04:05 +01:00
DevTekVE	6318aa52e3	Refactor type hints for improved code consistency. Replaced specific type hints like `dict[str, np.ndarray]` with generic `dict` in several method signatures to simplify annotations. This improves overall readability and maintains functionality, while aligning with existing code practices.	2024-12-29 17:59:50 +01:00
DevTekVE	7852fa66b1	Clean	2024-12-29 17:51:30 +01:00
DevTekVE	8d9c1e2035	Add type annotations to inputs and prepare_inputs method This commit adds explicit type annotations for the `inputs` dictionary and the return value of the `prepare_inputs` method in `model_runner.py`. These changes improve code readability and ensure type consistency, enhancing maintainability and reducing potential errors.	2024-12-29 17:50:58 +01:00
DevTekVE	c39f722f7b	Rename TinyGradRunner to TinygradRunner for consistency. The class name and references were updated to maintain naming consistency across the codebase. This aligns with naming conventions and improves code clarity. No functional changes were introduced.	2024-12-29 17:48:00 +01:00
DevTekVE	550c08ac4c	Refactor `prepare_inputs` to use explicit `CLMem` type. This update replaces the generic `any` type with the more explicit `CLMem` type for better type safety and clarity. It ensures consistency across the `prepare_inputs` method implementations in derived classes, improving code readability and robustness.	2024-12-29 17:44:23 +01:00
DevTekVE	8c838af5fa	Refactor model inference to use internal state for inputs Simplified the `run_model` method by removing the requirement to pass inputs as arguments, and instead leveraging an internal `inputs` state. Adjusted `prepare_inputs` methods across model runners to populate this internal state. This refactor improves code clarity and reduces redundancy in managing input data.	2024-12-29 17:40:45 +01:00
DevTekVE	2521d60b1b	Fix model_runner output to ensure tensor conversion to NumPy. Updated the `run_model` method to explicitly convert tensor outputs to NumPy arrays using `.numpy()`. This ensures compatibility with downstream processes relying on NumPy array inputs.	2024-12-29 17:31:27 +01:00
DevTekVE	206398d3b5	Remove unused imports and redundant pass statements. This change cleans up the code by removing unused imports and redundant `pass` statements in abstract methods. It improves code readability and adheres to cleaner coding practices.	2024-12-29 17:22:13 +01:00
DevTekVE	a9e99615cd	Remove redundant tensor assignment in model runner. The `assign` operation was unnecessary as new tensors are realized for updated inputs. This simplifies the code and avoids redundant updates, improving clarity and maintainability.	2024-12-29 17:20:15 +01:00
DevTekVE	ec44b78ad8	Refactor model runner initialization logic. Removed the `create_model_runner` factory function and replaced it with direct initialization of `TinyGradRunner` or `ONNXRunner`. Simplified the `__init__` methods by standardizing paths as constants within `model_runner.py` for cleaner and more maintainable code.	2024-12-29 17:14:08 +01:00
DevTekVE	dcd3e09294	Refactor formatting in model_runner.py for readability. Consolidated multiline function declarations and calls into single lines where appropriate to improve code readability and maintainability. No changes were made to the functionality.	2024-12-29 17:01:26 +01:00
DevTekVE	839a7a58e0	Refactoring model handling in modeld.py with ModelRunner abstraction A significant refactoring of `modeld.py` was performed to enhance the handling of model logic. A new abstraction called `ModelRunner` has been introduced which encapsulates the model-running logic. This refactor simplifies the `modeld.py` script and provides easier management across different hardware configurations. Using this segregation, varying processing methods for models can be handled distinctly ensuring cleaner and more maintainable code. An instance of the appropriate model runner is now created during initialization based on whether a TICI hardware or a different type is used.	2024-12-29 16:59:10 +01:00
				`@@ -1 +0,0 @@`
				`#define DEFAULT_MODEL "Notre Dame (Default)"`