19 Commits

Author SHA1 Message Date
mawei 8ac18eaa7d 编辑interface.py 2026-05-11 09:48:46 +08:00
mawei 3212309dcd 替换 ui 2026-01-20 10:27:37 +08:00
mawei a50f9f8a2c 编辑registration.py 2025-12-24 21:43:15 +08:00
mawei 58b56e1c8a 编辑version.h 2025-12-14 17:56:03 +08:00
mawei f15f778d18 替换 ui 2025-12-14 17:54:50 +08:00
mawei f4842cb820 编辑interface.py 2025-12-13 21:06:55 +08:00
mawei 8415971131 编辑registration.py 2025-12-08 22:55:29 +08:00
mawei 8df1557dfe 编辑registration.py 2025-12-08 08:34:59 +08:00
mawei 43ed6a0101 编辑registration.py 2025-12-07 12:49:05 +08:00
mawei 35eb8c5014 编辑launch_openpilot.sh 2025-12-06 20:42:54 +08:00
mawei 6bf97700e2 编辑launch_openpilot.sh 2025-12-03 14:13:06 +08:00
mawei a652de1736 编辑registration.py 2025-12-03 12:08:11 +08:00
mawei de203e7576 编辑registration.py 2025-12-03 12:02:09 +08:00
mawei df0291218a 编辑registration.py 2025-12-03 11:56:17 +08:00
mawei 39eebef72c 编辑version.h 2025-11-20 14:27:06 +08:00
mawei 58f2321e97 编辑long_mpc.py 2025-11-20 14:21:47 +08:00
1okko ded8a94d77 mr.one 2025-11-19 13:55:09 +08:00
1okko ec60d7beea MR.ONE 2025-11-19 13:25:51 +08:00
github-actions[bot] 8383cc6688 sunnypilot v2025.002.000 2025-11-07 04:50:05 +00:00
2851 changed files with 910361 additions and 345477 deletions
+19
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@@ -0,0 +1,19 @@
---
Checks: '
bugprone-*,
-bugprone-integer-division,
-bugprone-narrowing-conversions,
performance-*,
clang-analyzer-*,
misc-*,
-misc-unused-parameters,
modernize-*,
-modernize-avoid-c-arrays,
-modernize-deprecated-headers,
-modernize-use-auto,
-modernize-use-using,
-modernize-use-nullptr,
-modernize-use-trailing-return-type,
'
CheckOptions:
...
+6
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@@ -0,0 +1,6 @@
Wen
REGIST
PullRequest
cancelled
FOF
NoO
+21
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@@ -13,6 +13,27 @@
*.o-* *.o-*
*.os *.os
*.os-* *.os-*
*.so
*.a
venv/ venv/
.venv/ .venv/
notebooks
phone
massivemap
neos
installer
chffr/app2
chffr/backend/env
selfdrive/nav
selfdrive/baseui
selfdrive/test/simulator2
**/cache_data
xx/plus
xx/community
xx/projects
!xx/projects/eon_testing_master
!xx/projects/map3d
xx/ops
xx/junk
-47
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@@ -1,47 +0,0 @@
name: Bug report
description: For issues with running openpilot on your comma device
labels: ["bug"]
body:
- type: markdown
attributes:
value: >
Before creating a **bug report**, please check the following:
* If the issue likely only affects your car model or make, go back and open a **car bug report** instead.
* If the issue is related to the driving or driver monitoring models, you should open a [discussion](https://github.com/commaai/openpilot/discussions/categories/model-feedback) instead.
* Ensure you're running the latest openpilot release.
* Ensure you're using officially supported hardware. Issues running on PCs have a different issue template.
* Ensure there isn't an existing issue for your bug. If there is, leave a comment on the existing issue.
* Ensure you're running stock openpilot. We cannot look into bug reports from forks.
If you're unsure whether you've hit a bug, check out the #installation-help channel in the [community Discord server](https://discord.comma.ai).
- type: textarea
attributes:
label: Describe the bug
description: Also include a description of how to reproduce the bug
validations:
required: true
- type: input
id: route
attributes:
label: Provide a route where the issue occurs
description: Ensure the route is fully uploaded at https://useradmin.comma.ai. We cannot look into issues without routes, or at least a Dongle ID.
placeholder: 77611a1fac303767|2020-05-11--16-37-07
validations:
required: true
- type: input
id: version
attributes:
label: openpilot version
description: If you're not on release, provide the commit hash
placeholder: 0.8.10
validations:
required: true
- type: textarea
attributes:
label: Additional info
-14
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@@ -1,14 +0,0 @@
blank_issues_enabled: false
contact_links:
- name: Car bug report
url: https://github.com/commaai/opendbc/issues/new
about: For issues with a particular car make or model
- name: Join the Discord
url: https://discord.comma.ai
about: The community Discord is for both openpilot development and experience discussion
- name: Report driving behavior feedback
url: https://discord.com/channels/469524606043160576/1254834193066623017
about: Feedback for the driving and driver monitoring models goes in the #driving-feedback in Discord
- name: Community Wiki
url: https://github.com/commaai/openpilot/wiki
about: Check out our community wiki
-8
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@@ -1,8 +0,0 @@
---
name: Enhancement
about: For openpilot enhancement suggestions
title: ''
labels: 'enhancement'
assignees: ''
---
-42
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@@ -1,42 +0,0 @@
name: PC bug report
description: For issues with running openpilot on PC
labels: ["PC"]
body:
- type: markdown
attributes:
value: >
Before creating a **bug report**, please check the following:
* Ensure you're running the latest openpilot release.
* Ensure there isn't an existing issue for your bug. If there is, leave a comment on the existing issue.
* Ensure you're running stock openpilot. We cannot look into bug reports from forks.
If you're unsure whether you've hit a bug, check out the #installation-help channel in the [community Discord server](https://discord.comma.ai).
- type: textarea
attributes:
label: Describe the bug
description: Also include a description of how to reproduce the bug
validations:
required: true
- type: input
id: os-version
attributes:
label: OS Version
placeholder: Ubuntu 24.04
validations:
required: true
- type: input
id: version
attributes:
label: openpilot version or commit
placeholder: bd36f2ec8d3559909678eff2690c10a520938367
validations:
required: false
- type: textarea
attributes:
label: Additional info
-27
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@@ -1,27 +0,0 @@
CI / testing:
- changed-files:
- any-glob-to-all-files: "{.github/**,**/test_*,**/test/**,Jenkinsfile}"
car:
- changed-files:
- any-glob-to-all-files: '{selfdrive/car/**,opendbc_repo}'
simulation:
- changed-files:
- any-glob-to-all-files: 'tools/sim/**'
ui:
- changed-files:
- any-glob-to-all-files: '{selfdrive/assets/**,selfdrive/ui/**,system/ui/**}'
tools:
- changed-files:
- any-glob-to-all-files: 'tools/**'
multilanguage:
- changed-files:
- any-glob-to-all-files: 'selfdrive/ui/translations/**'
autonomy:
- changed-files:
- any-glob-to-all-files: "{selfdrive/modeld/models/**,selfdrive/test/process_replay/model_replay_ref_commit}"
-68
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@@ -1,68 +0,0 @@
<!-- Please copy and paste the relevant template -->
<!--- ***** Template: Fingerprint *****
**Car**
Which car (make, model, year) this fingerprint is for
**Route**
A route with the fingerprint
-->
<!--- ***** Template: Car Bugfix *****
**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]
-->
<!--- ***** Template: Bugfix *****
**Description**
A description of the bug and the fix. Also link the issue if it exists.
**Verification**
Explain how you tested this bug fix.
-->
<!--- ***** Template: Car Port *****
**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):
-->
<!--- ***** Template: Refactor *****
**Description**
A description of the refactor, including the goals it accomplishes.
**Verification**
Explain how you tested the refactor for regressions.
-->
+16 -5
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@@ -10,6 +10,7 @@ venv/
.overlay_init .overlay_init
.overlay_consistent .overlay_consistent
.sconsign.dblite .sconsign.dblite
model2.png
a.out a.out
.hypothesis .hypothesis
.cache/ .cache/
@@ -36,23 +37,29 @@ a.out
*.class *.class
*.pyxbldc *.pyxbldc
*.vcd *.vcd
*.mo *.qm
*_pyx.cpp *_pyx.cpp
*.stats
config.json config.json
clcache clcache
compile_commands.json compile_commands.json
compare_runtime*.html compare_runtime*.html
persist
selfdrive/pandad/pandad selfdrive/pandad/pandad
cereal/services.h cereal/services.h
cereal/gen cereal/gen
cereal/messaging/bridge cereal/messaging/bridge
selfdrive/mapd/default_speeds_by_region.json
selfdrive/ui/translations/tmp selfdrive/ui/translations/tmp
selfdrive/test/longitudinal_maneuvers/out
selfdrive/car/tests/cars_dump selfdrive/car/tests/cars_dump
system/camerad/camerad system/camerad/camerad
system/camerad/test/ae_gray_test system/camerad/test/ae_gray_test
notebooks
hyperthneed
provisioning
.coverage* .coverage*
coverage.xml coverage.xml
htmlcov htmlcov
@@ -65,8 +72,10 @@ cppcheck_report.txt
comma*.sh comma*.sh
selfdrive/modeld/models/*.pkl selfdrive/modeld/models/*.pkl
sunnypilot/modeld*/thneed/compile
sunnypilot/modeld*/models/*.thneed
sunnypilot/modeld*/models/*.pkl
# openpilot log files
*.bz2 *.bz2
*.zst *.zst
@@ -96,5 +105,7 @@ Pipfile
.history .history
.ionide .ionide
# rick - keep panda_tici standalone ### JetBrains ###
panda_tici/ !.idea/customTargets.xml
!.idea/tools/*
!.run/*
-3
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@@ -4,8 +4,5 @@
"ms-vscode.cpptools", "ms-vscode.cpptools",
"elagil.pre-commit-helper", "elagil.pre-commit-helper",
"charliermarsh.ruff", "charliermarsh.ruff",
"JamiTech.simply-blame",
"k--kato.intellij-idea-keybindings",
"trinm1709.dracula-theme-from-intellij"
] ]
} }
+1 -15
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@@ -3,24 +3,10 @@
"editor.insertSpaces": true, "editor.insertSpaces": true,
"editor.renderWhitespace": "trailing", "editor.renderWhitespace": "trailing",
"files.trimTrailingWhitespace": true, "files.trimTrailingWhitespace": true,
"terminal.integrated.defaultProfile.linux": "dragonpilot",
"terminal.integrated.profiles.linux": {
"dragonpilot": {
"path": "bash",
"args": ["-c", "distrobox enter dp"]
}
},
"search.exclude": { "search.exclude": {
"**/.git": true, "**/.git": true,
"**/.venv": true, "**/.venv": true,
"**/__pycache__": true, "**/__pycache__": true
"msgq_repo/": true,
"rednose/": true,
"rednose_repo/": true,
"openpilot/": true,
"teleoprtc_repo/": true,
"tinygrad/": true,
"tinygrad_repo/": true
}, },
"files.exclude": { "files.exclude": {
"**/.git": true, "**/.git": true,
+83
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@@ -0,0 +1,83 @@
#!/bin/env sh
persist_dir=/persist
target_dir=${persist_dir}/comma
# Change target dir from sunnylink to comma to make this no longer a test
# Function to remount /persist as read-only
cleanup() {
echo "Remounting ${persist_dir} as read-only..."
sudo mount -o remount,ro ${persist_dir}
}
# Function to check and backup existing keys
backup_keys() {
if [ -f "id_rsa" ] || [ -f "id_rsa.pub" ]; then
timestamp=$(date +%s)
backup_base="id_rsa_backup_$timestamp"
backup_private="$backup_base"
backup_public="${backup_base}.pub"
# Ensure we're not overwriting an existing backup
counter=0
while [ -f "$backup_private" ] || [ -f "$backup_public" ]; do
counter=$((counter + 1))
backup_private="${backup_base}_$counter"
backup_public="${backup_base}_$counter.pub"
done
# Backup the keys
cp id_rsa "$backup_private"
cp id_rsa.pub "$backup_public"
# Verify the backup
original_private_hash=$(sha256sum id_rsa | cut -d ' ' -f 1)
backup_private_hash=$(sha256sum "$backup_private" | cut -d ' ' -f 1)
original_public_hash=$(sha256sum id_rsa.pub | cut -d ' ' -f 1)
backup_public_hash=$(sha256sum "$backup_public" | cut -d ' ' -f 1)
if [ "$original_private_hash" = "$backup_private_hash" ] && [ "$original_public_hash" = "$backup_public_hash" ]; then
echo "Backup verified successfully."
# Safe to delete original keys after successful backup verification
else
echo "Backup verification failed. Aborting operation."
exit 1
fi
echo "Existing keys backed up as $backup_private and $backup_public"
fi
}
# Trap any signal that exits the script to run cleanup function
trap cleanup EXIT
# Remount /persist as read-write
sudo mount -o remount,rw ${persist_dir}
# Ensure the directory exists
mkdir -p ${target_dir}
cd ${target_dir}
# Check for and backup existing keys
#backup_keys
# Generate new keys
if ! ssh-keygen -t rsa -b 4096 -m PEM -f id_rsa -N ''; then
echo "Failed to generate new RSA keys. Exiting..."
exit 1
fi
# Convert the generated SSH public key to PEM format and store it temporarily
if ! openssl rsa -pubout -in id_rsa -out id_rsa.pub -outform PEM; then
echo "Failed to convert the public key to PEM format. Exiting..."
exit 1
fi
# Display the public key
echo "Displaying the public key:"
cat id_rsa.pub
# Cleanup will be called automatically due to trap on EXIT
#echo "Operation completed successfully. System will reboot now."
#sudo reboot
-140
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@@ -1,140 +0,0 @@
# ALKA (Always-on Lane Keeping Assist) Design v3
## Overview
ALKA enables lateral control (steering) when ACC Main is ON, without requiring cruise to be engaged. This allows lane keeping assist to function independently of longitudinal control.
**Simplified Behavior (v3):**
- All brands use direct tracking: `lkas_on = acc_main_on`
- No button/toggle tracking (removed TJA, LKAS button, LKAS HUD)
- ACC Main ON = ALKA enabled, ACC Main OFF = ALKA disabled
---
## Per-Brand Summary
| Brand | Status | ACC Main Source | Notes |
|-------|--------|-----------------|-------|
| Body | Disabled | - | No steering capability |
| Chrysler | Disabled | - | Needs special handling |
| Ford | Enabled | EngBrakeData (0x165) CcStat | |
| GM | Disabled | - | No ACC Main signal |
| Honda Nidec | Enabled | SCM_FEEDBACK (0x326) MAIN_ON | |
| Honda Bosch | Enabled | SCM_FEEDBACK (0x326) MAIN_ON | |
| Hyundai | Enabled | SCC11 (0x420) bit 0 | |
| Hyundai CAN-FD | Enabled | SCC_CONTROL (0x1A0) bit 66 | |
| Hyundai Legacy | Enabled | SCC11 (0x420) bit 0 | |
| Mazda | Enabled | CRZ_CTRL (0x21C) bit 17 | |
| Nissan | Enabled | CRUISE_THROTTLE (0x239) bit 17 | |
| PSA | Disabled | - | Not implemented |
| Rivian | Disabled | - | Different architecture |
| Subaru | Enabled | CruiseControl (0x240) bit 40 | |
| Subaru Preglobal | Enabled | CruiseControl (0x144) bit 48 | |
| Tesla | Disabled | - | Different architecture |
| Toyota | Enabled | PCM_CRUISE_2 (0x1D3) bit 15 | |
| Toyota (UNSUPPORTED_DSU) | Enabled | DSU_CRUISE (0x365) bit 0 | |
| VW MQB | Enabled | TSK_06 TSK_Status (>=2) | |
| VW PQ | Enabled | Motor_5 (0x480) bit 50 (long) | |
---
## Permission Model
Lateral control requires checks at both layers. Normal path uses `controls_allowed`, ALKA path uses additional checks.
| Check | Panda | openpilot | Notes |
|-------|:-----:|:---------:|-------|
| **Normal Path** |
| `controls_allowed` (cruise engaged) | ✓ | ✓ | Either this OR ALKA path |
| **ALKA Path** |
| `alka_allowed` (brand supports) | ✓ | ✓ | Set per brand in safety init |
| `ALT_EXP_ALKA` (user enabled) | ✓ | ✓ | alternativeExperience flag |
| `lkas_on` (ACC Main ON) | ✓ | ✓ | Tracked via CAN messages |
| `vehicle_moving` / `!standstill` | ✓ | ✓ | |
| **openpilot Additional** |
| `gear_ok` (not P/N/R) | ✗ | ✓ | Python layer only |
| `calibrated` | ✗ | ✓ | Python layer only |
| `seatbelt latched` | ✗ | ✓ | Python layer only |
| `doors closed` | ✗ | ✓ | Python layer only |
| `!steerFaultTemporary` | ✗ | ✓ | Python layer only |
| `!steerFaultPermanent` | ✗ | ✓ | Python layer only |
---
## Data Flow
```
┌─────────────────────────────────────────────────────────────────────┐
│ CAN Bus │
└─────────────────────────────────────────────────────────────────────┘
│ │
▼ ▼
┌─────────────────────────────────┐ ┌─────────────────────────────────┐
│ Safety Layer (panda C code) │ │ Python Layer │
│ │ │ │
│ rx_hook: │ │ carstate.py: │
│ - Parse ACC Main signal │ │ - Parse cruiseState.available │
│ - Set lkas_on = acc_main_on │ │ - Set self.lkas_on │
│ │ │ │
│ lat_control_allowed(): │ └─────────────┬───────────────────┘
│ - Check lkas_on + other flags │ │
│ - Gate steering commands │ ▼
└─────────────────────────────────┘ ┌─────────────────────────────────┐
│ card.py: │
│ - Publish carStateExt.lkasOn │
└─────────────┬───────────────────┘
┌─────────────────────────────────┐
│ controlsd.py: │
│ - Read carStateExt.lkasOn │
│ - Check ALKA conditions │
│ - Set CC.latActive │
└─────────────────────────────────┘
```
### Key Files
| File | Purpose |
|------|---------|
| `custom.capnp` | Defines `CarStateExt` struct with `lkasOn` field |
| `log.capnp` | Includes `carStateExt` in event union |
| `interfaces.py` | Defines `self.lkas_on = False` default in `CarStateBase` |
| `carstate.py` (per brand) | Tracks `lkas_on` based on ACC Main |
| `card.py` | Publishes `carStateExt.lkasOn` from `CI.CS.lkas_on` |
| `controlsd.py` | Reads `carStateExt.lkasOn` to determine `alka_active` |
---
## ACC Main Tracking
All brands use simple direct tracking:
```c
// Panda (C code)
if (alka_allowed && (alternative_experience & ALT_EXP_ALKA)) {
lkas_on = acc_main_on; // or GET_BIT(msg, bit_position)
}
```
```python
# Python carstate.py
self.lkas_on = ret.cruiseState.available
```
This guard ensures:
1. Brand supports ALKA (`alka_allowed`)
2. User enabled ALKA (`ALT_EXP_ALKA`)
Without both conditions, no ACC Main tracking occurs, and ALKA remains disabled.
---
## Testing
Safety tests verify:
- `alka_allowed` flag set correctly per brand
- ACC Main tracking updates `lkas_on` directly
- `lat_control_allowed()` returns true only when all conditions met
- Steering TX blocked when ALKA conditions not met
- Bus routing variants (camera_scc, unsupported_dsu)
-91
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@@ -1,91 +0,0 @@
```mermaid
flowchart TD
B000["devel-staging"] ---> CORE["core"]
CORE ---> CORE_001["core-feat/params"]
CORE_001 ---> CORE_002["core-feat/panel"]
CORE_002 ---> CORE_003["core-feat/safety-ext"]
CORE_003 ---> MIN["min"]
MIN ---> MIN_001["min-feat/ui/display-mode"]
MIN ---> MIN_002["min-feat/dev/model-selector"]
MIN ---> MIN_003["min-feat/lat/lca"]
MIN ---> MIN_004["min-feat/dev/on-off-road"]
MIN ---> MIN_005["min-feat/ui/hide-hud"]
MIN ---> MIN_006["min-feat/lon/ext-radar"]
MIN ---> MIN_007["min-feat/lat/road-edge-detection"]
MIN ---> MIN_008["min-feat/ui/rainbow-path"]
MIN ---> MIN_009["min-feat/lon/acm"]
MIN ---> MIN_010["min-feat/lon/aem"]
MIN ---> MIN_011["min-feat/lon/dtsc"]
MIN ---> MIN_012["min-feat/lon/apm"]
MIN ---> MIN_013["min-feat/lon/dasr"]
MIN ---> MIN_014["min-feat/dev/alert-mode"]
MIN ---> MIN_015["min-feat/dev/auto-shutdown"]
MIN ---> MIN_016["min-feat/ui/lead-stats"]
MIN ---> MIN_017["min-feat/ui/border-indicator"]
MIN ---> MIN_018["min-feat/dev/delay-loggerd"]
MIN ---> MIN_019["min-feat/dev/disable-connect"]
MIN ---> MIN_020["min-feat/dev/tether-on-boot"]
MIN ---> MIN_021["min-feat/ui/torque-bar"]
MIN ---> MIN_022["min-feat/ui/mici-ui-mode"]
MIN ---> MIN_023["min-feat/lat/lat-offset"]
MIN_001 ---> FULL["full"]
MIN_002 ---> FULL
MIN_003 ---> FULL
MIN_004 ---> FULL
MIN_005 ---> FULL
MIN_006 ---> FULL
MIN_007 ---> FULL
MIN_008 ---> FULL
MIN_009 ---> FULL
MIN_010 ---> FULL
MIN_011 ---> FULL
MIN_012 ---> FULL
MIN_013 ---> FULL
MIN_014 ---> FULL
MIN_015 ---> FULL
MIN_016 ---> FULL
MIN_017 ---> FULL
MIN_018 ---> FULL
MIN_019 ---> FULL
MIN_020 ---> FULL
MIN_021 ---> FULL
FULL ---> TOYOTA_001[brand/toyota/safety-common]
FULL ---> TOYOTA_002[brand/toyota/door-auto-lock-unlock]
FULL ---> TOYOTA_003[brand/toyota/tss1-sng]
FULL ---> TOYOTA_004[brand/toyota/radar-filter]
FULL ---> TOYOTA_005[brand/toyota/sdsu]
FULL ---> TOYOTA_006[brand/toyota/dsu-bypass]
FULL ---> TOYOTA_007[brand/toyota/zss]
FULL ---> TOYOTA_008[brand/toyota/stock-lon]
FULL ---> VAG_001[brand/vag/a0-sng]
FULL ---> VAG_002[brand/vag/pq-steering-patch]
FULL ---> VAG_003[brand/vag/pq-no-dashcam]
FULL ---> VAG_004[brand/vag/avoid-eps-lockout]
FULL ---> HKG_001[brand/hkg/smdps]
FULL ---> HONDA_001[brand/honda/eps-mod]
FULL ---> HONDA_002[brand/honda/nidec-stock-long]
FULL ---> SUBARU_001[brand/subaru/torque-3071]
TOYOTA_001 ---> TOYOTA[pre-toyota]
TOYOTA_002 ---> TOYOTA
TOYOTA_003 ---> TOYOTA
TOYOTA_004 ---> TOYOTA
TOYOTA_005 ---> TOYOTA
TOYOTA_006 ---> TOYOTA
TOYOTA_007 ---> TOYOTA
TOYOTA_008 ---> TOYOTA
VAG_001 ---> VAG[pre-vag]
VAG_002 ---> VAG
VAG_003 ---> VAG
VAG_004 ---> VAG
HKG_001 ---> HKG[pre-hkg]
HONDA_001 ---> HONDA[pre-honda]
SUBARU_001 ---> SUBARU[pre-subaru]
TOYOTA ---> PRE[pre]
VAG ---> PRE
HKG ---> PRE
HONDA ---> PRE
SUBARU ---> PRE
PRE ---> PRE_PATCH[pre-patch]
PRE_PATCH ---> PREBUILD[pre-build]
PREBUILD ---> VERSION[x.x.x]
```
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+1 -3
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@@ -9,6 +9,4 @@ WORKDIR ${OPENPILOT_PATH}
COPY . ${OPENPILOT_PATH}/ COPY . ${OPENPILOT_PATH}/
ENV UV_BIN="/home/batman/.local/bin/" RUN scons --cache-readonly -j$(nproc)
ENV PATH="$UV_BIN:$PATH"
RUN UV_PROJECT_ENVIRONMENT=$VIRTUAL_ENV uv run scons --cache-readonly -j$(nproc)
+1
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@@ -60,6 +60,7 @@ ENV NVIDIA_DRIVER_CAPABILITIES=graphics,utility,compute
ENV QTWEBENGINE_DISABLE_SANDBOX=1 ENV QTWEBENGINE_DISABLE_SANDBOX=1
RUN dbus-uuidgen > /etc/machine-id RUN dbus-uuidgen > /etc/machine-id
RUN apt-get update && apt-get install -y fonts-noto-cjk fonts-noto-color-emoji
ARG USER=batman ARG USER=batman
ARG USER_UID=1001 ARG USER_UID=1001
+12
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@@ -0,0 +1,12 @@
FROM ghcr.io/sunnypilot/sunnypilot-base:latest
ENV PYTHONUNBUFFERED=1
ENV OPENPILOT_PATH=/home/batman/openpilot
RUN mkdir -p ${OPENPILOT_PATH}
WORKDIR ${OPENPILOT_PATH}
COPY . ${OPENPILOT_PATH}/
RUN scons --cache-readonly -j$(nproc)
+83
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@@ -0,0 +1,83 @@
FROM ubuntu:24.04
ENV PYTHONUNBUFFERED=1
ENV DEBIAN_FRONTEND=noninteractive
RUN apt-get update && \
apt-get install -y --no-install-recommends sudo tzdata locales ssh pulseaudio xvfb x11-xserver-utils gnome-screenshot python3-tk python3-dev && \
rm -rf /var/lib/apt/lists/*
RUN sed -i -e 's/# en_US.UTF-8 UTF-8/en_US.UTF-8 UTF-8/' /etc/locale.gen && locale-gen
ENV LANG=en_US.UTF-8
ENV LANGUAGE=en_US:en
ENV LC_ALL=en_US.UTF-8
COPY tools/install_ubuntu_dependencies.sh /tmp/tools/
RUN /tmp/tools/install_ubuntu_dependencies.sh && \
rm -rf /var/lib/apt/lists/* /tmp/* && \
cd /usr/lib/gcc/arm-none-eabi/* && \
rm -rf arm/ thumb/nofp thumb/v6* thumb/v8* thumb/v7+fp thumb/v7-r+fp.sp
# Add OpenCL
RUN apt-get update && apt-get install -y --no-install-recommends \
apt-utils \
alien \
unzip \
tar \
curl \
xz-utils \
dbus \
gcc-arm-none-eabi \
tmux \
vim \
libx11-6 \
wget \
rsync \
&& rm -rf /var/lib/apt/lists/*
RUN mkdir -p /tmp/opencl-driver-intel && \
cd /tmp/opencl-driver-intel && \
wget https://github.com/intel/llvm/releases/download/2024-WW14/oclcpuexp-2024.17.3.0.09_rel.tar.gz && \
wget https://github.com/oneapi-src/oneTBB/releases/download/v2021.12.0/oneapi-tbb-2021.12.0-lin.tgz && \
mkdir -p /opt/intel/oclcpuexp_2024.17.3.0.09_rel && \
cd /opt/intel/oclcpuexp_2024.17.3.0.09_rel && \
tar -zxvf /tmp/opencl-driver-intel/oclcpuexp-2024.17.3.0.09_rel.tar.gz && \
mkdir -p /etc/OpenCL/vendors && \
echo /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64/libintelocl.so > /etc/OpenCL/vendors/intel_expcpu.icd && \
cd /opt/intel && \
tar -zxvf /tmp/opencl-driver-intel/oneapi-tbb-2021.12.0-lin.tgz && \
ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbb.so /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbbmalloc.so /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbb.so.12 /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbbmalloc.so.2 /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
mkdir -p /etc/ld.so.conf.d && \
echo /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 > /etc/ld.so.conf.d/libintelopenclexp.conf && \
ldconfig -f /etc/ld.so.conf.d/libintelopenclexp.conf && \
cd / && \
rm -rf /tmp/opencl-driver-intel
ENV NVIDIA_VISIBLE_DEVICES=all
ENV NVIDIA_DRIVER_CAPABILITIES=graphics,utility,compute
ENV QTWEBENGINE_DISABLE_SANDBOX=1
RUN dbus-uuidgen > /etc/machine-id
RUN apt-get update && apt-get install -y fonts-noto-cjk fonts-noto-color-emoji
ARG USER=batman
ARG USER_UID=1001
RUN useradd -m -s /bin/bash -u $USER_UID $USER
RUN usermod -aG sudo $USER
RUN echo '%sudo ALL=(ALL) NOPASSWD:ALL' >> /etc/sudoers
USER $USER
COPY --chown=$USER pyproject.toml uv.lock /home/$USER
COPY --chown=$USER tools/install_python_dependencies.sh /home/$USER/tools/
ENV VIRTUAL_ENV=/home/$USER/.venv
ENV PATH="$VIRTUAL_ENV/bin:$PATH"
RUN cd /home/$USER && \
tools/install_python_dependencies.sh && \
rm -rf tools/ pyproject.toml uv.lock .cache
USER root
RUN sudo git config --global --add safe.directory /tmp/openpilot
Vendored
-269
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@@ -1,269 +0,0 @@
def retryWithDelay(int maxRetries, int delay, Closure body) {
for (int i = 0; i < maxRetries; i++) {
try {
return body()
} catch (Exception e) {
sleep(delay)
}
}
throw Exception("Failed after ${maxRetries} retries")
}
def device(String ip, String step_label, String cmd) {
withCredentials([file(credentialsId: 'id_rsa', variable: 'key_file')]) {
def ssh_cmd = """
ssh -o ConnectTimeout=5 -o ServerAliveInterval=5 -o ServerAliveCountMax=2 -o BatchMode=yes -o StrictHostKeyChecking=no -i ${key_file} 'comma@${ip}' exec /usr/bin/bash <<'END'
set -e
export TERM=xterm-256color
shopt -s huponexit # kill all child processes when the shell exits
export CI=1
export PYTHONWARNINGS=error
export LOGPRINT=debug
export TEST_DIR=${env.TEST_DIR}
export SOURCE_DIR=${env.SOURCE_DIR}
export GIT_BRANCH=${env.GIT_BRANCH}
export GIT_COMMIT=${env.GIT_COMMIT}
export CI_ARTIFACTS_TOKEN=${env.CI_ARTIFACTS_TOKEN}
export GITHUB_COMMENTS_TOKEN=${env.GITHUB_COMMENTS_TOKEN}
export AZURE_TOKEN='${env.AZURE_TOKEN}'
# only use 1 thread for tici tests since most require HIL
export PYTEST_ADDOPTS="-n0 -s"
export GIT_SSH_COMMAND="ssh -i /data/gitkey"
source ~/.bash_profile
if [ -f /TICI ]; then
source /etc/profile
rm -rf /tmp/tmp*
rm -rf ~/.commacache
rm -rf /dev/shm/*
rm -rf /dev/tmp/tmp*
if ! systemctl is-active --quiet systemd-resolved; then
echo "restarting resolved"
sudo systemctl start systemd-resolved
sleep 3
fi
# restart aux USB
if [ -e /sys/bus/usb/drivers/hub/3-0:1.0 ]; then
echo "restarting aux usb"
echo "3-0:1.0" | sudo tee /sys/bus/usb/drivers/hub/unbind
sleep 0.5
echo "3-0:1.0" | sudo tee /sys/bus/usb/drivers/hub/bind
fi
fi
if [ -f /data/openpilot/launch_env.sh ]; then
source /data/openpilot/launch_env.sh
fi
ln -snf ${env.TEST_DIR} /data/pythonpath
cd ${env.TEST_DIR} || true
time ${cmd}
END"""
sh script: ssh_cmd, label: step_label
}
}
def deviceStage(String stageName, String deviceType, List extra_env, def steps) {
stage(stageName) {
if (currentBuild.result != null) {
return
}
if (isReplay()) {
error("REPLAYING TESTS IS NOT ALLOWED. FIX THEM INSTEAD.")
}
def extra = extra_env.collect { "export ${it}" }.join('\n');
def branch = env.BRANCH_NAME ?: 'master';
def gitDiff = sh returnStdout: true, script: 'curl -s -H "Authorization: Bearer ${GITHUB_COMMENTS_TOKEN}" https://api.github.com/repos/commaai/openpilot/compare/master...${GIT_BRANCH} | jq .files[].filename || echo "/"', label: 'Getting changes'
lock(resource: "", label: deviceType, inversePrecedence: true, variable: 'device_ip', quantity: 1, resourceSelectStrategy: 'random') {
docker.image('ghcr.io/commaai/alpine-ssh').inside('--user=root') {
timeout(time: 35, unit: 'MINUTES') {
retry (3) {
def date = sh(script: 'date', returnStdout: true).trim();
device(device_ip, "set time", "date -s '" + date + "'")
device(device_ip, "git checkout", extra + "\n" + readFile("selfdrive/test/setup_device_ci.sh"))
}
steps.each { item ->
def name = item[0]
def cmd = item[1]
def args = item[2]
def diffPaths = args.diffPaths ?: []
def cmdTimeout = args.timeout ?: 9999
if (branch != "master" && !branch.contains("__jenkins_loop_") && diffPaths && !hasPathChanged(gitDiff, diffPaths)) {
println "Skipping ${name}: no changes in ${diffPaths}."
return
} else {
timeout(time: cmdTimeout, unit: 'SECONDS') {
device(device_ip, name, cmd)
}
}
}
}
}
}
}
}
def hasPathChanged(String gitDiff, List<String> paths) {
for (path in paths) {
if (gitDiff.contains(path)) {
return true
}
}
return false
}
def isReplay() {
def replayClass = "org.jenkinsci.plugins.workflow.cps.replay.ReplayCause"
return currentBuild.rawBuild.getCauses().any{ cause -> cause.toString().contains(replayClass) }
}
def setupCredentials() {
withCredentials([
string(credentialsId: 'azure_token', variable: 'AZURE_TOKEN'),
]) {
env.AZURE_TOKEN = "${AZURE_TOKEN}"
}
withCredentials([
string(credentialsId: 'ci_artifacts_pat', variable: 'CI_ARTIFACTS_TOKEN'),
]) {
env.CI_ARTIFACTS_TOKEN = "${CI_ARTIFACTS_TOKEN}"
}
withCredentials([
string(credentialsId: 'post_comments_github_pat', variable: 'GITHUB_COMMENTS_TOKEN'),
]) {
env.GITHUB_COMMENTS_TOKEN = "${GITHUB_COMMENTS_TOKEN}"
}
}
def step(String name, String cmd, Map args = [:]) {
return [name, cmd, args]
}
node {
env.CI = "1"
env.PYTHONWARNINGS = "error"
env.TEST_DIR = "/data/openpilot"
env.SOURCE_DIR = "/data/openpilot_source/"
setupCredentials()
env.GIT_BRANCH = checkout(scm).GIT_BRANCH
env.GIT_COMMIT = checkout(scm).GIT_COMMIT
def excludeBranches = ['__nightly', 'devel', 'devel-staging', 'release3', 'release3-staging',
'release-tici', 'release-tizi', 'release-tizi-staging', 'testing-closet*', 'hotfix-*']
def excludeRegex = excludeBranches.join('|').replaceAll('\\*', '.*')
if (env.BRANCH_NAME != 'master' && !env.BRANCH_NAME.contains('__jenkins_loop_')) {
properties([
disableConcurrentBuilds(abortPrevious: true)
])
}
try {
if (env.BRANCH_NAME == 'devel-staging') {
deviceStage("build release-tizi-staging", "tizi-needs-can", [], [
step("build release-tizi-staging", "RELEASE_BRANCH=release-tizi-staging $SOURCE_DIR/release/build_release.sh"),
])
}
if (env.BRANCH_NAME == '__nightly') {
parallel (
'nightly': {
deviceStage("build nightly", "tizi-needs-can", [], [
step("build nightly", "RELEASE_BRANCH=nightly $SOURCE_DIR/release/build_release.sh"),
])
},
'nightly-dev': {
deviceStage("build nightly-dev", "tizi-needs-can", [], [
step("build nightly-dev", "PANDA_DEBUG_BUILD=1 RELEASE_BRANCH=nightly-dev $SOURCE_DIR/release/build_release.sh"),
])
},
)
}
if (!env.BRANCH_NAME.matches(excludeRegex)) {
parallel (
'onroad tests': {
deviceStage("onroad", "tizi-needs-can", ["UNSAFE=1"], [
step("build openpilot", "cd system/manager && ./build.py"),
step("check dirty", "release/check-dirty.sh"),
step("onroad tests", "pytest selfdrive/test/test_onroad.py -s", [timeout: 60]),
])
},
'HW + Unit Tests': {
deviceStage("tizi-hardware", "tizi-common", ["UNSAFE=1"], [
step("build", "cd system/manager && ./build.py"),
step("test pandad", "pytest selfdrive/pandad/tests/test_pandad.py", [diffPaths: ["panda", "selfdrive/pandad/"]]),
step("test power draw", "pytest -s system/hardware/tici/tests/test_power_draw.py"),
step("test encoder", "LD_LIBRARY_PATH=/usr/local/lib pytest system/loggerd/tests/test_encoder.py", [diffPaths: ["system/loggerd/"]]),
step("test manager", "pytest system/manager/test/test_manager.py"),
])
},
'loopback': {
deviceStage("loopback", "tizi-loopback", ["UNSAFE=1"], [
step("build openpilot", "cd system/manager && ./build.py"),
step("test pandad loopback", "pytest selfdrive/pandad/tests/test_pandad_loopback.py"),
])
},
'camerad OX03C10': {
deviceStage("OX03C10", "tizi-ox03c10", ["UNSAFE=1"], [
step("build", "cd system/manager && ./build.py"),
step("test camerad", "pytest system/camerad/test/test_camerad.py", [timeout: 60]),
step("test exposure", "pytest system/camerad/test/test_exposure.py"),
])
},
'camerad OS04C10': {
deviceStage("OS04C10", "tici-os04c10", ["UNSAFE=1"], [
step("build", "cd system/manager && ./build.py"),
step("test camerad", "pytest system/camerad/test/test_camerad.py", [timeout: 60]),
step("test exposure", "pytest system/camerad/test/test_exposure.py"),
])
},
'sensord': {
deviceStage("LSM + MMC", "tizi-lsmc", ["UNSAFE=1"], [
step("build", "cd system/manager && ./build.py"),
step("test sensord", "pytest system/sensord/tests/test_sensord.py"),
])
},
'replay': {
deviceStage("model-replay", "tizi-replay", ["UNSAFE=1"], [
step("build", "cd system/manager && ./build.py", [diffPaths: ["selfdrive/modeld/", "tinygrad_repo", "selfdrive/test/process_replay/model_replay.py"]]),
step("model replay", "selfdrive/test/process_replay/model_replay.py", [diffPaths: ["selfdrive/modeld/", "tinygrad_repo", "selfdrive/test/process_replay/model_replay.py"]]),
])
},
'tizi': {
deviceStage("tizi", "tizi", ["UNSAFE=1"], [
step("build openpilot", "cd system/manager && ./build.py"),
step("test pandad loopback", "SINGLE_PANDA=1 pytest selfdrive/pandad/tests/test_pandad_loopback.py"),
step("test pandad spi", "pytest selfdrive/pandad/tests/test_pandad_spi.py"),
step("test amp", "pytest system/hardware/tici/tests/test_amplifier.py"),
// TODO: enable once new AGNOS is available
// step("test esim", "pytest system/hardware/tici/tests/test_esim.py"),
step("test qcomgpsd", "pytest system/qcomgpsd/tests/test_qcomgpsd.py", [diffPaths: ["system/qcomgpsd/"]]),
])
},
)
}
} catch (Exception e) {
currentBuild.result = 'FAILED'
throw e
}
}
+15 -24
View File
@@ -1,30 +1,21 @@
Copyright (c) 2019, Rick Lan # Custom MIT License
Permission is hereby granted, free of charge, to any person obtaining a copy Copyright (c) 2024, Haibin Wen, SUNNYPILOT LLC
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, and/or sublicense,
for non-commercial purposes only, subject to the following conditions:
- The above copyright notice and this permission notice shall be included in Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to view and modify the Software, subject to the following conditions:
all copies or substantial portions of the Software.
- Commercial use (e.g. use in a product, service, or activity intended to
generate revenue) is prohibited without explicit written permission from
the copyright holder.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. 1. **Permission Required**: Permission Required for Commercial, For-Profit, or Closed Source Use: Use of the Software, in whole or in part, for any commercial purposes, for-profit projects, or in closed source projects requires explicit written permission from the original author(s).
2. **Redistribution**: Any redistribution of the Software, modified or unmodified, must retain this license notice and the following acknowledgment:
"This software is licensed under a custom license requiring permission for use."
3. **Visibility**: Any project that uses the Software must visibly mention the following acknowledgment:
"This project uses software from Haibin Wen and SUNNYPILOT LLC and is licensed under a custom license requiring permission for use."
4. **No Warranty**: THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Contact sunnypilot Support <support@sunnypilot.ai> for permission requests.
--- ---
Copyright (c) 2018, Comma.ai, Inc.
Permission is hereby granted, free of charge, to any person obtaining a copy Haibin Wen, SUNNYPILOT LLC
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense,
and/or sell copies of the Software, and to permit persons to whom the
Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in
all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+95 -39
View File
@@ -1,74 +1,130 @@
![](dragonpilot/selfdrive/assets/dragonpilot.png) ![](https://user-images.githubusercontent.com/47793918/233812617-beab2e71-57b9-479e-8bff-c3931347ca40.png)
[Read this in English](README_EN.md) ## 🌞 What is sunnypilot?
[sunnypilot](https://github.com/sunnyhaibin/sunnypilot) is a fork of comma.ai's openpilot, an open source driver assistance system. sunnypilot offers the user a unique driving experience for over 300+ supported car makes and models with modified behaviors of driving assist engagements. sunnypilot complies with comma.ai's safety rules as accurately as possible.
# **🐲 dragonpilot - 賦予您的愛車「龍」之魂** ## 💭 Join our Community Forum
Join the official sunnypilot community forum to stay up to date with all the latest features and be a part of shaping the future of sunnypilot!
* https://community.sunnypilot.ai/
**我們與您一同翱翔於更智慧、更貼心的駕駛旅程。** ## Documentation
https://docs.sunnypilot.ai/ is your one stop shop for everything from features to installation to FAQ about the sunnypilot
## **👋 嘿, 朋友,歡迎您的到來!** ## 🚘 Running on a dedicated device in a car
* A supported device to run this software
* a [comma three](https://comma.ai/shop/products/three) or a [C3X](https://comma.ai/shop/comma-3x)
* This software
* One of [the 325+ supported cars](https://github.com/sunnypilot/sunnypilot/blob/master/docs/CARS.md). We support Honda, Toyota, Hyundai, Nissan, Kia, Chrysler, Lexus, Acura, Audi, VW, Ford, and more. If your car is not supported but has adaptive cruise control and lane-keeping assist, it's likely able to run sunnypilot.
* A [car harness](https://comma.ai/shop/products/car-harness) to connect to your car
`dragonpilot` 誕生於 2019 年,由三位早期的 openpilot 華人玩家共同創立。初衷很簡單:為廣大的華人用戶、玩家們提供一個友善的交流環境、更簡便的設定協助,並加入更多適合在地使用的貼心功能。 Detailed instructions for [how to mount the device in a car](https://comma.ai/setup).
我們深知在地化的重要性,特別是語言的親切感。因此,我們率先導入了完整的中文介面,讓 `dragonpilot` 迅速在華語地區累積了口碑,也讓華人的使用者數量在全球名列前茅。這份來自在地的支持,是我們持續前進的最大動力。 ## Installation
Please refer to [Recommended Branches](#recommended-branches) to find your preferred/supported branch. This guide will assume you want to install the latest `staging` branch.
我們以功能強大的 [openpilot](https://github.com/commaai/openpilot) 為基礎——這套據美國消費者報告評測優於市售車方案的開源輔助駕駛系統——融入了更多在地化的巧思與客製化的溫度,希望能打造出最符合您需求的駕駛夥伴。(您也可以參考我們 repo 中保留的 [openpilot 原始說明檔案](README_OPENPILOT.md)) ### If you want to use our newest branches (our rewrite)
> [!TIP]
>You can see the rewrite state on our [rewrite project board](https://github.com/orgs/sunnypilot/projects/2), and to install the new branches, you can use the following links
取名 `dragonpilot`,是因為我們希望它能像神話中的「龍」一樣,既強大又充滿智慧,為您的行車安全保駕護航。龍,在我們華人文化中,更是吉祥與力量的象徵,也代表著我們的根源與驕傲。 * sunnypilot not installed or you installed a version before 0.8.17?
1. [Factory reset/uninstall](https://github.com/commaai/openpilot/wiki/FAQ#how-can-i-reset-the-device) the previous software if you have another software/fork installed.
2. After factory reset/uninstall and upon reboot, select `Custom Software` when given the option.
3. Input the installation URL per [Recommended Branches](#recommended-branches). Example: ```https://staging.sunnypilot.ai```.
4. Complete the rest of the installation following the onscreen instructions.
## **✨ dragonpilot 的里程碑** * sunnypilot already installed and you installed a version after 0.8.17?
1. On the comma three/3X, go to `Settings` ▶️ `Software`.
2. At the `Download` option, press `CHECK`. This will fetch the list of latest branches from sunnypilot.
3. At the `Target Branch` option, press `SELECT` to open the Target Branch selector.
4. Scroll to select the desired branch per Recommended Branches (see below). Example: `staging`
我們不僅保留了 openpilot 的核心優勢,更達成了許多從社群回饋中誕生的里程碑,這些是我們引以為傲的足跡: ### Recommended Branches
| Branch | Installation URL |
|:---------------:|:---------------------------------------------:|
| `release` | `https://release.sunnypilot.ai` |
| `staging` | `https://staging.sunnypilot.ai` |
| `dev` | `https://dev.sunnypilot.ai` |
| `custom-branch` | `https://install.sunnypilot.ai/{branch_name}` |
* **🚘 全時置中車道維持 (ALKA)** > [!TIP]
> You can use sunnypilot/targetbranch as an install URL. Example: 'sunnypilot/staging'.
這不只是一個功能,更是 `dragonpilot` 的哲學。我們最早於 [0.6.2 版本](https://github.com/dragonpilot-community/dragonpilot/blob/2861467183d62151024320447ba04d18fc3fe1e6/selfdrive/car/toyota/carstate.py#L199) 時便實現了這個功能,其開發歷程始於 2017 Lexus IS300h,接著擴展至 Toyota 全車系,並逐步延伸到其他支援的品牌。它能溫柔地輔助您,讓車輛始終穩定地保持在車道中央,提供一份額外的安心與從容。 > [!NOTE]
> Do you require further assistance with software installation? Join the [sunnypilot community forum](https://community.sunnypilot.ai/new-topic?category=general/qa) and create a topic in the General/Q&A Category channel.
* **🌐 率先導入多國語言介面**
在官方 openpilot 還未支援前,我們便已將多國語言介面實現。`dragonpilot` 完整支援繁體中文、簡體中文與英文,讓操作毫無隔閡。 <details>
* **💻 唯一同時支援多硬體平台** <summary>Older legacy branches</summary>
我們是唯一曾致力於讓專案同時兼容 EON、comma two、comma 3 與 Jetson 平台的社群分支,這份努力是為了服務最廣大的玩家社群。 ### If you want to use our older legacy branches (*not recommended*)
此外,在 comma.ai 團隊於 0.10.0 版本宣布停止支持 comma 3 後,我們仍是唯一一個完整同時支援 comma 3、comma 3X 以及 O3、O3L、O3XL(O3 系列為副廠硬體)的社群分支。
* **📜 曾榮獲官方認證第一大分支** > [**IMPORTANT**]
> It is recommended to [re-flash AGNOS](https://flash.comma.ai/) if you intend to downgrade from the new branches.
> You can still restore the latest sunnylink backup made on the old branches.
基於活躍的社群與功能創新,`dragonpilot` 曾一度成長為 comma ai 官方認證的第一大 openpilot 分支,這份榮耀屬於每一位參與者。 | Branch | Installation URL |
|:------------:|:--------------------------------:|
| `release-c3` | https://release-c3.sunnypilot.ai |
| `staging-c3` | https://staging-c3.sunnypilot.ai |
| `dev-c3` | https://dev-c3.sunnypilot.ai |
## **🧑‍💻 設計理念 - 少即是多 (Less is More)** </details>
隨著 openpilot 的 AI 模型日益強大,許多過去需要手動微調的功能,現在都已能透過更先進的模型來實現。因此,我們現在的開發重心回歸到 **「最小化修改」(minimal changes)** 的核心原則上。
我們的目標是為您提供最純粹、最接近官方的 openpilot 駕駛感受,同時保留 `dragonpilot` 那些經過時間考驗、最受社群喜愛的經典功能。我們相信,在強大的 AI 基礎上,簡潔即是力量。 ## 🎆 Pull Requests
We welcome both pull requests and issues on GitHub. Bug fixes are encouraged.
## **🛠️ 硬件的足跡 - 一路走來的夥伴們** Pull requests should be against the most current `master` branch.
從最早的 **EON**,到官方的 **comma two / three (C2/C3/C3X)**,再到社群中各式各樣充滿智慧的**副廠機 (如 C1.5, O2, O3, O3L, O3XL 等)**,甚至我們也曾探索過在 [**Jetson Xavier NX**](https://github.com/eFiniLan/xnxpilot) 上的可能性。 ## 📊 User Data
目前最新版本主要支援: comma3 / 3X 以及 O3 / O3L / O3XL 等社群硬體。 By default, sunnypilot uploads the driving data to comma servers. You can also access your data through [comma connect](https://connect.comma.ai/).
針對 EON / C1.5 / C2 等舊款硬體,最後支援的版本位於 [d2 分支](https://github.com/dragonpilot-community/dragonpilot/tree/d2)。
無論您手上是哪一款設備,都代表著您對開源駕駛輔助的一份熱情。
## **🫂 加入我們,成為「尋龍者」的一份子** sunnypilot is open source software. The user is free to disable data collection if they wish to do so.
`dragonpilot` 的成長,離不開每一位使用者的貢獻與回饋。我們是一個以**公開、透明**為原則的溫暖社群,希望在這裡能與所有對 openpilot / dragonpilot 有興趣的用戶分享、交流開發與使用上的經驗。 sunnypilot logs the road-facing camera, CAN, GPS, IMU, magnetometer, thermal sensors, crashes, and operating system logs.
The driver-facing camera and microphone are only logged if you explicitly opt-in in settings.
[**歡迎加入我們的 Facebook 社團進行交流!**](https://www.facebook.com/groups/930190251238639) By using this software, you understand that use of this software or its related services will generate certain types of user data, which may be logged and stored at the sole discretion of comma. By accepting this agreement, you grant an irrevocable, perpetual, worldwide right to comma for the use of this data.
## **❤️ 特別感謝** ## Licensing
`dragonpilot` 從創立至今,從未打算透過 Patreon 等平台進行任何形式的募資。我們的初衷是建立一個讓大家能一起學習、一起成長的社群。It's all about fun, not money. sunnypilot is released under the [MIT License](LICENSE). This repository includes original work as well as significant portions of code derived from [openpilot by comma.ai](https://github.com/commaai/openpilot), which is also released under the MIT license with additional disclaimers.
然而,我們仍要對那些自發性支持本專案的朋友們,致上最誠摯的感謝。正是因為有您們的鼓勵,我們才有更大的動力持續前進。 The original openpilot license notice, including comma.ais indemnification and alpha software disclaimer, is reproduced below as required:
[**我們的贊助者名單**](SPONSORS.md) > openpilot is released under the MIT license. Some parts of the software are released under other licenses as specified.
>
> Any user of this software shall indemnify and hold harmless Comma.ai, Inc. and its directors, officers, employees, agents, stockholders, affiliates, subcontractors and customers from and against all allegations, claims, actions, suits, demands, damages, liabilities, obligations, losses, settlements, judgments, costs and expenses (including without limitation attorneys fees and costs) which arise out of, relate to or result from any use of this software by user.
>
> **THIS IS ALPHA QUALITY SOFTWARE FOR RESEARCH PURPOSES ONLY. THIS IS NOT A PRODUCT.
> YOU ARE RESPONSIBLE FOR COMPLYING WITH LOCAL LAWS AND REGULATIONS.
> NO WARRANTY EXPRESSED OR IMPLIED.**
### **安全聲明** For full license terms, please see the [`LICENSE`](LICENSE) file.
`dragonpilot` 是一種駕駛**輔助**系統,並非全自動駕駛。它旨在減輕您的駕駛疲勞,提升行車安全,但駕駛人仍需時刻保持專注,並隨時準備接管車輛。請務必遵守您所在地區的交通法規。 ## 💰 Support sunnypilot
If you find any of the features useful, consider becoming a [sponsor on GitHub](https://github.com/sponsors/sunnyhaibin) to support future feature development and improvements.
**最後,再次感謝您的到來。**
**期待與您一同在智慧駕駛的道路上,乘「龍」而行!** By becoming a sponsor, you will gain access to exclusive content, early access to new features, and the opportunity to directly influence the project's development.
<h3>GitHub Sponsor</h3>
<a href="https://github.com/sponsors/sunnyhaibin">
<img src="https://user-images.githubusercontent.com/47793918/244135584-9800acbd-69fd-4b2b-bec9-e5fa2d85c817.png" alt="Become a Sponsor" width="300" style="max-width: 100%; height: auto;">
</a>
<br>
<h3>PayPal</h3>
<a href="https://paypal.me/sunnyhaibin0850" target="_blank">
<img src="https://www.paypalobjects.com/en_US/i/btn/btn_donateCC_LG.gif" alt="PayPal this" title="PayPal - The safer, easier way to pay online!" border="0" />
</a>
<br></br>
Your continuous love and support are greatly appreciated! Enjoy 🥰
<span>-</span> Jason, Founder of sunnypilot
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![](dragonpilot/selfdrive/assets/dragonpilot.png)
[Read this in Chinese](README.md)
# **🐲 dragonpilot - Bringing the Spirit of the Dragon to Your Car**
**Join us on a smarter, more thoughtful driving journey.**
## **👋 Welcome, friend!**
`dragonpilot` was launched in 2019 by three early openpilot enthusiasts from the Chinese community. Our mission was simple: create a friendly space for users to share experiences, provide easier setup help, and add features tailored for local needs.
Localization has always been at the heart of what we do—starting with a fully Chinese interface. This made `dragonpilot` quickly popular in Chinese-speaking regions and helped our user base grow into one of the largest worldwide. That community support is what keeps us moving forward.
Built on top of the powerful [openpilot](https://github.com/commaai/openpilot)—an open-source driver assistance system rated by Consumer Reports as outperforming commercial offerings—we add localized refinements and user-focused features to create a driving companion that truly fits your needs. (You can also see the [original openpilot README](README_OPENPILOT.md) preserved in our repo.)
The name `dragonpilot` reflects our vision: like the dragon of mythology, it is strong and wise, guarding your safety on the road. In Chinese culture, the dragon is also a symbol of luck and strength, representing our roots and pride.
## **✨ Milestones**
Beyond carrying forward openpilot's core strengths, we've reached several milestones inspired by community feedback:
* **🚘 Always Lane Keep Assist (ALKA)**
More than a feature—it's part of the `dragonpilot` philosophy. Introduced as early as [version 0.6.2](https://github.com/dragonpilot-community/dragonpilot/blob/2861467183d62151024320447ba04d18fc3fe1e6/selfdrive/car/toyota/carstate.py#L199), first tested on a 2017 Lexus IS300h, then expanded to Toyota's lineup and beyond. ALKA helps keep your vehicle steadily centered, giving you extra confidence on the road.
* **🌐 First to add multilingual support**
Before openpilot officially supported it, we had already introduced multiple languages. `dragonpilot` fully supports Traditional Chinese, Simplified Chinese, and English.
* **💻 Only community fork to support multiple hardware platforms at once**
We uniquely worked to make the project run on EON, comma two, comma 3, and Jetson—serving the widest range of users possible.
Additionally, after the comma.ai team deprecated the comma 3 in version 0.10.0, we remain the only community fork to offer full, simultaneous support for the comma 3, comma 3X, and the O3, O3L, and O3XL (the O3 series being third-party hardware).
* **📜 Once recognized as the #1 openpilot fork**
Thanks to an active community and continuous innovation, `dragonpilot` was once the largest openpilot fork officially recognized by comma ai. This honor belongs to everyone who contributed.
## **🧑‍💻 Design Philosophy - Less is More**
As openpilot's AI grows stronger, many features that once required manual tuning are now handled by advanced models. That's why our focus has returned to **“minimal changes.”**
We aim to give you the purest, most official-like openpilot driving experience—while preserving `dragonpilot`'s classic, community-loved features. With a solid AI foundation, simplicity is strength.
## **🛠️ Hardware Journey**
From the early **EON**, to official devices like **comma two / three (C2/C3/C3X)**, to creative community builds (**C1.5, O2, O3, O3L, O3XL, etc.**), and even experiments with [**Jetson Xavier NX**](https://github.com/eFiniLan/xnxpilot).
Currently, the latest versions support: **comma3 / 3X** and community hardware like **O3 / O3L / O3XL**.
Older devices such as **EON / C1.5 / C2** are supported in the [d2 branch](https://github.com/dragonpilot-community/dragonpilot/tree/d2).
Whatever device you're on, it represents your passion for open-source driver assistance.
## **🫂 Join Us Become a “Dragon Seeker”**
`dragonpilot` thrives thanks to every user's contributions and feedback. We're an open, transparent, and welcoming community where enthusiasts can share experiences with openpilot and `dragonpilot`.
[**Join our Facebook group here!**](https://www.facebook.com/groups/930190251238639)
## **❤️ Special Thanks**
Since day one, `dragonpilot` has never asked for funding through Patreon or similar platforms. Our vision is a community where everyone learns and grows together. It's about fun, not money.
That said, we're deeply grateful to those who voluntarily supported the project. Your encouragement keeps us motivated to keep building.
[**See our sponsors**](SPONSORS.md)
### **Safety Notice**
`dragonpilot` is a driver **assistance** system, not full self-driving. It reduces fatigue and improves safety, but you must remain alert and ready to take control at all times. Always follow your local traffic laws.
**Thanks again for being here.**
**We look forward to riding the “dragon” with you on the road to smarter driving!**
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<div align="center" style="text-align: center;">
<h1>openpilot</h1>
<p>
<b>openpilot is an operating system for robotics.</b>
<br>
Currently, it upgrades the driver assistance system in 300+ supported cars.
</p>
<h3>
<a href="https://docs.comma.ai">Docs</a>
<span> · </span>
<a href="https://docs.comma.ai/contributing/roadmap/">Roadmap</a>
<span> · </span>
<a href="https://github.com/commaai/openpilot/blob/master/docs/CONTRIBUTING.md">Contribute</a>
<span> · </span>
<a href="https://discord.comma.ai">Community</a>
<span> · </span>
<a href="https://comma.ai/shop">Try it on a comma 3X</a>
</h3>
Quick start: `bash <(curl -fsSL openpilot.comma.ai)`
[![openpilot tests](https://github.com/commaai/openpilot/actions/workflows/tests.yaml/badge.svg)](https://github.com/commaai/openpilot/actions/workflows/tests.yaml)
[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)
[![X Follow](https://img.shields.io/twitter/follow/comma_ai)](https://x.com/comma_ai)
[![Discord](https://img.shields.io/discord/469524606043160576)](https://discord.comma.ai)
</div>
<table>
<tr>
<td><a href="https://youtu.be/NmBfgOanCyk" title="Video By Greer Viau"><img src="https://github.com/commaai/openpilot/assets/8762862/2f7112ae-f748-4f39-b617-fabd689c3772"></a></td>
<td><a href="https://youtu.be/VHKyqZ7t8Gw" title="Video By Logan LeGrand"><img src="https://github.com/commaai/openpilot/assets/8762862/92351544-2833-40d7-9e0b-7ef7ae37ec4c"></a></td>
<td><a href="https://youtu.be/SUIZYzxtMQs" title="A drive to Taco Bell"><img src="https://github.com/commaai/openpilot/assets/8762862/05ceefc5-2628-439c-a9b2-89ce77dc6f63"></a></td>
</tr>
</table>
Using openpilot in a car
------
To use openpilot in a car, you need four things:
1. **Supported Device:** a comma 3X, available at [comma.ai/shop](https://comma.ai/shop/comma-3x).
2. **Software:** The setup procedure for the comma 3X allows users to enter a URL for custom software. Use the URL `openpilot.comma.ai` to install the release version.
3. **Supported Car:** Ensure that you have one of [the 275+ supported cars](docs/CARS.md).
4. **Car Harness:** You will also need a [car harness](https://comma.ai/shop/car-harness) to connect your comma 3X to your car.
We have detailed instructions for [how to install the harness and device in a car](https://comma.ai/setup). Note that it's possible to run openpilot on [other hardware](https://blog.comma.ai/self-driving-car-for-free/), although it's not plug-and-play.
### Branches
Running `master` and other branches directly is supported, but it's recommended to run one of the following prebuilt branches:
| comma four branch | comma 3X branch | URL | description |
|------------------------|------------------------|----------------------------------------|-------------------------------------------------------------------------------------|
| `release-mici` | `release-tizi` | openpilot.comma.ai | This is openpilot's release branch. |
| `release-mici-staging` | `release-tizi-staging` | openpilot-test.comma.ai | This is the staging branch for releases. Use it to get new releases slightly early. |
| `nightly` | `nightly` | openpilot-nightly.comma.ai | This is the bleeding edge development branch. Do not expect this to be stable. |
| `nightly-dev` | `nightly-dev` | installer.comma.ai/commaai/nightly-dev | Same as nightly, but includes experimental development features for some cars. |
To start developing openpilot
------
openpilot is developed by [comma](https://comma.ai/) and by users like you. We welcome both pull requests and issues on [GitHub](http://github.com/commaai/openpilot).
* Join the [community Discord](https://discord.comma.ai)
* Check out [the contributing docs](docs/CONTRIBUTING.md)
* Check out the [openpilot tools](tools/)
* Code documentation lives at https://docs.comma.ai
* Information about running openpilot lives on the [community wiki](https://github.com/commaai/openpilot/wiki)
Want to get paid to work on openpilot? [comma is hiring](https://comma.ai/jobs#open-positions) and offers lots of [bounties](https://comma.ai/bounties) for external contributors.
Safety and Testing
----
* openpilot observes [ISO26262](https://en.wikipedia.org/wiki/ISO_26262) guidelines, see [SAFETY.md](docs/SAFETY.md) for more details.
* openpilot has software-in-the-loop [tests](.github/workflows/tests.yaml) that run on every commit.
* The code enforcing the safety model lives in panda and is written in C, see [code rigor](https://github.com/commaai/panda#code-rigor) for more details.
* panda has software-in-the-loop [safety tests](https://github.com/commaai/panda/tree/master/tests/safety).
* Internally, we have a hardware-in-the-loop Jenkins test suite that builds and unit tests the various processes.
* panda has additional hardware-in-the-loop [tests](https://github.com/commaai/panda/blob/master/Jenkinsfile).
* We run the latest openpilot in a testing closet containing 10 comma devices continuously replaying routes.
<details>
<summary>MIT Licensed</summary>
openpilot is released under the MIT license. Some parts of the software are released under other licenses as specified.
Any user of this software shall indemnify and hold harmless Comma.ai, Inc. and its directors, officers, employees, agents, stockholders, affiliates, subcontractors and customers from and against all allegations, claims, actions, suits, demands, damages, liabilities, obligations, losses, settlements, judgments, costs and expenses (including without limitation attorneys fees and costs) which arise out of, relate to or result from any use of this software by user.
**THIS IS ALPHA QUALITY SOFTWARE FOR RESEARCH PURPOSES ONLY. THIS IS NOT A PRODUCT.
YOU ARE RESPONSIBLE FOR COMPLYING WITH LOCAL LAWS AND REGULATIONS.
NO WARRANTY EXPRESSED OR IMPLIED.**
</details>
<details>
<summary>User Data and comma Account</summary>
By default, openpilot uploads the driving data to our servers. You can also access your data through [comma connect](https://connect.comma.ai/). We use your data to train better models and improve openpilot for everyone.
openpilot is open source software: the user is free to disable data collection if they wish to do so.
openpilot logs the road-facing cameras, CAN, GPS, IMU, magnetometer, thermal sensors, crashes, and operating system logs.
The driver-facing camera and microphone are only logged if you explicitly opt-in in settings.
By using openpilot, you agree to [our Privacy Policy](https://comma.ai/privacy). You understand that use of this software or its related services will generate certain types of user data, which may be logged and stored at the sole discretion of comma. By accepting this agreement, you grant an irrevocable, perpetual, worldwide right to comma for the use of this data.
</details>
+1 -18
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Version 0.10.3 (2025-12-17)
========================
* New driving model #36249
* New temporal policy architecture
* New on-policy training physics noise model
* New driver monitoring model #36409
* Trained on a new dataset, including comma four data
* Improved inter-process communication memory efficiency
Version 0.10.2 (2025-11-19)
========================
* comma four support
Version 0.10.1 (2025-09-08) Version 0.10.1 (2025-09-08)
======================== ========================
* New driving model #36276 * New driving model
* World Model: removed global localization inputs * World Model: removed global localization inputs
* World Model: 2x the number of parameters * World Model: 2x the number of parameters
* World Model: trained on 4x the number of segments * World Model: trained on 4x the number of segments
* VAE Compression Model: new architecture and training objective
* Driving Vision Model: trained on 4x the number of segments * Driving Vision Model: trained on 4x the number of segments
* New Driver Monitoring model #36198
* Acura TLX 2021 support thanks to MVL!
* Honda City 2023 support thanks to vanillagorillaa and drFritz! * Honda City 2023 support thanks to vanillagorillaa and drFritz!
* Honda N-Box 2018 support thanks to miettal! * Honda N-Box 2018 support thanks to miettal!
* Honda Odyssey 2021-25 support thanks to csouers and MVL! * Honda Odyssey 2021-25 support thanks to csouers and MVL!
* Honda Passport 2026 support thanks to vanillagorillaa and MVL!
Version 0.10.0 (2025-08-05) Version 0.10.0 (2025-08-05)
======================== ========================
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@@ -1,224 +0,0 @@
import os
import subprocess
import sys
import sysconfig
import platform
import shlex
import numpy as np
import SCons.Errors
SCons.Warnings.warningAsException(True)
Decider('MD5-timestamp')
SetOption('num_jobs', max(1, int(os.cpu_count()/2)))
AddOption('--kaitai', action='store_true', help='Regenerate kaitai struct parsers')
AddOption('--asan', action='store_true', help='turn on ASAN')
AddOption('--ubsan', action='store_true', help='turn on UBSan')
AddOption('--mutation', action='store_true', help='generate mutation-ready code')
AddOption('--ccflags', action='store', type='string', default='', help='pass arbitrary flags over the command line')
AddOption('--minimal',
action='store_false',
dest='extras',
default=os.path.exists(File('#.gitattributes').abspath), # minimal by default on release branch (where there's no LFS)
help='the minimum build to run openpilot. no tests, tools, etc.')
# Detect platform
arch = subprocess.check_output(["uname", "-m"], encoding='utf8').rstrip()
if platform.system() == "Darwin":
arch = "Darwin"
brew_prefix = subprocess.check_output(['brew', '--prefix'], encoding='utf8').strip()
elif arch == "aarch64" and os.path.isfile('/TICI'):
arch = "larch64"
assert arch in [
"larch64", # linux tici arm64
"aarch64", # linux pc arm64
"x86_64", # linux pc x64
"Darwin", # macOS arm64 (x86 not supported)
]
env = Environment(
ENV={
"PATH": os.environ['PATH'],
"PYTHONPATH": Dir("#").abspath + ':' + Dir(f"#third_party/acados").abspath,
"ACADOS_SOURCE_DIR": Dir("#third_party/acados").abspath,
"ACADOS_PYTHON_INTERFACE_PATH": Dir("#third_party/acados/acados_template").abspath,
"TERA_PATH": Dir("#").abspath + f"/third_party/acados/{arch}/t_renderer"
},
CC='clang',
CXX='clang++',
CCFLAGS=[
"-g",
"-fPIC",
"-O2",
"-Wunused",
"-Werror",
"-Wshadow",
"-Wno-unknown-warning-option",
"-Wno-inconsistent-missing-override",
"-Wno-c99-designator",
"-Wno-reorder-init-list",
"-Wno-vla-cxx-extension",
],
CFLAGS=["-std=gnu11"],
CXXFLAGS=["-std=c++1z"],
CPPPATH=[
"#",
"#msgq",
"#third_party",
"#third_party/json11",
"#third_party/linux/include",
"#third_party/acados/include",
"#third_party/acados/include/blasfeo/include",
"#third_party/acados/include/hpipm/include",
"#third_party/catch2/include",
"#third_party/libyuv/include",
],
LIBPATH=[
"#common",
"#msgq_repo",
"#third_party",
"#selfdrive/pandad",
"#rednose/helpers",
f"#third_party/libyuv/{arch}/lib",
f"#third_party/acados/{arch}/lib",
],
RPATH=[],
CYTHONCFILESUFFIX=".cpp",
COMPILATIONDB_USE_ABSPATH=True,
REDNOSE_ROOT="#",
tools=["default", "cython", "compilation_db", "rednose_filter"],
toolpath=["#site_scons/site_tools", "#rednose_repo/site_scons/site_tools"],
)
# Arch-specific flags and paths
if arch == "larch64":
env.Append(CPPPATH=["#third_party/opencl/include"])
env.Append(LIBPATH=[
"/usr/local/lib",
"/system/vendor/lib64",
"/usr/lib/aarch64-linux-gnu",
])
arch_flags = ["-D__TICI__", "-mcpu=cortex-a57"]
env.Append(CCFLAGS=arch_flags)
env.Append(CXXFLAGS=arch_flags)
elif arch == "Darwin":
env.Append(LIBPATH=[
f"{brew_prefix}/lib",
f"{brew_prefix}/opt/openssl@3.0/lib",
f"{brew_prefix}/opt/llvm/lib/c++",
"/System/Library/Frameworks/OpenGL.framework/Libraries",
])
env.Append(CCFLAGS=["-DGL_SILENCE_DEPRECATION"])
env.Append(CXXFLAGS=["-DGL_SILENCE_DEPRECATION"])
env.Append(CPPPATH=[
f"{brew_prefix}/include",
f"{brew_prefix}/opt/openssl@3.0/include",
])
else:
env.Append(LIBPATH=[
"/usr/lib",
"/usr/local/lib",
])
# Sanitizers and extra CCFLAGS from CLI
if GetOption('asan'):
env.Append(CCFLAGS=["-fsanitize=address", "-fno-omit-frame-pointer"])
env.Append(LINKFLAGS=["-fsanitize=address"])
elif GetOption('ubsan'):
env.Append(CCFLAGS=["-fsanitize=undefined"])
env.Append(LINKFLAGS=["-fsanitize=undefined"])
_extra_cc = shlex.split(GetOption('ccflags') or '')
if _extra_cc:
env.Append(CCFLAGS=_extra_cc)
# no --as-needed on mac linker
if arch != "Darwin":
env.Append(LINKFLAGS=["-Wl,--as-needed", "-Wl,--no-undefined"])
# progress output
node_interval = 5
node_count = 0
def progress_function(node):
global node_count
node_count += node_interval
sys.stderr.write("progress: %d\n" % node_count)
if os.environ.get('SCONS_PROGRESS'):
Progress(progress_function, interval=node_interval)
# ********** Cython build environment **********
py_include = sysconfig.get_paths()['include']
envCython = env.Clone()
envCython["CPPPATH"] += [py_include, np.get_include()]
envCython["CCFLAGS"] += ["-Wno-#warnings", "-Wno-shadow", "-Wno-deprecated-declarations"]
envCython["CCFLAGS"].remove("-Werror")
envCython["LIBS"] = []
if arch == "Darwin":
envCython["LINKFLAGS"] = env["LINKFLAGS"] + ["-bundle", "-undefined", "dynamic_lookup"]
else:
envCython["LINKFLAGS"] = ["-pthread", "-shared"]
np_version = SCons.Script.Value(np.__version__)
Export('envCython', 'np_version')
Export('env', 'arch')
# Setup cache dir
cache_dir = '/data/scons_cache' if arch == "larch64" else '/tmp/scons_cache'
CacheDir(cache_dir)
Clean(["."], cache_dir)
# ********** start building stuff **********
# Build common module
SConscript(['common/SConscript'])
Import('_common')
common = [_common, 'json11', 'zmq']
Export('common')
# Build messaging (cereal + msgq + socketmaster + their dependencies)
# Enable swaglog include in submodules
env_swaglog = env.Clone()
env_swaglog['CXXFLAGS'].append('-DSWAGLOG="\\"common/swaglog.h\\""')
SConscript(['msgq_repo/SConscript'], exports={'env': env_swaglog})
SConscript(['opendbc_repo/SConscript'], exports={'env': env_swaglog})
SConscript(['cereal/SConscript'])
Import('socketmaster', 'msgq')
messaging = [socketmaster, msgq, 'capnp', 'kj',]
Export('messaging')
# Build other submodules
SConscript(['panda/SConscript'])
SConscript(['panda_tici/SConscript'])
# Build rednose library
SConscript(['rednose/SConscript'])
# Build system services
SConscript([
'system/ubloxd/SConscript',
'system/loggerd/SConscript',
])
if arch == "larch64":
SConscript(['system/camerad/SConscript'])
# Build openpilot
SConscript(['third_party/SConscript'])
SConscript(['selfdrive/SConscript'])
if Dir('#tools/cabana/').exists() and GetOption('extras'):
SConscript(['tools/replay/SConscript'])
if arch != "larch64":
SConscript(['tools/cabana/SConscript'])
env.CompilationDatabase('compile_commands.json')
-26
View File
@@ -1,26 +0,0 @@
# Sponsors 贊助者
我們誠摯感謝以下贊助者提供的硬體資源,讓專案能夠在多種平台上進行測試與驗證。
We sincerely thank the following sponsors for providing hardware resources, which enable the project to be tested and validated across multiple platforms.
---
## 贊助者列表 Sponsors
| 贊助者 Sponsor | 設備 Deices | 備註 Notes |
| -------------- | ----------- | ---------- |
| BlueGood | <ul><li>Radar Filter x 2</li><li>sDSU x1</li></ul> | - |
| Chia Chun Lee | <ul><li>C3 Quick Mount x1</li></ul> | - |
| CloudJ | <ul><li>C3X x1</li></ul> | - |
| FareWay | <ul><li>EON Quick Mount x1</li><li>C2/C3 Quick Mount x1</li></ul> | Special thanks for fixing my good old EON |
| Fred Wang | <ul><li>Oneplus 3t x1</li></ul> | - |
| Saber Huang | <ul><li>O3L x1</li></ul> | - |
| [馬威 Mr. One](https://shop61532546.taobao.com/) | <ul><li>O3 x 1</li><li>O3 (Dev) x1</li><li>O3XL x1</li><li>Red Panda x1</li><li>Panda Jungle v1 x1</li></ul> | - |
| 門文梁 | <ul><li>C1.5 x1</li></ul> | - |
---
🙏 沒有你們的支持,我們無法讓專案在這麼多硬體平台上持續成長與驗證。
Without your support, this project could not continue to grow and be validated across so many hardware platforms.
-20
View File
@@ -1,20 +0,0 @@
Import('env', 'common', 'msgq')
cereal_dir = Dir('.')
gen_dir = Dir('gen')
# Build cereal
schema_files = ['log.capnp', 'car.capnp', 'legacy.capnp', 'custom.capnp']
env.Command([f'gen/cpp/{s}.c++' for s in schema_files] + [f'gen/cpp/{s}.h' for s in schema_files],
schema_files,
f"capnpc --src-prefix={cereal_dir.path} $SOURCES -o c++:{gen_dir.path}/cpp/")
cereal = env.Library('cereal', [f'gen/cpp/{s}.c++' for s in schema_files])
# Build messaging
services_h = env.Command(['services.h'], ['services.py'], 'python3 ' + cereal_dir.path + '/services.py > $TARGET')
env.Program('messaging/bridge', ['messaging/bridge.cc', 'messaging/msgq_to_zmq.cc'], LIBS=[msgq, common, 'pthread'])
socketmaster = env.Library('socketmaster', ['messaging/socketmaster.cc'])
Export('cereal', 'socketmaster')
+427 -89
View File
@@ -10,110 +10,448 @@ $Cxx.namespace("cereal");
# DO rename the structs # DO rename the structs
# DON'T change the identifier (e.g. @0x81c2f05a394cf4af) # DON'T change the identifier (e.g. @0x81c2f05a394cf4af)
struct ControlsStateExt @0x81c2f05a394cf4af { struct ModularAssistiveDrivingSystem {
alkaActive @0 :Bool; state @0 :ModularAssistiveDrivingSystemState;
enabled @1 :Bool;
active @2 :Bool;
available @3 :Bool;
enum ModularAssistiveDrivingSystemState {
disabled @0;
paused @1;
enabled @2;
softDisabling @3;
overriding @4;
}
} }
struct CarStateExt @0xaedffd8f31e7b55d { struct IntelligentCruiseButtonManagement {
# dp - ALKA: lkasOn state from carstate (mirrors panda's lkas_on) state @0 :IntelligentCruiseButtonManagementState;
lkasOn @0 :Bool; sendButton @1 :SendButtonState;
} vTarget @2 :Float32;
struct ModelExt @0xf35cc4560bbf6ec2 { enum IntelligentCruiseButtonManagementState {
leftEdgeDetected @0 :Bool; inactive @0; # No button press or default state
rightEdgeDetected @1 :Bool; preActive @1; # Pre-active state before transitioning to increasing or decreasing
} increasing @2; # Increasing speed
decreasing @3; # Decreasing speed
struct LiveGPS @0xda96579883444c35 { holding @4; # Holding steady speed
# Position
latitude @0 :Float64; # degrees
longitude @1 :Float64; # degrees
altitude @2 :Float64; # meters (WGS84)
# Motion
speed @3 :Float32; # m/s (horizontal speed)
bearingDeg @4 :Float32; # degrees (heading)
# Accuracy
horizontalAccuracy @5 :Float32; # meters
verticalAccuracy @6 :Float32; # meters
# Status
gpsOK @7 :Bool; # livePose valid + GPS fresh
status @8 :Status;
enum Status {
uninitialized @0; # no GPS data yet
uncalibrated @1; # has GPS but fusion not ready (raw passthrough)
valid @2; # fusion active with calibrated bearing
} }
# Metadata enum SendButtonState {
unixTimestampMillis @9 :Int64; none @0;
lastGpsTimestamp @10 :UInt64; # logMonoTime of last GPS increase @1;
decrease @2;
# livePose health (for debugging fusion issues) }
livePoseOk @11 :Bool; # livePose valid and providing orientation/velocity
} }
struct MaaControl @0x80ae746ee2596b11 { # Same struct as Log.RadarState.LeadData
# Map-Aware Assist control signals struct LeadData {
dRel @0 :Float32;
yRel @1 :Float32;
vRel @2 :Float32;
aRel @3 :Float32;
vLead @4 :Float32;
dPath @6 :Float32;
vLat @7 :Float32;
vLeadK @8 :Float32;
aLeadK @9 :Float32;
fcw @10 :Bool;
status @11 :Bool;
aLeadTau @12 :Float32;
modelProb @13 :Float32;
radar @14 :Bool;
radarTrackId @15 :Int32 = -1;
# Curvature data (for lateral control) aLeadDEPRECATED @5 :Float32;
curvature @0 :Float32; # current nav curvature (1/m) }
curvatureValid @1 :Bool; # curvature data is valid
# Turn speed data (for longitudinal control) struct SelfdriveStateSP @0x81c2f05a394cf4af {
turnSpeedLimit @2 :Float32; # target speed for turn (m/s) mads @0 :ModularAssistiveDrivingSystem;
turnDistance @3 :Float32; # distance to turn (m) intelligentCruiseButtonManagement @1 :IntelligentCruiseButtonManagement;
turnDirection @4 :TurnDirection;
turnValid @5 :Bool; # turn data is valid
maneuverType @6 :ManeuverType; # type of maneuver (turn vs lane change)
turnAngle @7 :Float32; # expected turn angle in degrees (positive=left, negative=right)
turnCurvature @8 :Float32; # curvature at turn point (1/m), used for speed limit calc
# Turn execution (heading-based tracking) enum AudibleAlert {
desireActive @9 :Bool; # true when turn desire should be sent to model none @0;
turnState @10 :UInt8; # TurnState enum: 0=none, 1=approaching, 2=executing, 3=complete
turnProgress @11 :Float32; # accumulated heading change during turn (degrees)
# Driver acknowledgment (blinker = commit to turn) engage @1;
driverAcknowledged @12 :Bool; # driver turned on blinker matching turn direction disengage @2;
speedLimitActive @13 :Bool; # turn speed limit should be enforced (blinker on) refuse @3;
blockLaneChange @14 :Bool; # within commit distance, block lane change desire
warningSoft @4;
warningImmediate @5;
prompt @6;
promptRepeat @7;
promptDistracted @8;
# unused, these are reserved for upstream events so we don't collide
reserved9 @9;
reserved10 @10;
reserved11 @11;
reserved12 @12;
reserved13 @13;
reserved14 @14;
reserved15 @15;
reserved16 @16;
reserved17 @17;
reserved18 @18;
reserved19 @19;
reserved20 @20;
reserved21 @21;
reserved22 @22;
reserved23 @23;
reserved24 @24;
reserved25 @25;
reserved26 @26;
reserved27 @27;
reserved28 @28;
reserved29 @29;
reserved30 @30;
promptSingleLow @31;
promptSingleHigh @32;
}
}
struct ModelManagerSP @0xaedffd8f31e7b55d {
activeBundle @0 :ModelBundle;
selectedBundle @1 :ModelBundle;
availableBundles @2 :List(ModelBundle);
struct DownloadUri {
uri @0 :Text;
sha256 @1 :Text;
}
enum DownloadStatus {
notDownloading @0;
downloading @1;
downloaded @2;
cached @3;
failed @4;
}
struct DownloadProgress {
status @0 :DownloadStatus;
progress @1 :Float32;
eta @2 :UInt32;
}
struct Artifact {
fileName @0 :Text;
downloadUri @1 :DownloadUri;
downloadProgress @2 :DownloadProgress;
}
struct Model {
type @0 :Type;
artifact @1 :Artifact; # Main artifact
metadata @2 :Artifact; # Metadata artifact
enum Type {
supercombo @0;
navigation @1;
vision @2;
policy @3;
}
}
enum Runner {
snpe @0;
tinygrad @1;
stock @2;
}
struct Override {
key @0 :Text;
value @1 :Text;
}
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;
ref @9 :Text;
minimumSelectorVersion @10 :UInt32;
overrides @11 :List(Override);
}
}
struct LongitudinalPlanSP @0xf35cc4560bbf6ec2 {
dec @0 :DynamicExperimentalControl;
longitudinalPlanSource @1 :LongitudinalPlanSource;
smartCruiseControl @2 :SmartCruiseControl;
speedLimit @3 :SpeedLimit;
vTarget @4 :Float32;
aTarget @5 :Float32;
events @6 :List(OnroadEventSP.Event);
e2eAlerts @7 :E2eAlerts;
struct DynamicExperimentalControl {
state @0 :DynamicExperimentalControlState;
enabled @1 :Bool;
active @2 :Bool;
enum DynamicExperimentalControlState {
acc @0;
blended @1;
}
}
struct SmartCruiseControl {
vision @0 :Vision;
map @1 :Map;
struct Vision {
state @0 :VisionState;
vTarget @1 :Float32;
aTarget @2 :Float32;
currentLateralAccel @3 :Float32;
maxPredictedLateralAccel @4 :Float32;
enabled @5 :Bool;
active @6 :Bool;
}
struct Map {
state @0 :MapState;
vTarget @1 :Float32;
aTarget @2 :Float32;
enabled @3 :Bool;
active @4 :Bool;
}
enum VisionState {
disabled @0; # System disabled or inactive.
enabled @1; # No predicted substantial turn on vision range.
entering @2; # A substantial turn is predicted ahead, adapting speed to turn comfort levels.
turning @3; # Actively turning. Managing acceleration to provide a roll on turn feeling.
leaving @4; # Road ahead straightens. Start to allow positive acceleration.
overriding @5; # System overriding with manual control.
}
enum MapState {
disabled @0; # System disabled or inactive.
enabled @1; # No predicted substantial turn on map range.
turning @2; # Actively turning. Managing acceleration to provide a roll on turn feeling.
overriding @3; # System overriding with manual control.
}
}
struct SpeedLimit {
resolver @0 :Resolver;
assist @1 :Assist;
struct Resolver {
speedLimit @0 :Float32;
distToSpeedLimit @1 :Float32;
source @2 :Source;
speedLimitOffset @3 :Float32;
speedLimitLast @4 :Float32;
speedLimitFinal @5 :Float32;
speedLimitFinalLast @6 :Float32;
speedLimitValid @7 :Bool;
speedLimitLastValid @8 :Bool;
}
struct Assist {
state @0 :AssistState;
enabled @1 :Bool;
active @2 :Bool;
vTarget @3 :Float32;
aTarget @4 :Float32;
}
enum Source {
none @0;
car @1;
map @2;
}
enum AssistState {
disabled @0;
inactive @1; # No speed limit set or not enabled by parameter.
preActive @2;
pending @3; # Awaiting new speed limit.
adapting @4; # Reducing speed to match new speed limit.
active @5; # Cruising at speed limit.
}
}
enum LongitudinalPlanSource {
cruise @0;
sccVision @1;
sccMap @2;
speedLimitAssist @3;
}
struct E2eAlerts {
greenLightAlert @0 :Bool;
leadDepartAlert @1 :Bool;
}
}
struct OnroadEventSP @0xda96579883444c35 {
events @0 :List(Event);
struct Event {
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;
wrongCarModeAlertOnly @15;
pedalPressedAlertOnly @16;
laneTurnLeft @17;
laneTurnRight @18;
speedLimitPreActive @19;
speedLimitActive @20;
speedLimitChanged @21;
speedLimitPending @22;
e2eChime @23;
}
}
struct CarParamsSP @0x80ae746ee2596b11 {
flags @0 :UInt32; # flags for car specific quirks in sunnypilot
safetyParam @1 : Int16; # flags for sunnypilot's custom safety flags
pcmCruiseSpeed @3 :Bool;
intelligentCruiseButtonManagementAvailable @4 :Bool;
enableGasInterceptor @5 :Bool;
neuralNetworkLateralControl @2 :NeuralNetworkLateralControl;
struct NeuralNetworkLateralControl {
model @0 :Model;
fuzzyFingerprint @1 :Bool;
struct Model {
path @0 :Text;
name @1 :Text;
}
}
}
struct CarControlSP @0xa5cd762cd951a455 {
mads @0 :ModularAssistiveDrivingSystem;
params @1 :List(Param);
leadOne @2 :LeadData;
leadTwo @3 :LeadData;
intelligentCruiseButtonManagement @4 :IntelligentCruiseButtonManagement;
struct Param {
key @0 :Text;
type @2 :ParamType;
value @3 :Data;
valueDEPRECATED @1 :Text; # The data type change may cause issues with backwards compatibility.
}
enum ParamType {
string @0;
bool @1;
int @2;
float @3;
time @4;
json @5;
bytes @6;
}
}
struct BackupManagerSP @0xf98d843bfd7004a3 {
backupStatus @0 :Status;
restoreStatus @1 :Status;
backupProgress @2 :Float32;
restoreProgress @3 :Float32;
lastError @4 :Text;
currentBackup @5 :BackupInfo;
backupHistory @6 :List(BackupInfo);
enum Status {
idle @0;
inProgress @1;
completed @2;
failed @3;
}
struct Version {
major @0 :UInt16;
minor @1 :UInt16;
patch @2 :UInt16;
build @3 :UInt16;
branch @4 :Text;
}
struct MetadataEntry {
key @0 :Text;
value @1 :Text;
tags @2 :List(Text);
}
struct BackupInfo {
deviceId @0 :Text;
version @1 :UInt32;
config @2 :Text;
isEncrypted @3 :Bool;
createdAt @4 :Text; # ISO timestamp
updatedAt @5 :Text; # ISO timestamp
sunnypilotVersion @6 :Version;
backupMetadata @7 :List(MetadataEntry);
}
}
struct CarStateSP @0xb86e6369214c01c8 {
speedLimit @0 :Float32;
}
struct LiveMapDataSP @0xf416ec09499d9d19 {
speedLimitValid @0 :Bool;
speedLimit @1 :Float32;
speedLimitAheadValid @2 :Bool;
speedLimitAhead @3 :Float32;
speedLimitAheadDistance @4 :Float32;
roadName @5 :Text;
}
struct ModelDataV2SP @0xa1680744031fdb2d {
laneTurnDirection @0 :TurnDirection;
enum TurnDirection { enum TurnDirection {
none @0; none @0;
left @1; turnLeft @1;
right @2; turnRight @2;
} }
enum ManeuverType {
none @0;
turn @1; # intersection turn - use turnLeft/Right desire
laneChange @2; # highway exit/fork - use laneChangeLeft/Right desire
}
}
struct DashyState @0xa5cd762cd951a455 {
# Pre-serialized JSON bytes for dashy UI
# Aggregates all topics needed by dashy into single message
json @0 :Data;
}
struct NavInstructionExt @0xf98d843bfd7004a3 {
# Extension fields for NavInstruction (not in upstream)
turnAngle @0 :Float32; # degrees, positive=left, negative=right
turnCurvature @1 :Float32; # 1/m, positive=left, negative=right
}
struct CustomReserved7 @0xb86e6369214c01c8 {
}
struct CustomReserved8 @0xf416ec09499d9d19 {
}
struct CustomReserved9 @0xa1680744031fdb2d {
} }
struct CustomReserved10 @0xcb9fd56c7057593a { struct CustomReserved10 @0xcb9fd56c7057593a {
File diff suppressed because it is too large Load Diff
File diff suppressed because it is too large Load Diff
File diff suppressed because it is too large Load Diff
File diff suppressed because it is too large Load Diff
File diff suppressed because it is too large Load Diff
File diff suppressed because it is too large Load Diff
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+20 -26
View File
@@ -918,8 +918,6 @@ struct ControlsState @0x97ff69c53601abf1 {
saturated @7 :Bool; saturated @7 :Bool;
actualLateralAccel @9 :Float32; actualLateralAccel @9 :Float32;
desiredLateralAccel @10 :Float32; desiredLateralAccel @10 :Float32;
desiredLateralJerk @11 :Float32;
version @12 :Int32;
} }
struct LateralLQRState { struct LateralLQRState {
@@ -2148,10 +2146,13 @@ struct Joystick {
struct DriverStateV2 { struct DriverStateV2 {
frameId @0 :UInt32; frameId @0 :UInt32;
modelExecutionTime @1 :Float32; modelExecutionTime @1 :Float32;
dspExecutionTimeDEPRECATED @2 :Float32;
gpuExecutionTime @8 :Float32; gpuExecutionTime @8 :Float32;
rawPredictions @3 :Data; rawPredictions @3 :Data;
poorVisionProb @4 :Float32;
wheelOnRightProb @5 :Float32; wheelOnRightProb @5 :Float32;
leftDriverData @6 :DriverData; leftDriverData @6 :DriverData;
rightDriverData @7 :DriverData; rightDriverData @7 :DriverData;
@@ -2166,14 +2167,10 @@ struct DriverStateV2 {
leftBlinkProb @7 :Float32; leftBlinkProb @7 :Float32;
rightBlinkProb @8 :Float32; rightBlinkProb @8 :Float32;
sunglassesProb @9 :Float32; sunglassesProb @9 :Float32;
phoneProb @13 :Float32; occludedProb @10 :Float32;
notReadyProbDEPRECATED @12 :List(Float32); readyProb @11 :List(Float32);
occludedProbDEPRECATED @10 :Float32; notReadyProb @12 :List(Float32);
readyProbDEPRECATED @11 :List(Float32);
} }
dspExecutionTimeDEPRECATED @2 :Float32;
poorVisionProbDEPRECATED @4 :Float32;
} }
struct DriverStateDEPRECATED @0xb83c6cc593ed0a00 { struct DriverStateDEPRECATED @0xb83c6cc593ed0a00 {
@@ -2225,9 +2222,6 @@ struct DriverMonitoringState @0xb83cda094a1da284 {
hiStdCount @14 :UInt32; hiStdCount @14 :UInt32;
isActiveMode @16 :Bool; isActiveMode @16 :Bool;
isRHD @4 :Bool; isRHD @4 :Bool;
uncertainCount @19 :UInt32;
phoneProbOffset @20 :Float32;
phoneProbValidCount @21 :UInt32;
isPreviewDEPRECATED @15 :Bool; isPreviewDEPRECATED @15 :Bool;
rhdCheckedDEPRECATED @5 :Bool; rhdCheckedDEPRECATED @5 :Bool;
@@ -2524,10 +2518,13 @@ struct Event {
controlsState @7 :ControlsState; controlsState @7 :ControlsState;
selfdriveState @130 :SelfdriveState; selfdriveState @130 :SelfdriveState;
gyroscope @99 :SensorEventData; gyroscope @99 :SensorEventData;
gyroscope2 @100 :SensorEventData;
accelerometer @98 :SensorEventData; accelerometer @98 :SensorEventData;
accelerometer2 @101 :SensorEventData;
magnetometer @95 :SensorEventData; magnetometer @95 :SensorEventData;
lightSensor @96 :SensorEventData; lightSensor @96 :SensorEventData;
temperatureSensor @97 :SensorEventData; temperatureSensor @97 :SensorEventData;
temperatureSensor2 @123 :SensorEventData;
pandaStates @81 :List(PandaState); pandaStates @81 :List(PandaState);
peripheralState @80 :PeripheralState; peripheralState @80 :PeripheralState;
radarState @13 :RadarState; radarState @13 :RadarState;
@@ -2625,16 +2622,16 @@ struct Event {
# DO change the name of the field and struct # DO change the name of the field and struct
# DON'T change the ID (e.g. @107) # DON'T change the ID (e.g. @107)
# DON'T change which struct it points to # DON'T change which struct it points to
controlsStateExt @107 :Custom.ControlsStateExt; selfdriveStateSP @107 :Custom.SelfdriveStateSP;
carStateExt @108 :Custom.CarStateExt; modelManagerSP @108 :Custom.ModelManagerSP;
modelExt @109 :Custom.ModelExt; longitudinalPlanSP @109 :Custom.LongitudinalPlanSP;
liveGPS @110 :Custom.LiveGPS; onroadEventsSP @110 :Custom.OnroadEventSP;
maaControl @111 :Custom.MaaControl; carParamsSP @111 :Custom.CarParamsSP;
dashyState @112 :Custom.DashyState; carControlSP @112 :Custom.CarControlSP;
navInstructionExt @113 :Custom.NavInstructionExt; backupManagerSP @113 :Custom.BackupManagerSP;
customReserved7 @114 :Custom.CustomReserved7; carStateSP @114 :Custom.CarStateSP;
customReserved8 @115 :Custom.CustomReserved8; liveMapDataSP @115 :Custom.LiveMapDataSP;
customReserved9 @116 :Custom.CustomReserved9; modelDataV2SP @116 :Custom.ModelDataV2SP;
customReserved10 @136 :Custom.CustomReserved10; customReserved10 @136 :Custom.CustomReserved10;
customReserved11 @137 :Custom.CustomReserved11; customReserved11 @137 :Custom.CustomReserved11;
customReserved12 @138 :Custom.CustomReserved12; customReserved12 @138 :Custom.CustomReserved12;
@@ -2687,11 +2684,8 @@ struct Event {
lateralPlanDEPRECATED @64 :LateralPlan; lateralPlanDEPRECATED @64 :LateralPlan;
navModelDEPRECATED @104 :NavModelData; navModelDEPRECATED @104 :NavModelData;
uiPlanDEPRECATED @106 :UiPlan; uiPlanDEPRECATED @106 :UiPlan;
liveLocationKalmanDEPRECATED @72 :LiveLocationKalman; liveLocationKalman @72 :LiveLocationKalman;
liveTracksDEPRECATED @16 :List(LiveTracksDEPRECATED); liveTracksDEPRECATED @16 :List(LiveTracksDEPRECATED);
onroadEventsDEPRECATED @68: List(Car.OnroadEventDEPRECATED); onroadEventsDEPRECATED @68: List(Car.OnroadEventDEPRECATED);
gyroscope2DEPRECATED @100 :SensorEventData;
accelerometer2DEPRECATED @101 :SensorEventData;
temperatureSensor2DEPRECATED @123 :SensorEventData;
} }
} }
+1 -15
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@@ -2,7 +2,7 @@
from msgq.ipc_pyx import Context, Poller, SubSocket, PubSocket, SocketEventHandle, toggle_fake_events, \ from msgq.ipc_pyx import Context, Poller, SubSocket, PubSocket, SocketEventHandle, toggle_fake_events, \
set_fake_prefix, get_fake_prefix, delete_fake_prefix, wait_for_one_event set_fake_prefix, get_fake_prefix, delete_fake_prefix, wait_for_one_event
from msgq.ipc_pyx import MultiplePublishersError, IpcError from msgq.ipc_pyx import MultiplePublishersError, IpcError
from msgq import fake_event_handle, drain_sock_raw from msgq import fake_event_handle, pub_sock, sub_sock, drain_sock_raw
import msgq import msgq
import os import os
@@ -18,20 +18,6 @@ from openpilot.common.util import MovingAverage
NO_TRAVERSAL_LIMIT = 2**64-1 NO_TRAVERSAL_LIMIT = 2**64-1
def pub_sock(endpoint: str) -> PubSocket:
service = SERVICE_LIST.get(endpoint)
segment_size = service.queue_size if service else 0
return msgq.pub_sock(endpoint, segment_size)
def sub_sock(endpoint: str, poller: Optional[Poller] = None, addr: str = "127.0.0.1",
conflate: bool = False, timeout: Optional[int] = None) -> SubSocket:
service = SERVICE_LIST.get(endpoint)
segment_size = service.queue_size if service else 0
return msgq.sub_sock(endpoint, poller=poller, addr=addr, conflate=conflate,
timeout=timeout, segment_size=segment_size)
def reset_context(): def reset_context():
msgq.context = Context() msgq.context = Context()
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-71
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@@ -1,71 +0,0 @@
#include <cassert>
#include "cereal/messaging/msgq_to_zmq.h"
#include "cereal/services.h"
#include "common/util.h"
ExitHandler do_exit;
static std::vector<std::string> get_services(const 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) {
continue;
}
service_list.push_back(name);
}
return service_list;
}
void msgq_to_zmq(const std::vector<std::string> &endpoints, const std::string &ip) {
MsgqToZmq bridge;
bridge.run(endpoints, ip);
}
void zmq_to_msgq(const std::vector<std::string> &endpoints, const std::string &ip) {
auto poller = std::make_unique<ZMQPoller>();
auto pub_context = std::make_unique<MSGQContext>();
auto sub_context = std::make_unique<ZMQContext>();
std::map<SubSocket *, PubSocket *> sub2pub;
for (auto endpoint : endpoints) {
auto pub_sock = new MSGQPubSocket();
auto sub_sock = new ZMQSubSocket();
pub_sock->connect(pub_context.get(), endpoint);
sub_sock->connect(sub_context.get(), endpoint, ip, false);
poller->registerSocket(sub_sock);
sub2pub[sub_sock] = pub_sock;
}
while (!do_exit) {
for (auto sub_sock : poller->poll(100)) {
std::unique_ptr<Message> msg(sub_sock->receive(true));
if (msg) {
sub2pub[sub_sock]->sendMessage(msg.get());
}
}
}
// Clean up allocated sockets
for (auto &[sub_sock, pub_sock] : sub2pub) {
delete sub_sock;
delete pub_sock;
}
}
int main(int argc, char **argv) {
bool is_zmq_to_msgq = argc > 2;
std::string ip = is_zmq_to_msgq ? argv[1] : "127.0.0.1";
std::string whitelist_str = is_zmq_to_msgq ? std::string(argv[2]) : "";
std::vector<std::string> endpoints = get_services(whitelist_str, is_zmq_to_msgq);
if (is_zmq_to_msgq) {
zmq_to_msgq(endpoints, ip);
} else {
msgq_to_zmq(endpoints, ip);
}
return 0;
}
-144
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@@ -1,144 +0,0 @@
#include "cereal/messaging/msgq_to_zmq.h"
#include <cassert>
#include "common/util.h"
extern ExitHandler do_exit;
// Max messages to process per socket per poll
constexpr int MAX_MESSAGES_PER_SOCKET = 50;
static std::string recv_zmq_msg(void *sock) {
zmq_msg_t msg;
zmq_msg_init(&msg);
std::string ret;
if (zmq_msg_recv(&msg, sock, 0) > 0) {
ret.assign((char *)zmq_msg_data(&msg), zmq_msg_size(&msg));
}
zmq_msg_close(&msg);
return ret;
}
void MsgqToZmq::run(const std::vector<std::string> &endpoints, const std::string &ip) {
zmq_context = std::make_unique<ZMQContext>();
msgq_context = std::make_unique<MSGQContext>();
// Create ZMQPubSockets for each endpoint
for (const auto &endpoint : endpoints) {
auto &socket_pair = socket_pairs.emplace_back();
socket_pair.endpoint = endpoint;
socket_pair.pub_sock = std::make_unique<ZMQPubSocket>();
int ret = socket_pair.pub_sock->connect(zmq_context.get(), endpoint);
if (ret != 0) {
printf("Failed to create ZMQ publisher for [%s]: %s\n", endpoint.c_str(), zmq_strerror(zmq_errno()));
return;
}
}
// Start ZMQ monitoring thread to monitor socket events
std::thread thread(&MsgqToZmq::zmqMonitorThread, this);
// Main loop for processing messages
while (!do_exit) {
{
std::unique_lock lk(mutex);
cv.wait(lk, [this]() { return do_exit || !sub2pub.empty(); });
if (do_exit) break;
for (auto sub_sock : msgq_poller->poll(100)) {
// Process messages for each socket
ZMQPubSocket *pub_sock = sub2pub.at(sub_sock);
for (int i = 0; i < MAX_MESSAGES_PER_SOCKET; ++i) {
auto msg = std::unique_ptr<Message>(sub_sock->receive(true));
if (!msg) break;
while (pub_sock->sendMessage(msg.get()) == -1) {
if (errno != EINTR) break;
}
}
}
}
util::sleep_for(1); // Give zmqMonitorThread a chance to acquire the mutex
}
thread.join();
}
void MsgqToZmq::zmqMonitorThread() {
std::vector<zmq_pollitem_t> pollitems;
// Set up ZMQ monitor for each pub socket
for (int i = 0; i < socket_pairs.size(); ++i) {
std::string addr = "inproc://op-bridge-monitor-" + std::to_string(i);
zmq_socket_monitor(socket_pairs[i].pub_sock->sock, addr.c_str(), ZMQ_EVENT_ACCEPTED | ZMQ_EVENT_DISCONNECTED);
void *monitor_socket = zmq_socket(zmq_context->getRawContext(), ZMQ_PAIR);
zmq_connect(monitor_socket, addr.c_str());
pollitems.emplace_back(zmq_pollitem_t{.socket = monitor_socket, .events = ZMQ_POLLIN});
}
while (!do_exit) {
int ret = zmq_poll(pollitems.data(), pollitems.size(), 1000);
if (ret < 0) {
if (errno == EINTR) {
// Due to frequent EINTR signals from msgq, introduce a brief delay (200 ms)
// to reduce CPU usage during retry attempts.
util::sleep_for(200);
}
continue;
}
for (int i = 0; i < pollitems.size(); ++i) {
if (pollitems[i].revents & ZMQ_POLLIN) {
// First frame in message contains event number and value
std::string frame = recv_zmq_msg(pollitems[i].socket);
if (frame.empty()) continue;
uint16_t event_type = *(uint16_t *)(frame.data());
// Second frame in message contains event address
frame = recv_zmq_msg(pollitems[i].socket);
if (frame.empty()) continue;
std::unique_lock lk(mutex);
auto &pair = socket_pairs[i];
if (event_type & ZMQ_EVENT_ACCEPTED) {
printf("socket [%s] connected\n", pair.endpoint.c_str());
if (++pair.connected_clients == 1) {
// Create new MSGQ subscriber socket and map to ZMQ publisher
pair.sub_sock = std::make_unique<MSGQSubSocket>();
pair.sub_sock->connect(msgq_context.get(), pair.endpoint, "127.0.0.1");
sub2pub[pair.sub_sock.get()] = pair.pub_sock.get();
registerSockets();
}
} else if (event_type & ZMQ_EVENT_DISCONNECTED) {
printf("socket [%s] disconnected\n", pair.endpoint.c_str());
if (pair.connected_clients == 0 || --pair.connected_clients == 0) {
// Remove MSGQ subscriber socket from mapping and reset it
sub2pub.erase(pair.sub_sock.get());
pair.sub_sock.reset(nullptr);
registerSockets();
}
}
cv.notify_one();
}
}
}
// Clean up monitor sockets
for (int i = 0; i < pollitems.size(); ++i) {
zmq_socket_monitor(socket_pairs[i].pub_sock->sock, nullptr, 0);
zmq_close(pollitems[i].socket);
}
cv.notify_one();
}
void MsgqToZmq::registerSockets() {
msgq_poller = std::make_unique<MSGQPoller>();
for (const auto &socket_pair : socket_pairs) {
if (socket_pair.sub_sock) {
msgq_poller->registerSocket(socket_pair.sub_sock.get());
}
}
}
-204
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@@ -1,204 +0,0 @@
#include <assert.h>
#include <stdlib.h>
#include <string>
#include <mutex>
#include "cereal/services.h"
#include "cereal/messaging/messaging.h"
const bool SIMULATION = (getenv("SIMULATION") != nullptr) && (std::string(getenv("SIMULATION")) == "1");
static inline bool inList(const std::vector<const char *> &list, const char *value) {
for (auto &v : list) {
if (strcmp(value, v) == 0) return true;
}
return false;
}
class MessageContext {
public:
MessageContext() : ctx_(nullptr) {}
~MessageContext() { delete ctx_; }
inline Context *context() {
std::call_once(init_flag, [=]() { ctx_ = Context::create(); });
return ctx_;
}
private:
Context *ctx_;
std::once_flag init_flag;
};
MessageContext message_context;
struct SubMaster::SubMessage {
std::string name;
SubSocket *socket = nullptr;
float freq = 0.0f;
bool updated = false, alive = false, valid = false, ignore_alive;
uint64_t rcv_time = 0, rcv_frame = 0;
void *allocated_msg_reader = nullptr;
bool is_polled = false;
capnp::FlatArrayMessageReader *msg_reader = nullptr;
AlignedBuffer aligned_buf;
cereal::Event::Reader event;
};
SubMaster::SubMaster(const std::vector<const char *> &service_list, const std::vector<const char *> &poll,
const char *address, const std::vector<const char *> &ignore_alive) {
poller_ = Poller::create();
for (auto name : service_list) {
assert(services.count(std::string(name)) > 0);
service serv = services.at(std::string(name));
SubSocket *socket = SubSocket::create(message_context.context(), name, address ? address : "127.0.0.1", true, true, serv.queue_size);
assert(socket != 0);
bool is_polled = inList(poll, name) || poll.empty();
if (is_polled) poller_->registerSocket(socket);
SubMessage *m = new SubMessage{
.name = name,
.socket = socket,
.freq = serv.frequency,
.ignore_alive = inList(ignore_alive, name),
.allocated_msg_reader = malloc(sizeof(capnp::FlatArrayMessageReader)),
.is_polled = is_polled};
m->msg_reader = new (m->allocated_msg_reader) capnp::FlatArrayMessageReader({});
messages_[socket] = m;
services_[name] = m;
}
}
void SubMaster::update(int timeout) {
for (auto &kv : messages_) kv.second->updated = false;
auto sockets = poller_->poll(timeout);
// add non-polled sockets for non-blocking receive
for (auto &kv : messages_) {
SubMessage *m = kv.second;
SubSocket *s = kv.first;
if (!m->is_polled) sockets.push_back(s);
}
uint64_t current_time = nanos_since_boot();
std::vector<std::pair<std::string, cereal::Event::Reader>> messages;
for (auto s : sockets) {
Message *msg = s->receive(true);
if (msg == nullptr) continue;
SubMessage *m = messages_.at(s);
m->msg_reader->~FlatArrayMessageReader();
capnp::ReaderOptions options;
options.traversalLimitInWords = kj::maxValue; // Don't limit
m->msg_reader = new (m->allocated_msg_reader) capnp::FlatArrayMessageReader(m->aligned_buf.align(msg), options);
delete msg;
messages.push_back({m->name, m->msg_reader->getRoot<cereal::Event>()});
}
update_msgs(current_time, messages);
}
void SubMaster::update_msgs(uint64_t current_time, const std::vector<std::pair<std::string, cereal::Event::Reader>> &messages){
if (++frame == UINT64_MAX) frame = 1;
for (auto &kv : messages) {
auto m_find = services_.find(kv.first);
if (m_find == services_.end()){
continue;
}
SubMessage *m = m_find->second;
m->event = kv.second;
m->updated = true;
m->rcv_time = current_time;
m->rcv_frame = frame;
m->valid = m->event.getValid();
if (SIMULATION) m->alive = true;
}
if (!SIMULATION) {
for (auto &kv : messages_) {
SubMessage *m = kv.second;
m->alive = (m->freq <= (1e-5) || ((current_time - m->rcv_time) * (1e-9)) < (10.0 / m->freq));
}
}
}
bool SubMaster::all_(const std::vector<const char *> &service_list, bool valid, bool alive) {
int found = 0;
for (auto &kv : messages_) {
SubMessage *m = kv.second;
if (service_list.size() == 0 || inList(service_list, m->name.c_str())) {
found += (!valid || m->valid) && (!alive || (m->alive || m->ignore_alive));
}
}
return service_list.size() == 0 ? found == messages_.size() : found == service_list.size();
}
void SubMaster::drain() {
while (true) {
auto polls = poller_->poll(0);
if (polls.size() == 0)
break;
for (auto sock : polls) {
Message *msg = sock->receive(true);
delete msg;
}
}
}
bool SubMaster::updated(const char *name) const {
return services_.at(name)->updated;
}
bool SubMaster::alive(const char *name) const {
return services_.at(name)->alive;
}
bool SubMaster::valid(const char *name) const {
return services_.at(name)->valid;
}
uint64_t SubMaster::rcv_frame(const char *name) const {
return services_.at(name)->rcv_frame;
}
uint64_t SubMaster::rcv_time(const char *name) const {
return services_.at(name)->rcv_time;
}
cereal::Event::Reader &SubMaster::operator[](const char *name) const {
return services_.at(name)->event;
}
SubMaster::~SubMaster() {
delete poller_;
for (auto &kv : messages_) {
SubMessage *m = kv.second;
m->msg_reader->~FlatArrayMessageReader();
free(m->allocated_msg_reader);
delete m->socket;
delete m;
}
}
PubMaster::PubMaster(const std::vector<const char *> &service_list) {
for (auto name : service_list) {
assert(services.count(name) > 0);
service serv = services.at(std::string(name));
PubSocket *socket = PubSocket::create(message_context.context(), name, true, serv.queue_size);
assert(socket);
sockets_[name] = socket;
}
}
int PubMaster::send(const char *name, MessageBuilder &msg) {
auto bytes = msg.toBytes();
return send(name, bytes.begin(), bytes.size());
}
PubMaster::~PubMaster() {
for (auto s : sockets_) delete s.second;
}
+222
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@@ -0,0 +1,222 @@
#!/usr/bin/env python3
import argparse
import sys
from typing import Any, List, Tuple
DEBUG = False
def print_debug(string: str) -> None:
if DEBUG:
print(string)
def create_schema_instance(struct: Any, prop: Tuple[str, Any]) -> Any:
"""
Create a new instance of a schema type, handling different field types.
Args:
struct: The Cap'n Proto schema structure
prop: A tuple containing the field name and field metadata
Returns:
A new initialized schema instance
"""
struct_instance = struct.new_message()
field_name, field_metadata = prop
try:
field_type = field_metadata.proto.slot.type.which()
# Initialize different types of fields
if field_type in ('list', 'text', 'data'):
struct_instance.init(field_name, 1)
print_debug(f"Initialized list/text/data field: {field_name}")
elif field_type in ('struct', 'object'):
struct_instance.init(field_name)
print_debug(f"Initialized struct/object field: {field_name}")
return struct_instance
except Exception as e:
print(f"Error creating instance for {field_name}: {e}")
return None
def get_schema_fields(schema_struct: Any) -> List[Tuple[str, Any]]:
"""
Retrieve all fields from a given schema structure.
Args:
schema_struct: The Cap'n Proto schema structure
Returns:
A list of field names and their metadata
"""
try:
# Get all fields from the schema
schema_fields = list(schema_struct.schema.fields.items())
print_debug("Discovered schema fields:")
for field_name, field_metadata in schema_fields:
print_debug(f"- {field_name}")
return schema_fields
except Exception as e:
print(f"Error retrieving schema fields: {e}")
return []
def generate_schema_instances(schema_struct: Any) -> List[Any]:
"""
Generate instances for all fields in a given schema.
Args:
schema_struct: The Cap'n Proto schema structure
Returns:
A list of schema instances
"""
schema_fields = get_schema_fields(schema_struct)
instances = []
for field_prop in schema_fields:
try:
instance = create_schema_instance(schema_struct, field_prop)
if instance is not None:
instances.append(instance)
except Exception as e:
print(f"Skipping field due to error: {e}")
print(f"Generated {len(instances)} schema instances")
return instances
def persist_instances(instances: List[Any], filename: str) -> None:
"""
Write schema instances to a binary file.
Args:
instances: List of schema instances
filename: Output file path
"""
try:
with open(filename, 'wb') as f:
for instance in instances:
f.write(instance.to_bytes())
print(f"Successfully wrote {len(instances)} instances to {filename}")
except Exception as e:
print(f"Error persisting instances: {e}")
sys.exit(1)
def read_instances(filename: str, schema_type: Any) -> List[Any]:
"""
Read schema instances from a binary file.
Args:
filename: Input file path
schema_type: The schema type to use for reading
Returns:
A list of read schema instances
"""
try:
with open(filename, 'rb') as f:
data = f.read()
instances = list(schema_type.read_multiple_bytes(data))
print(f"Read {len(instances)} instances from {filename}")
return instances
except Exception as e:
print(f"Error reading instances: {e}")
sys.exit(1)
def compare_schemas(original_instances: List[Any], read_instances: List[Any]) -> bool:
"""
Compare original and read-back instances to detect potential breaking changes.
Args:
original_instances: List of originally generated instances
read_instances: List of instances read back from file
Returns:
Boolean indicating whether schemas appear compatible
"""
if len(original_instances) != len(read_instances):
print("❌ Schema Compatibility Warning: Instance count mismatch")
return False
compatible = True
for struct in read_instances:
try:
getattr(struct, struct.which()) # Attempting to access the field to validate readability
except Exception as e:
print(f"❌ Structural change detected: {struct.which()} is not readable.\nFull error: {e}")
compatible = False
return compatible
def main():
"""
CLI entry point for schema compatibility testing.
"""
# Setup argument parser
parser = argparse.ArgumentParser(
description='Cap\'n Proto Schema Compatibility Testing Tool',
epilog='Test schema compatibility by generating and reading back instances.'
)
# Add mutually exclusive group for generation or reading mode
mode_group = parser.add_mutually_exclusive_group(required=True)
mode_group.add_argument('-g', '--generate', action='store_true',
help='Generate schema instances')
mode_group.add_argument('-r', '--read', action='store_true',
help='Read and validate schema instances')
# Common arguments
parser.add_argument('-f', '--file',
default='schema_instances.bin',
help='Output/input binary file (default: schema_instances.bin)')
# Parse arguments
args = parser.parse_args()
# Import the schema dynamically
try:
from cereal import log
schema_type = log.Event
except ImportError:
print("Error: Unable to import schema. Ensure 'cereal' is installed.")
sys.exit(1)
# Execute based on mode
if args.generate:
print("🔧 Generating Schema Instances")
instances = generate_schema_instances(schema_type)
persist_instances(instances, args.file)
print("✅ Instance generation complete")
elif args.read:
print("🔍 Reading and Validating Schema Instances")
generated_instances = generate_schema_instances(schema_type)
read_back_instances = read_instances(args.file, schema_type)
# Compare schemas
if compare_schemas(generated_instances, read_back_instances):
print("✅ Schema Compatibility: No breaking changes detected")
sys.exit(0)
else:
print("❌ Potential Schema Breaking Changes Detected")
sys.exit(1)
if __name__ == "__main__":
main()
+102
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@@ -0,0 +1,102 @@
/* THIS IS AN AUTOGENERATED FILE, PLEASE EDIT services.py */
#ifndef __SERVICES_H
#define __SERVICES_H
#include <map>
#include <string>
struct service { std::string name; bool should_log; float frequency; int decimation; };
static std::map<std::string, service> services = {
{ "gyroscope", {"gyroscope", true, 104.000000, 104}},
{ "gyroscope2", {"gyroscope2", true, 100.000000, 100}},
{ "accelerometer", {"accelerometer", true, 104.000000, 104}},
{ "accelerometer2", {"accelerometer2", true, 100.000000, 100}},
{ "magnetometer", {"magnetometer", true, 25.000000, -1}},
{ "lightSensor", {"lightSensor", true, 100.000000, 100}},
{ "temperatureSensor", {"temperatureSensor", true, 2.000000, 200}},
{ "temperatureSensor2", {"temperatureSensor2", true, 2.000000, 200}},
{ "gpsNMEA", {"gpsNMEA", true, 9.000000, -1}},
{ "deviceState", {"deviceState", true, 2.000000, 1}},
{ "touch", {"touch", true, 20.000000, 1}},
{ "can", {"can", true, 100.000000, 2053}},
{ "controlsState", {"controlsState", true, 100.000000, 10}},
{ "selfdriveState", {"selfdriveState", true, 100.000000, 10}},
{ "pandaStates", {"pandaStates", true, 10.000000, 1}},
{ "peripheralState", {"peripheralState", true, 2.000000, 1}},
{ "radarState", {"radarState", true, 20.000000, 5}},
{ "roadEncodeIdx", {"roadEncodeIdx", false, 20.000000, 1}},
{ "liveTracks", {"liveTracks", true, 20.000000, -1}},
{ "sendcan", {"sendcan", true, 100.000000, 139}},
{ "logMessage", {"logMessage", true, 0.000000, -1}},
{ "errorLogMessage", {"errorLogMessage", true, 0.000000, 1}},
{ "liveCalibration", {"liveCalibration", true, 4.000000, 4}},
{ "liveTorqueParameters", {"liveTorqueParameters", true, 4.000000, 1}},
{ "liveDelay", {"liveDelay", true, 4.000000, 1}},
{ "androidLog", {"androidLog", true, 0.000000, -1}},
{ "carState", {"carState", true, 100.000000, 10}},
{ "carControl", {"carControl", true, 100.000000, 10}},
{ "carOutput", {"carOutput", true, 100.000000, 10}},
{ "longitudinalPlan", {"longitudinalPlan", true, 20.000000, 10}},
{ "driverAssistance", {"driverAssistance", true, 20.000000, 20}},
{ "procLog", {"procLog", true, 0.500000, 15}},
{ "gpsLocationExternal", {"gpsLocationExternal", true, 10.000000, 10}},
{ "gpsLocation", {"gpsLocation", true, 1.000000, 1}},
{ "ubloxGnss", {"ubloxGnss", true, 10.000000, -1}},
{ "qcomGnss", {"qcomGnss", true, 2.000000, -1}},
{ "gnssMeasurements", {"gnssMeasurements", true, 10.000000, 10}},
{ "clocks", {"clocks", true, 0.100000, 1}},
{ "ubloxRaw", {"ubloxRaw", true, 20.000000, -1}},
{ "livePose", {"livePose", true, 20.000000, 4}},
{ "liveParameters", {"liveParameters", true, 20.000000, 5}},
{ "cameraOdometry", {"cameraOdometry", true, 20.000000, 10}},
{ "thumbnail", {"thumbnail", true, 0.016667, 1}},
{ "onroadEvents", {"onroadEvents", true, 1.000000, 1}},
{ "carParams", {"carParams", true, 0.020000, 1}},
{ "roadCameraState", {"roadCameraState", true, 20.000000, 20}},
{ "driverCameraState", {"driverCameraState", true, 20.000000, 20}},
{ "driverEncodeIdx", {"driverEncodeIdx", false, 20.000000, 1}},
{ "driverStateV2", {"driverStateV2", true, 20.000000, 10}},
{ "driverMonitoringState", {"driverMonitoringState", true, 20.000000, 10}},
{ "wideRoadEncodeIdx", {"wideRoadEncodeIdx", false, 20.000000, 1}},
{ "wideRoadCameraState", {"wideRoadCameraState", true, 20.000000, 20}},
{ "drivingModelData", {"drivingModelData", true, 20.000000, 10}},
{ "modelV2", {"modelV2", true, 20.000000, -1}},
{ "managerState", {"managerState", true, 2.000000, 1}},
{ "uploaderState", {"uploaderState", true, 0.000000, 1}},
{ "navInstruction", {"navInstruction", true, 1.000000, 10}},
{ "navRoute", {"navRoute", true, 0.000000, -1}},
{ "navThumbnail", {"navThumbnail", true, 0.000000, -1}},
{ "qRoadEncodeIdx", {"qRoadEncodeIdx", false, 20.000000, -1}},
{ "userBookmark", {"userBookmark", true, 0.000000, 1}},
{ "soundPressure", {"soundPressure", true, 10.000000, 10}},
{ "rawAudioData", {"rawAudioData", false, 20.000000, -1}},
{ "bookmarkButton", {"bookmarkButton", true, 0.000000, 1}},
{ "audioFeedback", {"audioFeedback", true, 0.000000, 1}},
{ "modelManagerSP", {"modelManagerSP", false, 1.000000, 1}},
{ "backupManagerSP", {"backupManagerSP", false, 1.000000, 1}},
{ "selfdriveStateSP", {"selfdriveStateSP", true, 100.000000, 10}},
{ "longitudinalPlanSP", {"longitudinalPlanSP", true, 20.000000, 10}},
{ "onroadEventsSP", {"onroadEventsSP", true, 1.000000, 1}},
{ "carParamsSP", {"carParamsSP", true, 0.020000, 1}},
{ "carControlSP", {"carControlSP", true, 100.000000, 10}},
{ "carStateSP", {"carStateSP", true, 100.000000, 10}},
{ "liveMapDataSP", {"liveMapDataSP", true, 1.000000, 1}},
{ "modelDataV2SP", {"modelDataV2SP", true, 20.000000, -1}},
{ "liveLocationKalman", {"liveLocationKalman", true, 20.000000, -1}},
{ "uiDebug", {"uiDebug", true, 0.000000, 1}},
{ "testJoystick", {"testJoystick", true, 0.000000, -1}},
{ "alertDebug", {"alertDebug", true, 20.000000, 5}},
{ "roadEncodeData", {"roadEncodeData", false, 20.000000, -1}},
{ "driverEncodeData", {"driverEncodeData", false, 20.000000, -1}},
{ "wideRoadEncodeData", {"wideRoadEncodeData", false, 20.000000, -1}},
{ "qRoadEncodeData", {"qRoadEncodeData", false, 20.000000, -1}},
{ "livestreamWideRoadEncodeIdx", {"livestreamWideRoadEncodeIdx", false, 20.000000, -1}},
{ "livestreamRoadEncodeIdx", {"livestreamRoadEncodeIdx", false, 20.000000, -1}},
{ "livestreamDriverEncodeIdx", {"livestreamDriverEncodeIdx", false, 20.000000, -1}},
{ "livestreamWideRoadEncodeData", {"livestreamWideRoadEncodeData", false, 20.000000, -1}},
{ "livestreamRoadEncodeData", {"livestreamRoadEncodeData", false, 20.000000, -1}},
{ "livestreamDriverEncodeData", {"livestreamDriverEncodeData", false, 20.000000, -1}},
{ "customReservedRawData0", {"customReservedRawData0", true, 0.000000, -1}},
{ "customReservedRawData1", {"customReservedRawData1", true, 0.000000, -1}},
{ "customReservedRawData2", {"customReservedRawData2", true, 0.000000, -1}},
};
#endif
+33 -36
View File
@@ -1,44 +1,37 @@
#!/usr/bin/env python3 #!/usr/bin/env python3
from enum import IntEnum
from typing import Optional from typing import Optional
# TODO: this should be automatically determined using the capnp schema
class QueueSize(IntEnum):
BIG = 10 * 1024 * 1024 # 10MB - video frames, large AI outputs
MEDIUM = 2 * 1024 * 1024 # 2MB - high freq (CAN), livestream
SMALL = 250 * 1024 # 250KB - most services
class Service: class Service:
def __init__(self, should_log: bool, frequency: float, decimation: Optional[int] = None, def __init__(self, should_log: bool, frequency: float, decimation: Optional[int] = None):
queue_size: QueueSize = QueueSize.SMALL):
self.should_log = should_log self.should_log = should_log
self.frequency = frequency self.frequency = frequency
self.decimation = decimation self.decimation = decimation
self.queue_size = queue_size
_services: dict[str, tuple] = { _services: dict[str, tuple] = {
# service: (should_log, frequency, qlog decimation (optional)) # service: (should_log, frequency, qlog decimation (optional))
# note: the "EncodeIdx" packets will still be in the log # note: the "EncodeIdx" packets will still be in the log
"gyroscope": (True, 104., 104), "gyroscope": (True, 104., 104),
"gyroscope2": (True, 100., 100),
"accelerometer": (True, 104., 104), "accelerometer": (True, 104., 104),
"accelerometer2": (True, 100., 100),
"magnetometer": (True, 25.), "magnetometer": (True, 25.),
"lightSensor": (True, 100., 100), "lightSensor": (True, 100., 100),
"temperatureSensor": (True, 2., 200), "temperatureSensor": (True, 2., 200),
"temperatureSensor2": (True, 2., 200),
"gpsNMEA": (True, 9.), "gpsNMEA": (True, 9.),
"deviceState": (True, 2., 1), "deviceState": (True, 2., 1),
"touch": (True, 20., 1), "touch": (True, 20., 1),
"can": (True, 100., 2053, QueueSize.BIG), # decimation gives ~3 msgs in a full segment "can": (True, 100., 2053), # decimation gives ~3 msgs in a full segment
"controlsState": (True, 100., 10, QueueSize.MEDIUM), "controlsState": (True, 100., 10),
"selfdriveState": (True, 100., 10), "selfdriveState": (True, 100., 10),
"pandaStates": (True, 10., 1), "pandaStates": (True, 10., 1),
"peripheralState": (True, 2., 1), "peripheralState": (True, 2., 1),
"radarState": (True, 20., 5), "radarState": (True, 20., 5),
"roadEncodeIdx": (False, 20., 1), "roadEncodeIdx": (False, 20., 1),
"liveTracks": (True, 20.), "liveTracks": (True, 20.),
"sendcan": (True, 100., 139, QueueSize.MEDIUM), "sendcan": (True, 100., 139),
"logMessage": (True, 0.), "logMessage": (True, 0.),
"errorLogMessage": (True, 0., 1), "errorLogMessage": (True, 0., 1),
"liveCalibration": (True, 4., 4), "liveCalibration": (True, 4., 4),
@@ -50,7 +43,7 @@ _services: dict[str, tuple] = {
"carOutput": (True, 100., 10), "carOutput": (True, 100., 10),
"longitudinalPlan": (True, 20., 10), "longitudinalPlan": (True, 20., 10),
"driverAssistance": (True, 20., 20), "driverAssistance": (True, 20., 20),
"procLog": (True, 0.5, 15, QueueSize.BIG), "procLog": (True, 0.5, 15),
"gpsLocationExternal": (True, 10., 10), "gpsLocationExternal": (True, 10., 10),
"gpsLocation": (True, 1., 1), "gpsLocation": (True, 1., 1),
"ubloxGnss": (True, 10.), "ubloxGnss": (True, 10.),
@@ -72,10 +65,10 @@ _services: dict[str, tuple] = {
"wideRoadEncodeIdx": (False, 20., 1), "wideRoadEncodeIdx": (False, 20., 1),
"wideRoadCameraState": (True, 20., 20), "wideRoadCameraState": (True, 20., 20),
"drivingModelData": (True, 20., 10), "drivingModelData": (True, 20., 10),
"modelV2": (True, 20., None, QueueSize.BIG), "modelV2": (True, 20.),
"managerState": (True, 2., 1), "managerState": (True, 2., 1),
"uploaderState": (True, 0., 1), "uploaderState": (True, 0., 1),
# "navInstruction": (True, 1., 10), # dp - make it 0 hz "navInstruction": (True, 1., 10),
"navRoute": (True, 0.), "navRoute": (True, 0.),
"navThumbnail": (True, 0.), "navThumbnail": (True, 0.),
"qRoadEncodeIdx": (False, 20.), "qRoadEncodeIdx": (False, 20.),
@@ -84,33 +77,37 @@ _services: dict[str, tuple] = {
"rawAudioData": (False, 20.), "rawAudioData": (False, 20.),
"bookmarkButton": (True, 0., 1), "bookmarkButton": (True, 0., 1),
"audioFeedback": (True, 0., 1), "audioFeedback": (True, 0., 1),
"roadEncodeData": (False, 20., None, QueueSize.BIG),
"driverEncodeData": (False, 20., None, QueueSize.BIG), # sunnypilot
"wideRoadEncodeData": (False, 20., None, QueueSize.BIG), "modelManagerSP": (False, 1., 1),
"qRoadEncodeData": (False, 20., None, QueueSize.BIG), "backupManagerSP": (False, 1., 1),
"selfdriveStateSP": (True, 100., 10),
"longitudinalPlanSP": (True, 20., 10),
"onroadEventsSP": (True, 1., 1),
"carParamsSP": (True, 0.02, 1),
"carControlSP": (True, 100., 10),
"carStateSP": (True, 100., 10),
"liveMapDataSP": (True, 1., 1),
"modelDataV2SP": (True, 20.),
"liveLocationKalman": (True, 20.),
# debug # debug
"uiDebug": (True, 0., 1), "uiDebug": (True, 0., 1),
"testJoystick": (True, 0.), "testJoystick": (True, 0.),
"alertDebug": (True, 20., 5), "alertDebug": (True, 20., 5),
"roadEncodeData": (False, 20.),
"driverEncodeData": (False, 20.),
"wideRoadEncodeData": (False, 20.),
"qRoadEncodeData": (False, 20.),
"livestreamWideRoadEncodeIdx": (False, 20.), "livestreamWideRoadEncodeIdx": (False, 20.),
"livestreamRoadEncodeIdx": (False, 20.), "livestreamRoadEncodeIdx": (False, 20.),
"livestreamDriverEncodeIdx": (False, 20.), "livestreamDriverEncodeIdx": (False, 20.),
"livestreamWideRoadEncodeData": (False, 20., None, QueueSize.MEDIUM), "livestreamWideRoadEncodeData": (False, 20.),
"livestreamRoadEncodeData": (False, 20., None, QueueSize.MEDIUM), "livestreamRoadEncodeData": (False, 20.),
"livestreamDriverEncodeData": (False, 20., None, QueueSize.MEDIUM), "livestreamDriverEncodeData": (False, 20.),
"customReservedRawData0": (True, 0.), "customReservedRawData0": (True, 0.),
"customReservedRawData1": (True, 0.), "customReservedRawData1": (True, 0.),
"customReservedRawData2": (True, 0.), "customReservedRawData2": (True, 0.),
"controlsStateExt": (True, 100.),
"carStateExt": (True, 100.),
"modelExt": (True, 20.),
# dashy
"navInstruction": (True, 0.),
"navInstructionExt": (True, 0.),
"liveGPS": (True, 0.), # GPS fusion from gpsd (optional)
"maaControl": (True, 0.), # Map-Aware Assist control signals (optional)
"dashyState": (True, 0.), # Aggregated dashy UI state (optional)
} }
SERVICE_LIST = {name: Service(*vals) for SERVICE_LIST = {name: Service(*vals) for
idx, (name, vals) in enumerate(_services.items())} idx, (name, vals) in enumerate(_services.items())}
@@ -125,13 +122,13 @@ def build_header():
h += "#include <map>\n" h += "#include <map>\n"
h += "#include <string>\n" h += "#include <string>\n"
h += "struct service { std::string name; bool should_log; float frequency; int decimation; size_t queue_size; };\n" h += "struct service { std::string name; bool should_log; float frequency; int decimation; };\n"
h += "static std::map<std::string, service> services = {\n" h += "static std::map<std::string, service> services = {\n"
for k, v in SERVICE_LIST.items(): for k, v in SERVICE_LIST.items():
should_log = "true" if v.should_log else "false" should_log = "true" if v.should_log else "false"
decimation = -1 if v.decimation is None else v.decimation decimation = -1 if v.decimation is None else v.decimation
h += ' { "%s", {"%s", %s, %f, %d, %d}},\n' % \ h += ' { "%s", {"%s", %s, %f, %d}},\n' % \
(k, k, should_log, v.frequency, decimation, v.queue_size) (k, k, should_log, v.frequency, decimation)
h += "};\n" h += "};\n"
h += "#endif\n" h += "#endif\n"
-29
View File
@@ -1,29 +0,0 @@
Import('env', 'envCython', 'arch')
common_libs = [
'params.cc',
'swaglog.cc',
'util.cc',
'ratekeeper.cc',
'clutil.cc',
]
_common = env.Library('common', common_libs, LIBS="json11")
Export('_common')
if GetOption('extras'):
env.Program('tests/test_common',
['tests/test_runner.cc', 'tests/test_params.cc', 'tests/test_util.cc', 'tests/test_swaglog.cc'],
LIBS=[_common, 'json11', 'zmq', 'pthread'])
# Cython bindings
params_python = envCython.Program('params_pyx.so', 'params_pyx.pyx', LIBS=envCython['LIBS'] + [_common, 'zmq', 'json11'])
SConscript([
'transformations/SConscript',
])
Import('transformations_python')
common_python = [params_python, transformations_python]
Export('common_python')
-62
View File
@@ -1,62 +0,0 @@
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')
# name: jwt signature algorithm
KEYS = {"id_rsa": "RS256",
"id_ecdsa": "ES256"}
class Api:
def __init__(self, dongle_id):
self.dongle_id = dongle_id
self.jwt_algorithm, self.private_key, _ = get_key_pair()
def get(self, *args, **kwargs):
return self.request('GET', *args, **kwargs)
def post(self, *args, **kwargs):
return self.request('POST', *args, **kwargs)
def request(self, method, endpoint, timeout=None, access_token=None, **params):
return api_get(endpoint, method=method, timeout=timeout, access_token=access_token, **params)
def get_token(self, payload_extra=None, expiry_hours=1):
now = datetime.now(UTC).replace(tzinfo=None)
payload = {
'identity': self.dongle_id,
'nbf': now,
'iat': now,
'exp': now + timedelta(hours=expiry_hours)
}
if payload_extra is not None:
payload.update(payload_extra)
token = jwt.encode(payload, self.private_key, algorithm=self.jwt_algorithm)
if isinstance(token, bytes):
token = token.decode('utf8')
return token
def api_get(endpoint, method='GET', timeout=None, access_token=None, session=None, **params):
headers = {}
if access_token is not None:
headers['Authorization'] = "JWT " + access_token
headers['User-Agent'] = "openpilot-" + get_version()
# TODO: add session to Api
req = requests if session is None else session
return req.request(method, API_HOST + "/" + endpoint, timeout=timeout, headers=headers, params=params)
def get_key_pair() -> tuple[str, str, str] | tuple[None, None, None]:
for key in KEYS:
if os.path.isfile(Paths.persist_root() + f'/comma/{key}') and os.path.isfile(Paths.persist_root() + f'/comma/{key}.pub'):
with open(Paths.persist_root() + f'/comma/{key}') as private, open(Paths.persist_root() + f'/comma/{key}.pub') as public:
return KEYS[key], private.read(), public.read()
return None, None, None
+22
View File
@@ -0,0 +1,22 @@
from openpilot.common.api.comma_connect import CommaConnectApi
class Api:
def __init__(self, dongle_id):
self.service = CommaConnectApi(dongle_id)
def request(self, method, endpoint, **params):
return self.service.request(method, endpoint, **params)
def get(self, *args, **kwargs):
return self.service.get(*args, **kwargs)
def post(self, *args, **kwargs):
return self.service.post(*args, **kwargs)
def get_token(self, expiry_hours=1):
return self.service.get_token(expiry_hours)
def api_get(endpoint, method='GET', timeout=None, access_token=None, **params):
return CommaConnectApi(None).api_get(endpoint, method, timeout, access_token, **params)
+56
View File
@@ -0,0 +1,56 @@
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, json=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, json=json, params=params)
+11
View File
@@ -0,0 +1,11 @@
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-"
-98
View File
@@ -1,98 +0,0 @@
#include "common/clutil.h"
#include <cassert>
#include <iostream>
#include <memory>
#include "common/util.h"
#include "common/swaglog.h"
namespace { // helper functions
template <typename Func, typename Id, typename Name>
std::string get_info(Func get_info_func, Id id, Name param_name) {
size_t size = 0;
CL_CHECK(get_info_func(id, param_name, 0, NULL, &size));
std::string info(size, '\0');
CL_CHECK(get_info_func(id, param_name, size, info.data(), NULL));
return info;
}
inline std::string get_platform_info(cl_platform_id id, cl_platform_info name) { return get_info(&clGetPlatformInfo, id, name); }
inline std::string get_device_info(cl_device_id id, cl_device_info name) { return get_info(&clGetDeviceInfo, id, name); }
void cl_print_info(cl_platform_id platform, cl_device_id device) {
size_t work_group_size = 0;
cl_device_type device_type = 0;
clGetDeviceInfo(device, CL_DEVICE_MAX_WORK_GROUP_SIZE, sizeof(work_group_size), &work_group_size, NULL);
clGetDeviceInfo(device, CL_DEVICE_TYPE, sizeof(device_type), &device_type, NULL);
const char *type_str = "Other...";
switch (device_type) {
case CL_DEVICE_TYPE_CPU: type_str ="CL_DEVICE_TYPE_CPU"; break;
case CL_DEVICE_TYPE_GPU: type_str = "CL_DEVICE_TYPE_GPU"; break;
case CL_DEVICE_TYPE_ACCELERATOR: type_str = "CL_DEVICE_TYPE_ACCELERATOR"; break;
}
LOGD("vendor: %s", get_platform_info(platform, CL_PLATFORM_VENDOR).c_str());
LOGD("platform version: %s", get_platform_info(platform, CL_PLATFORM_VERSION).c_str());
LOGD("profile: %s", get_platform_info(platform, CL_PLATFORM_PROFILE).c_str());
LOGD("extensions: %s", get_platform_info(platform, CL_PLATFORM_EXTENSIONS).c_str());
LOGD("name: %s", get_device_info(device, CL_DEVICE_NAME).c_str());
LOGD("device version: %s", get_device_info(device, CL_DEVICE_VERSION).c_str());
LOGD("max work group size: %zu", work_group_size);
LOGD("type = %d, %s", (int)device_type, type_str);
}
void cl_print_build_errors(cl_program program, cl_device_id device) {
cl_build_status status;
clGetProgramBuildInfo(program, device, CL_PROGRAM_BUILD_STATUS, sizeof(status), &status, NULL);
size_t log_size;
clGetProgramBuildInfo(program, device, CL_PROGRAM_BUILD_LOG, 0, NULL, &log_size);
std::string log(log_size, '\0');
clGetProgramBuildInfo(program, device, CL_PROGRAM_BUILD_LOG, log_size, &log[0], NULL);
LOGE("build failed; status=%d, log: %s", status, log.c_str());
}
} // namespace
cl_device_id cl_get_device_id(cl_device_type device_type) {
cl_uint num_platforms = 0;
CL_CHECK(clGetPlatformIDs(0, NULL, &num_platforms));
std::unique_ptr<cl_platform_id[]> platform_ids = std::make_unique<cl_platform_id[]>(num_platforms);
CL_CHECK(clGetPlatformIDs(num_platforms, &platform_ids[0], NULL));
for (size_t i = 0; i < num_platforms; ++i) {
LOGD("platform[%zu] CL_PLATFORM_NAME: %s", i, get_platform_info(platform_ids[i], CL_PLATFORM_NAME).c_str());
// Get first device
if (cl_device_id device_id = NULL; clGetDeviceIDs(platform_ids[i], device_type, 1, &device_id, NULL) == 0 && device_id) {
cl_print_info(platform_ids[i], device_id);
return device_id;
}
}
LOGE("No valid openCL platform found");
assert(0);
return nullptr;
}
cl_context cl_create_context(cl_device_id device_id) {
return CL_CHECK_ERR(clCreateContext(NULL, 1, &device_id, NULL, NULL, &err));
}
void cl_release_context(cl_context context) {
clReleaseContext(context);
}
cl_program cl_program_from_file(cl_context ctx, cl_device_id device_id, const char* path, const char* args) {
return cl_program_from_source(ctx, device_id, util::read_file(path), args);
}
cl_program cl_program_from_source(cl_context ctx, cl_device_id device_id, const std::string& src, const char* args) {
const char *csrc = src.c_str();
cl_program prg = CL_CHECK_ERR(clCreateProgramWithSource(ctx, 1, &csrc, NULL, &err));
if (int err = clBuildProgram(prg, 1, &device_id, args, NULL, NULL); err != 0) {
cl_print_build_errors(prg, device_id);
assert(0);
}
return prg;
}
+9
View File
@@ -0,0 +1,9 @@
# remove all keys that end in DEPRECATED
def strip_deprecated_keys(d):
for k in list(d.keys()):
if isinstance(k, str):
if k.endswith('DEPRECATED'):
d.pop(k)
elif isinstance(d[k], dict):
strip_deprecated_keys(d[k])
return d
+58
View File
@@ -0,0 +1,58 @@
import io
import os
import tempfile
import contextlib
import zstandard as zstd
LOG_COMPRESSION_LEVEL = 10 # little benefit up to level 15. level ~17 is a small step change
class CallbackReader:
"""Wraps a file, but overrides the read method to also
call a callback function with the number of bytes read so far."""
def __init__(self, f, callback, *args):
self.f = f
self.callback = callback
self.cb_args = args
self.total_read = 0
def __getattr__(self, attr):
return getattr(self.f, attr)
def read(self, *args, **kwargs):
chunk = self.f.read(*args, **kwargs)
self.total_read += len(chunk)
self.callback(*self.cb_args, self.total_read)
return chunk
@contextlib.contextmanager
def atomic_write_in_dir(path: str, mode: str = 'w', buffering: int = -1, encoding: str = None, newline: str = None,
overwrite: bool = False):
"""Write to a file atomically using a temporary file in the same directory as the destination file."""
dir_name = os.path.dirname(path)
if not overwrite and os.path.exists(path):
raise FileExistsError(f"File '{path}' already exists. To overwrite it, set 'overwrite' to True.")
with tempfile.NamedTemporaryFile(mode=mode, buffering=buffering, encoding=encoding, newline=newline, dir=dir_name, delete=False) as tmp_file:
yield tmp_file
tmp_file_name = tmp_file.name
os.replace(tmp_file_name, path)
def get_upload_stream(filepath: str, should_compress: bool) -> tuple[io.BufferedIOBase, int]:
if not should_compress:
file_size = os.path.getsize(filepath)
file_stream = open(filepath, "rb")
return file_stream, file_size
# Compress the file on the fly
compressed_stream = io.BytesIO()
compressor = zstd.ZstdCompressor(level=LOG_COMPRESSION_LEVEL)
with open(filepath, "rb") as f:
compressor.copy_stream(f, compressed_stream)
compressed_size = compressed_stream.tell()
compressed_stream.seek(0)
return compressed_stream, compressed_size
-17
View File
@@ -15,20 +15,3 @@ class FirstOrderFilter:
self.initialized = True self.initialized = True
self.x = x self.x = x
return self.x return self.x
class BounceFilter(FirstOrderFilter):
def __init__(self, x0, rc, dt, initialized=True, bounce=2):
self.velocity = FirstOrderFilter(0.0, 0.15, dt)
self.bounce = bounce
super().__init__(x0, rc, dt, initialized)
def update(self, x):
super().update(x)
scale = self.dt / (1.0 / 60.0) # tuned at 60 fps
self.velocity.x += (x - self.x) * self.bounce * scale * self.dt
self.velocity.update(0.0)
if abs(self.velocity.x) < 1e-5:
self.velocity.x = 0.0
self.x += self.velocity.x
return self.x
+1 -1
View File
@@ -1,6 +1,6 @@
from functools import cache from functools import cache
import subprocess import subprocess
from openpilot.common.utils import run_cmd, run_cmd_default from openpilot.common.run import run_cmd, run_cmd_default
@cache @cache
+1
View File
@@ -0,0 +1 @@
#define DEFAULT_MODEL "Firehose (Default)"
-242
View File
@@ -1,242 +0,0 @@
#include "common/params.h"
#include <dirent.h>
#include <sys/file.h>
#include <algorithm>
#include <cassert>
#include <csignal>
#include <unordered_map>
#include "common/params_keys.h"
#include "common/queue.h"
#include "common/swaglog.h"
#include "common/util.h"
#include "system/hardware/hw.h"
namespace {
volatile sig_atomic_t params_do_exit = 0;
void params_sig_handler(int signal) {
params_do_exit = 1;
}
int fsync_dir(const std::string &path) {
int result = -1;
int fd = HANDLE_EINTR(open(path.c_str(), O_RDONLY, 0755));
if (fd >= 0) {
result = HANDLE_EINTR(fsync(fd));
HANDLE_EINTR(close(fd));
}
return result;
}
bool create_params_path(const std::string &param_path, const std::string &key_path) {
// Make sure params path exists
if (!util::file_exists(param_path) && !util::create_directories(param_path, 0775)) {
return false;
}
// See if the symlink exists, otherwise create it
if (!util::file_exists(key_path)) {
// 1) Create temp folder
// 2) Symlink it to temp link
// 3) Move symlink to <params>/d
std::string tmp_path = param_path + "/.tmp_XXXXXX";
// this should be OK since mkdtemp just replaces characters in place
char *tmp_dir = mkdtemp((char *)tmp_path.c_str());
if (tmp_dir == NULL) {
return false;
}
std::string link_path = std::string(tmp_dir) + ".link";
if (symlink(tmp_dir, link_path.c_str()) != 0) {
return false;
}
// don't return false if it has been created by other
if (rename(link_path.c_str(), key_path.c_str()) != 0 && errno != EEXIST) {
return false;
}
}
return true;
}
std::string ensure_params_path(const std::string &prefix, const std::string &path = {}) {
std::string params_path = path.empty() ? Path::params() : path;
if (!create_params_path(params_path, params_path + prefix)) {
throw std::runtime_error(util::string_format(
"Failed to ensure params path, errno=%d, path=%s, param_prefix=%s",
errno, params_path.c_str(), prefix.c_str()));
}
return params_path;
}
class FileLock {
public:
FileLock(const std::string &fn) {
fd_ = HANDLE_EINTR(open(fn.c_str(), O_CREAT, 0775));
if (fd_ < 0 || HANDLE_EINTR(flock(fd_, LOCK_EX)) < 0) {
LOGE("Failed to lock file %s, errno=%d", fn.c_str(), errno);
}
}
~FileLock() { close(fd_); }
private:
int fd_ = -1;
};
} // namespace
Params::Params(const std::string &path) {
params_prefix = "/" + util::getenv("OPENPILOT_PREFIX", "d");
params_path = ensure_params_path(params_prefix, path);
}
Params::~Params() {
if (future.valid()) {
future.wait();
}
assert(queue.empty());
}
std::vector<std::string> Params::allKeys() const {
std::vector<std::string> ret;
for (auto &p : keys) {
ret.push_back(p.first);
}
return ret;
}
bool Params::checkKey(const std::string &key) {
return keys.find(key) != keys.end();
}
ParamKeyFlag Params::getKeyFlag(const std::string &key) {
return static_cast<ParamKeyFlag>(keys[key].flags);
}
ParamKeyType Params::getKeyType(const std::string &key) {
return keys[key].type;
}
std::optional<std::string> Params::getKeyDefaultValue(const std::string &key) {
return keys[key].default_value;
}
int Params::put(const char* key, const char* value, size_t value_size) {
// Information about safely and atomically writing a file: https://lwn.net/Articles/457667/
// 1) Create temp file
// 2) Write data to temp file
// 3) fsync() the temp file
// 4) rename the temp file to the real name
// 5) fsync() the containing directory
std::string tmp_path = params_path + "/.tmp_value_XXXXXX";
int tmp_fd = mkstemp((char*)tmp_path.c_str());
if (tmp_fd < 0) return -1;
int result = -1;
do {
// Write value to temp.
ssize_t bytes_written = HANDLE_EINTR(write(tmp_fd, value, value_size));
if (bytes_written < 0 || (size_t)bytes_written != value_size) {
result = -20;
break;
}
// fsync to force persist the changes.
if ((result = HANDLE_EINTR(fsync(tmp_fd))) < 0) break;
FileLock file_lock(params_path + "/.lock");
// Move temp into place.
if ((result = rename(tmp_path.c_str(), getParamPath(key).c_str())) < 0) break;
// fsync parent directory
result = fsync_dir(getParamPath());
} while (false);
close(tmp_fd);
if (result != 0) {
::unlink(tmp_path.c_str());
}
return result;
}
int Params::remove(const std::string &key) {
FileLock file_lock(params_path + "/.lock");
int result = unlink(getParamPath(key).c_str());
if (result != 0) {
return result;
}
return fsync_dir(getParamPath());
}
std::string Params::get(const std::string &key, bool block) {
if (!block) {
return util::read_file(getParamPath(key));
} else {
// blocking read until successful
params_do_exit = 0;
void (*prev_handler_sigint)(int) = std::signal(SIGINT, params_sig_handler);
void (*prev_handler_sigterm)(int) = std::signal(SIGTERM, params_sig_handler);
std::string value;
while (!params_do_exit) {
if (value = util::read_file(getParamPath(key)); !value.empty()) {
break;
}
util::sleep_for(100); // 0.1 s
}
std::signal(SIGINT, prev_handler_sigint);
std::signal(SIGTERM, prev_handler_sigterm);
return value;
}
}
std::map<std::string, std::string> Params::readAll() {
FileLock file_lock(params_path + "/.lock");
return util::read_files_in_dir(getParamPath());
}
void Params::clearAll(ParamKeyFlag key_flag) {
FileLock file_lock(params_path + "/.lock");
// 1) delete params of key_flag
// 2) delete files that are not defined in the keys.
if (DIR *d = opendir(getParamPath().c_str())) {
struct dirent *de = NULL;
while ((de = readdir(d))) {
if (de->d_type != DT_DIR) {
auto it = keys.find(de->d_name);
if (it == keys.end() || (it->second.flags & key_flag)) {
unlink(getParamPath(de->d_name).c_str());
}
}
}
closedir(d);
}
fsync_dir(getParamPath());
}
void Params::putNonBlocking(const std::string &key, const std::string &val) {
queue.push(std::make_pair(key, val));
// start thread on demand
if (!future.valid() || future.wait_for(std::chrono::milliseconds(0)) == std::future_status::ready) {
future = std::async(std::launch::async, &Params::asyncWriteThread, this);
}
}
void Params::asyncWriteThread() {
// TODO: write the latest one if a key has multiple values in the queue.
std::pair<std::string, std::string> p;
while (queue.try_pop(p, 0)) {
// Params::put is Thread-Safe
put(p.first, p.second);
}
}
+2 -1
View File
@@ -18,6 +18,7 @@ enum ParamKeyFlag {
DONT_LOG = 0x20, DONT_LOG = 0x20,
DEVELOPMENT_ONLY = 0x40, DEVELOPMENT_ONLY = 0x40,
CLEAR_ON_IGNITION_ON = 0x80, CLEAR_ON_IGNITION_ON = 0x80,
BACKUP = 0x100,
ALL = 0xFFFFFFFF ALL = 0xFFFFFFFF
}; };
@@ -45,7 +46,7 @@ public:
Params(const Params&) = delete; Params(const Params&) = delete;
Params& operator=(const Params&) = delete; Params& operator=(const Params&) = delete;
std::vector<std::string> allKeys() const; std::vector<std::string> allKeys(ParamKeyFlag flag = ALL) const;
bool checkKey(const std::string &key); bool checkKey(const std::string &key);
ParamKeyFlag getKeyFlag(const std::string &key); ParamKeyFlag getKeyFlag(const std::string &key);
ParamKeyType getKeyType(const std::string &key); ParamKeyType getKeyType(const std::string &key);
+160 -69
View File
@@ -7,8 +7,8 @@
inline static std::unordered_map<std::string, ParamKeyAttributes> keys = { inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
{"AccessToken", {CLEAR_ON_MANAGER_START | DONT_LOG, STRING}}, {"AccessToken", {CLEAR_ON_MANAGER_START | DONT_LOG, STRING}},
{"AdbEnabled", {PERSISTENT, BOOL}}, {"AdbEnabled", {PERSISTENT | BACKUP, BOOL}},
{"AlwaysOnDM", {PERSISTENT, BOOL}}, {"AlwaysOnDM", {PERSISTENT | BACKUP, BOOL}},
{"ApiCache_Device", {PERSISTENT, STRING}}, {"ApiCache_Device", {PERSISTENT, STRING}},
{"ApiCache_FirehoseStats", {PERSISTENT, JSON}}, {"ApiCache_FirehoseStats", {PERSISTENT, JSON}},
{"AssistNowToken", {PERSISTENT, STRING}}, {"AssistNowToken", {PERSISTENT, STRING}},
@@ -28,37 +28,37 @@ inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
{"ControlsReady", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, BOOL}}, {"ControlsReady", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, BOOL}},
{"CurrentBootlog", {PERSISTENT, STRING}}, {"CurrentBootlog", {PERSISTENT, STRING}},
{"CurrentRoute", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, STRING}}, {"CurrentRoute", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, STRING}},
{"DisableLogging", {PERSISTENT, BOOL, "0"}}, {"DisableLogging", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, BOOL}},
{"DisablePowerDown", {PERSISTENT, BOOL}}, {"DisablePowerDown", {PERSISTENT | BACKUP, BOOL}},
{"DisableUpdates", {PERSISTENT, BOOL}}, {"DisableUpdates", {PERSISTENT | BACKUP, BOOL, "0"}},
{"DisengageOnAccelerator", {PERSISTENT, BOOL, "0"}}, {"DisengageOnAccelerator", {PERSISTENT | BACKUP, BOOL, "0"}},
{"DongleId", {PERSISTENT, STRING}}, {"DongleId", {PERSISTENT, STRING}},
{"DoReboot", {CLEAR_ON_MANAGER_START, BOOL}}, {"DoReboot", {CLEAR_ON_MANAGER_START, BOOL}},
{"DoShutdown", {CLEAR_ON_MANAGER_START, BOOL}}, {"DoShutdown", {CLEAR_ON_MANAGER_START, BOOL}},
{"DoUninstall", {CLEAR_ON_MANAGER_START, BOOL}}, {"DoUninstall", {CLEAR_ON_MANAGER_START, BOOL}},
{"DriverTooDistracted", {CLEAR_ON_MANAGER_START | CLEAR_ON_IGNITION_ON, BOOL}}, {"DriverTooDistracted", {CLEAR_ON_MANAGER_START | CLEAR_ON_IGNITION_ON, BOOL}},
{"AlphaLongitudinalEnabled", {PERSISTENT | DEVELOPMENT_ONLY, BOOL}}, {"AlphaLongitudinalEnabled", {PERSISTENT | DEVELOPMENT_ONLY | BACKUP, BOOL}},
{"ExperimentalMode", {PERSISTENT, BOOL}}, {"ExperimentalMode", {PERSISTENT | BACKUP, BOOL}},
{"ExperimentalModeConfirmed", {PERSISTENT, BOOL}}, {"ExperimentalModeConfirmed", {PERSISTENT | BACKUP, BOOL}},
{"FirmwareQueryDone", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, BOOL}}, {"FirmwareQueryDone", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, BOOL}},
{"ForcePowerDown", {PERSISTENT, BOOL}}, {"ForcePowerDown", {PERSISTENT, BOOL}},
{"GitBranch", {PERSISTENT, STRING}}, {"GitBranch", {PERSISTENT, STRING}},
{"GitCommit", {PERSISTENT, STRING}}, {"GitCommit", {PERSISTENT, STRING}},
{"GitCommitDate", {PERSISTENT, STRING}}, {"GitCommitDate", {PERSISTENT, STRING}},
{"GitDiff", {PERSISTENT, STRING}}, {"GitDiff", {PERSISTENT, STRING}},
{"GithubSshKeys", {PERSISTENT, STRING}}, {"GithubSshKeys", {PERSISTENT | BACKUP, STRING}},
{"GithubUsername", {PERSISTENT, STRING}}, {"GithubUsername", {PERSISTENT | BACKUP, STRING}},
{"GitRemote", {PERSISTENT, STRING}}, {"GitRemote", {PERSISTENT, STRING}},
{"GsmApn", {PERSISTENT, STRING}}, {"GsmApn", {PERSISTENT | BACKUP, STRING}},
{"GsmMetered", {PERSISTENT, BOOL, "1"}}, {"GsmMetered", {PERSISTENT | BACKUP, BOOL, "1"}},
{"GsmRoaming", {PERSISTENT, BOOL}}, {"GsmRoaming", {PERSISTENT | BACKUP, BOOL}},
{"HardwareSerial", {PERSISTENT, STRING}}, {"HardwareSerial", {PERSISTENT, STRING}},
{"HasAcceptedTerms", {PERSISTENT, STRING, "0"}}, {"HasAcceptedTerms", {PERSISTENT, STRING, "0"}},
{"InstallDate", {PERSISTENT, TIME}}, {"InstallDate", {PERSISTENT, TIME}},
{"IsDriverViewEnabled", {CLEAR_ON_MANAGER_START, BOOL}}, {"IsDriverViewEnabled", {CLEAR_ON_MANAGER_START, BOOL}},
{"IsEngaged", {PERSISTENT, BOOL}}, {"IsEngaged", {PERSISTENT, BOOL}},
{"IsLdwEnabled", {PERSISTENT, BOOL}}, {"IsLdwEnabled", {PERSISTENT | BACKUP, BOOL}},
{"IsMetric", {PERSISTENT, BOOL}}, {"IsMetric", {PERSISTENT | BACKUP, BOOL}},
{"IsOffroad", {CLEAR_ON_MANAGER_START, BOOL}}, {"IsOffroad", {CLEAR_ON_MANAGER_START, BOOL}},
{"IsOnroad", {PERSISTENT, BOOL}}, {"IsOnroad", {PERSISTENT, BOOL}},
{"IsRhdDetected", {PERSISTENT, BOOL}}, {"IsRhdDetected", {PERSISTENT, BOOL}},
@@ -66,25 +66,24 @@ inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
{"IsTakingSnapshot", {CLEAR_ON_MANAGER_START, BOOL}}, {"IsTakingSnapshot", {CLEAR_ON_MANAGER_START, BOOL}},
{"IsTestedBranch", {CLEAR_ON_MANAGER_START, BOOL}}, {"IsTestedBranch", {CLEAR_ON_MANAGER_START, BOOL}},
{"JoystickDebugMode", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, BOOL}}, {"JoystickDebugMode", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, BOOL}},
{"LanguageSetting", {PERSISTENT, STRING, "en"}}, {"LanguageSetting", {PERSISTENT | BACKUP, STRING, "main_en"}},
{"LastAthenaPingTime", {CLEAR_ON_MANAGER_START, INT}}, {"LastAthenaPingTime", {CLEAR_ON_MANAGER_START, INT}},
{"LastGPSPosition", {PERSISTENT, STRING}}, {"LastGPSPosition", {PERSISTENT, STRING}},
{"LastManagerExitReason", {CLEAR_ON_MANAGER_START, STRING}}, {"LastManagerExitReason", {CLEAR_ON_MANAGER_START, STRING}},
{"LastOffroadStatusPacket", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, JSON}}, {"LastOffroadStatusPacket", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, JSON}},
{"LastAgnosPowerMonitorShutdown", {CLEAR_ON_MANAGER_START, STRING}},
{"LastPowerDropDetected", {CLEAR_ON_MANAGER_START, STRING}}, {"LastPowerDropDetected", {CLEAR_ON_MANAGER_START, STRING}},
{"LastUpdateException", {CLEAR_ON_MANAGER_START, STRING}}, {"LastUpdateException", {CLEAR_ON_MANAGER_START, STRING}},
{"LastUpdateRouteCount", {PERSISTENT, INT, "0"}}, {"LastUpdateRouteCount", {PERSISTENT, INT, "0"}},
{"LastUpdateTime", {PERSISTENT, TIME}}, {"LastUpdateTime", {PERSISTENT, TIME}},
{"LastUpdateUptimeOnroad", {PERSISTENT, FLOAT, "0.0"}}, {"LastUpdateUptimeOnroad", {PERSISTENT, FLOAT, "0.0"}},
{"LiveDelay", {PERSISTENT, BYTES}}, {"LiveDelay", {PERSISTENT | BACKUP, BYTES}},
{"LiveParameters", {PERSISTENT, JSON}}, {"LiveParameters", {PERSISTENT, JSON}},
{"LiveParametersV2", {PERSISTENT, BYTES}}, {"LiveParametersV2", {PERSISTENT, BYTES}},
{"LiveTorqueParameters", {PERSISTENT | DONT_LOG, BYTES}}, {"LiveTorqueParameters", {PERSISTENT | DONT_LOG, BYTES}},
{"LocationFilterInitialState", {PERSISTENT, BYTES}}, {"LocationFilterInitialState", {PERSISTENT, BYTES}},
{"LongitudinalManeuverMode", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, BOOL}}, {"LongitudinalManeuverMode", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, BOOL}},
{"LongitudinalPersonality", {PERSISTENT, INT, std::to_string(static_cast<int>(cereal::LongitudinalPersonality::STANDARD))}}, {"LongitudinalPersonality", {PERSISTENT | BACKUP, INT, std::to_string(static_cast<int>(cereal::LongitudinalPersonality::STANDARD))}},
{"NetworkMetered", {PERSISTENT, BOOL}}, {"NetworkMetered", {PERSISTENT | BACKUP, BOOL}},
{"ObdMultiplexingChanged", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, BOOL}}, {"ObdMultiplexingChanged", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, BOOL}},
{"ObdMultiplexingEnabled", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, BOOL}}, {"ObdMultiplexingEnabled", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, BOOL}},
{"Offroad_CarUnrecognized", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, JSON}}, {"Offroad_CarUnrecognized", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, JSON}},
@@ -98,22 +97,22 @@ inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
{"Offroad_TemperatureTooHigh", {CLEAR_ON_MANAGER_START, JSON}}, {"Offroad_TemperatureTooHigh", {CLEAR_ON_MANAGER_START, JSON}},
{"Offroad_UnregisteredHardware", {CLEAR_ON_MANAGER_START, JSON}}, {"Offroad_UnregisteredHardware", {CLEAR_ON_MANAGER_START, JSON}},
{"Offroad_UpdateFailed", {CLEAR_ON_MANAGER_START, JSON}}, {"Offroad_UpdateFailed", {CLEAR_ON_MANAGER_START, JSON}},
{"Offroad_DriverMonitoringUncertain", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, JSON}},
{"OnroadCycleRequested", {CLEAR_ON_MANAGER_START, BOOL}}, {"OnroadCycleRequested", {CLEAR_ON_MANAGER_START, BOOL}},
{"OpenpilotEnabledToggle", {PERSISTENT, BOOL, "1"}}, {"OpenpilotEnabledToggle", {PERSISTENT | BACKUP, BOOL, "1"}},
{"PandaHeartbeatLost", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, BOOL}}, {"PandaHeartbeatLost", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, BOOL}},
{"PandaSomResetTriggered", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, BOOL}}, {"PandaSomResetTriggered", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, BOOL}},
{"PandaSignatures", {CLEAR_ON_MANAGER_START, BYTES}}, {"PandaSignatures", {CLEAR_ON_MANAGER_START, BYTES}},
{"PrimeType", {PERSISTENT, INT}}, {"PrimeType", {PERSISTENT, INT}},
{"RecordAudio", {PERSISTENT, BOOL}}, {"RecordAudio", {PERSISTENT | BACKUP, BOOL}},
{"RecordAudioFeedback", {PERSISTENT, BOOL, "0"}}, {"RecordAudioFeedback", {PERSISTENT | BACKUP, BOOL, "0"}},
{"RecordFront", {PERSISTENT, BOOL}}, {"RecordFront", {PERSISTENT | BACKUP, BOOL}},
{"RecordFrontLock", {PERSISTENT, BOOL}}, // for the internal fleet {"RecordFrontLock", {PERSISTENT, BOOL}}, // for the internal fleet
{"SecOCKey", {PERSISTENT | DONT_LOG, STRING}}, {"SecOCKey", {PERSISTENT | DONT_LOG | BACKUP, STRING}},
{"ShowDebugInfo", {PERSISTENT, BOOL}},
{"RouteCount", {PERSISTENT, INT, "0"}}, {"RouteCount", {PERSISTENT, INT, "0"}},
{"SnoozeUpdate", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, BOOL}}, {"SnoozeUpdate", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, BOOL}},
{"SshEnabled", {PERSISTENT, BOOL}}, {"SshEnabled", {PERSISTENT | BACKUP, BOOL}},
{"TermsVersion", {PERSISTENT, STRING}},
{"TrainingVersion", {PERSISTENT, STRING}},
{"UbloxAvailable", {PERSISTENT, BOOL}}, {"UbloxAvailable", {PERSISTENT, BOOL}},
{"UpdateAvailable", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, BOOL}}, {"UpdateAvailable", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, BOOL}},
{"UpdateFailedCount", {CLEAR_ON_MANAGER_START, INT}}, {"UpdateFailedCount", {CLEAR_ON_MANAGER_START, INT}},
@@ -129,44 +128,136 @@ inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
{"UptimeOffroad", {PERSISTENT, FLOAT, "0.0"}}, {"UptimeOffroad", {PERSISTENT, FLOAT, "0.0"}},
{"UptimeOnroad", {PERSISTENT, FLOAT, "0.0"}}, {"UptimeOnroad", {PERSISTENT, FLOAT, "0.0"}},
{"Version", {PERSISTENT, STRING}}, {"Version", {PERSISTENT, STRING}},
{"dp_dev_last_log", {CLEAR_ON_ONROAD_TRANSITION, STRING}},
{"dp_dev_reset_conf", {CLEAR_ON_MANAGER_START, BOOL, "0"}}, // --- sunnypilot params --- //
{"dp_dev_beep", {PERSISTENT, BOOL, "0"}}, {"ApiCache_DriveStats", {PERSISTENT, JSON}},
{"dp_dev_is_rhd", {PERSISTENT, BOOL, "0"}}, {"AutoLaneChangeBsmDelay", {PERSISTENT | BACKUP, BOOL, "0"}},
{"dp_lat_alka", {PERSISTENT, BOOL, "0"}}, {"AutoLaneChangeTimer", {PERSISTENT | BACKUP, INT, "0"}},
{"dp_ui_display_mode", {PERSISTENT, INT, "0"}}, {"BlinkerMinLateralControlSpeed", {PERSISTENT | BACKUP, INT, "20"}}, // MPH or km/h
{"dp_dev_model_selected", {PERSISTENT, STRING}}, {"BlinkerPauseLateralControl", {PERSISTENT | BACKUP, INT, "0"}},
{"dp_dev_model_list", {PERSISTENT, STRING}}, {"Brightness", {PERSISTENT | BACKUP, INT, "0"}},
{"dp_lat_lca_speed", {PERSISTENT, INT, "20"}}, {"CarParamsSP", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, BYTES}},
{"dp_lat_lca_auto_sec", {PERSISTENT, FLOAT, "0.0"}}, {"CarParamsSPCache", {CLEAR_ON_MANAGER_START, BYTES}},
{"dp_dev_go_off_road", {CLEAR_ON_MANAGER_START, BOOL}}, {"CarParamsSPPersistent", {PERSISTENT, BYTES}},
{"dp_ui_hide_hud_speed_kph", {PERSISTENT, INT, "0"}}, {"CarPlatformBundle", {PERSISTENT | BACKUP, JSON}},
{"dp_lon_ext_radar", {PERSISTENT, BOOL, "0"}}, {"ChevronInfo", {PERSISTENT | BACKUP, INT, "4"}},
{"dp_lat_road_edge_detection", {PERSISTENT, BOOL, "0"}}, {"CustomAccIncrementsEnabled", {PERSISTENT | BACKUP, BOOL, "0"}},
{"dp_ui_rainbow", {PERSISTENT, BOOL, "0"}}, {"CustomAccLongPressIncrement", {PERSISTENT | BACKUP, INT, "5"}},
{"dp_lon_acm", {PERSISTENT, BOOL, "0"}}, {"CustomAccShortPressIncrement", {PERSISTENT | BACKUP, INT, "1"}},
{"dp_lon_aem", {PERSISTENT, BOOL, "0"}}, {"DeviceBootMode", {PERSISTENT | BACKUP, INT, "0"}},
{"dp_lon_dtsc", {PERSISTENT, BOOL, "0"}}, {"DevUIInfo", {PERSISTENT | BACKUP, INT, "0"}},
{"dp_lon_apm", {PERSISTENT, BOOL, "0"}}, {"EnableCopyparty", {PERSISTENT | BACKUP, BOOL}},
{"dp_lon_dasr", {PERSISTENT, BOOL, "0"}}, {"EnableGithubRunner", {PERSISTENT | BACKUP, BOOL}},
{"dp_dev_audible_alert_mode", {PERSISTENT, INT, "0"}}, {"GreenLightAlert", {PERSISTENT | BACKUP, BOOL, "0"}},
{"dp_dev_auto_shutdown_in", {PERSISTENT, INT, "-5"}}, {"GithubRunnerSufficientVoltage", {CLEAR_ON_MANAGER_START , BOOL}},
{"dp_ui_lead", {PERSISTENT, INT, "0"}}, {"HideVEgoUI", {PERSISTENT | BACKUP, BOOL, "0"}},
{"dp_dev_opview", {PERSISTENT, BOOL, "0"}}, {"IntelligentCruiseButtonManagement", {PERSISTENT | BACKUP , BOOL}},
{"dp_dev_dashy", {PERSISTENT, BOOL, "0"}}, {"InteractivityTimeout", {PERSISTENT | BACKUP, INT, "0"}},
{"dp_maa_route", {CLEAR_ON_MANAGER_START, JSON}}, {"IsDevelopmentBranch", {CLEAR_ON_MANAGER_START, BOOL}},
{"dp_maa_destination", {PERSISTENT, JSON}}, {"IsReleaseSpBranch", {CLEAR_ON_MANAGER_START, BOOL}},
{"dp_maa_places", {PERSISTENT, JSON}}, {"LastGPSPositionLLK", {PERSISTENT, STRING}},
{"dp_dev_delay_loggerd", {PERSISTENT, INT, "0"}}, {"LeadDepartAlert", {PERSISTENT | BACKUP, BOOL, "0"}},
{"dp_dev_disable_connect", {PERSISTENT, BOOL, "0"}}, {"MaxTimeOffroad", {PERSISTENT | BACKUP, INT, "1800"}},
{"dp_dev_tethering", {PERSISTENT, BOOL, "0"}}, {"ModelRunnerTypeCache", {CLEAR_ON_ONROAD_TRANSITION, INT}},
{"dp_ui_mici", {PERSISTENT, BOOL, "0"}}, {"OffroadMode", {CLEAR_ON_MANAGER_START, BOOL}},
{"dp_lat_offset_cm", {PERSISTENT, INT, "0"}}, {"Offroad_TiciSupport", {CLEAR_ON_MANAGER_START, JSON}},
{"dp_toyota_door_auto_lock_unlock", {PERSISTENT, BOOL, "0"}}, {"OnroadScreenOffBrightness", {PERSISTENT | BACKUP, INT, "0"}},
{"dp_toyota_tss1_sng", {PERSISTENT, BOOL, "0"}}, {"OnroadScreenOffControl", {PERSISTENT | BACKUP, BOOL}},
{"dp_toyota_stock_lon", {PERSISTENT, BOOL, "0"}}, {"OnroadScreenOffTimer", {PERSISTENT | BACKUP, INT, "15"}},
{"dp_vag_a0_sng", {PERSISTENT, BOOL, "0"}}, {"OnroadUploads", {PERSISTENT | BACKUP, BOOL, "1"}},
{"dp_vag_pq_steering_patch", {PERSISTENT, BOOL, "0"}}, {"QuickBootToggle", {PERSISTENT | BACKUP, BOOL, "0"}},
{"dp_vag_avoid_eps_lockout", {PERSISTENT, BOOL, "0"}}, {"QuietMode", {PERSISTENT | BACKUP, BOOL, "0"}},
{"dp_honda_nidec_stock_long", {PERSISTENT, BOOL, "0"}}, {"RainbowMode", {PERSISTENT | BACKUP, BOOL, "0"}},
{"ShowAdvancedControls", {PERSISTENT | BACKUP, BOOL, "0"}},
{"ShowTurnSignals", {PERSISTENT | BACKUP, BOOL, "0"}},
{"StandstillTimer", {PERSISTENT | BACKUP, BOOL, "0"}},
{"TrueVEgoUI", {PERSISTENT | BACKUP, BOOL, "0"}},
// MADS params
{"Mads", {PERSISTENT | BACKUP, BOOL, "1"}},
{"MadsMainCruiseAllowed", {PERSISTENT | BACKUP, BOOL, "1"}},
{"MadsSteeringMode", {PERSISTENT | BACKUP, INT, "0"}},
{"MadsUnifiedEngagementMode", {PERSISTENT | BACKUP, BOOL, "1"}},
// Model Manager params
{"ModelManager_ActiveBundle", {PERSISTENT, JSON}},
{"ModelManager_ClearCache", {CLEAR_ON_MANAGER_START, BOOL}},
{"ModelManager_DownloadIndex", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, INT, "0"}},
{"ModelManager_Favs", {PERSISTENT | BACKUP, STRING}},
{"ModelManager_LastSyncTime", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, INT, "0"}},
{"ModelManager_ModelsCache", {PERSISTENT | BACKUP, JSON}},
// Neural Network Lateral Control
{"NeuralNetworkLateralControl", {PERSISTENT | BACKUP, BOOL, "0"}},
// sunnylink params
{"EnableSunnylinkUploader", {PERSISTENT | BACKUP, BOOL}},
{"LastSunnylinkPingTime", {CLEAR_ON_MANAGER_START, INT}},
{"SunnylinkCache_Roles", {PERSISTENT, STRING}},
{"SunnylinkCache_Users", {PERSISTENT, STRING}},
{"SunnylinkDongleId", {PERSISTENT, STRING}},
{"SunnylinkdPid", {PERSISTENT, INT}},
{"SunnylinkEnabled", {PERSISTENT, BOOL, "1"}},
{"SunnylinkTempFault", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, BOOL, "0"}},
// Backup Manager params
{"BackupManager_CreateBackup", {PERSISTENT, BOOL}},
{"BackupManager_RestoreVersion", {PERSISTENT, STRING}},
// sunnypilot car specific params
{"HyundaiLongitudinalTuning", {PERSISTENT | BACKUP, INT, "0"}},
{"SubaruStopAndGo", {PERSISTENT | BACKUP, BOOL, "0"}},
{"SubaruStopAndGoManualParkingBrake", {PERSISTENT | BACKUP, BOOL, "0"}},
{"TeslaCoopSteering", {PERSISTENT | BACKUP, BOOL, "0"}},
{"DynamicExperimentalControl", {PERSISTENT | BACKUP, BOOL, "0"}},
{"BlindSpot", {PERSISTENT | BACKUP, BOOL, "0"}},
// sunnypilot model params
{"LagdToggle", {PERSISTENT | BACKUP, BOOL, "1"}},
{"LagdToggleDelay", {PERSISTENT | BACKUP, FLOAT, "0.2"}},
{"LagdValueCache", {PERSISTENT, FLOAT, "0.2"}},
{"LaneTurnDesire", {PERSISTENT | BACKUP, BOOL, "0"}},
{"LaneTurnValue", {PERSISTENT | BACKUP, FLOAT, "19.0"}},
// mapd
{"MapAdvisorySpeedLimit", {CLEAR_ON_ONROAD_TRANSITION, FLOAT}},
{"MapdVersion", {PERSISTENT, STRING}},
{"MapSpeedLimit", {CLEAR_ON_ONROAD_TRANSITION, FLOAT, "0.0"}},
{"NextMapSpeedLimit", {CLEAR_ON_ONROAD_TRANSITION, JSON}},
{"Offroad_OSMUpdateRequired", {CLEAR_ON_MANAGER_START, JSON}},
{"OsmDbUpdatesCheck", {CLEAR_ON_MANAGER_START, BOOL}}, // mapd database update happens with device ON, reset on boot
{"OSMDownloadBounds", {PERSISTENT, STRING}},
{"OsmDownloadedDate", {PERSISTENT, STRING, "0.0"}},
{"OSMDownloadLocations", {PERSISTENT, JSON}},
{"OSMDownloadProgress", {CLEAR_ON_MANAGER_START, JSON}},
{"OsmLocal", {PERSISTENT, BOOL}},
{"OsmLocationName", {PERSISTENT, STRING}},
{"OsmLocationTitle", {PERSISTENT, STRING}},
{"OsmLocationUrl", {PERSISTENT, STRING}},
{"OsmStateName", {PERSISTENT, STRING, "All"}},
{"OsmStateTitle", {PERSISTENT, STRING}},
{"OsmWayTest", {PERSISTENT, STRING}},
{"RoadName", {CLEAR_ON_ONROAD_TRANSITION, STRING}},
{"RoadNameToggle", {PERSISTENT, STRING}},
// Speed Limit
{"SpeedLimitMode", {PERSISTENT | BACKUP, INT, "1"}},
{"SpeedLimitOffsetType", {PERSISTENT | BACKUP, INT, "0"}},
{"SpeedLimitPolicy", {PERSISTENT | BACKUP, INT, "3"}},
{"SpeedLimitValueOffset", {PERSISTENT | BACKUP, INT, "0"}},
// Smart Cruise Control
{"MapTargetVelocities", {CLEAR_ON_ONROAD_TRANSITION, STRING}},
{"SmartCruiseControlMap", {PERSISTENT | BACKUP, BOOL, "0"}},
{"SmartCruiseControlVision", {PERSISTENT | BACKUP, BOOL, "0"}},
// Torque lateral control custom params
{"CustomTorqueParams", {PERSISTENT | BACKUP , BOOL}},
{"EnforceTorqueControl", {PERSISTENT | BACKUP, BOOL}},
{"LiveTorqueParamsToggle", {PERSISTENT | BACKUP , BOOL}},
{"LiveTorqueParamsRelaxedToggle", {PERSISTENT | BACKUP , BOOL}},
{"TorqueParamsOverrideEnabled", {PERSISTENT | BACKUP, BOOL, "0"}},
{"TorqueParamsOverrideFriction", {PERSISTENT | BACKUP, FLOAT, "0.1"}},
{"TorqueParamsOverrideLatAccelFactor", {PERSISTENT | BACKUP, FLOAT, "2.5"}},
}; };
+17852
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+4 -3
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@@ -18,6 +18,7 @@ cdef extern from "common/params.h":
CLEAR_ON_OFFROAD_TRANSITION CLEAR_ON_OFFROAD_TRANSITION
DEVELOPMENT_ONLY DEVELOPMENT_ONLY
CLEAR_ON_IGNITION_ON CLEAR_ON_IGNITION_ON
BACKUP
ALL ALL
cpdef enum ParamKeyType: cpdef enum ParamKeyType:
@@ -43,7 +44,7 @@ cdef extern from "common/params.h":
optional[string] getKeyDefaultValue(string) nogil optional[string] getKeyDefaultValue(string) nogil
string getParamPath(string) nogil string getParamPath(string) nogil
void clearAll(ParamKeyFlag) void clearAll(ParamKeyFlag)
vector[string] allKeys() vector[string] allKeys(ParamKeyFlag)
PYTHON_2_CPP = { PYTHON_2_CPP = {
(str, STRING): lambda v: v, (str, STRING): lambda v: v,
@@ -181,8 +182,8 @@ cdef class Params:
def get_type(self, key): def get_type(self, key):
return self.p.getKeyType(self.check_key(key)) return self.p.getKeyType(self.check_key(key))
def all_keys(self): def all_keys(self, flag=ParamKeyFlag.ALL):
return self.p.allKeys() return self.p.allKeys(flag)
def get_default_value(self, key): def get_default_value(self, key):
cdef string k = self.check_key(key) cdef string k = self.check_key(key)
BIN
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+7 -6
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@@ -2,10 +2,11 @@ import numpy as np
from numbers import Number from numbers import Number
class PIDController: class PIDController:
def __init__(self, k_p, k_i, k_d=0., pos_limit=1e308, neg_limit=-1e308, rate=100): 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 self._k_p = k_p
self._k_i = k_i self._k_i = k_i
self._k_d = k_d self._k_d = k_d
self.k_f = k_f # feedforward gain
if isinstance(self._k_p, Number): if isinstance(self._k_p, Number):
self._k_p = [[0], [self._k_p]] self._k_p = [[0], [self._k_p]]
if isinstance(self._k_i, Number): if isinstance(self._k_i, Number):
@@ -15,7 +16,7 @@ class PIDController:
self.set_limits(pos_limit, neg_limit) self.set_limits(pos_limit, neg_limit)
self.i_dt = 1.0 / rate self.i_rate = 1.0 / rate
self.speed = 0.0 self.speed = 0.0
self.reset() self.reset()
@@ -45,12 +46,12 @@ class PIDController:
def update(self, error, error_rate=0.0, speed=0.0, feedforward=0., freeze_integrator=False): def update(self, error, error_rate=0.0, speed=0.0, feedforward=0., freeze_integrator=False):
self.speed = speed self.speed = speed
self.p = self.k_p * float(error) self.p = float(error) * self.k_p
self.d = self.k_d * error_rate self.f = feedforward * self.k_f
self.f = feedforward self.d = error_rate * self.k_d
if not freeze_integrator: if not freeze_integrator:
i = self.i + self.k_i * self.i_dt * error i = self.i + error * self.k_i * self.i_rate
# Don't allow windup if already clipping # Don't allow windup if already clipping
test_control = self.p + i + self.d + self.f test_control = self.p + i + self.d + self.f
+1 -1
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@@ -11,7 +11,7 @@ from openpilot.system.hardware.hw import DEFAULT_DOWNLOAD_CACHE_ROOT
class OpenpilotPrefix: class OpenpilotPrefix:
def __init__(self, prefix: str = None, create_dirs_on_enter: bool = True, clean_dirs_on_exit: bool = True, shared_download_cache: bool = False): def __init__(self, prefix: str = None, create_dirs_on_enter: bool = True, clean_dirs_on_exit: bool = True, shared_download_cache: bool = False):
self.prefix = prefix if prefix else str(uuid.uuid4().hex[0:15]) self.prefix = prefix if prefix else str(uuid.uuid4().hex[0:15])
self.msgq_path = os.path.join(Paths.shm_path(), "msgq_" + self.prefix) self.msgq_path = os.path.join(Paths.shm_path(), self.prefix)
self.create_dirs_on_enter = create_dirs_on_enter self.create_dirs_on_enter = create_dirs_on_enter
self.clean_dirs_on_exit = clean_dirs_on_exit self.clean_dirs_on_exit = clean_dirs_on_exit
self.shared_download_cache = shared_download_cache self.shared_download_cache = shared_download_cache
-40
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@@ -1,40 +0,0 @@
#include "common/ratekeeper.h"
#include <algorithm>
#include "common/swaglog.h"
#include "common/timing.h"
#include "common/util.h"
RateKeeper::RateKeeper(const std::string &name, float rate, float print_delay_threshold)
: name(name),
print_delay_threshold(std::max(0.f, print_delay_threshold)) {
interval = 1 / rate;
last_monitor_time = seconds_since_boot();
next_frame_time = last_monitor_time + interval;
}
bool RateKeeper::keepTime() {
bool lagged = monitorTime();
if (remaining_ > 0) {
util::sleep_for(remaining_ * 1000);
}
return lagged;
}
bool RateKeeper::monitorTime() {
++frame_;
last_monitor_time = seconds_since_boot();
remaining_ = next_frame_time - last_monitor_time;
bool lagged = remaining_ < 0;
if (lagged) {
if (print_delay_threshold > 0 && remaining_ < -print_delay_threshold) {
LOGW("%s lagging by %.2f ms", name.c_str(), -remaining_ * 1000);
}
next_frame_time = last_monitor_time + interval;
} else {
next_frame_time += interval;
}
return lagged;
}
+30
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@@ -0,0 +1,30 @@
import time
import functools
from openpilot.common.swaglog import cloudlog
def retry(attempts=3, delay=1.0, ignore_failure=False):
def decorator(func):
@functools.wraps(func)
def wrapper(*args, **kwargs):
for _ in range(attempts):
try:
return func(*args, **kwargs)
except Exception:
cloudlog.exception(f"{func.__name__} failed, trying again")
time.sleep(delay)
if ignore_failure:
cloudlog.error(f"{func.__name__} failed after retry")
else:
raise Exception(f"{func.__name__} failed after retry")
return wrapper
return decorator
if __name__ == "__main__":
@retry(attempts=10)
def abc():
raise ValueError("abc failed :(")
abc()
+28
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@@ -0,0 +1,28 @@
import subprocess
from contextlib import contextmanager
from subprocess import Popen, PIPE, TimeoutExpired
def run_cmd(cmd: list[str], cwd=None, env=None) -> str:
return subprocess.check_output(cmd, encoding='utf8', cwd=cwd, env=env).strip()
def run_cmd_default(cmd: list[str], default: str = "", cwd=None, env=None) -> str:
try:
return run_cmd(cmd, cwd=cwd, env=env)
except subprocess.CalledProcessError:
return default
@contextmanager
def managed_proc(cmd: list[str], env: dict[str, str]):
proc = Popen(cmd, env=env, stdout=PIPE, stderr=PIPE)
try:
yield proc
finally:
if proc.poll() is None:
proc.terminate()
try:
proc.wait(timeout=5)
except TimeoutExpired:
proc.kill()
-155
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@@ -1,155 +0,0 @@
#ifndef _GNU_SOURCE
#define _GNU_SOURCE
#endif
#include "common/swaglog.h"
#include <cassert>
#include <limits>
#include <mutex>
#include <string>
#include <zmq.h>
#include <stdarg.h>
#include "third_party/json11/json11.hpp"
#include "common/version.h"
#include "system/hardware/hw.h"
class SwaglogState {
public:
SwaglogState() {
zctx = zmq_ctx_new();
sock = zmq_socket(zctx, ZMQ_PUSH);
// Timeout on shutdown for messages to be received by the logging process
int timeout = 100;
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) {
print_level = CLOUDLOG_DEBUG;
} else if (strcmp(print_lvl, "info") == 0) {
print_level = CLOUDLOG_INFO;
} else if (strcmp(print_lvl, "warning") == 0) {
print_level = CLOUDLOG_WARNING;
}
}
ctx_j = json11::Json::object{};
if (char* dongle_id = getenv("DONGLE_ID")) {
ctx_j["dongle_id"] = dongle_id;
}
if (char* git_origin = getenv("GIT_ORIGIN")) {
ctx_j["origin"] = git_origin;
}
if (char* git_branch = getenv("GIT_BRANCH")) {
ctx_j["branch"] = git_branch;
}
if (char* git_commit = getenv("GIT_COMMIT")) {
ctx_j["commit"] = git_commit;
}
if (char* daemon_name = getenv("MANAGER_DAEMON")) {
ctx_j["daemon"] = daemon_name;
}
ctx_j["version"] = COMMA_VERSION;
ctx_j["dirty"] = !getenv("CLEAN");
ctx_j["device"] = Hardware::get_name();
}
~SwaglogState() {
zmq_close(sock);
zmq_ctx_destroy(zctx);
}
void log(int levelnum, const char* filename, int lineno, const char* func, const char* msg, const std::string& log_s) {
std::lock_guard lk(lock);
if (levelnum >= print_level) {
printf("%s: %s\n", filename, msg);
}
zmq_send(sock, log_s.data(), log_s.length(), ZMQ_NOBLOCK);
}
std::mutex lock;
void* zctx = nullptr;
void* sock = nullptr;
int print_level;
json11::Json::object ctx_j;
};
bool LOG_TIMESTAMPS = getenv("LOG_TIMESTAMPS");
uint32_t NO_FRAME_ID = std::numeric_limits<uint32_t>::max();
static void cloudlog_common(int levelnum, const char* filename, int lineno, const char* func,
char* msg_buf, const json11::Json::object &msg_j={}) {
static SwaglogState s;
json11::Json::object log_j = json11::Json::object {
{"ctx", s.ctx_j},
{"levelnum", levelnum},
{"filename", filename},
{"lineno", lineno},
{"funcname", func},
{"created", seconds_since_epoch()}
};
if (msg_j.empty()) {
log_j["msg"] = msg_buf;
} else {
log_j["msg"] = msg_j;
}
std::string log_s;
log_s += (char)levelnum;
((json11::Json)log_j).dump(log_s);
s.log(levelnum, filename, lineno, func, msg_buf, log_s);
free(msg_buf);
}
void cloudlog_e(int levelnum, const char* filename, int lineno, const char* func,
const char* fmt, ...) {
va_list args;
va_start(args, fmt);
char* msg_buf = nullptr;
int ret = vasprintf(&msg_buf, fmt, args);
va_end(args);
if (ret <= 0 || !msg_buf) return;
cloudlog_common(levelnum, filename, lineno, func, msg_buf);
}
void cloudlog_t_common(int levelnum, const char* filename, int lineno, const char* func,
uint32_t frame_id, const char* fmt, va_list args) {
if (!LOG_TIMESTAMPS) return;
char* msg_buf = nullptr;
int ret = vasprintf(&msg_buf, fmt, args);
if (ret <= 0 || !msg_buf) return;
json11::Json::object tspt_j = json11::Json::object{
{"event", msg_buf},
{"time", std::to_string(nanos_since_boot())}
};
if (frame_id < NO_FRAME_ID) {
tspt_j["frame_id"] = std::to_string(frame_id);
}
tspt_j = json11::Json::object{{"timestamp", tspt_j}};
cloudlog_common(levelnum, filename, lineno, func, msg_buf, tspt_j);
}
void cloudlog_te(int levelnum, const char* filename, int lineno, const char* func,
const char* fmt, ...) {
va_list args;
va_start(args, fmt);
cloudlog_t_common(levelnum, filename, lineno, func, NO_FRAME_ID, fmt, args);
va_end(args);
}
void cloudlog_te(int levelnum, const char* filename, int lineno, const char* func,
uint32_t frame_id, const char* fmt, ...) {
va_list args;
va_start(args, fmt);
cloudlog_t_common(levelnum, filename, lineno, func, frame_id, fmt, args);
va_end(args);
}
+3 -3
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@@ -1,7 +1,7 @@
import os import os
from uuid import uuid4 from uuid import uuid4
from openpilot.common.utils import atomic_write from openpilot.common.file_helpers import atomic_write_in_dir
class TestFileHelpers: class TestFileHelpers:
@@ -15,5 +15,5 @@ class TestFileHelpers:
assert f.read() == "test" assert f.read() == "test"
os.remove(path) os.remove(path)
def test_atomic_write(self): def test_atomic_write_in_dir(self):
self.run_atomic_write_func(atomic_write) self.run_atomic_write_func(atomic_write_in_dir)
+1 -1
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@@ -6,7 +6,7 @@ from openpilot.common.markdown import parse_markdown
class TestMarkdown: class TestMarkdown:
def test_all_release_notes(self): def test_all_release_notes(self):
with open(os.path.join(BASEDIR, "RELEASES.md")) as f: with open(os.path.join(BASEDIR, "CHANGELOG.md")) as f:
release_notes = f.read().split("\n\n") release_notes = f.read().split("\n\n")
assert len(release_notes) > 10 assert len(release_notes) > 10
-27
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@@ -1,27 +0,0 @@
#include "catch2/catch.hpp"
#define private public
#include "common/params.h"
#include "common/util.h"
TEST_CASE("params_nonblocking_put") {
char tmp_path[] = "/tmp/asyncWriter_XXXXXX";
const std::string param_path = mkdtemp(tmp_path);
auto param_names = {"CarParams", "IsMetric"};
{
Params params(param_path);
for (const auto &name : param_names) {
params.putNonBlocking(name, "1");
// param is empty
REQUIRE(params.get(name).empty());
}
// check if thread is running
REQUIRE(params.future.valid());
REQUIRE(params.future.wait_for(std::chrono::milliseconds(0)) == std::future_status::timeout);
}
// check results
Params p(param_path);
for (const auto &name : param_names) {
REQUIRE(p.get(name) == "1");
}
}
-2
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@@ -1,2 +0,0 @@
#define CATCH_CONFIG_MAIN
#include "catch2/catch.hpp"
-88
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@@ -1,88 +0,0 @@
#include <zmq.h>
#include <iostream>
#include "catch2/catch.hpp"
#include "common/swaglog.h"
#include "common/util.h"
#include "common/version.h"
#include "system/hardware/hw.h"
#include "third_party/json11/json11.hpp"
std::string daemon_name = "testy";
std::string dongle_id = "test_dongle_id";
int LINE_NO = 0;
void log_thread(int thread_id, int msg_cnt) {
for (int i = 0; i < msg_cnt; ++i) {
LOGD("%d", thread_id);
LINE_NO = __LINE__ - 1;
usleep(1);
}
}
void recv_log(int thread_cnt, int thread_msg_cnt) {
void *zctx = zmq_ctx_new();
void *sock = zmq_socket(zctx, ZMQ_PULL);
zmq_bind(sock, Path::swaglog_ipc().c_str());
std::vector<int> thread_msgs(thread_cnt);
int total_count = 0;
for (auto start = std::chrono::steady_clock::now(), now = start;
now < start + std::chrono::seconds{1} && total_count < (thread_cnt * thread_msg_cnt);
now = std::chrono::steady_clock::now()) {
char buf[4096] = {};
if (zmq_recv(sock, buf, sizeof(buf), ZMQ_DONTWAIT) <= 0) {
if (errno == EAGAIN || errno == EINTR || errno == EFSM) continue;
break;
}
REQUIRE(buf[0] == CLOUDLOG_DEBUG);
std::string err;
auto msg = json11::Json::parse(buf + 1, err);
REQUIRE(!msg.is_null());
REQUIRE(msg["levelnum"].int_value() == CLOUDLOG_DEBUG);
REQUIRE_THAT(msg["filename"].string_value(), Catch::Contains("test_swaglog.cc"));
REQUIRE(msg["funcname"].string_value() == "log_thread");
REQUIRE(msg["lineno"].int_value() == LINE_NO);
auto ctx = msg["ctx"];
REQUIRE(ctx["daemon"].string_value() == daemon_name);
REQUIRE(ctx["dongle_id"].string_value() == dongle_id);
REQUIRE(ctx["dirty"].bool_value() == true);
REQUIRE(ctx["version"].string_value() == COMMA_VERSION);
std::string device = Hardware::get_name();
REQUIRE(ctx["device"].string_value() == device);
int thread_id = atoi(msg["msg"].string_value().c_str());
REQUIRE((thread_id >= 0 && thread_id < thread_cnt));
thread_msgs[thread_id]++;
total_count++;
}
for (int i = 0; i < thread_cnt; ++i) {
INFO("thread :" << i);
REQUIRE(thread_msgs[i] == thread_msg_cnt);
}
zmq_close(sock);
zmq_ctx_destroy(zctx);
}
TEST_CASE("swaglog") {
setenv("MANAGER_DAEMON", daemon_name.c_str(), 1);
setenv("DONGLE_ID", dongle_id.c_str(), 1);
setenv("dirty", "1", 1);
const int thread_cnt = 5;
const int thread_msg_cnt = 100;
std::vector<std::thread> log_threads;
for (int i = 0; i < thread_cnt; ++i) {
log_threads.push_back(std::thread(log_thread, i, thread_msg_cnt));
}
for (auto &t : log_threads) t.join();
recv_log(thread_cnt, thread_msg_cnt);
}
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#include <dirent.h>
#include <sys/stat.h>
#include <sys/types.h>
#include <algorithm>
#include <climits>
#include <fstream>
#include <random>
#include <string>
#include "catch2/catch.hpp"
#include "common/util.h"
std::string random_bytes(int size) {
std::random_device rd;
std::independent_bits_engine<std::default_random_engine, CHAR_BIT, unsigned char> rbe(rd());
std::string bytes(size + 1, '\0');
std::generate(bytes.begin(), bytes.end(), std::ref(rbe));
return bytes;
}
TEST_CASE("util::read_file") {
SECTION("read /proc/version") {
std::string ret = util::read_file("/proc/version");
REQUIRE(ret.find("Linux version") != std::string::npos);
}
SECTION("read from sysfs") {
std::string ret = util::read_file("/sys/power/wakeup_count");
REQUIRE(!ret.empty());
}
SECTION("read file") {
char filename[] = "/tmp/test_read_XXXXXX";
int fd = mkstemp(filename);
REQUIRE(util::read_file(filename).empty());
std::string content = random_bytes(64 * 1024);
write(fd, content.c_str(), content.size());
std::string ret = util::read_file(filename);
bool equal = (ret == content);
REQUIRE(equal);
close(fd);
}
SECTION("read directory") {
REQUIRE(util::read_file(".").empty());
}
SECTION("read non-existent file") {
std::string ret = util::read_file("does_not_exist");
REQUIRE(ret.empty());
}
SECTION("read non-permission") {
REQUIRE(util::read_file("/proc/kmsg").empty());
}
}
TEST_CASE("util::file_exists") {
char filename[] = "/tmp/test_file_exists_XXXXXX";
int fd = mkstemp(filename);
REQUIRE(fd != -1);
close(fd);
SECTION("existent file") {
REQUIRE(util::file_exists(filename));
REQUIRE(util::file_exists("/tmp"));
}
SECTION("nonexistent file") {
std::string fn = filename;
REQUIRE(!util::file_exists(fn + "/nonexistent"));
}
SECTION("file has no access permissions") {
std::string fn = "/proc/kmsg";
std::ifstream f(fn);
REQUIRE(f.good() == false);
REQUIRE(util::file_exists(fn));
}
::remove(filename);
}
TEST_CASE("util::read_files_in_dir") {
char tmp_path[] = "/tmp/test_XXXXXX";
const std::string test_path = mkdtemp(tmp_path);
const std::string files[] = {".test1", "'test2'", "test3"};
for (auto fn : files) {
std::ofstream{test_path + "/" + fn} << fn;
}
mkdir((test_path + "/dir").c_str(), 0777);
std::map<std::string, std::string> result = util::read_files_in_dir(test_path);
REQUIRE(result.find("dir") == result.end());
REQUIRE(result.size() == std::size(files));
for (auto& [k, v] : result) {
REQUIRE(k == v);
}
}
TEST_CASE("util::safe_fwrite") {
char filename[] = "/tmp/XXXXXX";
int fd = mkstemp(filename);
close(fd);
std::string dat = random_bytes(1024 * 1024);
FILE *f = util::safe_fopen(filename, "wb");
REQUIRE(f != nullptr);
size_t size = util::safe_fwrite(dat.data(), 1, dat.size(), f);
REQUIRE(size == dat.size());
int ret = util::safe_fflush(f);
REQUIRE(ret == 0);
ret = fclose(f);
REQUIRE(ret == 0);
bool equal = (dat == util::read_file(filename));
REQUIRE(equal);
}
TEST_CASE("util::create_directories") {
system("rm /tmp/test_create_directories -rf");
std::string dir = "/tmp/test_create_directories/a/b/c/d/e/f";
auto check_dir_permissions = [](const std::string &dir, mode_t mode) -> bool {
struct stat st = {};
return stat(dir.c_str(), &st) == 0 && (st.st_mode & S_IFMT) == S_IFDIR && (st.st_mode & (S_IRWXU | S_IRWXG | S_IRWXO)) == mode;
};
SECTION("create_directories") {
REQUIRE(util::create_directories(dir, 0755));
REQUIRE(check_dir_permissions(dir, 0755));
}
SECTION("dir already exists") {
REQUIRE(util::create_directories(dir, 0755));
REQUIRE(util::create_directories(dir, 0755));
}
SECTION("a file exists with the same name") {
REQUIRE(util::create_directories(dir, 0755));
int f = open((dir + "/file").c_str(), O_RDWR | O_CREAT);
REQUIRE(f != -1);
close(f);
REQUIRE(util::create_directories(dir + "/file", 0755) == false);
REQUIRE(util::create_directories(dir + "/file/1/2/3", 0755) == false);
}
SECTION("end with slashes") {
REQUIRE(util::create_directories(dir + "/", 0755));
}
SECTION("empty") {
REQUIRE(util::create_directories("", 0755) == false);
}
}
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Import('env', 'envCython')
transformations = env.Library('transformations', ['orientation.cc', 'coordinates.cc'])
transformations_python = envCython.Program('transformations.so', 'transformations.pyx')
Export('transformations', 'transformations_python')
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#define _USE_MATH_DEFINES
#include "common/transformations/coordinates.hpp"
#include <iostream>
#include <cmath>
#include <eigen3/Eigen/Dense>
double a = 6378137; // lgtm [cpp/short-global-name]
double b = 6356752.3142; // lgtm [cpp/short-global-name]
double esq = 6.69437999014 * 0.001; // lgtm [cpp/short-global-name]
double e1sq = 6.73949674228 * 0.001;
static Geodetic to_degrees(Geodetic geodetic){
geodetic.lat = RAD2DEG(geodetic.lat);
geodetic.lon = RAD2DEG(geodetic.lon);
return geodetic;
}
static Geodetic to_radians(Geodetic geodetic){
geodetic.lat = DEG2RAD(geodetic.lat);
geodetic.lon = DEG2RAD(geodetic.lon);
return geodetic;
}
ECEF geodetic2ecef(const Geodetic &geodetic) {
auto g = to_radians(geodetic);
double xi = sqrt(1.0 - esq * pow(sin(g.lat), 2));
double x = (a / xi + g.alt) * cos(g.lat) * cos(g.lon);
double y = (a / xi + g.alt) * cos(g.lat) * sin(g.lon);
double z = (a / xi * (1.0 - esq) + g.alt) * sin(g.lat);
return {x, y, z};
}
Geodetic ecef2geodetic(const ECEF &e) {
// Convert from ECEF to geodetic using Ferrari's methods
// https://en.wikipedia.org/wiki/Geographic_coordinate_conversion#Ferrari.27s_solution
double x = e.x;
double y = e.y;
double z = e.z;
double r = sqrt(x * x + y * y);
double Esq = a * a - b * b;
double F = 54 * b * b * z * z;
double G = r * r + (1 - esq) * z * z - esq * Esq;
double C = (esq * esq * F * r * r) / (pow(G, 3));
double S = cbrt(1 + C + sqrt(C * C + 2 * C));
double P = F / (3 * pow((S + 1 / S + 1), 2) * G * G);
double Q = sqrt(1 + 2 * esq * esq * P);
double r_0 = -(P * esq * r) / (1 + Q) + sqrt(0.5 * a * a*(1 + 1.0 / Q) - P * (1 - esq) * z * z / (Q * (1 + Q)) - 0.5 * P * r * r);
double U = sqrt(pow((r - esq * r_0), 2) + z * z);
double V = sqrt(pow((r - esq * r_0), 2) + (1 - esq) * z * z);
double Z_0 = b * b * z / (a * V);
double h = U * (1 - b * b / (a * V));
double lat = atan((z + e1sq * Z_0) / r);
double lon = atan2(y, x);
return to_degrees({lat, lon, h});
}
LocalCoord::LocalCoord(const Geodetic &geodetic, const ECEF &e) {
init_ecef << e.x, e.y, e.z;
auto g = to_radians(geodetic);
ned2ecef_matrix <<
-sin(g.lat)*cos(g.lon), -sin(g.lon), -cos(g.lat)*cos(g.lon),
-sin(g.lat)*sin(g.lon), cos(g.lon), -cos(g.lat)*sin(g.lon),
cos(g.lat), 0, -sin(g.lat);
ecef2ned_matrix = ned2ecef_matrix.transpose();
}
NED LocalCoord::ecef2ned(const ECEF &e) {
Eigen::Vector3d ecef;
ecef << e.x, e.y, e.z;
Eigen::Vector3d ned = (ecef2ned_matrix * (ecef - init_ecef));
return {ned[0], ned[1], ned[2]};
}
ECEF LocalCoord::ned2ecef(const NED &n) {
Eigen::Vector3d ned;
ned << n.n, n.e, n.d;
Eigen::Vector3d ecef = (ned2ecef_matrix * ned) + init_ecef;
return {ecef[0], ecef[1], ecef[2]};
}
NED LocalCoord::geodetic2ned(const Geodetic &g) {
ECEF e = ::geodetic2ecef(g);
return ecef2ned(e);
}
Geodetic LocalCoord::ned2geodetic(const NED &n) {
ECEF e = ned2ecef(n);
return ::ecef2geodetic(e);
}
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#define _USE_MATH_DEFINES
#include <iostream>
#include <cmath>
#include <eigen3/Eigen/Dense>
#include "common/transformations/orientation.hpp"
#include "common/transformations/coordinates.hpp"
Eigen::Quaterniond ensure_unique(const Eigen::Quaterniond &quat) {
if (quat.w() > 0){
return quat;
} else {
return Eigen::Quaterniond(-quat.w(), -quat.x(), -quat.y(), -quat.z());
}
}
Eigen::Quaterniond euler2quat(const Eigen::Vector3d &euler) {
Eigen::Quaterniond q;
q = Eigen::AngleAxisd(euler(2), Eigen::Vector3d::UnitZ())
* Eigen::AngleAxisd(euler(1), Eigen::Vector3d::UnitY())
* Eigen::AngleAxisd(euler(0), Eigen::Vector3d::UnitX());
return ensure_unique(q);
}
Eigen::Vector3d quat2euler(const Eigen::Quaterniond &quat) {
// TODO: switch to eigen implementation if the range of the Euler angles doesn't matter anymore
// Eigen::Vector3d euler = quat.toRotationMatrix().eulerAngles(2, 1, 0);
// return {euler(2), euler(1), euler(0)};
double gamma = atan2(2 * (quat.w() * quat.x() + quat.y() * quat.z()), 1 - 2 * (quat.x()*quat.x() + quat.y()*quat.y()));
double asin_arg_clipped = std::clamp(2 * (quat.w() * quat.y() - quat.z() * quat.x()), -1.0, 1.0);
double theta = asin(asin_arg_clipped);
double psi = atan2(2 * (quat.w() * quat.z() + quat.x() * quat.y()), 1 - 2 * (quat.y()*quat.y() + quat.z()*quat.z()));
return {gamma, theta, psi};
}
Eigen::Matrix3d quat2rot(const Eigen::Quaterniond &quat) {
return quat.toRotationMatrix();
}
Eigen::Quaterniond rot2quat(const Eigen::Matrix3d &rot) {
return ensure_unique(Eigen::Quaterniond(rot));
}
Eigen::Matrix3d euler2rot(const Eigen::Vector3d &euler) {
return quat2rot(euler2quat(euler));
}
Eigen::Vector3d rot2euler(const Eigen::Matrix3d &rot) {
return quat2euler(rot2quat(rot));
}
Eigen::Matrix3d rot_matrix(double roll, double pitch, double yaw) {
return euler2rot({roll, pitch, yaw});
}
Eigen::Matrix3d rot(const Eigen::Vector3d &axis, double angle) {
Eigen::Quaterniond q;
q = Eigen::AngleAxisd(angle, axis);
return q.toRotationMatrix();
}
Eigen::Vector3d ecef_euler_from_ned(const ECEF &ecef_init, const Eigen::Vector3d &ned_pose) {
/*
Using Rotations to Build Aerospace Coordinate Systems
Don Koks
https://apps.dtic.mil/dtic/tr/fulltext/u2/a484864.pdf
*/
LocalCoord converter = LocalCoord(ecef_init);
Eigen::Vector3d zero = ecef_init.to_vector();
Eigen::Vector3d x0 = converter.ned2ecef({1, 0, 0}).to_vector() - zero;
Eigen::Vector3d y0 = converter.ned2ecef({0, 1, 0}).to_vector() - zero;
Eigen::Vector3d z0 = converter.ned2ecef({0, 0, 1}).to_vector() - zero;
Eigen::Vector3d x1 = rot(z0, ned_pose(2)) * x0;
Eigen::Vector3d y1 = rot(z0, ned_pose(2)) * y0;
Eigen::Vector3d z1 = rot(z0, ned_pose(2)) * z0;
Eigen::Vector3d x2 = rot(y1, ned_pose(1)) * x1;
Eigen::Vector3d y2 = rot(y1, ned_pose(1)) * y1;
Eigen::Vector3d z2 = rot(y1, ned_pose(1)) * z1;
Eigen::Vector3d x3 = rot(x2, ned_pose(0)) * x2;
Eigen::Vector3d y3 = rot(x2, ned_pose(0)) * y2;
x0 = Eigen::Vector3d(1, 0, 0);
y0 = Eigen::Vector3d(0, 1, 0);
z0 = Eigen::Vector3d(0, 0, 1);
double psi = atan2(x3.dot(y0), x3.dot(x0));
double theta = atan2(-x3.dot(z0), sqrt(pow(x3.dot(x0), 2) + pow(x3.dot(y0), 2)));
y2 = rot(z0, psi) * y0;
z2 = rot(y2, theta) * z0;
double phi = atan2(y3.dot(z2), y3.dot(y2));
return {phi, theta, psi};
}
Eigen::Vector3d ned_euler_from_ecef(const ECEF &ecef_init, const Eigen::Vector3d &ecef_pose) {
/*
Using Rotations to Build Aerospace Coordinate Systems
Don Koks
https://apps.dtic.mil/dtic/tr/fulltext/u2/a484864.pdf
*/
LocalCoord converter = LocalCoord(ecef_init);
Eigen::Vector3d x0 = Eigen::Vector3d(1, 0, 0);
Eigen::Vector3d y0 = Eigen::Vector3d(0, 1, 0);
Eigen::Vector3d z0 = Eigen::Vector3d(0, 0, 1);
Eigen::Vector3d x1 = rot(z0, ecef_pose(2)) * x0;
Eigen::Vector3d y1 = rot(z0, ecef_pose(2)) * y0;
Eigen::Vector3d z1 = rot(z0, ecef_pose(2)) * z0;
Eigen::Vector3d x2 = rot(y1, ecef_pose(1)) * x1;
Eigen::Vector3d y2 = rot(y1, ecef_pose(1)) * y1;
Eigen::Vector3d z2 = rot(y1, ecef_pose(1)) * z1;
Eigen::Vector3d x3 = rot(x2, ecef_pose(0)) * x2;
Eigen::Vector3d y3 = rot(x2, ecef_pose(0)) * y2;
Eigen::Vector3d zero = ecef_init.to_vector();
x0 = converter.ned2ecef({1, 0, 0}).to_vector() - zero;
y0 = converter.ned2ecef({0, 1, 0}).to_vector() - zero;
z0 = converter.ned2ecef({0, 0, 1}).to_vector() - zero;
double psi = atan2(x3.dot(y0), x3.dot(x0));
double theta = atan2(-x3.dot(z0), sqrt(pow(x3.dot(x0), 2) + pow(x3.dot(y0), 2)));
y2 = rot(z0, psi) * y0;
z2 = rot(y2, theta) * z0;
double phi = atan2(y3.dot(z2), y3.dot(y2));
return {phi, theta, psi};
}
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#include "common/util.h"
#include "common/swaglog.h"
#include <sys/ioctl.h>
#include <sys/stat.h>
#include <sys/resource.h>
#include <cassert>
#include <cerrno>
#include <cstring>
#include <dirent.h>
#include <fstream>
#include <iomanip>
#include <random>
#include <sstream>
#include <limits>
#ifdef __linux__
#include <sys/prctl.h>
#include <sys/syscall.h>
#ifndef __USE_GNU
#define __USE_GNU
#endif
#include <sched.h>
#endif // __linux__
namespace util {
void set_thread_name(const char* name) {
#ifdef __linux__
// pthread_setname_np is dumb (fails instead of truncates)
prctl(PR_SET_NAME, (unsigned long)name, 0, 0, 0);
#endif
}
int set_realtime_priority(int level) {
#ifdef __linux__
long tid = syscall(SYS_gettid);
// should match python using chrt
struct sched_param sa;
memset(&sa, 0, sizeof(sa));
sa.sched_priority = level;
return sched_setscheduler(tid, SCHED_FIFO, &sa);
#else
return -1;
#endif
}
int set_core_affinity(std::vector<int> cores) {
#ifdef __linux__
long tid = syscall(SYS_gettid);
cpu_set_t cpu;
CPU_ZERO(&cpu);
for (const int n : cores) {
CPU_SET(n, &cpu);
}
return sched_setaffinity(tid, sizeof(cpu), &cpu);
#else
return -1;
#endif
}
int set_file_descriptor_limit(uint64_t limit_val) {
struct rlimit limit;
int status;
if ((status = getrlimit(RLIMIT_NOFILE, &limit)) < 0)
return status;
limit.rlim_cur = limit_val;
if ((status = setrlimit(RLIMIT_NOFILE, &limit)) < 0)
return status;
return 0;
}
std::string read_file(const std::string& fn) {
std::ifstream f(fn, std::ios::binary | std::ios::in);
if (f.is_open()) {
f.seekg(0, std::ios::end);
std::streamsize size = f.tellg();
// seekg and tellg on a directory doesn't return pos_type(-1) but max(streamsize)
if (f.good() && size > 0 && size < std::numeric_limits<std::streamsize>::max()) {
std::string result(size, '\0');
f.seekg(0, std::ios::beg);
f.read(result.data(), size);
// return either good() or has reached end-of-file (e.g. /sys/power/wakeup_count)
if (f.good() || f.eof()) {
result.resize(f.gcount());
return result;
}
}
// fallback for files created on read, e.g. procfs
std::stringstream buffer;
buffer << f.rdbuf();
return buffer.str();
}
return std::string();
}
std::map<std::string, std::string> read_files_in_dir(const std::string &path) {
std::map<std::string, std::string> ret;
DIR *d = opendir(path.c_str());
if (!d) return ret;
struct dirent *de = NULL;
while ((de = readdir(d))) {
if (de->d_type != DT_DIR) {
ret[de->d_name] = util::read_file(path + "/" + de->d_name);
}
}
closedir(d);
return ret;
}
int write_file(const char* path, const void* data, size_t size, int flags, mode_t mode) {
int fd = HANDLE_EINTR(open(path, flags, mode));
if (fd == -1) {
return -1;
}
ssize_t n = HANDLE_EINTR(write(fd, data, size));
close(fd);
return (n >= 0 && (size_t)n == size) ? 0 : -1;
}
FILE* safe_fopen(const char* filename, const char* mode) {
FILE* fp = NULL;
do {
fp = fopen(filename, mode);
} while ((nullptr == fp) && (errno == EINTR));
return fp;
}
size_t safe_fwrite(const void* ptr, size_t size, size_t count, FILE* stream) {
size_t written = 0;
do {
size_t ret = ::fwrite((void*)((char *)ptr + written * size), size, count - written, stream);
if (ret == 0 && errno != EINTR) break;
written += ret;
} while (written != count);
return written;
}
int safe_fflush(FILE *stream) {
int ret = EOF;
do {
ret = fflush(stream);
} while ((EOF == ret) && (errno == EINTR));
return ret;
}
int safe_ioctl(int fd, unsigned long request, void *argp, const char* exception_msg) {
int ret;
do {
ret = ioctl(fd, request, argp);
} while ((ret == -1) && (errno == EINTR));
if (ret == -1 && exception_msg) {
LOGE("safe_ioctl error: %s %s(%d) (fd: %d request: %lx argp: %p)", exception_msg, strerror(errno), errno, fd, request, argp);
throw std::runtime_error(exception_msg);
}
return ret;
}
std::string readlink(const std::string &path) {
char buff[4096];
ssize_t len = ::readlink(path.c_str(), buff, sizeof(buff)-1);
if (len != -1) {
buff[len] = '\0';
return std::string(buff);
}
return "";
}
bool file_exists(const std::string& fn) {
struct stat st = {};
return stat(fn.c_str(), &st) != -1;
}
static bool createDirectory(std::string dir, mode_t mode) {
auto verify_dir = [](const std::string& dir) -> bool {
struct stat st = {};
return (stat(dir.c_str(), &st) == 0 && (st.st_mode & S_IFMT) == S_IFDIR);
};
// remove trailing /'s
while (dir.size() > 1 && dir.back() == '/') {
dir.pop_back();
}
// try to mkdir this directory
if (mkdir(dir.c_str(), mode) == 0) return true;
if (errno == EEXIST) return verify_dir(dir);
if (errno != ENOENT) return false;
// mkdir failed because the parent dir doesn't exist, so try to create it
size_t slash = dir.rfind('/');
if ((slash == std::string::npos || slash < 1) ||
!createDirectory(dir.substr(0, slash), mode)) {
return false;
}
// try again
if (mkdir(dir.c_str(), mode) == 0) return true;
return errno == EEXIST && verify_dir(dir);
}
bool create_directories(const std::string& dir, mode_t mode) {
if (dir.empty()) return false;
return createDirectory(dir, mode);
}
std::string getenv(const char* key, std::string default_val) {
const char* val = ::getenv(key);
return val ? val : default_val;
}
int getenv(const char* key, int default_val) {
const char* val = ::getenv(key);
return val ? atoi(val) : default_val;
}
float getenv(const char* key, float default_val) {
const char* val = ::getenv(key);
return val ? atof(val) : default_val;
}
std::string hexdump(const uint8_t* in, const size_t size) {
std::stringstream ss;
ss << std::hex << std::setfill('0');
for (size_t i = 0; i < size; i++) {
ss << std::setw(2) << static_cast<unsigned int>(in[i]);
}
return ss.str();
}
int random_int(int min, int max) {
std::random_device dev;
std::mt19937 rng(dev());
std::uniform_int_distribution<std::mt19937::result_type> dist(min, max);
return dist(rng);
}
std::string random_string(std::string::size_type length) {
const std::string chrs = "0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ";
std::mt19937 rg{std::random_device{}()};
std::uniform_int_distribution<std::string::size_type> pick(0, chrs.length() - 1);
std::string s;
s.reserve(length);
while (length--) {
s += chrs[pick(rg)];
}
return s;
}
bool starts_with(const std::string &s1, const std::string &s2) {
return strncmp(s1.c_str(), s2.c_str(), s2.size()) == 0;
}
bool ends_with(const std::string& s, const std::string& suffix) {
return s.size() >= suffix.size() &&
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) {
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;
std::unique_ptr<FILE, decltype(&pclose)> pipe(popen(command.c_str(), "r"), pclose);
if (!pipe) {
return "";
}
while (fgets(buffer, std::size(buffer), pipe.get()) != nullptr) {
result += std::string(buffer);
}
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
+1
View File
@@ -36,6 +36,7 @@ const double MS_TO_KPH = 3.6;
const double MS_TO_MPH = MS_TO_KPH * KM_TO_MILE; const double MS_TO_MPH = MS_TO_KPH * KM_TO_MILE;
const double METER_TO_MILE = KM_TO_MILE / 1000.0; const double METER_TO_MILE = KM_TO_MILE / 1000.0;
const double METER_TO_FOOT = 3.28084; const double METER_TO_FOOT = 3.28084;
const double METER_TO_KM = 1. / 1000.0;
#define ALIGNED_SIZE(x, align) (((x) + (align)-1) & ~((align)-1)) #define ALIGNED_SIZE(x, align) (((x) + (align)-1) & ~((align)-1))
-118
View File
@@ -1,118 +0,0 @@
import io
import os
import tempfile
import contextlib
import subprocess
import time
import functools
from subprocess import Popen, PIPE, TimeoutExpired
import zstandard as zstd
from openpilot.common.swaglog import cloudlog
LOG_COMPRESSION_LEVEL = 10 # little benefit up to level 15. level ~17 is a small step change
class CallbackReader:
"""Wraps a file, but overrides the read method to also
call a callback function with the number of bytes read so far."""
def __init__(self, f, callback, *args):
self.f = f
self.callback = callback
self.cb_args = args
self.total_read = 0
def __getattr__(self, attr):
return getattr(self.f, attr)
def read(self, *args, **kwargs):
chunk = self.f.read(*args, **kwargs)
self.total_read += len(chunk)
self.callback(*self.cb_args, self.total_read)
return chunk
@contextlib.contextmanager
def atomic_write(path: str, mode: str = 'w', buffering: int = -1, encoding: str | None = None, newline: str | None = None,
overwrite: bool = False):
"""Write to a file atomically using a temporary file in the same directory as the destination file."""
dir_name = os.path.dirname(path)
if not overwrite and os.path.exists(path):
raise FileExistsError(f"File '{path}' already exists. To overwrite it, set 'overwrite' to True.")
with tempfile.NamedTemporaryFile(mode=mode, buffering=buffering, encoding=encoding, newline=newline, dir=dir_name, delete=False) as tmp_file:
yield tmp_file
tmp_file_name = tmp_file.name
os.replace(tmp_file_name, path)
def get_upload_stream(filepath: str, should_compress: bool) -> tuple[io.BufferedIOBase, int]:
if not should_compress:
file_size = os.path.getsize(filepath)
file_stream = open(filepath, "rb")
return file_stream, file_size
# Compress the file on the fly
compressed_stream = io.BytesIO()
compressor = zstd.ZstdCompressor(level=LOG_COMPRESSION_LEVEL)
with open(filepath, "rb") as f:
compressor.copy_stream(f, compressed_stream)
compressed_size = compressed_stream.tell()
compressed_stream.seek(0)
return compressed_stream, compressed_size
# remove all keys that end in DEPRECATED
def strip_deprecated_keys(d):
for k in list(d.keys()):
if isinstance(k, str):
if k.endswith('DEPRECATED'):
d.pop(k)
elif isinstance(d[k], dict):
strip_deprecated_keys(d[k])
return d
def run_cmd(cmd: list[str], cwd=None, env=None) -> str:
return subprocess.check_output(cmd, encoding='utf8', cwd=cwd, env=env).strip()
def run_cmd_default(cmd: list[str], default: str = "", cwd=None, env=None) -> str:
try:
return run_cmd(cmd, cwd=cwd, env=env)
except subprocess.CalledProcessError:
return default
@contextlib.contextmanager
def managed_proc(cmd: list[str], env: dict[str, str]):
proc = Popen(cmd, env=env, stdout=PIPE, stderr=PIPE)
try:
yield proc
finally:
if proc.poll() is None:
proc.terminate()
try:
proc.wait(timeout=5)
except TimeoutExpired:
proc.kill()
def retry(attempts=3, delay=1.0, ignore_failure=False):
def decorator(func):
@functools.wraps(func)
def wrapper(*args, **kwargs):
for _ in range(attempts):
try:
return func(*args, **kwargs)
except Exception:
cloudlog.exception(f"{func.__name__} failed, trying again")
time.sleep(delay)
if ignore_failure:
cloudlog.error(f"{func.__name__} failed after retry")
else:
raise Exception(f"{func.__name__} failed after retry")
return wrapper
return decorator
+1 -1
View File
@@ -1 +1 @@
#define COMMA_VERSION "0.10.3" #define COMMA_VERSION "0.10.1"
+5
View File
@@ -0,0 +1,5 @@
#pragma once
#include <cstdint>
bool watchdog_kick(uint64_t ts);
+22
View File
@@ -0,0 +1,22 @@
import os
import time
import struct
from openpilot.system.hardware.hw import Paths
WATCHDOG_FN = f"{Paths.shm_path()}/wd_"
_LAST_KICK = 0.0
def kick_watchdog():
global _LAST_KICK
current_time = time.monotonic()
if current_time - _LAST_KICK < 1.0:
return
try:
with open(f"{WATCHDOG_FN}{os.getpid()}", 'wb') as f:
f.write(struct.pack('<Q', int(current_time * 1e9)))
f.flush()
_LAST_KICK = current_time
except OSError:
pass
File diff suppressed because it is too large Load Diff
+1
View File
@@ -17,6 +17,7 @@ collect_ignore = [
collect_ignore_glob = [ collect_ignore_glob = [
"selfdrive/debug/*.py", "selfdrive/debug/*.py",
"selfdrive/modeld/*.py", "selfdrive/modeld/*.py",
"sunnypilot/modeld*/*.py",
] ]
+356 -340
View File
@@ -4,352 +4,368 @@
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. 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.
# 325 Supported Cars # 339 Supported Cars
|Make|Model|Supported Package|ACC|No ACC accel below|No ALC below|Steering Torque|Resume from stop|<a href="##"><img width=2000></a>Hardware Needed<br>&nbsp;|Video|Setup Video| |Make|Model|Supported Package|ACC|No ACC accel below|No ALC below|Steering Torque|Resume from stop|<a href="##"><img width=2000></a>Hardware Needed<br>&nbsp;|Video|Setup Video|
|---|---|---|:---:|:---:|:---:|:---:|:---:|:---:|:---:|:---:| |---|---|---|:---:|:---:|:---:|:---:|:---:|:---:|:---:|:---:|
|Acura|ILX 2016-18|Technology Plus Package or 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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Acura ILX 2016-18">Buy Here</a></sub></details>||| |Acura|ILX 2016-18|Technology Plus Package or 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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Acura ILX 2016-18">Buy Here</a></sub></details>|||
|Acura|ILX 2019|All|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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Acura ILX 2019">Buy Here</a></sub></details>||| |Acura|ILX 2019|All|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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Acura ILX 2019">Buy Here</a></sub></details>|||
|Acura|MDX 2025|All except Type S|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Acura MDX 2025">Buy Here</a></sub></details>||| |Acura|MDX 2025|All except Type S|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Acura MDX 2025">Buy Here</a></sub></details>|||
|Acura|RDX 2016-18|AcuraWatch Plus or Advance Package|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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Acura RDX 2016-18">Buy Here</a></sub></details>||| |Acura|RDX 2016-18|AcuraWatch Plus or Advance Package|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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Acura 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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Acura RDX 2019-21">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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Acura RDX 2019-21">Buy Here</a></sub></details>|||
|Acura|TLX 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Acura TLX 2021">Buy Here</a></sub></details>||| |Audi|A3 2014-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Audi A3 2014-19">Buy Here</a></sub></details>|||
|Audi|A3 2014-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi A3 2014-19">Buy Here</a></sub></details>||| |Audi|A3 Sportback e-tron 2017-18|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Audi A3 Sportback e-tron 2017-18">Buy Here</a></sub></details>|||
|Audi|A3 Sportback e-tron 2017-18|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi A3 Sportback e-tron 2017-18">Buy Here</a></sub></details>||| |Audi|Q2 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Audi Q2 2018">Buy Here</a></sub></details>|||
|Audi|Q2 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi Q2 2018">Buy Here</a></sub></details>||| |Audi|Q3 2019-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Audi Q3 2019-24">Buy Here</a></sub></details>|||
|Audi|Q3 2019-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi Q3 2019-24">Buy Here</a></sub></details>||| |Audi|RS3 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Audi RS3 2018">Buy Here</a></sub></details>|||
|Audi|RS3 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi RS3 2018">Buy Here</a></sub></details>||| |Audi|S3 2015-17|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Audi S3 2015-17">Buy Here</a></sub></details>|||
|Audi|S3 2015-17|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi S3 2015-17">Buy Here</a></sub></details>||| |Chevrolet|Bolt EUV 2022-23|Premier or Premier Redline Trim without Super Cruise Package|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Bolt EUV 2022-23">Buy Here</a></sub></details>|<a href="https://youtu.be/xvwzGMUA210" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Chevrolet|Bolt EUV 2022-23|Premier or Premier Redline Trim, without Super Cruise Package|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Bolt EUV 2022-23">Buy Here</a></sub></details>|<a href="https://youtu.be/xvwzGMUA210" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Chevrolet|Bolt EV 2022-23|2LT Trim with Adaptive Cruise Control Package|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Bolt EV 2022-23">Buy Here</a></sub></details>|||
|Chevrolet|Bolt EV 2022-23|2LT Trim with Adaptive Cruise Control Package|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Bolt EV 2022-23">Buy Here</a></sub></details>||| |Chevrolet|Bolt EV Non-ACC 2017|Adaptive Cruise Control (ACC)|Stock|24 mph|7 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?harness=Chevrolet Bolt EV Non-ACC 2017">Buy Here</a></sub></details>|||
|Chevrolet|Equinox 2019-22|Adaptive Cruise Control (ACC)|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Equinox 2019-22">Buy Here</a></sub></details>||| |Chevrolet|Bolt EV Non-ACC 2018-21|Adaptive Cruise Control (ACC)|Stock|24 mph|7 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?harness=Chevrolet Bolt EV Non-ACC 2018-21">Buy Here</a></sub></details>|||
|Chevrolet|Silverado 1500 2020-21|Safety Package II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Silverado 1500 2020-21">Buy Here</a></sub></details>||| |Chevrolet|Equinox 2019-22|Adaptive Cruise Control (ACC)|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Equinox 2019-22">Buy Here</a></sub></details>|||
|Chevrolet|Trailblazer 2021-22|Adaptive Cruise Control (ACC)|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Trailblazer 2021-22">Buy Here</a></sub></details>||| |Chevrolet|Malibu Non-ACC 2016-23|Adaptive Cruise Control (ACC)|Stock|24 mph|7 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?harness=Chevrolet Malibu Non-ACC 2016-23">Buy Here</a></sub></details>|||
|Chrysler|Pacifica 2017-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica 2017-18">Buy Here</a></sub></details>||| |Chevrolet|Silverado 1500 2020-21|Safety Package II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Silverado 1500 2020-21">Buy Here</a></sub></details>|||
|Chrysler|Pacifica 2019-20|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica 2019-20">Buy Here</a></sub></details>||| |Chevrolet|Trailblazer 2021-22|Adaptive Cruise Control (ACC)|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Trailblazer 2021-22">Buy Here</a></sub></details>|||
|Chrysler|Pacifica 2021-23|All|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica 2021-23">Buy Here</a></sub></details>||| |Chrysler|Pacifica 2017-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica 2017-18">Buy Here</a></sub></details>|||
|Chrysler|Pacifica Hybrid 2017-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica Hybrid 2017-18">Buy Here</a></sub></details>||| |Chrysler|Pacifica 2019-20|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica 2019-20">Buy Here</a></sub></details>|||
|Chrysler|Pacifica Hybrid 2019-25|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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica Hybrid 2019-25">Buy Here</a></sub></details>||| |Chrysler|Pacifica 2021-23|All|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica 2021-23">Buy Here</a></sub></details>|||
|Chrysler|Pacifica Hybrid 2017-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica Hybrid 2017-18">Buy Here</a></sub></details>|||
|Chrysler|Pacifica Hybrid 2019-25|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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica Hybrid 2019-25">Buy Here</a></sub></details>|||
|comma|body|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|None|<a href="https://youtu.be/VT-i3yRsX2s?t=2736" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |comma|body|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|None|<a href="https://youtu.be/VT-i3yRsX2s?t=2736" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|CUPRA|Ateca 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=CUPRA Ateca 2018-23">Buy Here</a></sub></details>||| |CUPRA|Ateca 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=CUPRA Ateca 2018-23">Buy Here</a></sub></details>|||
|Dodge|Durango 2020-21|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Dodge Durango 2020-21">Buy Here</a></sub></details>||| |Dodge|Durango 2020-21|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Dodge Durango 2020-21">Buy Here</a></sub></details>|||
|Ford|Bronco Sport 2021-24|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Bronco Sport 2021-24">Buy Here</a></sub></details>||| |Ford|Bronco Sport 2021-24|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Bronco Sport 2021-24">Buy Here</a></sub></details>|||
|Ford|Escape 2020-22|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape 2020-22">Buy Here</a></sub></details>||| |Ford|Escape 2020-22|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape 2020-22">Buy Here</a></sub></details>|||
|Ford|Escape 2023-24|Co-Pilot360 Assist+|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape 2023-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>| |Ford|Escape 2023-24|Co-Pilot360 Assist+|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape 2023-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
|Ford|Escape Hybrid 2020-22|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape Hybrid 2020-22">Buy Here</a></sub></details>||| |Ford|Escape Hybrid 2020-22|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape Hybrid 2020-22">Buy Here</a></sub></details>|||
|Ford|Escape Hybrid 2023-24|Co-Pilot360 Assist+|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape Hybrid 2023-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>| |Ford|Escape Hybrid 2023-24|Co-Pilot360 Assist+|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape Hybrid 2023-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
|Ford|Escape Plug-in Hybrid 2020-22|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape Plug-in Hybrid 2020-22">Buy Here</a></sub></details>||| |Ford|Escape Plug-in Hybrid 2020-22|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape Plug-in Hybrid 2020-22">Buy Here</a></sub></details>|||
|Ford|Escape Plug-in Hybrid 2023-24|Co-Pilot360 Assist+|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape Plug-in Hybrid 2023-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>| |Ford|Escape Plug-in Hybrid 2023-24|Co-Pilot360 Assist+|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape Plug-in Hybrid 2023-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
|Ford|Expedition 2022-24|Co-Pilot360 Assist 2.0|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Expedition 2022-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=MewJc9LYp9M" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>| |Ford|Expedition 2022-24|Co-Pilot360 Assist 2.0|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Expedition 2022-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=MewJc9LYp9M" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
|Ford|Explorer 2020-24|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Explorer 2020-24">Buy Here</a></sub></details>||| |Ford|Explorer 2020-24|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Explorer 2020-24">Buy Here</a></sub></details>|||
|Ford|Explorer Hybrid 2020-24|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Explorer Hybrid 2020-24">Buy Here</a></sub></details>||| |Ford|Explorer Hybrid 2020-24|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Explorer Hybrid 2020-24">Buy Here</a></sub></details>|||
|Ford|F-150 2021-23|Co-Pilot360 Assist 2.0|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford F-150 2021-23">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=MewJc9LYp9M" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>| |Ford|F-150 2021-23|Co-Pilot360 Assist 2.0|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford F-150 2021-23">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=MewJc9LYp9M" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
|Ford|F-150 Hybrid 2021-23|Co-Pilot360 Assist 2.0|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford F-150 Hybrid 2021-23">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=MewJc9LYp9M" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>| |Ford|F-150 Hybrid 2021-23|Co-Pilot360 Assist 2.0|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford F-150 Hybrid 2021-23">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=MewJc9LYp9M" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
|Ford|Focus 2018[<sup>2</sup>](#footnotes)|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Focus 2018">Buy Here</a></sub></details>||| |Ford|Focus 2018[<sup>3</sup>](#footnotes)|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Focus 2018">Buy Here</a></sub></details>|||
|Ford|Focus Hybrid 2018[<sup>2</sup>](#footnotes)|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Focus Hybrid 2018">Buy Here</a></sub></details>||| |Ford|Focus Hybrid 2018[<sup>3</sup>](#footnotes)|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Focus Hybrid 2018">Buy Here</a></sub></details>|||
|Ford|Kuga 2020-23|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga 2020-23">Buy Here</a></sub></details>||| |Ford|Kuga 2020-23|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga 2020-23">Buy Here</a></sub></details>|||
|Ford|Kuga Hybrid 2020-23|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga Hybrid 2020-23">Buy Here</a></sub></details>||| |Ford|Kuga Hybrid 2020-23|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga Hybrid 2020-23">Buy Here</a></sub></details>|||
|Ford|Kuga Hybrid 2024|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 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga Hybrid 2024">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>| |Ford|Kuga Hybrid 2024|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 Ford Q4 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga Hybrid 2024">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
|Ford|Kuga Plug-in Hybrid 2020-23|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga Plug-in Hybrid 2020-23">Buy Here</a></sub></details>||| |Ford|Kuga Plug-in Hybrid 2020-23|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga Plug-in Hybrid 2020-23">Buy Here</a></sub></details>|||
|Ford|Kuga Plug-in Hybrid 2024|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 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga Plug-in Hybrid 2024">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>| |Ford|Kuga Plug-in Hybrid 2024|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 Ford Q4 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga Plug-in Hybrid 2024">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
|Ford|Maverick 2022|LARIAT Luxury|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Maverick 2022">Buy Here</a></sub></details>||| |Ford|Maverick 2022|LARIAT Luxury|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Maverick 2022">Buy Here</a></sub></details>|||
|Ford|Maverick 2023-24|Co-Pilot360 Assist|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Maverick 2023-24">Buy Here</a></sub></details>||| |Ford|Maverick 2023-24|Co-Pilot360 Assist|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Maverick 2023-24">Buy Here</a></sub></details>|||
|Ford|Maverick Hybrid 2022|LARIAT Luxury|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Maverick Hybrid 2022">Buy Here</a></sub></details>||| |Ford|Maverick Hybrid 2022|LARIAT Luxury|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Maverick Hybrid 2022">Buy Here</a></sub></details>|||
|Ford|Maverick Hybrid 2023-24|Co-Pilot360 Assist|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Maverick Hybrid 2023-24">Buy Here</a></sub></details>||| |Ford|Maverick Hybrid 2023-24|Co-Pilot360 Assist|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Maverick Hybrid 2023-24">Buy Here</a></sub></details>|||
|Ford|Mustang Mach-E 2021-24|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 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Mustang Mach-E 2021-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>| |Ford|Mustang Mach-E 2021-24|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 Ford Q4 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Mustang Mach-E 2021-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
|Ford|Ranger 2024|Adaptive Cruise Control with Lane Centering|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Ranger 2024">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>| |Ford|Ranger 2024|Adaptive Cruise Control with Lane Centering|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Ranger 2024">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
|Genesis|G70 2018|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G70 2018">Buy Here</a></sub></details>||| |Genesis|G70 2018|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G70 2018">Buy Here</a></sub></details>|||
|Genesis|G70 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G70 2019-21">Buy Here</a></sub></details>||| |Genesis|G70 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G70 2019-21">Buy Here</a></sub></details>|||
|Genesis|G70 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G70 2022-23">Buy Here</a></sub></details>||| |Genesis|G70 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G70 2022-23">Buy Here</a></sub></details>|||
|Genesis|G80 2017|All|Stock|19 mph|37 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai J connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G80 2017">Buy Here</a></sub></details>||| |Genesis|G80 2017|All|Stock|19 mph|37 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai J connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G80 2017">Buy Here</a></sub></details>|||
|Genesis|G80 2018-19|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G80 2018-19">Buy Here</a></sub></details>||| |Genesis|G80 2018-19|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G80 2018-19">Buy Here</a></sub></details>|||
|Genesis|G80 (2.5T Advanced Trim, with HDA II) 2024|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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G80 (2.5T Advanced Trim, with HDA II) 2024">Buy Here</a></sub></details>||| |Genesis|G80 (2.5T Advanced Trim, with HDA II) 2024[<sup>6</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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G80 (2.5T Advanced Trim, with HDA II) 2024">Buy Here</a></sub></details>|||
|Genesis|G90 2017-20|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G90 2017-20">Buy Here</a></sub></details>||| |Genesis|G90 2017-20|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G90 2017-20">Buy Here</a></sub></details>|||
|Genesis|GV60 (Advanced Trim) 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV60 (Advanced Trim) 2023">Buy Here</a></sub></details>||| |Genesis|GV60 (Advanced Trim) 2023[<sup>6</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV60 (Advanced Trim) 2023">Buy Here</a></sub></details>|||
|Genesis|GV60 (Performance Trim) 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV60 (Performance Trim) 2022-23">Buy Here</a></sub></details>||| |Genesis|GV60 (Performance Trim) 2022-23[<sup>6</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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV60 (Performance Trim) 2022-23">Buy Here</a></sub></details>|||
|Genesis|GV70 (2.5T Trim, without HDA II) 2022-24|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 Hyundai L connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV70 (2.5T Trim, without HDA II) 2022-24">Buy Here</a></sub></details>||| |Genesis|GV70 (2.5T Trim, without HDA II) 2022-24[<sup>6</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 L connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV70 (2.5T Trim, without HDA II) 2022-24">Buy Here</a></sub></details>|||
|Genesis|GV70 (3.5T Trim, without HDA II) 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai M connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV70 (3.5T Trim, without HDA II) 2022-23">Buy Here</a></sub></details>||| |Genesis|GV70 (3.5T Trim, without HDA II) 2022-23[<sup>6</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 M connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV70 (3.5T Trim, without HDA II) 2022-23">Buy Here</a></sub></details>|||
|Genesis|GV70 Electrified (Australia Only) 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 Q connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV70 Electrified (Australia Only) 2022">Buy Here</a></sub></details>||| |Genesis|GV70 Electrified (Australia Only) 2022[<sup>6</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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV70 Electrified (Australia Only) 2022">Buy Here</a></sub></details>|||
|Genesis|GV70 Electrified (with HDA II) 2023-24|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV70 Electrified (with HDA II) 2023-24">Buy Here</a></sub></details>||| |Genesis|GV70 Electrified (with HDA II) 2023-24[<sup>6</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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV70 Electrified (with HDA II) 2023-24">Buy Here</a></sub></details>|||
|Genesis|GV80 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai M connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV80 2023">Buy Here</a></sub></details>||| |Genesis|GV80 2023[<sup>6</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 M connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis 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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=GMC 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>|| |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?harness=GMC Sierra 1500 2020-21">Buy Here</a></sub></details>|<a href="https://youtu.be/5HbNoBLzRwE" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Honda|Accord 2018-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Accord 2018-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=mrUwlj3Mi58" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Honda|Accord 2018-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Accord 2018-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=mrUwlj3Mi58" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Honda|Accord 2023-25|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Accord 2023-25">Buy Here</a></sub></details>||| |Honda|Accord 2023-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Accord 2023-25">Buy Here</a></sub></details>|||
|Honda|Accord Hybrid 2018-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Accord Hybrid 2018-22">Buy Here</a></sub></details>||| |Honda|Accord Hybrid 2018-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Accord Hybrid 2018-22">Buy Here</a></sub></details>|||
|Honda|Accord Hybrid 2023-25|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Accord Hybrid 2023-25">Buy Here</a></sub></details>||| |Honda|Accord Hybrid 2023-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Accord Hybrid 2023-25">Buy Here</a></sub></details>|||
|Honda|City (Brazil only) 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|14 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda City (Brazil only) 2023">Buy Here</a></sub></details>||| |Honda|City (Brazil only) 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|14 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda City (Brazil only) 2023">Buy Here</a></sub></details>|||
|Honda|Civic 2016-18|Honda Sensing|openpilot|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic 2016-18">Buy Here</a></sub></details>|<a href="https://youtu.be/-IkImTe1NYE" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Honda|Civic 2016-18|Honda Sensing|openpilot|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic 2016-18">Buy Here</a></sub></details>|<a href="https://youtu.be/-IkImTe1NYE" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Honda|Civic 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|2 mph[<sup>4</sup>](#footnotes)|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=4Iz1Mz5LGF8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Honda|Civic 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|2 mph[<sup>5</sup>](#footnotes)|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=4Iz1Mz5LGF8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Honda|Civic 2022-24|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 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic 2022-24">Buy Here</a></sub></details>|<a href="https://youtu.be/ytiOT5lcp6Q" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Honda|Civic 2022-24|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 Honda Bosch B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic 2022-24">Buy Here</a></sub></details>|<a href="https://youtu.be/ytiOT5lcp6Q" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Honda|Civic Hatchback 2017-18|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback 2017-18">Buy Here</a></sub></details>||| |Honda|Civic Hatchback 2017-18|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback 2017-18">Buy Here</a></sub></details>|||
|Honda|Civic Hatchback 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback 2019-21">Buy Here</a></sub></details>||| |Honda|Civic Hatchback 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback 2019-21">Buy Here</a></sub></details>|||
|Honda|Civic Hatchback 2022-24|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 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback 2022-24">Buy Here</a></sub></details>|<a href="https://youtu.be/ytiOT5lcp6Q" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Honda|Civic Hatchback 2022-24|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 Honda Bosch B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback 2022-24">Buy Here</a></sub></details>|<a href="https://youtu.be/ytiOT5lcp6Q" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Honda|Civic Hatchback Hybrid 2025-26|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback Hybrid 2025-26">Buy Here</a></sub></details>||| |Honda|Civic Hatchback Hybrid 2025-26|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback Hybrid 2025-26">Buy Here</a></sub></details>|||
|Honda|Civic Hatchback Hybrid (Europe only) 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback Hybrid (Europe only) 2023">Buy Here</a></sub></details>||| |Honda|Civic Hatchback Hybrid (Europe only) 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback Hybrid (Europe only) 2023">Buy Here</a></sub></details>|||
|Honda|Civic Hybrid 2025-26|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hybrid 2025-26">Buy Here</a></sub></details>||| |Honda|Civic Hybrid 2025|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hybrid 2025">Buy Here</a></sub></details>|||
|Honda|CR-V 2015-16|Touring Trim|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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda CR-V 2015-16">Buy Here</a></sub></details>||| |Honda|Clarity 2018-21|Honda Sensing|openpilot|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector + Honda Clarity Proxy Board<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://shop.retropilot.org/product/honda-clarity-proxy-board-kit">Buy Here</a></sub></details>|||
|Honda|CR-V 2017-22|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|15 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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda CR-V 2017-22">Buy Here</a></sub></details>||| |Honda|CR-V 2015-16|Touring Trim|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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda CR-V 2015-16">Buy Here</a></sub></details>|||
|Honda|CR-V 2023-26|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda CR-V 2023-26">Buy Here</a></sub></details>||| |Honda|CR-V 2017-22|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|15 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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda CR-V 2017-22">Buy Here</a></sub></details>|||
|Honda|CR-V Hybrid 2017-22|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda CR-V Hybrid 2017-22">Buy Here</a></sub></details>||| |Honda|CR-V 2023-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda CR-V 2023-25">Buy Here</a></sub></details>|||
|Honda|CR-V Hybrid 2023-25|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda CR-V Hybrid 2023-25">Buy Here</a></sub></details>||| |Honda|CR-V Hybrid 2017-22|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda CR-V Hybrid 2017-22">Buy Here</a></sub></details>|||
|Honda|e 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda e 2020">Buy Here</a></sub></details>||| |Honda|CR-V Hybrid 2023-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda CR-V Hybrid 2023-25">Buy Here</a></sub></details>|||
|Honda|Fit 2018-20|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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Fit 2018-20">Buy Here</a></sub></details>||| |Honda|e 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda e 2020">Buy Here</a></sub></details>|||
|Honda|Freed 2020|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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Freed 2020">Buy Here</a></sub></details>||| |Honda|Fit 2018-20|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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Fit 2018-20">Buy Here</a></sub></details>|||
|Honda|HR-V 2019-22|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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda HR-V 2019-22">Buy Here</a></sub></details>||| |Honda|Freed 2020|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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Freed 2020">Buy Here</a></sub></details>|||
|Honda|HR-V 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 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda HR-V 2023-25">Buy Here</a></sub></details>||| |Honda|HR-V 2019-22|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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda HR-V 2019-22">Buy Here</a></sub></details>|||
|Honda|Insight 2019-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Insight 2019-22">Buy Here</a></sub></details>||| |Honda|HR-V 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 Honda Bosch B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda HR-V 2023-25">Buy Here</a></sub></details>|||
|Honda|Inspire 2018|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Inspire 2018">Buy Here</a></sub></details>||| |Honda|Insight 2019-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Insight 2019-22">Buy Here</a></sub></details>|||
|Honda|N-Box 2018|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|11 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda N-Box 2018">Buy Here</a></sub></details>||| |Honda|Inspire 2018|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Inspire 2018">Buy Here</a></sub></details>|||
|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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Odyssey 2018-20">Buy Here</a></sub></details>||| |Honda|N-Box 2018|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|11 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda N-Box 2018">Buy Here</a></sub></details>|||
|Honda|Odyssey 2021-26|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|43 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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Odyssey 2021-26">Buy Here</a></sub></details>||| |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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Odyssey 2018-20">Buy Here</a></sub></details>|||
|Honda|Passport 2019-25|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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Passport 2019-25">Buy Here</a></sub></details>||| |Honda|Odyssey 2021-25|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|43 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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Odyssey 2021-25">Buy Here</a></sub></details>|||
|Honda|Passport 2026|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Passport 2026">Buy Here</a></sub></details>||| |Honda|Passport 2019-25|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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Passport 2019-25">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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Pilot 2016-22">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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Pilot 2016-22">Buy Here</a></sub></details>|||
|Honda|Pilot 2023-25|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Pilot 2023-25">Buy Here</a></sub></details>||| |Honda|Pilot 2023-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Pilot 2023-25">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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Ridgeline 2017-25">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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Ridgeline 2017-25">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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Azera 2022">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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai 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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Azera Hybrid 2019">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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai 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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Azera Hybrid 2020">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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Azera Hybrid 2020">Buy Here</a></sub></details>|||
|Hyundai|Custin 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Custin 2023">Buy Here</a></sub></details>||| |Hyundai|Custin 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Custin 2023">Buy Here</a></sub></details>|||
|Hyundai|Elantra 2017-18|Smart Cruise Control (SCC)|Stock|19 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra 2017-18">Buy Here</a></sub></details>||| |Hyundai|Elantra 2017-18|Smart Cruise Control (SCC)|Stock|19 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai 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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra 2019">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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai 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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai 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 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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai 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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra GT 2017-20">Buy Here</a></sub></details>||| |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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra GT 2017-20">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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai 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|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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai 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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Genesis 2015-16">Buy Here</a></sub></details>||| |Hyundai|Elantra Non-SCC 2022|No Smart Cruise Control (Non-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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra Non-SCC 2022">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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai i30 2017-19">Buy Here</a></sub></details>||| |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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Genesis 2015-16">Buy Here</a></sub></details>|||
|Hyundai|Ioniq 5 (Southeast Asia and Europe only) 2022-24|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 Hyundai Q connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq 5 (Southeast Asia and Europe only) 2022-24">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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai i30 2017-19">Buy Here</a></sub></details>|||
|Hyundai|Ioniq 5 (with HDA II) 2022-24|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq 5 (with HDA II) 2022-24">Buy Here</a></sub></details>||| |Hyundai|Ioniq 5 (Southeast Asia and Europe only) 2022-24[<sup>6</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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq 5 (Southeast Asia and Europe only) 2022-24">Buy Here</a></sub></details>|||
|Hyundai|Ioniq 5 (without HDA II) 2022-24|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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq 5 (without HDA II) 2022-24">Buy Here</a></sub></details>||| |Hyundai|Ioniq 5 (with HDA II) 2022-24[<sup>6</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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq 5 (with HDA II) 2022-24">Buy Here</a></sub></details>|||
|Hyundai|Ioniq 6 (with HDA II) 2023-24|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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq 6 (with HDA II) 2023-24">Buy Here</a></sub></details>||| |Hyundai|Ioniq 5 (without HDA II) 2022-24[<sup>6</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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq 5 (without HDA II) 2022-24">Buy Here</a></sub></details>|||
|Hyundai|Ioniq Electric 2019|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq Electric 2019">Buy Here</a></sub></details>||| |Hyundai|Ioniq 6 (with HDA II) 2023-24[<sup>6</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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq 6 (with HDA II) 2023-24">Buy Here</a></sub></details>|||
|Hyundai|Ioniq Electric 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq Electric 2020">Buy Here</a></sub></details>||| |Hyundai|Ioniq Electric 2019|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq Electric 2019">Buy Here</a></sub></details>|||
|Hyundai|Ioniq Hybrid 2017-19|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq Hybrid 2017-19">Buy Here</a></sub></details>||| |Hyundai|Ioniq Electric 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq Electric 2020">Buy Here</a></sub></details>|||
|Hyundai|Ioniq Hybrid 2020-22|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq Hybrid 2020-22">Buy Here</a></sub></details>||| |Hyundai|Ioniq Hybrid 2017-19|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq Hybrid 2017-19">Buy Here</a></sub></details>|||
|Hyundai|Ioniq Plug-in Hybrid 2019|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq Plug-in Hybrid 2019">Buy Here</a></sub></details>||| |Hyundai|Ioniq Hybrid 2020-22|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq Hybrid 2020-22">Buy Here</a></sub></details>|||
|Hyundai|Ioniq Plug-in Hybrid 2020-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq Plug-in Hybrid 2020-22">Buy Here</a></sub></details>||| |Hyundai|Ioniq Plug-in Hybrid 2019|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq Plug-in Hybrid 2019">Buy Here</a></sub></details>|||
|Hyundai|Kona 2020|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|6 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona 2020">Buy Here</a></sub></details>||| |Hyundai|Ioniq Plug-in Hybrid 2020-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq Plug-in Hybrid 2020-22">Buy Here</a></sub></details>|||
|Hyundai|Kona Electric 2018-21|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Electric 2018-21">Buy Here</a></sub></details>||| |Hyundai|Kona 2020|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|6 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona 2020">Buy Here</a></sub></details>|||
|Hyundai|Kona Electric 2022-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai O connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Electric 2022-23">Buy Here</a></sub></details>||| |Hyundai|Kona 2022-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai O connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona 2022-23">Buy Here</a></sub></details>|||
|Hyundai|Kona Electric (with HDA II, Korea only) 2023|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai R connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Electric (with HDA II, Korea only) 2023">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=U2fOCmcQ8hw" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Hyundai|Kona Electric 2018-21|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Electric 2018-21">Buy Here</a></sub></details>|||
|Hyundai|Kona Hybrid 2020|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai I connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Hybrid 2020">Buy Here</a></sub></details>||| |Hyundai|Kona Electric 2022-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai O connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Electric 2022-23">Buy Here</a></sub></details>|||
|Hyundai|Nexo 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Nexo 2021">Buy Here</a></sub></details>||| |Hyundai|Kona Electric (with HDA II, Korea only) 2023[<sup>6</sup>](#footnotes)|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai R connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Electric (with HDA II, Korea only) 2023">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=U2fOCmcQ8hw" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Hyundai|Palisade 2020-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Palisade 2020-22">Buy Here</a></sub></details>|<a href="https://youtu.be/TAnDqjF4fDY?t=456" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Hyundai|Kona Electric Non-SCC 2019|No Smart Cruise Control (Non-SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Electric Non-SCC 2019">Buy Here</a></sub></details>|||
|Hyundai|Santa Cruz 2022-24|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Cruz 2022-24">Buy Here</a></sub></details>||| |Hyundai|Kona Hybrid 2020|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai I connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Hybrid 2020">Buy Here</a></sub></details>|||
|Hyundai|Santa Fe 2019-20|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Fe 2019-20">Buy Here</a></sub></details>|<a href="https://youtu.be/bjDR0YjM__s" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Hyundai|Kona Non-SCC 2019|No Smart Cruise Control (Non-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 B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Non-SCC 2019">Buy Here</a></sub></details>|||
|Hyundai|Santa Fe 2021-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Fe 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/VnHzSTygTS4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Hyundai|Nexo 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Nexo 2021">Buy Here</a></sub></details>|||
|Hyundai|Santa Fe Hybrid 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Fe Hybrid 2022-23">Buy Here</a></sub></details>||| |Hyundai|Palisade 2020-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Palisade 2020-22">Buy Here</a></sub></details>|<a href="https://youtu.be/TAnDqjF4fDY?t=456" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Hyundai|Santa Fe Plug-in Hybrid 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Fe Plug-in Hybrid 2022-23">Buy Here</a></sub></details>||| |Hyundai|Santa Cruz 2022-24[<sup>6</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Cruz 2022-24">Buy Here</a></sub></details>|||
|Hyundai|Sonata 2018-19|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Sonata 2018-19">Buy Here</a></sub></details>||| |Hyundai|Santa Fe 2019-20|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Fe 2019-20">Buy Here</a></sub></details>|<a href="https://youtu.be/bjDR0YjM__s" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Hyundai|Sonata 2020-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Sonata 2020-23">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=ix63r9kE3Fw" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Hyundai|Santa Fe 2021-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Fe 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/VnHzSTygTS4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Hyundai|Sonata Hybrid 2020-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Sonata Hybrid 2020-23">Buy Here</a></sub></details>||| |Hyundai|Santa Fe Hybrid 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Fe Hybrid 2022-23">Buy Here</a></sub></details>|||
|Hyundai|Staria 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Staria 2023">Buy Here</a></sub></details>||| |Hyundai|Santa Fe Plug-in Hybrid 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Fe Plug-in Hybrid 2022-23">Buy Here</a></sub></details>|||
|Hyundai|Tucson 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson 2021">Buy Here</a></sub></details>||| |Hyundai|Sonata 2018-19|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Sonata 2018-19">Buy Here</a></sub></details>|||
|Hyundai|Tucson 2022|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson 2022">Buy Here</a></sub></details>||| |Hyundai|Sonata 2020-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Sonata 2020-23">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=ix63r9kE3Fw" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Hyundai|Tucson 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 Hyundai N connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson 2023-24">Buy Here</a></sub></details>||| |Hyundai|Sonata Hybrid 2020-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Sonata Hybrid 2020-23">Buy Here</a></sub></details>|||
|Hyundai|Tucson Diesel 2019|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson Diesel 2019">Buy Here</a></sub></details>||| |Hyundai|Staria 2023[<sup>6</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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Staria 2023">Buy Here</a></sub></details>|||
|Hyundai|Tucson Hybrid 2022-24|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 Hyundai N connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson Hybrid 2022-24">Buy Here</a></sub></details>||| |Hyundai|Tucson 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson 2021">Buy Here</a></sub></details>|||
|Hyundai|Tucson Plug-in Hybrid 2024|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson Plug-in Hybrid 2024">Buy Here</a></sub></details>||| |Hyundai|Tucson 2022[<sup>6</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson 2022">Buy Here</a></sub></details>|||
|Hyundai|Veloster 2019-20|Smart Cruise Control (SCC)|Stock|5 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Veloster 2019-20">Buy Here</a></sub></details>||| |Hyundai|Tucson 2023-24[<sup>6</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson 2023-24">Buy Here</a></sub></details>|||
|Jeep|Grand Cherokee 2016-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Jeep Grand Cherokee 2016-18">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=eLR9o2JkuRk" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Hyundai|Tucson Diesel 2019|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson Diesel 2019">Buy Here</a></sub></details>|||
|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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Jeep 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>|| |Hyundai|Tucson Hybrid 2022-24[<sup>6</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson Hybrid 2022-24">Buy Here</a></sub></details>|||
|Kia|Carnival 2022-24|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Carnival 2022-24">Buy Here</a></sub></details>||| |Hyundai|Tucson Plug-in Hybrid 2024[<sup>6</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson Plug-in Hybrid 2024">Buy Here</a></sub></details>|||
|Kia|Carnival (China only) 2023|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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Carnival (China only) 2023">Buy Here</a></sub></details>||| |Hyundai|Veloster 2019-20|Smart Cruise Control (SCC)|Stock|5 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Veloster 2019-20">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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Ceed 2019-21">Buy Here</a></sub></details>||| |Jeep|Grand Cherokee 2016-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Jeep Grand Cherokee 2016-18">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=eLR9o2JkuRk" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Kia|EV6 (Southeast Asia only) 2022-24|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 Hyundai P connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia EV6 (Southeast Asia only) 2022-24">Buy Here</a></sub></details>||| |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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Jeep 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|EV6 (with HDA II) 2022-24|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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia EV6 (with HDA II) 2022-24">Buy Here</a></sub></details>||| |Kia|Carnival 2022-24[<sup>6</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Carnival 2022-24">Buy Here</a></sub></details>|||
|Kia|EV6 (without HDA II) 2022-24|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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia EV6 (without HDA II) 2022-24">Buy Here</a></sub></details>||| |Kia|Carnival (China only) 2023[<sup>6</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Carnival (China only) 2023">Buy Here</a></sub></details>|||
|Kia|Forte 2019-21|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|6 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Forte 2019-21">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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Ceed 2019-21">Buy Here</a></sub></details>|||
|Kia|Forte 2022-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Forte 2022-23">Buy Here</a></sub></details>||| |Kia|Ceed Plug-in Hybrid Non-SCC 2022|No Smart Cruise Control (Non-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 I connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Ceed Plug-in Hybrid Non-SCC 2022">Buy Here</a></sub></details>|||
|Kia|K5 2021-24|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia K5 2021-24">Buy Here</a></sub></details>||| |Kia|EV6 (Southeast Asia only) 2022-24[<sup>6</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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia EV6 (Southeast Asia only) 2022-24">Buy Here</a></sub></details>|||
|Kia|K5 Hybrid 2020-22|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia K5 Hybrid 2020-22">Buy Here</a></sub></details>||| |Kia|EV6 (with HDA II) 2022-24[<sup>6</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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia EV6 (with HDA II) 2022-24">Buy Here</a></sub></details>|||
|Kia|K8 Hybrid (with HDA II) 2023|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia K8 Hybrid (with HDA II) 2023">Buy Here</a></sub></details>||| |Kia|EV6 (without HDA II) 2022-24[<sup>6</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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia EV6 (without HDA II) 2022-24">Buy Here</a></sub></details>|||
|Kia|Niro EV 2019|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2019">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Kia|Forte 2019-21|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|6 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Forte 2019-21">Buy Here</a></sub></details>|||
|Kia|Niro EV 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2020">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Kia|Forte 2022-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Forte 2022-23">Buy Here</a></sub></details>|||
|Kia|Niro EV 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2021">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Kia|Forte Non-SCC 2019|No Smart Cruise Control (Non-SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Forte Non-SCC 2019">Buy Here</a></sub></details>|||
|Kia|Niro EV 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2022">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Kia|K5 2021-24|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia K5 2021-24">Buy Here</a></sub></details>|||
|Kia|Niro EV (with HDA II) 2025|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 R connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV (with HDA II) 2025">Buy Here</a></sub></details>||| |Kia|K5 Hybrid 2020-22|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia K5 Hybrid 2020-22">Buy Here</a></sub></details>|||
|Kia|Niro EV (without HDA II) 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 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV (without HDA II) 2023-25">Buy Here</a></sub></details>||| |Kia|K8 Hybrid (with HDA II) 2023[<sup>6</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 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia K8 Hybrid (with HDA II) 2023">Buy Here</a></sub></details>|||
|Kia|Niro Hybrid 2018|Smart Cruise Control (SCC)|Stock|10 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Hybrid 2018">Buy Here</a></sub></details>||| |Kia|Niro EV 2019|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2019">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Kia|Niro Hybrid 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Hybrid 2021">Buy Here</a></sub></details>||| |Kia|Niro EV 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2020">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Kia|Niro Hybrid 2022|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Hybrid 2022">Buy Here</a></sub></details>||| |Kia|Niro EV 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2021">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Kia|Niro Hybrid 2023|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Hybrid 2023">Buy Here</a></sub></details>||| |Kia|Niro EV 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2022">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Kia|Niro Plug-in Hybrid 2018-19|All|Stock|10 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Plug-in Hybrid 2018-19">Buy Here</a></sub></details>||| |Kia|Niro EV (with HDA II) 2025[<sup>6</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 R connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV (with HDA II) 2025">Buy Here</a></sub></details>|||
|Kia|Niro Plug-in Hybrid 2020|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Plug-in Hybrid 2020">Buy Here</a></sub></details>||| |Kia|Niro EV (without HDA II) 2023-25[<sup>6</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV (without HDA II) 2023-25">Buy Here</a></sub></details>|||
|Kia|Niro Plug-in Hybrid 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Plug-in Hybrid 2021">Buy Here</a></sub></details>||| |Kia|Niro Hybrid 2018|Smart Cruise Control (SCC)|Stock|10 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Hybrid 2018">Buy Here</a></sub></details>|||
|Kia|Niro Plug-in Hybrid 2022|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Plug-in Hybrid 2022">Buy Here</a></sub></details>||| |Kia|Niro Hybrid 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Hybrid 2021">Buy Here</a></sub></details>|||
|Kia|Optima 2017|Advanced Smart Cruise Control|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Optima 2017">Buy Here</a></sub></details>||| |Kia|Niro Hybrid 2022|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Hybrid 2022">Buy Here</a></sub></details>|||
|Kia|Optima 2019-20|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Optima 2019-20">Buy Here</a></sub></details>||| |Kia|Niro Hybrid 2023[<sup>6</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Hybrid 2023">Buy Here</a></sub></details>|||
|Kia|Optima Hybrid 2019|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Optima Hybrid 2019">Buy Here</a></sub></details>||| |Kia|Niro Plug-in Hybrid 2018-19|All|Stock|10 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Plug-in Hybrid 2018-19">Buy Here</a></sub></details>|||
|Kia|Seltos 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Seltos 2021">Buy Here</a></sub></details>||| |Kia|Niro Plug-in Hybrid 2020|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Plug-in Hybrid 2020">Buy Here</a></sub></details>|||
|Kia|Sorento 2018|Advanced Smart Cruise Control & LKAS|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento 2018">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Fkh3s6WHJz8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Kia|Niro Plug-in Hybrid 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Plug-in Hybrid 2021">Buy Here</a></sub></details>|||
|Kia|Sorento 2019|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento 2019">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Fkh3s6WHJz8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Kia|Niro Plug-in Hybrid 2022|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Plug-in Hybrid 2022">Buy Here</a></sub></details>|||
|Kia|Sorento 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 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento 2021-23">Buy Here</a></sub></details>||| |Kia|Optima 2017|Advanced Smart Cruise Control|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Optima 2017">Buy Here</a></sub></details>|||
|Kia|Sorento Hybrid 2021-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento Hybrid 2021-23">Buy Here</a></sub></details>||| |Kia|Optima 2019-20|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Optima 2019-20">Buy Here</a></sub></details>|||
|Kia|Sorento Plug-in Hybrid 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento Plug-in Hybrid 2022-23">Buy Here</a></sub></details>||| |Kia|Optima Hybrid 2019|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Optima Hybrid 2019">Buy Here</a></sub></details>|||
|Kia|Sportage 2023-24|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sportage 2023-24">Buy Here</a></sub></details>||| |Kia|Seltos 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Seltos 2021">Buy Here</a></sub></details>|||
|Kia|Sportage Hybrid 2023|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sportage Hybrid 2023">Buy Here</a></sub></details>||| |Kia|Sorento 2018|Advanced Smart Cruise Control & LKAS|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento 2018">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Fkh3s6WHJz8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Kia|Stinger 2018-20|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Stinger 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=MJ94qoofYw0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Kia|Sorento 2019|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento 2019">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Fkh3s6WHJz8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Kia|Stinger 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Stinger 2022-23">Buy Here</a></sub></details>||| |Kia|Sorento 2021-23[<sup>6</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento 2021-23">Buy Here</a></sub></details>|||
|Kia|Telluride 2020-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Telluride 2020-22">Buy Here</a></sub></details>||| |Kia|Sorento Hybrid 2021-23[<sup>6</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento Hybrid 2021-23">Buy Here</a></sub></details>|||
|Lexus|CT Hybrid 2017-18|Lexus Safety System+|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus CT Hybrid 2017-18">Buy Here</a></sub></details>||| |Kia|Sorento Plug-in Hybrid 2022-23[<sup>6</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento Plug-in Hybrid 2022-23">Buy Here</a></sub></details>|||
|Lexus|ES 2017-18|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus ES 2017-18">Buy Here</a></sub></details>||| |Kia|Sportage 2023-24[<sup>6</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sportage 2023-24">Buy Here</a></sub></details>|||
|Lexus|ES 2019-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus ES 2019-25">Buy Here</a></sub></details>||| |Kia|Sportage Hybrid 2023[<sup>6</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sportage Hybrid 2023">Buy Here</a></sub></details>|||
|Lexus|ES Hybrid 2017-18|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus ES Hybrid 2017-18">Buy Here</a></sub></details>||| |Kia|Stinger 2018-20|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Stinger 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=MJ94qoofYw0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Lexus|ES Hybrid 2019-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus ES Hybrid 2019-25">Buy Here</a></sub></details>|<a href="https://youtu.be/BZ29osRVJeg?t=12" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Kia|Stinger 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Stinger 2022-23">Buy Here</a></sub></details>|||
|Lexus|GS F 2016|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus GS F 2016">Buy Here</a></sub></details>||| |Kia|Telluride 2020-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Telluride 2020-22">Buy Here</a></sub></details>|||
|Lexus|IS 2017-19|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus IS 2017-19">Buy Here</a></sub></details>||| |Lexus|CT Hybrid 2017-18|Lexus Safety System+|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus CT Hybrid 2017-18">Buy Here</a></sub></details>|||
|Lexus|IS 2022-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus IS 2022-24">Buy Here</a></sub></details>||| |Lexus|ES 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus ES 2017-18">Buy Here</a></sub></details>|||
|Lexus|LC 2024-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus LC 2024-25">Buy Here</a></sub></details>||| |Lexus|ES 2019-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus ES 2019-25">Buy Here</a></sub></details>|||
|Lexus|NX 2018-19|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus NX 2018-19">Buy Here</a></sub></details>||| |Lexus|ES Hybrid 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus ES Hybrid 2017-18">Buy Here</a></sub></details>|||
|Lexus|NX 2020-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus NX 2020-21">Buy Here</a></sub></details>||| |Lexus|ES Hybrid 2019-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus ES Hybrid 2019-25">Buy Here</a></sub></details>|<a href="https://youtu.be/BZ29osRVJeg?t=12" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Lexus|NX Hybrid 2018-19|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus NX Hybrid 2018-19">Buy Here</a></sub></details>||| |Lexus|GS F 2016|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus GS F 2016">Buy Here</a></sub></details>|||
|Lexus|NX Hybrid 2020-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus NX Hybrid 2020-21">Buy Here</a></sub></details>||| |Lexus|IS 2017-19|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus IS 2017-19">Buy Here</a></sub></details>|||
|Lexus|RC 2018-20|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RC 2018-20">Buy Here</a></sub></details>||| |Lexus|IS 2022-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus IS 2022-24">Buy Here</a></sub></details>|||
|Lexus|RC 2023|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RC 2023">Buy Here</a></sub></details>||| |Lexus|LC 2024-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus LC 2024-25">Buy Here</a></sub></details>|||
|Lexus|RX 2016|Lexus Safety System+|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RX 2016">Buy Here</a></sub></details>||| |Lexus|NX 2018-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus NX 2018-19">Buy Here</a></sub></details>|||
|Lexus|RX 2017-19|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RX 2017-19">Buy Here</a></sub></details>||| |Lexus|NX 2020-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus NX 2020-21">Buy Here</a></sub></details>|||
|Lexus|RX 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RX 2020-22">Buy Here</a></sub></details>||| |Lexus|NX Hybrid 2018-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus NX Hybrid 2018-19">Buy Here</a></sub></details>|||
|Lexus|RX Hybrid 2016|Lexus Safety System+|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RX Hybrid 2016">Buy Here</a></sub></details>||| |Lexus|NX Hybrid 2020-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus NX Hybrid 2020-21">Buy Here</a></sub></details>|||
|Lexus|RX Hybrid 2017-19|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RX Hybrid 2017-19">Buy Here</a></sub></details>||| |Lexus|RC 2018-20|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RC 2018-20">Buy Here</a></sub></details>|||
|Lexus|RX Hybrid 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RX Hybrid 2020-22">Buy Here</a></sub></details>||| |Lexus|RC 2023|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RC 2023">Buy Here</a></sub></details>|||
|Lexus|UX Hybrid 2019-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus UX Hybrid 2019-24">Buy Here</a></sub></details>||| |Lexus|RX 2016|Lexus Safety System+|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RX 2016">Buy Here</a></sub></details>|||
|Lincoln|Aviator 2020-24|Co-Pilot360 Plus|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lincoln Aviator 2020-24">Buy Here</a></sub></details>||| |Lexus|RX 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RX 2017-19">Buy Here</a></sub></details>|||
|Lincoln|Aviator Plug-in Hybrid 2020-24|Co-Pilot360 Plus|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lincoln Aviator Plug-in Hybrid 2020-24">Buy Here</a></sub></details>||| |Lexus|RX 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RX 2020-22">Buy Here</a></sub></details>|||
|MAN|eTGE 2020-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=MAN eTGE 2020-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Lexus|RX Hybrid 2016|Lexus Safety System+|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RX Hybrid 2016">Buy Here</a></sub></details>|||
|MAN|TGE 2017-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=MAN TGE 2017-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Lexus|RX Hybrid 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RX Hybrid 2017-19">Buy Here</a></sub></details>|||
|Mazda|CX-5 2022-25|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Mazda connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Mazda CX-5 2022-25">Buy Here</a></sub></details>||| |Lexus|RX Hybrid 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RX Hybrid 2020-22">Buy Here</a></sub></details>|||
|Mazda|CX-9 2021-23|All|Stock|0 mph|28 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Mazda connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Mazda CX-9 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/dA3duO4a0O4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Lexus|UX Hybrid 2019-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus UX Hybrid 2019-24">Buy Here</a></sub></details>|||
|Nissan[<sup>5</sup>](#footnotes)|Altima 2019-20, 2024|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Nissan Altima 2019-20, 2024">Buy Here</a></sub></details>||| |Lincoln|Aviator 2020-24|Co-Pilot360 Plus|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lincoln Aviator 2020-24">Buy Here</a></sub></details>|||
|Nissan[<sup>5</sup>](#footnotes)|Leaf 2018-23|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Nissan Leaf 2018-23">Buy Here</a></sub></details>|<a href="https://youtu.be/vaMbtAh_0cY" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Lincoln|Aviator Plug-in Hybrid 2020-24|Co-Pilot360 Plus|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lincoln Aviator Plug-in Hybrid 2020-24">Buy Here</a></sub></details>|||
|Nissan[<sup>5</sup>](#footnotes)|Rogue 2018-20|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Nissan Rogue 2018-20">Buy Here</a></sub></details>||| |MAN|eTGE 2020-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|31 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 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=MAN eTGE 2020-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Nissan[<sup>5</sup>](#footnotes)|X-Trail 2017|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Nissan X-Trail 2017">Buy Here</a></sub></details>||| |MAN|TGE 2017-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|31 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 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=MAN TGE 2017-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Ram|1500 2019-24|Adaptive Cruise Control (ACC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Ram connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ram 1500 2019-24">Buy Here</a></sub></details>||| |Mazda|CX-5 2022-25|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Mazda connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Mazda CX-5 2022-25">Buy Here</a></sub></details>|||
|Rivian|R1S 2022-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Rivian A connector<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Rivian R1S 2022-24">Buy Here</a></sub></details>||<a href="https://youtu.be/uaISd1j7Z4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>| |Mazda|CX-9 2021-23|All|Stock|0 mph|28 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Mazda connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Mazda CX-9 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/dA3duO4a0O4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Rivian|R1T 2022-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Rivian A connector<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Rivian R1T 2022-24">Buy Here</a></sub></details>||<a href="https://youtu.be/uaISd1j7Z4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>| |Nissan[<sup>7</sup>](#footnotes)|Altima 2019-20|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan B connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Nissan Altima 2019-20">Buy Here</a></sub></details>|||
|SEAT|Ateca 2016-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=SEAT Ateca 2016-23">Buy Here</a></sub></details>||| |Nissan[<sup>7</sup>](#footnotes)|Leaf 2018-23|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Nissan Leaf 2018-23">Buy Here</a></sub></details>|<a href="https://youtu.be/vaMbtAh_0cY" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|SEAT|Leon 2014-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=SEAT Leon 2014-20">Buy Here</a></sub></details>||| |Nissan[<sup>7</sup>](#footnotes)|Rogue 2018-20|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Nissan Rogue 2018-20">Buy Here</a></sub></details>|||
|Subaru|Ascent 2019-21|All[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Ascent 2019-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||| |Nissan[<sup>7</sup>](#footnotes)|X-Trail 2017|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Nissan X-Trail 2017">Buy Here</a></sub></details>|||
|Subaru|Crosstrek 2018-19|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Crosstrek 2018-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|<a href="https://youtu.be/Agww7oE1k-s?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Ram|1500 2019-24|Adaptive Cruise Control (ACC)|Stock|32 mph|1 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ram connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ram 1500 2019-24">Buy Here</a></sub></details>|||
|Subaru|Crosstrek 2020-23|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Crosstrek 2020-23">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||| |Ram|2500 2020-24|Adaptive Cruise Control (ACC)|Stock|0 mph|36 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ram connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ram 2500 2020-24">Buy Here</a></sub></details>|||
|Subaru|Forester 2019-21|All[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Forester 2019-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||| |Ram|3500 2019-22|Adaptive Cruise Control (ACC)|Stock|0 mph|36 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ram connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ram 3500 2019-22">Buy Here</a></sub></details>|||
|Subaru|Impreza 2017-19|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Impreza 2017-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||| |Rivian|R1S 2022-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Rivian A connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Rivian R1S 2022-24">Buy Here</a></sub></details>||<a href="https://youtu.be/uaISd1j7Z4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
|Subaru|Impreza 2020-22|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Impreza 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||| |Rivian|R1T 2022-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Rivian A connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Rivian R1T 2022-24">Buy Here</a></sub></details>||<a href="https://youtu.be/uaISd1j7Z4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
|Subaru|Legacy 2020-22|All[<sup>6</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru B connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Legacy 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||| |SEAT|Ateca 2016-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=SEAT Ateca 2016-23">Buy Here</a></sub></details>|||
|Subaru|Outback 2020-22|All[<sup>6</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru B connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Outback 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||| |SEAT|Leon 2014-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=SEAT Leon 2014-20">Buy Here</a></sub></details>|||
|Subaru|XV 2018-19|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru XV 2018-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|<a href="https://youtu.be/Agww7oE1k-s?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Subaru|Ascent 2019-21|All[<sup>8</sup>](#footnotes)|openpilot available[<sup>1,9</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Ascent 2019-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
|Subaru|XV 2020-21|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru XV 2020-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||| |Subaru|Crosstrek 2018-19|EyeSight Driver Assistance[<sup>8</sup>](#footnotes)|openpilot available[<sup>1,9</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Crosstrek 2018-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|<a href="https://youtu.be/Agww7oE1k-s?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Škoda|Fabia 2022-23[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Fabia 2022-23">Buy Here</a></sub></details>[<sup>15</sup>](#footnotes)||| |Subaru|Crosstrek 2020-23|EyeSight Driver Assistance[<sup>8</sup>](#footnotes)|openpilot available[<sup>1,9</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Crosstrek 2020-23">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
|Škoda|Kamiq 2021-23[<sup>11,13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Kamiq 2021-23">Buy Here</a></sub></details>[<sup>15</sup>](#footnotes)||| |Subaru|Forester 2017-18|EyeSight Driver Assistance[<sup>8</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Forester 2017-18">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
|Škoda|Karoq 2019-23[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Karoq 2019-23">Buy Here</a></sub></details>||| |Subaru|Forester 2019-21|All[<sup>8</sup>](#footnotes)|openpilot available[<sup>1,9</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Forester 2019-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
|Škoda|Kodiaq 2017-23[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Kodiaq 2017-23">Buy Here</a></sub></details>||| |Subaru|Impreza 2017-19|EyeSight Driver Assistance[<sup>8</sup>](#footnotes)|openpilot available[<sup>1,9</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Impreza 2017-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
|Škoda|Octavia 2015-19[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Octavia 2015-19">Buy Here</a></sub></details>||| |Subaru|Impreza 2020-22|EyeSight Driver Assistance[<sup>8</sup>](#footnotes)|openpilot available[<sup>1,9</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Impreza 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
|Škoda|Octavia RS 2016[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Octavia RS 2016">Buy Here</a></sub></details>||| |Subaru|Legacy 2015-18|EyeSight Driver Assistance[<sup>8</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Legacy 2015-18">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
|Škoda|Octavia Scout 2017-19[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Octavia Scout 2017-19">Buy Here</a></sub></details>||| |Subaru|Legacy 2020-22|All[<sup>8</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Legacy 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
|Škoda|Scala 2020-23[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Scala 2020-23">Buy Here</a></sub></details>[<sup>15</sup>](#footnotes)||| |Subaru|Outback 2015-17|EyeSight Driver Assistance[<sup>8</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Outback 2015-17">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
|Škoda|Superb 2015-22[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Superb 2015-22">Buy Here</a></sub></details>||| |Subaru|Outback 2018-19|EyeSight Driver Assistance[<sup>8</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Outback 2018-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
|Tesla[<sup>9</sup>](#footnotes)|Model 3 (with HW3) 2019-23[<sup>8</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 OBD-C cable (2 ft)<br>- 1 Tesla A connector<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Tesla Model 3 (with HW3) 2019-23">Buy Here</a></sub></details>||| |Subaru|Outback 2020-22|All[<sup>8</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Outback 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
|Tesla[<sup>9</sup>](#footnotes)|Model 3 (with HW4) 2024-25[<sup>8</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 OBD-C cable (2 ft)<br>- 1 Tesla B connector<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Tesla Model 3 (with HW4) 2024-25">Buy Here</a></sub></details>||| |Subaru|XV 2018-19|EyeSight Driver Assistance[<sup>8</sup>](#footnotes)|openpilot available[<sup>1,9</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru XV 2018-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|<a href="https://youtu.be/Agww7oE1k-s?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Tesla[<sup>9</sup>](#footnotes)|Model Y (with HW3) 2020-23[<sup>8</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 OBD-C cable (2 ft)<br>- 1 Tesla A connector<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Tesla Model Y (with HW3) 2020-23">Buy Here</a></sub></details>||| |Subaru|XV 2020-21|EyeSight Driver Assistance[<sup>8</sup>](#footnotes)|openpilot available[<sup>1,9</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru XV 2020-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
|Tesla[<sup>9</sup>](#footnotes)|Model Y (with HW4) 2024-25[<sup>8</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 OBD-C cable (2 ft)<br>- 1 Tesla B connector<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Tesla Model Y (with HW4) 2024-25">Buy Here</a></sub></details>||| |Škoda|Fabia 2022-23[<sup>15</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Fabia 2022-23">Buy Here</a></sub></details>[<sup>17</sup>](#footnotes)|||
|Toyota|Alphard 2019-20|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Alphard 2019-20">Buy Here</a></sub></details>||| |Škoda|Kamiq 2021-23[<sup>13,15</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Kamiq 2021-23">Buy Here</a></sub></details>[<sup>17</sup>](#footnotes)|||
|Toyota|Alphard Hybrid 2021|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Alphard Hybrid 2021">Buy Here</a></sub></details>||| |Škoda|Karoq 2019-23[<sup>15</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Karoq 2019-23">Buy Here</a></sub></details>|||
|Toyota|Avalon 2016|Toyota Safety Sense P|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon 2016">Buy Here</a></sub></details>||| |Škoda|Kodiaq 2017-23[<sup>15</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Kodiaq 2017-23">Buy Here</a></sub></details>|||
|Toyota|Avalon 2017-18|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon 2017-18">Buy Here</a></sub></details>||| |Škoda|Octavia 2015-19[<sup>15</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Octavia 2015-19">Buy Here</a></sub></details>|||
|Toyota|Avalon 2019-21|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon 2019-21">Buy Here</a></sub></details>||| |Škoda|Octavia RS 2016[<sup>15</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Octavia RS 2016">Buy Here</a></sub></details>|||
|Toyota|Avalon 2022|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon 2022">Buy Here</a></sub></details>||| |Škoda|Octavia Scout 2017-19[<sup>15</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Octavia Scout 2017-19">Buy Here</a></sub></details>|||
|Toyota|Avalon Hybrid 2019-21|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon Hybrid 2019-21">Buy Here</a></sub></details>||| |Škoda|Scala 2020-23[<sup>15</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Scala 2020-23">Buy Here</a></sub></details>[<sup>17</sup>](#footnotes)|||
|Toyota|Avalon Hybrid 2022|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon Hybrid 2022">Buy Here</a></sub></details>||| |Škoda|Superb 2015-22[<sup>15</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Superb 2015-22">Buy Here</a></sub></details>|||
|Toyota|C-HR 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota C-HR 2017-20">Buy Here</a></sub></details>||| |Tesla[<sup>11</sup>](#footnotes)|Model 3 (with HW3) 2019-23[<sup>10</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 Tesla A connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Tesla Model 3 (with HW3) 2019-23">Buy Here</a></sub></details>|||
|Toyota|C-HR 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota C-HR 2021">Buy Here</a></sub></details>||| |Tesla[<sup>11</sup>](#footnotes)|Model 3 (with HW4) 2024-25[<sup>10</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 Tesla B connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Tesla Model 3 (with HW4) 2024-25">Buy Here</a></sub></details>|||
|Toyota|C-HR Hybrid 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota C-HR Hybrid 2017-20">Buy Here</a></sub></details>||| |Tesla[<sup>11</sup>](#footnotes)|Model Y (with HW3) 2020-23[<sup>10</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 Tesla A connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Tesla Model Y (with HW3) 2020-23">Buy Here</a></sub></details>|||
|Toyota|C-HR Hybrid 2021-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota C-HR Hybrid 2021-22">Buy Here</a></sub></details>||| |Tesla[<sup>11</sup>](#footnotes)|Model Y (with HW4) 2024-25[<sup>10</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 Tesla B connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Tesla Model Y (with HW4) 2024-25">Buy Here</a></sub></details>|||
|Toyota|Camry 2018-20|All|Stock|0 mph[<sup>10</sup>](#footnotes)|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=fkcjviZY9CM" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Toyota|Alphard 2019-20|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Alphard 2019-20">Buy Here</a></sub></details>|||
|Toyota|Camry 2021-24|All|openpilot|0 mph[<sup>10</sup>](#footnotes)|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry 2021-24">Buy Here</a></sub></details>||| |Toyota|Alphard Hybrid 2021|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Alphard Hybrid 2021">Buy Here</a></sub></details>|||
|Toyota|Camry Hybrid 2018-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry Hybrid 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Q2DYY0AWKgk" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Toyota|Avalon 2016|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon 2016">Buy Here</a></sub></details>|||
|Toyota|Camry Hybrid 2021-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry Hybrid 2021-24">Buy Here</a></sub></details>||| |Toyota|Avalon 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon 2017-18">Buy Here</a></sub></details>|||
|Toyota|Corolla 2017-19|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla 2017-19">Buy Here</a></sub></details>||| |Toyota|Avalon 2019-21|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon 2019-21">Buy Here</a></sub></details>|||
|Toyota|Corolla 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla 2020-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=_66pXk0CBYA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Toyota|Avalon 2022|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon 2022">Buy Here</a></sub></details>|||
|Toyota|Corolla Cross (Non-US only) 2020-23|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Cross (Non-US only) 2020-23">Buy Here</a></sub></details>||| |Toyota|Avalon Hybrid 2019-21|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon Hybrid 2019-21">Buy Here</a></sub></details>|||
|Toyota|Corolla Cross Hybrid (Non-US only) 2020-22|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Cross Hybrid (Non-US only) 2020-22">Buy Here</a></sub></details>||| |Toyota|Avalon Hybrid 2022|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon Hybrid 2022">Buy Here</a></sub></details>|||
|Toyota|Corolla Hatchback 2019-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Hatchback 2019-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=_66pXk0CBYA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Toyota|C-HR 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota C-HR 2017-20">Buy Here</a></sub></details>|||
|Toyota|Corolla Hybrid 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Hybrid 2020-22">Buy Here</a></sub></details>||| |Toyota|C-HR 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota C-HR 2021">Buy Here</a></sub></details>|||
|Toyota|Corolla Hybrid (South America only) 2020-23|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Hybrid (South America only) 2020-23">Buy Here</a></sub></details>||| |Toyota|C-HR Hybrid 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota C-HR Hybrid 2017-20">Buy Here</a></sub></details>|||
|Toyota|Highlander 2017-19|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Highlander 2017-19">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=0wS0wXSLzoo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Toyota|C-HR Hybrid 2021-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota C-HR Hybrid 2021-22">Buy Here</a></sub></details>|||
|Toyota|Highlander 2020-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Highlander 2020-23">Buy Here</a></sub></details>||| |Toyota|Camry 2018-20|All|Stock|0 mph[<sup>12</sup>](#footnotes)|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=fkcjviZY9CM" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Toyota|Highlander Hybrid 2017-19|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Highlander Hybrid 2017-19">Buy Here</a></sub></details>||| |Toyota|Camry 2021-24|All|openpilot|0 mph[<sup>12</sup>](#footnotes)|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry 2021-24">Buy Here</a></sub></details>|||
|Toyota|Highlander Hybrid 2020-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Highlander Hybrid 2020-23">Buy Here</a></sub></details>||| |Toyota|Camry Hybrid 2018-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry Hybrid 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Q2DYY0AWKgk" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Toyota|Mirai 2021|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Mirai 2021">Buy Here</a></sub></details>||| |Toyota|Camry Hybrid 2021-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry Hybrid 2021-24">Buy Here</a></sub></details>|||
|Toyota|Prius 2016|Toyota Safety Sense P|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius 2016">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Toyota|Corolla 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla 2017-19">Buy Here</a></sub></details>|||
|Toyota|Prius 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius 2017-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Toyota|Corolla 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla 2020-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=_66pXk0CBYA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Toyota|Prius 2021-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius 2021-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=J58TvCpUd4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Toyota|Corolla Cross (Non-US only) 2020-23|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Cross (Non-US only) 2020-23">Buy Here</a></sub></details>|||
|Toyota|Prius Prime 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius Prime 2017-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Toyota|Corolla Cross Hybrid (Non-US only) 2020-22|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Cross Hybrid (Non-US only) 2020-22">Buy Here</a></sub></details>|||
|Toyota|Prius Prime 2021-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius Prime 2021-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=J58TvCpUd4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Toyota|Corolla Hatchback 2019-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Hatchback 2019-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=_66pXk0CBYA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Toyota|Prius v 2017|Toyota Safety Sense P|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius v 2017">Buy Here</a></sub></details>||| |Toyota|Corolla Hybrid 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Hybrid 2020-22">Buy Here</a></sub></details>|||
|Toyota|RAV4 2016|Toyota Safety Sense P|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2016">Buy Here</a></sub></details>||| |Toyota|Corolla Hybrid (South America only) 2020-23|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Hybrid (South America only) 2020-23">Buy Here</a></sub></details>|||
|Toyota|RAV4 2017-18|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2017-18">Buy Here</a></sub></details>||| |Toyota|Highlander 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Highlander 2017-19">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=0wS0wXSLzoo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Toyota|RAV4 2019-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=wJxjDd42gGA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Toyota|Highlander 2020-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Highlander 2020-23">Buy Here</a></sub></details>|||
|Toyota|RAV4 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2022">Buy Here</a></sub></details>||| |Toyota|Highlander Hybrid 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Highlander Hybrid 2017-19">Buy Here</a></sub></details>|||
|Toyota|RAV4 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 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2023-25">Buy Here</a></sub></details>||| |Toyota|Highlander Hybrid 2020-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Highlander Hybrid 2020-23">Buy Here</a></sub></details>|||
|Toyota|RAV4 Hybrid 2016|Toyota Safety Sense P|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2016">Buy Here</a></sub></details>|<a href="https://youtu.be/LhT5VzJVfNI?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Toyota|Mirai 2021|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Mirai 2021">Buy Here</a></sub></details>|||
|Toyota|RAV4 Hybrid 2017-18|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota 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|Prius 2016|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius 2016">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Toyota|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 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2019-21">Buy Here</a></sub></details>||| |Toyota|Prius 2017-20|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius 2017-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Toyota|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 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota 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|Prius 2021-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius 2021-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=J58TvCpUd4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Toyota|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 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota 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|Prius Prime 2017-20|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius Prime 2017-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Toyota|Sienna 2018-20|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota 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>|| |Toyota|Prius Prime 2021-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius Prime 2021-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=J58TvCpUd4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Volkswagen|Arteon 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen 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>|| |Toyota|Prius v 2017|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius v 2017">Buy Here</a></sub></details>|||
|Volkswagen|Arteon eHybrid 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen 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>|| |Toyota|RAV4 2016|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2016">Buy Here</a></sub></details>|||
|Volkswagen|Arteon R 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon R 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Toyota|RAV4 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2017-18">Buy Here</a></sub></details>|||
|Volkswagen|Arteon Shooting Brake 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon Shooting Brake 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Toyota|RAV4 2019-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=wJxjDd42gGA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Volkswagen|Atlas 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Atlas 2018-23">Buy Here</a></sub></details>||| |Toyota|RAV4 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2022">Buy Here</a></sub></details>|||
|Volkswagen|Atlas Cross Sport 2020-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Atlas Cross Sport 2020-22">Buy Here</a></sub></details>||| |Toyota|RAV4 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 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2023-25">Buy Here</a></sub></details>|||
|Volkswagen|California 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen California 2021-23">Buy Here</a></sub></details>||| |Toyota|RAV4 Hybrid 2016|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2016">Buy Here</a></sub></details>|<a href="https://youtu.be/LhT5VzJVfNI?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Volkswagen|Caravelle 2020|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Caravelle 2020">Buy Here</a></sub></details>||| |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 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota 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>||
|Volkswagen|CC 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen CC 2018-22">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |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 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2019-21">Buy Here</a></sub></details>|||
|Volkswagen|Crafter 2017-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Crafter 2017-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |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 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota 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>||
|Volkswagen|e-Crafter 2018-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen e-Crafter 2018-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |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 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota 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>||
|Volkswagen|e-Golf 2014-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen e-Golf 2014-20">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 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota 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|Golf 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf 2015-20">Buy Here</a></sub></details>||| |Volkswagen|Arteon 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen 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|Golf Alltrack 2015-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf Alltrack 2015-19">Buy Here</a></sub></details>||| |Volkswagen|Arteon eHybrid 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon eHybrid 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Volkswagen|Golf GTD 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf GTD 2015-20">Buy Here</a></sub></details>||| |Volkswagen|Arteon R 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon R 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Volkswagen|Golf GTE 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf GTE 2015-20">Buy Here</a></sub></details>||| |Volkswagen|Arteon Shooting Brake 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon Shooting Brake 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Volkswagen|Golf GTI 2015-21|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf GTI 2015-21">Buy Here</a></sub></details>||| |Volkswagen|Atlas 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Atlas 2018-23">Buy Here</a></sub></details>|||
|Volkswagen|Golf R 2015-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf R 2015-19">Buy Here</a></sub></details>||| |Volkswagen|Atlas Cross Sport 2020-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Atlas Cross Sport 2020-22">Buy Here</a></sub></details>|||
|Volkswagen|Golf SportsVan 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf SportsVan 2015-20">Buy Here</a></sub></details>||| |Volkswagen|California 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|31 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 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen California 2021-23">Buy Here</a></sub></details>|||
|Volkswagen|Grand California 2019-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Grand California 2019-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|| |Volkswagen|Caravelle 2020|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|31 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 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Caravelle 2020">Buy Here</a></sub></details>|||
|Volkswagen|Jetta 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Jetta 2018-23">Buy Here</a></sub></details>||| |Volkswagen|CC 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen CC 2018-22">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Volkswagen|Jetta GLI 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Jetta GLI 2021-23">Buy Here</a></sub></details>||| |Volkswagen|Crafter 2017-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|31 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 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Crafter 2017-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Volkswagen|Passat 2015-22[<sup>12</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Passat 2015-22">Buy Here</a></sub></details>||| |Volkswagen|e-Crafter 2018-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|31 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 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen e-Crafter 2018-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Volkswagen|Passat Alltrack 2015-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Passat Alltrack 2015-22">Buy Here</a></sub></details>||| |Volkswagen|e-Golf 2014-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen e-Golf 2014-20">Buy Here</a></sub></details>|||
|Volkswagen|Passat GTE 2015-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Passat GTE 2015-22">Buy Here</a></sub></details>||| |Volkswagen|Golf 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf 2015-20">Buy Here</a></sub></details>|||
|Volkswagen|Polo 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Polo 2018-23">Buy Here</a></sub></details>[<sup>15</sup>](#footnotes)||| |Volkswagen|Golf Alltrack 2015-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf Alltrack 2015-19">Buy Here</a></sub></details>|||
|Volkswagen|Polo GTI 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Polo GTI 2018-23">Buy Here</a></sub></details>[<sup>15</sup>](#footnotes)||| |Volkswagen|Golf GTD 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf GTD 2015-20">Buy Here</a></sub></details>|||
|Volkswagen|T-Cross 2021|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen T-Cross 2021">Buy Here</a></sub></details>[<sup>15</sup>](#footnotes)||| |Volkswagen|Golf GTE 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf GTE 2015-20">Buy Here</a></sub></details>|||
|Volkswagen|T-Roc 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen T-Roc 2018-23">Buy Here</a></sub></details>||| |Volkswagen|Golf GTI 2015-21|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf GTI 2015-21">Buy Here</a></sub></details>|||
|Volkswagen|Taos 2022-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Taos 2022-24">Buy Here</a></sub></details>||| |Volkswagen|Golf R 2015-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf R 2015-19">Buy Here</a></sub></details>|||
|Volkswagen|Teramont 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Teramont 2018-22">Buy Here</a></sub></details>||| |Volkswagen|Golf SportsVan 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf SportsVan 2015-20">Buy Here</a></sub></details>|||
|Volkswagen|Teramont Cross Sport 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Teramont Cross Sport 2021-22">Buy Here</a></sub></details>||| |Volkswagen|Grand California 2019-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|31 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 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Grand California 2019-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
|Volkswagen|Teramont X 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Teramont X 2021-22">Buy Here</a></sub></details>||| |Volkswagen|Jetta 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Jetta 2018-23">Buy Here</a></sub></details>|||
|Volkswagen|Tiguan 2018-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Tiguan 2018-24">Buy Here</a></sub></details>||| |Volkswagen|Jetta GLI 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Jetta GLI 2021-23">Buy Here</a></sub></details>|||
|Volkswagen|Tiguan eHybrid 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Tiguan eHybrid 2021-23">Buy Here</a></sub></details>||| |Volkswagen|Passat 2015-22[<sup>14</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Passat 2015-22">Buy Here</a></sub></details>|||
|Volkswagen|Touran 2016-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Touran 2016-23">Buy Here</a></sub></details>||| |Volkswagen|Passat Alltrack 2015-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Passat Alltrack 2015-22">Buy Here</a></sub></details>|||
|Volkswagen|Passat GTE 2015-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Passat GTE 2015-22">Buy Here</a></sub></details>|||
|Volkswagen|Polo 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Polo 2018-23">Buy Here</a></sub></details>[<sup>17</sup>](#footnotes)|||
|Volkswagen|Polo GTI 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Polo GTI 2018-23">Buy Here</a></sub></details>[<sup>17</sup>](#footnotes)|||
|Volkswagen|T-Cross 2021|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen T-Cross 2021">Buy Here</a></sub></details>[<sup>17</sup>](#footnotes)|||
|Volkswagen|T-Roc 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen T-Roc 2018-23">Buy Here</a></sub></details>|||
|Volkswagen|Taos 2022-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Taos 2022-24">Buy Here</a></sub></details>|||
|Volkswagen|Teramont 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Teramont 2018-22">Buy Here</a></sub></details>|||
|Volkswagen|Teramont Cross Sport 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Teramont Cross Sport 2021-22">Buy Here</a></sub></details>|||
|Volkswagen|Teramont X 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Teramont X 2021-22">Buy Here</a></sub></details>|||
|Volkswagen|Tiguan 2018-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Tiguan 2018-24">Buy Here</a></sub></details>|||
|Volkswagen|Tiguan eHybrid 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Tiguan eHybrid 2021-23">Buy Here</a></sub></details>|||
|Volkswagen|Touran 2016-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</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 (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Touran 2016-23">Buy Here</a></sub></details>|||
### Footnotes ### Footnotes
<sup>1</sup>openpilot Longitudinal Control (Alpha) is available behind a toggle; the toggle is only available in non-release branches such as `devel` or `nightly-dev`. <br /> <sup>1</sup>openpilot Longitudinal Control (Alpha) is available behind a toggle; the toggle is only available in non-release branches such as `devel` or `nightly-dev`. <br />
<sup>2</sup>Refers only to the Focus Mk4 (C519) available in Europe/China/Taiwan/Australasia, not the Focus Mk3 (C346) in North and South America/Southeast Asia. <br /> <sup>2</sup>By default, this car will use the stock Adaptive Cruise Control (ACC) for longitudinal control. If the Driver Support Unit (DSU) is disconnected, openpilot ACC will replace stock ACC. <b><i>NOTE: disconnecting the DSU disables Automatic Emergency Braking (AEB).</i></b> <br />
<sup>3</sup>See more setup details for <a href="https://github.com/commaai/openpilot/wiki/gm" target="_blank">GM</a>. <br /> <sup>3</sup>Refers only to the Focus Mk4 (C519) available in Europe/China/Taiwan/Australasia, not the Focus Mk3 (C346) in North and South America/Southeast Asia. <br />
<sup>4</sup>2019 Honda Civic 1.6L Diesel Sedan does not have ALC below 12mph. <br /> <sup>4</sup>See more setup details for <a href="https://github.com/commaai/openpilot/wiki/gm" target="_blank">GM</a>. <br />
<sup>5</sup>See more setup details for <a href="https://github.com/commaai/openpilot/wiki/nissan" target="_blank">Nissan</a>. <br /> <sup>5</sup>2019 Honda Civic 1.6L Diesel Sedan does not have ALC below 12mph. <br />
<sup>6</sup>In the non-US market, openpilot requires the car to come equipped with EyeSight with Lane Keep Assistance. <br /> <sup>6</sup>Requires a <a href="https://comma.ai/shop/can-fd-panda-kit" target="_blank">CAN FD panda kit</a> if not using comma 3X for this <a href="https://en.wikipedia.org/wiki/CAN_FD" target="_blank">CAN FD car</a>. <br />
<sup>7</sup>Enabling longitudinal control (alpha) will disable all EyeSight functionality, including AEB, LDW, and RAB. <br /> <sup>7</sup>See more setup details for <a href="https://github.com/commaai/openpilot/wiki/nissan" target="_blank">Nissan</a>. <br />
<sup>8</sup>Some 2023 model years have HW4. To check which hardware type your vehicle has, look for <b>Autopilot computer</b> under <b>Software -> Additional Vehicle Information</b> on your vehicle's touchscreen. See <a href="https://www.notateslaapp.com/news/2173/how-to-check-if-your-tesla-has-hardware-4-ai4-or-hardware-3">this page</a> for more information. <br /> <sup>8</sup>In the non-US market, openpilot requires the car to come equipped with EyeSight with Lane Keep Assistance. <br />
<sup>9</sup>See more setup details for <a href="https://github.com/commaai/openpilot/wiki/tesla" target="_blank">Tesla</a>. <br /> <sup>9</sup>Enabling longitudinal control (alpha) will disable all EyeSight functionality, including AEB, LDW, and RAB. <br />
<sup>10</sup>openpilot operates above 28mph for Camry 4CYL L, 4CYL LE and 4CYL SE which don't have Full-Speed Range Dynamic Radar Cruise Control. <br /> <sup>10</sup>Some 2023 model years have HW4. To check which hardware type your vehicle has, look for <b>Autopilot computer</b> under <b>Software -> Additional Vehicle Information</b> on your vehicle's touchscreen. See <a href="https://www.notateslaapp.com/news/2173/how-to-check-if-your-tesla-has-hardware-4-ai4-or-hardware-3">this page</a> for more information. <br />
<sup>11</sup>Not including the China market Kamiq, which is based on the (currently) unsupported PQ34 platform. <br /> <sup>11</sup>See more setup details for <a href="https://github.com/commaai/openpilot/wiki/tesla" target="_blank">Tesla</a>. <br />
<sup>12</sup>Refers only to the MQB-based European B8 Passat, not the NMS Passat in the USA/China/Mideast markets. <br /> <sup>12</sup>openpilot operates above 28mph for Camry 4CYL L, 4CYL LE and 4CYL SE which don't have Full-Speed Range Dynamic Radar Cruise Control. <br />
<sup>13</sup>Some Škoda vehicles are equipped with heated windshields, which are known to block GPS signal needed for some comma four functionality. <br /> <sup>13</sup>Not including the China market Kamiq, which is based on the (currently) unsupported PQ34 platform. <br />
<sup>14</sup>Only available for vehicles using a gateway (J533) harness. At this time, vehicles using a camera harness are limited to using stock ACC. <br /> <sup>14</sup>Refers only to the MQB-based European B8 Passat, not the NMS Passat in the USA/China/Mideast markets. <br />
<sup>15</sup>Model-years 2022 and beyond may have a combined CAN gateway and BCM, which is supported by openpilot in software, but doesn't yet have a harness available from the comma store. <br /> <sup>15</sup>Some Škoda vehicles are equipped with heated windshields, which are known to block GPS signal needed for some comma 3X functionality. <br />
<sup>16</sup>Only available for vehicles using a gateway (J533) harness. At this time, vehicles using a camera harness are limited to using stock ACC. <br />
<sup>17</sup>Model-years 2022 and beyond may have a combined CAN gateway and BCM, which is supported by openpilot in software, but doesn't yet have a harness available from the comma store. <br />
## Community Maintained Cars ## Community Maintained Cars
Although they're not upstream, the community has openpilot running on other makes and models. See the 'Community Supported Models' section of each make [on our wiki](https://wiki.comma.ai/). Although they're not upstream, the community has openpilot running on other makes and models. See the 'Community Supported Models' section of each make [on our wiki](https://wiki.comma.ai/).
@@ -367,7 +383,7 @@ If your car has the following packages or features, then it's a good candidate f
| Make | Required Package/Features | | Make | Required Package/Features |
| ---- | ------------------------- | | ---- | ------------------------- |
| Acura | Any car with AcuraWatch will work. AcuraWatch comes standard on many newer models. | | Acura | Any car with AcuraWatch Plus will work. AcuraWatch Plus comes standard on many newer models. |
| Ford | Any car with Lane Centering will likely work. | | Ford | Any car with Lane Centering will likely work. |
| Honda | Any car with Honda Sensing will work. Honda Sensing comes standard on many newer models. | | Honda | Any car with Honda Sensing will work. Honda Sensing comes standard on many newer models. |
| Subaru | Any car with EyeSight will work. EyeSight comes standard on many newer models. | | Subaru | Any car with EyeSight will work. EyeSight comes standard on many newer models. |
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@@ -1,65 +0,0 @@
# CarState signals
## Required for basic lateral control
* `brakePressed`
* `cruiseState`
* `doorOpen`
* `espDisabled`
* `gasPressed`
* `gearShifter`
* `leftBlinker` / `rightBlinker`
* `seatbeltUnlatched`
* `standstill`
* `steeringAngleDeg`
* `steeringPressed`
* `steeringTorque`
* `steerFaultPermanent`
* `steerFaultTemporary`
* `vCruise`
* `wheelSpeeds.[fl|fr|rl|rr]`: Speed of each of the car's four wheels, in m/s. The car's CAN bus often broadcasts the
speed in kph, so the helper function `parse_wheel_speeds` performs this conversion by default.
## Recommended / Required for openpilot longitudinal control
* `accFaulted`
* `espActive`
* `parkingBrake`
## Application Dependent
* `blockPcmEnable`
* `buttonEnable`
* `brakeHoldActive`
* `carFaultedNonCritical`
* `invalidLkasSetting`
* `lowSpeedAlert`
* `regenBraking`
* `steeringAngleOffsetDeg`
* `steeringDisengage`
* `steeringTorqueEps`
* `stockLkas`
* `vCruiseCluster`
* `vEgoCluster`
* `vehicleSensorsInvalid`
## Automatically populated
* `buttonEvents`
These values are populated automatically by `parse_wheel_speeds`:
* `aEgo`: Acceleration of the ego vehicle, Kalman filtered derivative of `vEgo`.
* `vEgo`: Speed of the ego vehicle, Kalman filtered from `vEgoRaw`.
* `vEgoRaw`: Speed of the ego vehicle, based on the average of all four wheel speeds, unfiltered.
## Optional
* `brake`
* `charging`
* `fuelGauge`
* `leftBlindspot` / `rightBlindspot`
* `steeringRateDeg`
* `stockAeb`
* `stockFcw`
* `yawRate`
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@@ -1,85 +0,0 @@
# Stimulus-Response Tests
These are example test drives that can help identify the CAN bus messaging necessary for ADAS control. Each scripted
test should be done in a separate route (ignition cycle). These tests are a guide, not necessarily exhaustive.
While testing, constant power to the comma device is highly recommended, using [comma power](https://comma.ai/shop/comma-power) if
necessary to make sure all test activity is fully captured and for ease of uploading. If constant power isn't
available, keep the ignition on for at least one minute after your test to make sure power loss doesn't result
in loss of the last minute of testing data.
## Stationary ignition-only tests, part 1
1. Ignition on, but don't start engine, remain in Park
2. Open and close each door in a defined order: driver, passenger, rear left, rear right
3. Re-enter the vehicle, close the driver's door, and fasten the driver's seatbelt
4. Slowly press and release the accelerator pedal 3 times
5. Slowly press and release the brake pedal 3 times
6. Hold the brake and move the gearshift to reverse, then neutral, then drive, then sport/eco/etc if applicable
7. Return to Park, ignition off
Brake-pressed information may show up in several messages and signals, both as on/off states and as a percentage or
pressure. It may reflect a switch on the driver's brake pedal, or a pressure-threshold state, or signals to turn on
the rear brake lights. Start by identifying all the potential signals, and confirm while driving with ACC later.
Locate signals for all four door states if possible, but some cars only expose the driver's door state on the ADAS bus.
Driver/passenger door signals may or may not change positions for LHD vs RHD cars. For cars where only the driver's
door signal is available, the same signal may follow the driver.
## Stationary ignition-only tests, part 2
1. Ignition on, but don't start engine, remain in Park
2. Press each ACC button in a defined order: main switch on/off, set, resume, cancel, accel, decel, gap adjust
3. Set the left turn signal for about five seconds
4. Operate the left turn signal one time in its touch-to-pass mode
5. Set the right turn signal for about five seconds
6. Operate the right turn signal one time in its touch-to-pass mode
7. Set the hazard / emergency indicator switch for about five seconds
8. Ignition off
Your vehicle may have a momentary-press main ACC switch or a physical toggle that remains set. Actual ACC engagement
isn't necessary for purposes of detecting the ACC button presses.
## Steering angle and steering torque tests
Power steering should be available. On ICE cars, engine RPM may be present.
1. Ignition on, start engine if applicable, remain in Park
2. Rotate the steering wheel as follows, with a few seconds pause between each step
* Start as close to exact center as possible
* Turn to 45 degrees right and hold
* Turn to 90 degrees right and hold
* Turn to 180 degrees right and hold
* Turn to full lock right and hold, with firm pressure against lock
* Release the wheel and allow it to bounce back slightly from lock
* Turn to 180 degrees left and hold
* Return to center and release
3. Ignition off
Performing the full test to the right, followed by an abbreviated test to the left, helps give additional confirmation
of signal scale, and sign/direction for both the steering wheel angle and driver input torque signals.
## Low speed / parking lot driving tests
Before this test, drive to a place like an empty parking lot where you are free to drive in a series of curves.
1. Ignition on, start engine if applicable, prepare to drive
2. Slowly (10-20mph at most) drive a figure-8 if possible, or at least one sharp left and one sharp right.
3. Come to a complete stop
4. When and where safe, drive in reverse for a short distance (10-15 feet)
5. Park the car in a safe place, ignition off
## High speed / highway driving tests
Select a place and time where you can safely set cruise control at normal travel speeds with little interference from
traffic ahead, and safely test the response of your factory lane guidance system.
1. Ignition on, start engine if applicable, prepare to drive
2. When safely able, engage adaptive cruise control below 50 mph
3. When safely able, use the ACC buttons to accelerate to 50mph, then 55mph, then 60mph
4. Disengage adaptive cruise
5. When safely able, allow your factory lane guidance to prevent lane departures, 2-3 times on both the left and right
The series of setpoints can be adjusted to local traffic regulations, and of course metric units. The specific cruise
setpoints are useful for locating the ACC HUD signals later, and confirming their precise scaling. When the car reaches
and holds the setpoint, that can also provide additional confirmation of wheel speed scaling.
+20 -17
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@@ -31,7 +31,7 @@ We'll run the `replay` tool with the demo route to get data streaming for testin
tools/replay/replay --demo tools/replay/replay --demo
# in terminal 2 # in terminal 2
./selfdrive/ui/ui.py selfdrive/ui/ui
``` ```
The openpilot UI should launch and show a replay of the demo route. The openpilot UI should launch and show a replay of the demo route.
@@ -43,36 +43,39 @@ If you have your own comma device, you can replace `--demo` with one of your own
Now lets update the speed display color in the UI. Now lets update the speed display color in the UI.
Search for the function responsible for rendering the current speed: Search for the function responsible for rendering UI text:
```bash ```bash
git grep "_draw_current_speed" selfdrive/ui/onroad/hud_renderer.py git grep "drawText" selfdrive/ui/qt/onroad/hud.cc
``` ```
You'll find the relevant code inside `selfdrive/ui/onroad/hud_renderer.py`, in this function: Youll find the relevant code inside `selfdrive/ui/qt/onroad/hud.cc`, in this function:
```python ```cpp
def _draw_current_speed(self, rect: rl.Rectangle) -> None: void HudRenderer::drawText(QPainter &p, int x, int y, const QString &text, int alpha) {
"""Draw the current vehicle speed and unit.""" QRect real_rect = p.fontMetrics().boundingRect(text);
speed_text = str(round(self.speed)) real_rect.moveCenter({x, y - real_rect.height() / 2});
speed_text_size = measure_text_cached(self._font_bold, speed_text, FONT_SIZES.current_speed)
speed_pos = rl.Vector2(rect.x + rect.width / 2 - speed_text_size.x / 2, 180 - speed_text_size.y / 2) p.setPen(QColor(0xff, 0xff, 0xff, alpha)); // <- this sets the speed text color
rl.draw_text_ex(self._font_bold, speed_text, speed_pos, FONT_SIZES.current_speed, 0, COLORS.white) # <- this sets the speed text color p.drawText(real_rect.x(), real_rect.bottom(), text);
}
``` ```
Change `COLORS.white` to make it **blue** instead of white. A nice soft blue is `#8080FF`, which you can change inline: Change the `QColor(...)` line to make it **blue** instead of white. A nice soft blue is `#8080FF`, which translates to:
```diff ```diff
- rl.draw_text_ex(self._font_bold, speed_text, speed_pos, FONT_SIZES.current_speed, 0, COLORS.white) - p.setPen(QColor(0xff, 0xff, 0xff, alpha));
+ rl.draw_text_ex(self._font_bold, speed_text, speed_pos, FONT_SIZES.current_speed, 0, rl.Color(0x80, 0x80, 0xFF, 255)) + p.setPen(QColor(0x80, 0x80, 0xFF, alpha));
``` ```
This change will tint all speed-related UI text to blue with the same transparency (`alpha`).
--- ---
## 4. Re-run the UI ## 4. Rebuild the UI
After making changes, re-run the UI to see your new UI: After making changes, rebuild Openpilot so your new UI is compiled:
```bash ```bash
./selfdrive/ui/ui.py scons -j$(nproc) && selfdrive/ui/ui
``` ```
![](https://blog.comma.ai/img/blue_speed_ui.png) ![](https://blog.comma.ai/img/blue_speed_ui.png)
-598
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@@ -1,598 +0,0 @@
#!/usr/bin/env python3
"""
Copyright (c) 2026, Rick Lan
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, and/or sublicense,
for non-commercial purposes only, subject to the following conditions:
- The above copyright notice and this permission notice shall be included in
all copies or substantial portions of the Software.
- Commercial use (e.g. use in a product, service, or activity intended to
generate revenue) is prohibited without explicit written permission from
the copyright holder.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED,
INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A
PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Dashy State Aggregation Daemon
Aggregates all cereal topics needed by dashy UI into a single dashyState message.
This reduces CPU overhead in webrtcd by doing JSON serialization once here
instead of serializing 14+ topics separately.
All display formatting (units, distances, times) is done here so the frontend
can be a pure display layer with no conversion logic.
Publishes: dashyState (pre-serialized JSON at 15Hz)
"""
import json
import cereal.messaging as messaging
from openpilot.common.params import Params
from openpilot.common.realtime import Ratekeeper
from openpilot.common.swaglog import cloudlog
from opendbc.car.common.conversions import Conversions
# Main loop rate
LOOP_RATE = 15 # Hz
# Downsample factor for modelV2 arrays (33 points -> 17 points)
DOWNSAMPLE_FACTOR = 2
# Unit conversion constants
M_TO_KM = 0.001
M_TO_MI = 0.000621371
M_TO_FT = 3.28084
# Global state (refreshed periodically)
_is_metric = True
_params = None
_car_params_cache = None
def _ensure_params():
"""Ensure Params instance exists."""
global _params
if _params is None:
_params = Params()
return _params
def refresh_metric_preference():
"""Refresh metric preference from params (called periodically)."""
global _is_metric
try:
_is_metric = _ensure_params().get_bool("IsMetric")
except Exception:
_is_metric = True
def get_car_params_from_params():
"""Read carParams from Params storage (for immediate availability at startup)."""
global _car_params_cache
if _car_params_cache is not None:
return _car_params_cache
try:
from cereal import car
cp_bytes = _ensure_params().get("CarParams")
if cp_bytes:
with car.CarParams.from_bytes(cp_bytes) as cp:
_car_params_cache = {
'openpilotLongitudinalControl': bool(cp.openpilotLongitudinalControl),
}
return _car_params_cache
except Exception:
pass
return {'openpilotLongitudinalControl': False}
def format_speed(speed_ms: float) -> str:
"""Format speed for display (m/s -> km/h or mph)."""
if _is_metric:
return f"{max(0, speed_ms * Conversions.MS_TO_KPH):.0f}"
return f"{max(0, speed_ms * Conversions.MS_TO_MPH):.0f}"
def format_speed_value(speed_ms: float) -> float:
"""Convert speed to display units (m/s -> km/h or mph)."""
if _is_metric:
return max(0, speed_ms * Conversions.MS_TO_KPH)
return max(0, speed_ms * Conversions.MS_TO_MPH)
def format_distance(meters: float) -> str:
"""Format distance for display."""
if meters <= 0:
return ""
if _is_metric:
if meters >= 1000:
return f"{meters * M_TO_KM:.1f} km"
return f"{meters:.0f} m"
else:
miles = meters * M_TO_MI
if miles >= 0.1:
return f"{miles:.1f} mi"
return f"{meters * M_TO_FT:.0f} ft"
def format_time(seconds: float) -> str:
"""Format time duration for display."""
if seconds <= 0:
return ""
minutes = int(seconds / 60)
if minutes < 60:
return f"{minutes} min"
hours = minutes // 60
mins = minutes % 60
if mins == 0:
return f"{hours} hr"
return f"{hours} hr {mins} min"
def get_speed_unit() -> str:
"""Get current speed unit string."""
return "km/h" if _is_metric else "mph"
def get_distance_unit() -> str:
"""Get current distance unit string."""
return "km" if _is_metric else "mi"
SET_SPEED_NA = 255
def get_cruise_speed(v_cruise_cluster: float) -> int:
"""Get cruise speed value for display.
Returns the set speed in display units (km/h or mph), or 255 if not set.
"""
if not (0 < v_cruise_cluster < SET_SPEED_NA):
return SET_SPEED_NA
set_speed = v_cruise_cluster
if not _is_metric:
set_speed *= Conversions.KPH_TO_MPH
return round(set_speed)
def downsample(arr):
"""Downsample list by factor."""
if not arr:
return []
return list(arr[::DOWNSAMPLE_FACTOR])
def safe_get(obj, attr, default=None):
"""Safely get attribute from object."""
try:
return getattr(obj, attr, default)
except Exception:
return default
def extract_car_state(sm):
"""Extract carState fields used by dashy."""
cs = sm['carState']
v_ego = float(cs.vEgo)
v_ego_cluster = float(cs.vEgoCluster)
# Get set speed from controlsState.vCruiseDEPRECATED (fallback to carState.vCruiseCluster)
v_cruise = float(cs.vCruiseCluster)
if 'controlsState' in sm.updated and sm.updated['controlsState']:
v_cruise = float(sm['controlsState'].vCruiseDEPRECATED)
set_speed = get_cruise_speed(v_cruise)
return {
'vEgo': v_ego,
'vEgoCluster': v_ego_cluster,
'gearShifter': str(cs.gearShifter),
'aEgo': float(cs.aEgo),
'steeringAngleDeg': float(cs.steeringAngleDeg),
'leftBlinker': bool(cs.leftBlinker),
'rightBlinker': bool(cs.rightBlinker),
'leftBlindspot': bool(cs.leftBlindspot),
'rightBlindspot': bool(cs.rightBlindspot),
# Pre-formatted display values
'speedDisplay': format_speed(v_ego),
'speedClusterDisplay': format_speed(v_ego_cluster) if v_ego_cluster > 0 else format_speed(v_ego),
'setSpeed': set_speed, # 255 = not set, otherwise display value
'speedUnit': get_speed_unit(),
}
def extract_selfdrive_state(sm):
"""Extract selfdriveState fields used by dashy."""
ss = sm['selfdriveState']
return {
'enabled': bool(ss.enabled),
'activeOverride': int(safe_get(ss, 'activeOverride', 0)),
'experimentalMode': bool(ss.experimentalMode),
'alertText1': str(ss.alertText1),
'alertText2': str(ss.alertText2),
'alertSize': str(ss.alertSize),
'alertStatus': str(ss.alertStatus),
}
def extract_device_state(sm):
"""Extract deviceState fields used by dashy."""
ds = sm['deviceState']
temp_c = float(safe_get(ds, 'maxTempC', 0))
# Pre-format temperature for display
if _is_metric:
temp_display = f"{temp_c:.0f}°" if temp_c > 0 else "--"
else:
temp_f = temp_c * 9 / 5 + 32
temp_display = f"{temp_f:.0f}°" if temp_c > 0 else "--"
return {
'cpuUsagePercent': list(ds.cpuUsagePercent) if ds.cpuUsagePercent else [],
'memoryUsagePercent': int(ds.memoryUsagePercent),
'maxTempC': temp_c,
'deviceType': str(ds.deviceType),
'tempDisplay': temp_display,
}
def extract_lead(lead, sm):
"""Extract lead vehicle data."""
d_rel = float(lead.dRel)
v_rel = float(lead.vRel)
y_rel = float(lead.yRel)
has_lead = bool(lead.status)
# Pre-format lead display values
if has_lead:
v_ego = float(sm['carState'].vEgo) if sm.valid['carState'] else 0
lead_speed_ms = max(0, v_ego + v_rel)
speed_display = format_speed(lead_speed_ms)
distance_display = f"{d_rel:.1f}m" if _is_metric else f"{d_rel * M_TO_FT:.0f}ft"
else:
speed_display = "--"
distance_display = "--"
return {
'status': has_lead,
'dRel': d_rel,
'yRel': y_rel,
'vRel': v_rel,
'speedDisplay': speed_display,
'distanceDisplay': distance_display,
}
def extract_radar_state(sm):
"""Extract radarState fields used by dashy."""
rs = sm['radarState']
return {
'leadOne': extract_lead(rs.leadOne, sm),
'leadTwo': extract_lead(rs.leadTwo, sm),
}
def extract_live_tracks(sm):
"""Extract liveTracks radar points for bird's eye view.
Filters out tracks that are already shown as leadOne or leadTwo.
Uses radarTrackId matching: when radarState matches a liveTrack to a lead,
radarTrackId changes from -1 (vision-only) to the track's ID.
"""
try:
lt = sm['liveTracks']
points = []
# Get lead vehicle radar track IDs to filter them out
# radarTrackId = -1 means vision-only (no radar match)
# radarTrackId >= 0 means matched to a radar track
lead_track_ids = set()
if sm.valid.get('radarState', False):
rs = sm['radarState']
if rs.leadOne.status and rs.leadOne.radarTrackId >= 0:
lead_track_ids.add(rs.leadOne.radarTrackId)
if rs.leadTwo.status and rs.leadTwo.radarTrackId >= 0:
lead_track_ids.add(rs.leadTwo.radarTrackId)
if hasattr(lt, 'points'):
for pt in lt.points:
# Skip if this track is already shown as a lead vehicle
if pt.trackId in lead_track_ids:
continue
points.append({
'd': float(pt.dRel),
'y': float(pt.yRel),
'v': float(pt.vRel),
'm': bool(pt.measured),
})
return {'points': points}
except Exception as e:
cloudlog.warning(f"extract_live_tracks error: {e}")
return {'points': []}
def extract_live_gps(sm):
"""Extract liveGPS fields used by dashy."""
gps = sm['liveGPS']
# Skip if no coordinates yet
if gps.latitude == 0 and gps.longitude == 0:
return None
return {
'latitude': float(gps.latitude),
'longitude': float(gps.longitude),
'bearingDeg': float(gps.bearingDeg),
'speed': float(gps.speed),
'gpsOK': bool(gps.gpsOK),
'horizontalAccuracy': float(gps.horizontalAccuracy),
'status': str(gps.status),
}
def extract_nav_instruction(sm):
"""Extract navInstruction fields used by dashy."""
nav = sm['navInstruction']
maneuver_dist = float(safe_get(nav, 'maneuverDistance', 0))
dist_remaining = float(safe_get(nav, 'distanceRemaining', 0))
time_remaining = float(safe_get(nav, 'timeRemaining', 0))
speed_limit_ms = float(safe_get(nav, 'speedLimit', 0))
return {
'valid': sm.valid['navInstruction'],
'maneuverDistance': maneuver_dist,
'maneuverPrimaryText': str(safe_get(nav, 'maneuverPrimaryText', '')),
'maneuverSecondaryText': str(safe_get(nav, 'maneuverSecondaryText', '')),
'maneuverType': str(safe_get(nav, 'maneuverType', '')),
'maneuverModifier': str(safe_get(nav, 'maneuverModifier', '')),
'distanceRemaining': dist_remaining,
'timeRemaining': time_remaining,
'timeRemainingTypical': float(safe_get(nav, 'timeRemainingTypical', 0)),
'speedLimit': speed_limit_ms,
'speedLimitSign': str(safe_get(nav, 'speedLimitSign', '')),
# Pre-formatted display values
'maneuverDistanceDisplay': format_distance(maneuver_dist),
'distanceRemainingDisplay': format_distance(dist_remaining),
'timeRemainingDisplay': format_time(time_remaining),
'speedLimitDisplay': format_speed(speed_limit_ms) if speed_limit_ms > 0 else '',
}
def extract_nav_instruction_ext(sm):
"""Extract navInstructionExt fields used by dashy (extended nav data)."""
nav_ext = sm['navInstructionExt']
# Extract allManeuvers list (with name field and formatted distance)
all_maneuvers = []
if hasattr(nav_ext, 'allManeuvers'):
for m in nav_ext.allManeuvers:
dist = float(safe_get(m, 'distance', 0))
all_maneuvers.append({
'distance': dist,
'distanceDisplay': format_distance(dist),
'type': str(safe_get(m, 'type', '')),
'modifier': str(safe_get(m, 'modifier', '')),
'name': str(safe_get(m, 'name', '')),
})
return {
'turnAngle': float(safe_get(nav_ext, 'turnAngle', 0)),
'turnCurvature': float(safe_get(nav_ext, 'turnCurvature', 0)),
'allManeuvers': all_maneuvers,
}
def extract_nav_route(sm):
"""Extract navRoute coordinates used by dashy."""
route = sm['navRoute']
coords = []
if hasattr(route, 'coordinates'):
for c in route.coordinates:
coords.append([float(c.longitude), float(c.latitude)])
return {
'coordinates': coords,
}
def extract_model_v2(sm):
"""Extract modelV2 fields used by dashy (downsampled)."""
model = sm['modelV2']
# Position
pos = model.position
position = {
'x': downsample(list(pos.x)),
'y': downsample(list(pos.y)),
'z': downsample(list(pos.z)),
}
# Lane lines (4 lines)
lane_lines = []
for line in model.laneLines:
lane_lines.append({
'x': downsample(list(line.x)),
'y': downsample(list(line.y)),
'z': downsample(list(line.z)),
})
# Road edges (2 edges)
road_edges = []
for edge in model.roadEdges:
road_edges.append({
'x': downsample(list(edge.x)),
'y': downsample(list(edge.y)),
'z': downsample(list(edge.z)),
})
return {
'position': position,
'laneLines': lane_lines,
'laneLineProbs': list(model.laneLineProbs) if hasattr(model, 'laneLineProbs') else [0, 0, 0, 0],
'roadEdges': road_edges,
'roadEdgeStds': list(model.roadEdgeStds) if hasattr(model, 'roadEdgeStds') else [1, 1],
}
def extract_live_calibration(sm):
"""Extract liveCalibration fields used by dashy."""
cal = sm['liveCalibration']
return {
'rpyCalib': list(cal.rpyCalib) if hasattr(cal, 'rpyCalib') and cal.rpyCalib else [],
'calStatus': str(cal.calStatus) if hasattr(cal, 'calStatus') else 'uncalibrated',
'height': list(cal.height) if hasattr(cal, 'height') else [],
}
def extract_longitudinal_plan(sm):
"""Extract longitudinalPlan fields used by dashy."""
lp = sm['longitudinalPlan']
return {
'allowThrottle': bool(safe_get(lp, 'allowThrottle', True)),
}
def extract_controls_state_ext(sm):
"""Extract controlsStateExt fields used by dashy."""
cse = sm['controlsStateExt']
return {
'alkaActive': bool(safe_get(cse, 'alkaActive', False)),
}
def extract_car_params(sm):
"""Extract carParams fields used by dashy."""
cp = sm['carParams']
return {
'openpilotLongitudinalControl': bool(safe_get(cp, 'openpilotLongitudinalControl', False)),
}
# =============================================================================
# TOPIC CONFIGURATION
# =============================================================================
# Single source of truth for all subscribed topics.
# Comment out a line to disable that topic entirely.
#
# Fields:
# extractor: function(sm) -> dict, extracts data from message
# rate: 'fast' = every frame when updated
# number = slow poll divider (e.g., LOOP_RATE = 1Hz)
# 'valid' = just track valid state, no extraction
# 'subscribe' = subscribed but extracted within other extractors
# default: initial cache value (None if not specified)
# =============================================================================
TOPICS = {
# Fast topics - extract every frame when updated
'carState': {'extractor': extract_car_state, 'rate': 'fast'},
'selfdriveState': {'extractor': extract_selfdrive_state, 'rate': 'fast'},
'radarState': {'extractor': extract_radar_state, 'rate': 'fast'},
'liveTracks': {'extractor': extract_live_tracks, 'rate': 'fast'},
'modelV2': {'extractor': extract_model_v2, 'rate': 'fast'},
'longitudinalPlan': {'extractor': extract_longitudinal_plan, 'rate': 'fast'},
'liveGPS': {'extractor': extract_live_gps, 'rate': 'fast'},
# Slow topics - poll at fixed intervals
'deviceState': {'extractor': extract_device_state, 'rate': LOOP_RATE // 2},
'liveCalibration': {'extractor': extract_live_calibration, 'rate': LOOP_RATE},
'navInstruction': {'extractor': extract_nav_instruction, 'rate': LOOP_RATE},
'navInstructionExt': {'extractor': extract_nav_instruction_ext, 'rate': LOOP_RATE},
'navRoute': {'extractor': extract_nav_route, 'rate': LOOP_RATE},
'carParams': {'extractor': extract_car_params, 'rate': LOOP_RATE * 2},
# Valid-only topics - just track valid state
'roadCameraState': {'rate': 'valid', 'default': False},
# Subscribe-only topics - subscribed but extracted within other extractors
'controlsState': {'rate': 'subscribe'},
# Optional/dragonpilot-specific topics - comment out to disable
'controlsStateExt': {'extractor': extract_controls_state_ext, 'rate': 'fast', 'default': {'alkaActive': False}},
}
def main():
cloudlog.info("dashyd: starting")
# Initialize metric preference
refresh_metric_preference()
# Derive services list from TOPICS config
services = list(TOPICS.keys())
sm = messaging.SubMaster(services)
pm = messaging.PubMaster(['dashyState'])
rk = Ratekeeper(LOOP_RATE)
# Initialize cache from TOPICS defaults (exclude subscribe-only topics)
cache = {t: cfg.get('default') for t, cfg in TOPICS.items() if cfg.get('rate') != 'subscribe'}
cache['carParams'] = get_car_params_from_params() # special: init from Params
# Build topic lists from TOPICS config
fast_topics = {t: cfg['extractor'] for t, cfg in TOPICS.items() if cfg.get('rate') == 'fast'}
slow_topics = {t: (cfg['extractor'], cfg['rate']) for t, cfg in TOPICS.items()
if isinstance(cfg.get('rate'), int)}
valid_topics = [t for t, cfg in TOPICS.items() if cfg.get('rate') == 'valid']
cache_dirty = True
frame_count = 0
while True:
sm.update(0)
frame_count += 1
# Refresh metric preference every ~2 seconds
if frame_count % (LOOP_RATE * 2) == 0:
refresh_metric_preference()
cache_dirty = True # Force re-format with new units
# Fast topics - extract when updated
for topic, extractor in fast_topics.items():
if sm.updated[topic]:
cache[topic] = extractor(sm)
cache_dirty = True
# Slow topics - extract at fixed intervals (ignore sm.updated)
for topic, (extractor, divider) in slow_topics.items():
if frame_count % divider == 0:
cache[topic] = extractor(sm)
cache_dirty = True
# Valid-only topics - just track valid state
for topic in valid_topics:
if sm.updated[topic]:
new_val = sm.valid[topic]
if cache[topic] != new_val:
cache[topic] = new_val
cache_dirty = True
# Only serialize and publish if something changed
if cache_dirty:
# Only publish when critical data exists (nav data can be null)
critical_ready = (
cache.get('carState') is not None and
cache.get('modelV2') is not None and
cache.get('selfdriveState') is not None
)
if critical_ready:
state = {
'ts': sm.logMonoTime['carState'],
'display': {
'isMetric': _is_metric,
'speedUnit': get_speed_unit(),
'distanceUnit': get_distance_unit(),
},
**cache, # include all cached topics
}
msg = messaging.new_message('dashyState')
msg.dashyState.json = json.dumps(state).encode()
pm.send('dashyState', msg)
cache_dirty = False
rk.keep_time()
if __name__ == "__main__":
main()
-423
View File
@@ -1,423 +0,0 @@
#!/usr/bin/env python3
"""
Copyright (c) 2026, Rick Lan
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, and/or sublicense,
for non-commercial purposes only, subject to the following conditions:
- The above copyright notice and this permission notice shall be included in
all copies or substantial portions of the Software.
- Commercial use (e.g. use in a product, service, or activity intended to
generate revenue) is prohibited without explicit written permission from
the copyright holder.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED,
INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A
PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
GPS Location Service - GPS + livePose fusion with Kalman filter.
- Position: 2D Kalman filter fusing GPS with livePose velocity
- Bearing: livePose yaw + GPS-calibrated offset (with slow drift correction)
"""
import numpy as np
from cereal import messaging, custom
from openpilot.common.params import Params
from openpilot.common.realtime import Ratekeeper
from openpilot.common.transformations.coordinates import LocalCoord
from openpilot.common.swaglog import cloudlog
from openpilot.common.gps import get_gps_location_service
def wrap_angle(x):
return np.arctan2(np.sin(x), np.cos(x))
class GPSKalman:
"""
3D Kalman filter for GPS fusion.
State: [north, east, yaw_offset] where yaw_offset calibrates livePose to true north.
Adapts automatically to GPS accuracy (ublox vs qcom).
"""
# Process noise
POS_NOISE = 0.5 # m²/s - position uncertainty growth
YAW_NOISE = 0.0001 # rad²/s - yaw offset drift (~0.6°/min)
def __init__(self):
self.x = np.zeros(3) # [north, east, yaw_offset]
self.P = np.diag([100.0, 100.0, 1.0]) # uncertainty (position high, yaw moderate)
def get_yaw(self, pose_yaw):
"""Get calibrated yaw from pose yaw + estimated offset."""
return wrap_angle(pose_yaw + self.x[2])
def predict(self, vel_ned, dt):
"""Predict state using velocity from livePose."""
# Position prediction
self.x[0] += vel_ned[0] * dt
self.x[1] += vel_ned[1] * dt
# yaw_offset: no change (constant), just add process noise
# Process noise - more yaw drift when stopped (gyro drift accumulates)
speed = np.linalg.norm(vel_ned[:2])
yaw_noise = self.YAW_NOISE if speed > 1.0 else self.YAW_NOISE * 10
Q = np.diag([self.POS_NOISE * dt, self.POS_NOISE * dt, yaw_noise * dt])
self.P += Q
def update_position(self, gps_ned, gps_accuracy):
"""Update position with GPS measurement."""
# Observation matrix: observe [north, east], not yaw_offset
H = np.array([[1, 0, 0],
[0, 1, 0]])
# Measurement noise from GPS accuracy
R = np.eye(2) * (gps_accuracy ** 2)
# Innovation
z = gps_ned[:2]
y = z - H @ self.x
# Kalman gain
S = H @ self.P @ H.T + R
det = S[0, 0] * S[1, 1] - S[0, 1] * S[1, 0]
if abs(det) < 1e-10:
return
S_inv = np.array([[S[1, 1], -S[0, 1]],
[-S[1, 0], S[0, 0]]]) / det
K = self.P @ H.T @ S_inv
# Update
self.x += K @ y
self.P = (np.eye(3) - K @ H) @ self.P
self._ensure_positive_definite()
def update_yaw(self, gps_bearing, pose_yaw, bearing_std):
"""Update yaw_offset with GPS bearing measurement."""
# Observation: yaw_offset = gps_bearing - pose_yaw
# H = [0, 0, 1] - we observe yaw_offset directly
H = np.array([[0, 0, 1]])
# Measurement noise from GPS bearing uncertainty
R = np.array([[bearing_std ** 2]])
# Expected yaw_offset from GPS
observed_offset = wrap_angle(gps_bearing - pose_yaw)
# Innovation (handle angle wrapping)
predicted_offset = self.x[2]
y = np.array([wrap_angle(observed_offset - predicted_offset)])
# Kalman gain
S = H @ self.P @ H.T + R
K = self.P @ H.T / S[0, 0]
# Update
self.x += (K @ y).flatten()
self.x[2] = wrap_angle(self.x[2]) # keep yaw_offset wrapped
self.P = (np.eye(3) - K @ H) @ self.P
self._ensure_positive_definite()
def _ensure_positive_definite(self):
"""Ensure covariance stays positive definite. Reinit if corrupted."""
self.P = (self.P + self.P.T) / 2
if np.any(np.diag(self.P) < 0):
cloudlog.warning("gpsd: negative covariance detected, reinitializing filter")
self.P = np.diag([100.0, 100.0, 1.0])
return
min_var = np.array([0.01, 0.01, 0.0001]) # minimum variances
for i in range(3):
self.P[i, i] = max(self.P[i, i], min_var[i])
def reset(self, pos, yaw_offset=None):
"""Reset to known position, optionally with yaw offset."""
self.x[0] = pos[0]
self.x[1] = pos[1]
if yaw_offset is not None:
self.x[2] = yaw_offset
self.P = np.diag([1.0, 1.0, 0.1]) # low uncertainty
else:
self.P = np.diag([1.0, 1.0, self.P[2, 2]]) # keep yaw uncertainty
@property
def pos(self):
"""Position [north, east]."""
return self.x[:2]
@property
def yaw_offset(self):
"""Yaw offset estimate."""
return self.x[2]
@property
def pos_uncertainty(self):
"""Position uncertainty (meters)."""
return np.sqrt(max(0.0, (self.P[0, 0] + self.P[1, 1]) / 2))
@property
def yaw_uncertainty(self):
"""Yaw offset uncertainty (radians)."""
return np.sqrt(max(0.0, self.P[2, 2]))
class LiveGPS:
"""
GPS + livePose fusion with 3D Kalman filter.
- Position: Kalman filter fusing GPS with livePose velocity
- Bearing: Kalman-estimated yaw_offset + livePose yaw
"""
GPS_MIN_SPEED = 5.0 # m/s (18 km/h) - need speed for reliable GPS bearing
GPS_MAX_ACCURACY = 50.0 # m - reject very bad GPS
BEARING_STD_BASE = 0.1 # rad (~6°) - base GPS bearing uncertainty
BEARING_STD_PER_ACC = 0.02 # rad per meter of GPS accuracy
def __init__(self):
# pose inputs
self.orientation_ned = np.zeros(3)
self.vel_device = np.zeros(3)
# gps inputs
self.gps = None
self.last_gps_t = 0.0
self.unix_timestamp_millis = 0
# Kalman filter: [north, east, yaw_offset]
self.origin = None # LocalCoord of first GPS fix
self.kf = GPSKalman() # 3D Kalman filter
self.altitude = 0.0 # altitude tracked separately (1D)
self.last_gps_update_t = 0.0 # track when we last updated Kalman with GPS
# timing
self.last_t = None
self.last_pose_yaw = None # for yaw rate calculation
self.live_pose_ok = False # for monitoring
# -----------------------------
# inputs
# -----------------------------
def handle_pose(self, pose):
if pose.orientationNED.valid:
self.orientation_ned[:] = [
pose.orientationNED.x,
pose.orientationNED.y,
pose.orientationNED.z,
]
if pose.velocityDevice.valid:
self.vel_device[:] = [
pose.velocityDevice.x,
pose.velocityDevice.y,
pose.velocityDevice.z,
]
# For monitoring
self.live_pose_ok = pose.orientationNED.valid and pose.velocityDevice.valid
def handle_gps(self, t, gps):
if gps.horizontalAccuracy > 0 and gps.horizontalAccuracy > self.GPS_MAX_ACCURACY:
return
if abs(gps.latitude) < 0.1 or abs(gps.longitude) < 0.1:
return
self.gps = gps
self.last_gps_t = t
self.unix_timestamp_millis = gps.unixTimestampMillis
# -----------------------------
# core update
# -----------------------------
def update(self, t):
dt = (t - self.last_t) if self.last_t else 0.05
self.last_t = t
if self.gps is None:
return
# initialize origin on first GPS
if self.origin is None:
self.origin = LocalCoord.from_geodetic([self.gps.latitude, self.gps.longitude, self.gps.altitude])
self.kf.reset(np.zeros(2))
self.altitude = self.gps.altitude
cloudlog.info(f"gpsd: origin set at {self.gps.latitude:.6f}, {self.gps.longitude:.6f}")
return
# get current yaw from Kalman (pose_yaw + estimated yaw_offset)
pose_yaw = self.orientation_ned[2]
yaw = self.kf.get_yaw(pose_yaw)
# transform velocity from device frame to NED
cos_yaw, sin_yaw = np.cos(yaw), np.sin(yaw)
vel_ned = np.array([
self.vel_device[0] * cos_yaw - self.vel_device[1] * sin_yaw,
self.vel_device[0] * sin_yaw + self.vel_device[1] * cos_yaw,
-self.vel_device[2]
])
# Kalman predict: propagate position using livePose velocity
# Skip prediction when stationary (GPS wanders, IMU drifts)
# Threshold 0.1 m/s - above noise (~0.04) but catches actual stops
speed = np.linalg.norm(self.vel_device[:2])
is_moving = speed > 0.1
if is_moving:
self.kf.predict(vel_ned, dt)
# Kalman update: only on NEW GPS data (not stale)
# Skip position update when stopped - prevents GPS wander from moving position
new_gps = self.last_gps_t > self.last_gps_update_t
if new_gps and is_moving:
self.last_gps_update_t = self.last_gps_t
gps_ned = self.origin.geodetic2ned([self.gps.latitude, self.gps.longitude, self.gps.altitude])
gps_accuracy = self.gps.horizontalAccuracy if self.gps.horizontalAccuracy > 0 else 15.0
# Check for hard reset (large error after tunnel/GPS loss)
error = np.linalg.norm(gps_ned[:2] - self.kf.pos)
if error > 100.0 and gps_accuracy < 20.0:
# GPS is good but we're far off - full reset (new origin, fresh Kalman)
yaw_err_deg = np.degrees(self.kf.yaw_uncertainty)
cloudlog.warning(f"gpsd: hard reset, error={error:.1f}m, yaw_unc={yaw_err_deg:.1f}°, gps_acc={gps_accuracy:.1f}m, livePoseOk={self.live_pose_ok}")
# Reset origin to current GPS - starts fresh
self.origin = LocalCoord.from_geodetic([self.gps.latitude, self.gps.longitude, self.gps.altitude])
self.kf = GPSKalman() # fresh Kalman filter
self.kf.reset(np.zeros(2)) # position (0,0) at new origin
self.altitude = self.gps.altitude
return # skip normal update this frame
else:
# Position update - adapts to GPS accuracy:
# - ublox (2-5m): high gain, trusts GPS
# - qcom (10-30m): low gain, trusts IMU more
self.kf.update_position(gps_ned, gps_accuracy)
# simple altitude tracking (no Kalman needed)
self.altitude = 0.9 * self.altitude + 0.1 * self.gps.altitude
# Yaw update (need speed for reliable GPS bearing)
if self.gps.speed > self.GPS_MIN_SPEED:
# compute yaw rate to check if driving straight
yaw_rate = 0.0
if self.last_pose_yaw is not None and dt > 0:
yaw_rate = abs(wrap_angle(pose_yaw - self.last_pose_yaw)) / dt
# GPS bearing is unreliable during turns - increase uncertainty
gps_bearing = np.radians(self.gps.bearingDeg)
bearing_std = self.BEARING_STD_BASE + self.BEARING_STD_PER_ACC * gps_accuracy
if yaw_rate > 0.1: # turning - GPS bearing lags
bearing_std *= 3.0
self.kf.update_yaw(gps_bearing, pose_yaw, bearing_std)
self.last_pose_yaw = pose_yaw
# -----------------------------
# output
# -----------------------------
def get_msg(self, log_mono_time):
msg = messaging.new_message("liveGPS", valid=True)
msg.logMonoTime = log_mono_time
out = msg.liveGPS
t = log_mono_time * 1e-9
gps_fresh = self.gps is not None and (t - self.last_gps_t) < 5.0
pos_initialized = self.origin is not None
# yaw is calibrated when uncertainty < 0.5 rad (~30°)
yaw_calibrated = self.kf.yaw_uncertainty < 0.5
if pos_initialized:
# position from Kalman filter (NED -> geodetic)
pos_ned = np.array([self.kf.pos[0], self.kf.pos[1], self.altitude])
geodetic = self.origin.ned2geodetic(pos_ned)
out.latitude = float(geodetic[0])
out.longitude = float(geodetic[1])
out.altitude = float(geodetic[2])
out.speed = float(np.linalg.norm(self.vel_device[:2]))
# horizontalAccuracy from Kalman uncertainty
out.horizontalAccuracy = float(self.kf.pos_uncertainty)
out.verticalAccuracy = float(self.gps.verticalAccuracy) if hasattr(self.gps, 'verticalAccuracy') and self.gps.verticalAccuracy > 0 else 15.0
# bearing from Kalman (pose_yaw + estimated yaw_offset)
has_livePose = np.any(self.orientation_ned != 0)
if yaw_calibrated and has_livePose and gps_fresh:
yaw = self.kf.get_yaw(self.orientation_ned[2])
out.bearingDeg = float(np.degrees(yaw) % 360)
out.status = custom.LiveGPS.Status.valid
else:
# fallback to raw GPS bearing
out.bearingDeg = float(self.gps.bearingDeg)
out.status = custom.LiveGPS.Status.uncalibrated
elif self.gps is not None:
# have GPS but not initialized yet - pass through raw
out.latitude = float(self.gps.latitude)
out.longitude = float(self.gps.longitude)
out.altitude = float(self.gps.altitude)
out.speed = float(self.gps.speed)
out.bearingDeg = float(self.gps.bearingDeg)
out.horizontalAccuracy = float(self.gps.horizontalAccuracy) if self.gps.horizontalAccuracy > 0 else 20.0
out.status = custom.LiveGPS.Status.uncalibrated
else:
out.status = custom.LiveGPS.Status.uninitialized
# gpsOK = position is usable (bearing calibration tracked separately via status)
out.gpsOK = gps_fresh and pos_initialized
out.unixTimestampMillis = self.unix_timestamp_millis
out.lastGpsTimestamp = int(self.last_gps_t * 1e9)
# livePose health - for monitoring
out.livePoseOk = self.live_pose_ok
return msg
def main():
import os
params = Params()
# EXT=1 forces gpsLocationExternal (ublox), EXT=0 forces gpsLocation (qcom)
ext_override = os.environ.get("EXT")
if ext_override == "1":
gps_service = "gpsLocationExternal"
cloudlog.info("gpsd: EXT=1, using gpsLocationExternal (ublox)")
elif ext_override == "0":
gps_service = "gpsLocation"
cloudlog.info("gpsd: EXT=0, using gpsLocation (qcom)")
else:
gps_service = get_gps_location_service(params)
pm = messaging.PubMaster(["liveGPS"])
sm = messaging.SubMaster([gps_service, "livePose"], ignore_alive=[gps_service])
gps = LiveGPS()
rk = Ratekeeper(20)
while True:
try:
sm.update(0)
if sm.logMonoTime["livePose"] > 0:
t = sm.logMonoTime["livePose"] * 1e-9
log_mono_time = sm.logMonoTime["livePose"]
else:
log_mono_time = int(rk.frame * 1e9 / 20)
t = log_mono_time * 1e-9
if sm.updated[gps_service]:
gps.handle_gps(t, sm[gps_service])
if sm.updated["livePose"] and sm.valid["livePose"]:
gps.handle_pose(sm["livePose"])
gps.update(t)
pm.send("liveGPS", gps.get_msg(log_mono_time))
except Exception:
cloudlog.exception("gpsd: error in main loop")
rk.keep_time()
if __name__ == "__main__":
main()
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"""
Copyright (c) 2026, Rick Lan
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, and/or sublicense,
for non-commercial purposes only, subject to the following conditions:
- The above copyright notice and this permission notice shall be included in
all copies or substantial portions of the Software.
- Commercial use (e.g. use in a product, service, or activity intended to
generate revenue) is prohibited without explicit written permission from
the copyright holder.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED,
INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A
PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
dragonpilot Map-Aware Assist (MAA)
Navigation-assisted driving module that provides:
- Route tracking and turn-by-turn navigation
- Turn speed limits based on road curvature
- Blinker-based turn desire for lane changes
- Physics-based acceleration limiting
"""
-657
View File
@@ -1,657 +0,0 @@
"""
Copyright (c) 2026, Rick Lan
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, and/or sublicense,
for non-commercial purposes only, subject to the following conditions:
- The above copyright notice and this permission notice shall be included in
all copies or substantial portions of the Software.
- Commercial use (e.g. use in a product, service, or activity intended to
generate revenue) is prohibited without explicit written permission from
the copyright holder.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED,
INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A
PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Navigation helpers for dragonpilot MAA.
Coordinate math, route parsing, and curvature computation utilities.
"""
from __future__ import annotations
import json
import math
from typing import Any, cast
from opendbc.car.common.conversions import Conversions
from openpilot.common.params import Params
DIRECTIONS = ('left', 'right', 'straight')
MODIFIABLE_DIRECTIONS = ('left', 'right')
EARTH_MEAN_RADIUS = 6371007.2
# Speed unit conversions to m/s
SPEED_CONVERSIONS = {
'km/h': Conversions.KPH_TO_MS,
'mph': Conversions.MPH_TO_MS,
}
class Coordinate:
def __init__(self, latitude: float, longitude: float) -> None:
self.latitude = latitude
self.longitude = longitude
self.annotations: dict[str, float] = {}
@classmethod
def from_mapbox_tuple(cls, t: tuple[float, float]) -> Coordinate:
return cls(t[1], t[0])
@classmethod
def from_osrm_tuple(cls, t: list[float]) -> Coordinate:
"""OSRM uses [lon, lat] order."""
return cls(t[1], t[0])
def as_dict(self) -> dict[str, float]:
return {'latitude': self.latitude, 'longitude': self.longitude}
def __str__(self) -> str:
return f'Coordinate({self.latitude}, {self.longitude})'
def __repr__(self) -> str:
return self.__str__()
def __eq__(self, other) -> bool:
if not isinstance(other, Coordinate):
return False
return self.latitude == other.latitude and self.longitude == other.longitude
def __hash__(self) -> int:
return hash((self.latitude, self.longitude))
def __sub__(self, other: Coordinate) -> Coordinate:
return Coordinate(self.latitude - other.latitude, self.longitude - other.longitude)
def __add__(self, other: Coordinate) -> Coordinate:
return Coordinate(self.latitude + other.latitude, self.longitude + other.longitude)
def __mul__(self, c: float) -> Coordinate:
return Coordinate(self.latitude * c, self.longitude * c)
def dot(self, other: Coordinate) -> float:
return self.latitude * other.latitude + self.longitude * other.longitude
def distance_to(self, other: Coordinate) -> float:
"""Haversine distance in meters."""
dlat = math.radians(other.latitude - self.latitude)
dlon = math.radians(other.longitude - self.longitude)
haversine_dlat = math.sin(dlat / 2.0)
haversine_dlat *= haversine_dlat
haversine_dlon = math.sin(dlon / 2.0)
haversine_dlon *= haversine_dlon
y = haversine_dlat \
+ math.cos(math.radians(self.latitude)) \
* math.cos(math.radians(other.latitude)) \
* haversine_dlon
x = 2 * math.asin(math.sqrt(y))
return x * EARTH_MEAN_RADIUS
def bearing_to(self, other: Coordinate) -> float:
"""Bearing to other coordinate in degrees (0-360)."""
lat1, lat2 = math.radians(self.latitude), math.radians(other.latitude)
dlon = math.radians(other.longitude - self.longitude)
x = math.sin(dlon) * math.cos(lat2)
y = math.cos(lat1) * math.sin(lat2) - math.sin(lat1) * math.cos(lat2) * math.cos(dlon)
bearing = math.degrees(math.atan2(x, y))
return (bearing + 360) % 360
def minimum_distance(a: Coordinate, b: Coordinate, p: Coordinate) -> float:
"""Minimum distance from point p to line segment ab."""
if a.distance_to(b) < 0.01:
return a.distance_to(p)
ap = p - a
ab = b - a
t = max(0.0, min(1.0, ap.dot(ab) / ab.dot(ab)))
projection = a + ab * t
return projection.distance_to(p)
def project_onto_segment(a: Coordinate, b: Coordinate, p: Coordinate) -> tuple[Coordinate, float, float]:
"""Project point p onto line segment ab (snap to road).
Returns:
(projected_point, t, distance) where:
- projected_point: the closest point on segment ab to p
- t: parameter 0-1 indicating position along segment (0=a, 1=b)
- distance: distance from p to the projected point
"""
seg_len = a.distance_to(b)
if seg_len < 0.01:
return a, 0.0, a.distance_to(p)
ap = p - a
ab = b - a
t = max(0.0, min(1.0, ap.dot(ab) / ab.dot(ab)))
projection = a + ab * t
return projection, t, projection.distance_to(p)
def distance_along_geometry(geometry: list[Coordinate], pos: Coordinate) -> float:
"""Calculate distance traveled along geometry from start to closest point to pos."""
if len(geometry) <= 2:
return geometry[0].distance_to(pos)
total_distance = 0.0
total_distance_closest = 0.0
closest_distance = 1e9
for i in range(len(geometry) - 1):
d = minimum_distance(geometry[i], geometry[i + 1], pos)
if d < closest_distance:
closest_distance = d
total_distance_closest = total_distance + geometry[i].distance_to(pos)
total_distance += geometry[i].distance_to(geometry[i + 1])
return total_distance_closest
def normalize_angle(angle: float) -> float:
"""Normalize angle to -180 to 180 degrees."""
while angle > 180:
angle -= 360
while angle < -180:
angle += 360
return angle
def calculate_turn_angle(
current_geometry: list[Coordinate],
next_geometry: list[Coordinate],
samples: int = 3
) -> float:
"""
Calculate turn angle between two road segments.
Uses the bearing of the end of current geometry vs the bearing
of the start of next geometry to determine turn angle.
Args:
current_geometry: Coordinates of current road segment (before turn)
next_geometry: Coordinates of next road segment (after turn)
samples: Number of points to use for bearing calculation (for stability)
Returns:
Turn angle in degrees. Positive = left turn, negative = right turn.
Example: 90 = 90° left turn, -90 = 90° right turn
"""
if len(current_geometry) < 2 or len(next_geometry) < 2:
return 0.0
# Get bearing of current road (last segment)
# Use last few points for stability
start_idx = max(0, len(current_geometry) - samples)
current_bearing = current_geometry[start_idx].bearing_to(current_geometry[-1])
# Get bearing of next road (first segment)
# Use first few points for stability
end_idx = min(samples, len(next_geometry) - 1)
next_bearing = next_geometry[0].bearing_to(next_geometry[end_idx])
# Calculate turn angle (positive = left, negative = right)
# This matches openpilot convention where left is positive curvature
angle = normalize_angle(current_bearing - next_bearing)
return angle
def coordinate_from_param(key: str, params: Params = None) -> Coordinate | None:
"""Read coordinate from params.
Handles both JSON type params (returns dict) and STRING type params (returns string).
"""
if params is None:
params = Params()
try:
value = params.get(key)
if value is None:
return None
# JSON type params return dict directly, STRING type needs json.loads()
if isinstance(value, str):
pos = json.loads(value)
else:
pos = value
if 'latitude' not in pos or 'longitude' not in pos:
return None
return Coordinate(pos['latitude'], pos['longitude'])
except (json.JSONDecodeError, KeyError, TypeError):
return None
def find_closest_point_on_route(pos: Coordinate, route_coords: list[Coordinate]) -> tuple[int, float]:
"""Find closest point index and distance on route."""
if not route_coords:
return 0, float('inf')
min_dist = float('inf')
closest_idx = 0
for i in range(len(route_coords) - 1):
# Check distance to segment, not just point
d = minimum_distance(route_coords[i], route_coords[i + 1], pos)
if d < min_dist:
min_dist = d
closest_idx = i
return closest_idx, min_dist
def calculate_remaining_distance(route_coords: list[Coordinate], from_idx: int) -> float:
"""Calculate remaining distance along route from index."""
if from_idx >= len(route_coords) - 1:
return 0.0
total = 0.0
for i in range(from_idx, len(route_coords) - 1):
total += route_coords[i].distance_to(route_coords[i + 1])
return total
# --- Instruction Parsing ---
def string_to_direction(direction: str) -> str:
"""Convert direction string to standard format."""
for d in DIRECTIONS:
if d in direction:
if 'slight' in direction and d in MODIFIABLE_DIRECTIONS:
return 'slight' + d.capitalize()
return d
return 'none'
def maxspeed_to_ms(maxspeed: dict[str, str | float]) -> float:
"""Convert speed limit dict to m/s."""
unit = cast(str, maxspeed['unit'])
speed = cast(float, maxspeed['speed'])
return SPEED_CONVERSIONS.get(unit, 1.0) * speed
def field_valid(dat: dict, field: str) -> bool:
"""Check if field exists and is not None."""
return field in dat and dat[field] is not None
def parse_banner_instructions(banners: Any, distance_to_maneuver: float = 0.0) -> dict[str, Any] | None:
"""Parse Mapbox/OSRM banner instructions."""
if not banners or not len(banners):
return None
instruction = {}
# A segment can contain multiple banners, find one that we need to show now
current_banner = banners[0]
for banner in banners:
if distance_to_maneuver < banner.get('distanceAlongGeometry', 0):
current_banner = banner
# Only show banner when close enough to maneuver
instruction['showFull'] = distance_to_maneuver < current_banner.get('distanceAlongGeometry', 0)
# Primary
p = current_banner.get('primary', {})
if field_valid(p, 'text'):
instruction['maneuverPrimaryText'] = p['text']
if field_valid(p, 'type'):
instruction['maneuverType'] = p['type']
if field_valid(p, 'modifier'):
instruction['maneuverModifier'] = p['modifier']
# Secondary
if field_valid(current_banner, 'secondary'):
instruction['maneuverSecondaryText'] = current_banner['secondary']['text']
# Lane lines
if field_valid(current_banner, 'sub'):
lanes = []
for component in current_banner['sub'].get('components', []):
if component.get('type') != 'lane':
continue
lane = {
'active': component.get('active', False),
'directions': [string_to_direction(d) for d in component.get('directions', [])],
}
if field_valid(component, 'active_direction'):
lane['activeDirection'] = string_to_direction(component['active_direction'])
lanes.append(lane)
instruction['lanes'] = lanes
return instruction
def parse_osrm_step(step: dict) -> dict[str, Any]:
"""Parse OSRM route step into instruction format."""
maneuver = step.get('maneuver', {})
instruction = {
'distance': step.get('distance', 0),
'duration': step.get('duration', 0),
'name': step.get('name', ''),
'maneuverType': maneuver.get('type', ''),
'maneuverModifier': maneuver.get('modifier', ''),
'location': maneuver.get('location', []), # [lon, lat]
}
return instruction
def classify_maneuver(maneuver_type: str, maneuver_modifier: str) -> str:
"""
Classify OSRM maneuver as 'turn' or 'laneChange'.
Highway exits/forks use laneChange desires (smoother).
Intersection turns use turn desires (sharper).
OSRM maneuver types:
- turn: regular intersection turn
- fork: highway split/junction
- off ramp: highway exit
- on ramp: highway entrance
- merge: merging lanes
- roundabout turn: roundabout exit
- exit roundabout: leaving roundabout
- continue: straight (no maneuver)
- depart/arrive: start/end
Returns:
'turn' for intersection turns
'laneChange' for highway exits/forks
'none' for straight/no maneuver
"""
maneuver_type = maneuver_type.lower()
maneuver_modifier = maneuver_modifier.lower()
# Highway exits and forks -> lane change desire
LANE_CHANGE_TYPES = {
'fork', # highway fork/split
'off ramp', # highway exit
'on ramp', # highway entrance
'merge', # merging
'exit rotary', # leaving rotary
'exit roundabout',# leaving roundabout
}
# Intersection turns -> turn desire
TURN_TYPES = {
'turn', # regular turn
'end of road', # forced turn at end of road
'rotary', # entering rotary
'roundabout', # entering roundabout
'roundabout turn',# turn within roundabout
}
# No maneuver
NO_MANEUVER_TYPES = {
'continue',
'depart',
'arrive',
'new name',
'notification',
}
if maneuver_type in LANE_CHANGE_TYPES:
return 'laneChange'
if maneuver_type in TURN_TYPES:
# For turns, check modifier - slight turns at highway speeds might be lane changes
if 'slight' in maneuver_modifier:
# Slight turns could be either - default to turn but could be lane change
# CarrotPilot uses additional context like road speed limit
return 'turn'
return 'turn'
if maneuver_type in NO_MANEUVER_TYPES:
return 'none'
# Unknown type - default to turn
return 'turn'
def get_turn_direction(maneuver_modifier: str) -> str:
"""
Get turn direction from OSRM maneuver modifier.
Returns:
'left', 'right', or 'none'
"""
modifier = maneuver_modifier.lower()
if 'left' in modifier:
return 'left'
if 'right' in modifier:
return 'right'
return 'none'
# --- Curvature Computation ---
def compute_path_curvature(pos: Coordinate, bearing: float, route_coords: list[Coordinate],
closest_idx: int, v_ego: float, lookahead_time: float = 2.5) -> float:
"""
Compute desired curvature from route geometry using pure pursuit.
Args:
pos: Current position
bearing: Current heading in degrees
route_coords: List of route coordinates
closest_idx: Index of closest point on route
v_ego: Current vehicle speed m/s
lookahead_time: How far ahead to look in seconds
Returns:
Desired curvature in 1/m (positive = left turn, negative = right turn)
"""
if not route_coords or closest_idx >= len(route_coords) - 1:
return 0.0
# Calculate lookahead distance (min 30m, based on speed)
lookahead_dist = max(v_ego * lookahead_time, 30.0)
# Find lookahead point along route
dist_traveled = 0.0
lookahead_idx = closest_idx
for i in range(closest_idx, len(route_coords) - 1):
segment_dist = route_coords[i].distance_to(route_coords[i + 1])
if dist_traveled + segment_dist >= lookahead_dist:
# Interpolate within segment
remaining = lookahead_dist - dist_traveled
ratio = remaining / segment_dist if segment_dist > 0 else 0
lookahead_idx = i
# Could interpolate here, but using next point is simpler
if ratio > 0.5:
lookahead_idx = i + 1
break
dist_traveled += segment_dist
lookahead_idx = i + 1
if lookahead_idx >= len(route_coords):
lookahead_idx = len(route_coords) - 1
lookahead_point = route_coords[lookahead_idx]
# Calculate desired heading to lookahead point
desired_bearing = pos.bearing_to(lookahead_point)
# Calculate heading error (normalized to -180 to 180)
heading_error = desired_bearing - bearing
if heading_error > 180:
heading_error -= 360
elif heading_error < -180:
heading_error += 360
# Convert heading error to yaw (radians)
yaw_error = math.radians(heading_error)
# Distance to lookahead point
dist_to_lookahead = pos.distance_to(lookahead_point)
if dist_to_lookahead < 1.0:
return 0.0
# Pure pursuit curvature: 2 * sin(yaw_error) / lookahead_distance
# Note: Negative because heading_error > 0 means target is to the RIGHT (clockwise),
# and right turn should produce negative curvature
curvature = -2.0 * math.sin(yaw_error) / dist_to_lookahead
# Clamp to reasonable values (max ~7m radius turn)
MAX_CURVATURE = 0.15
return max(-MAX_CURVATURE, min(MAX_CURVATURE, curvature))
def smooth_curvature(new_curv: float, prev_curv: float, alpha: float = 0.3) -> float:
"""Exponential smoothing for curvature."""
return alpha * new_curv + (1 - alpha) * prev_curv
def curvature_to_radius(curvature: float) -> float:
"""Convert curvature to turn radius in meters."""
if abs(curvature) < 0.001:
return float('inf')
return 1.0 / abs(curvature)
def compute_turn_angle_at_index(route_coords: list[Coordinate], turn_idx: int,
sample_dist: float = 20.0) -> float:
"""
Compute turn angle at a specific point on the route.
Uses points sample_dist meters before and after for stability.
Returns angle in degrees (positive = left, negative = right).
"""
if turn_idx < 1 or turn_idx >= len(route_coords) - 1:
return 0.0
# Find points ~sample_dist before and after the turn for stable bearing
before_idx = turn_idx
after_idx = turn_idx
# Walk backwards to find before point
dist = 0.0
for i in range(turn_idx, 0, -1):
dist += route_coords[i].distance_to(route_coords[i - 1])
if dist >= sample_dist:
before_idx = i - 1
break
else:
before_idx = 0
# Walk forwards to find after point
dist = 0.0
for i in range(turn_idx, len(route_coords) - 1):
dist += route_coords[i].distance_to(route_coords[i + 1])
if dist >= sample_dist:
after_idx = i + 1
break
else:
after_idx = len(route_coords) - 1
if before_idx == turn_idx or after_idx == turn_idx:
return 0.0
# Calculate bearings using the sampled points
p1 = route_coords[before_idx]
p2 = route_coords[turn_idx]
p3 = route_coords[after_idx]
bearing1 = p1.bearing_to(p2)
bearing2 = p2.bearing_to(p3)
# Angle difference (positive = left, negative = right)
angle = bearing1 - bearing2
# Normalize to -180 to 180
while angle > 180:
angle -= 360
while angle < -180:
angle += 360
return angle
def compute_turn_curvature_at_index(route_coords: list[Coordinate], turn_idx: int,
sample_dist: float = 15.0) -> float:
"""
Compute curvature at turn point using three-point circle fitting.
Returns curvature in 1/m (positive = left, negative = right).
"""
if turn_idx < 1 or turn_idx >= len(route_coords) - 1:
return 0.0
# Find points sample_dist before and after
before_idx = turn_idx
after_idx = turn_idx
dist = 0.0
for i in range(turn_idx, 0, -1):
dist += route_coords[i].distance_to(route_coords[i - 1])
if dist >= sample_dist:
before_idx = i - 1
break
dist = 0.0
for i in range(turn_idx, len(route_coords) - 1):
dist += route_coords[i].distance_to(route_coords[i + 1])
if dist >= sample_dist:
after_idx = i + 1
break
if before_idx == turn_idx or after_idx == turn_idx:
return 0.0
# Three points for circle fitting
p1 = route_coords[before_idx]
p2 = route_coords[turn_idx]
p3 = route_coords[after_idx]
# Convert to local meters (approximate)
lat_center = p2.latitude
lon_scale = math.cos(math.radians(lat_center))
m_per_deg = 111319.5 # meters per degree latitude
x1 = (p1.longitude - p2.longitude) * lon_scale * m_per_deg
y1 = (p1.latitude - p2.latitude) * m_per_deg
x2 = 0.0
y2 = 0.0
x3 = (p3.longitude - p2.longitude) * lon_scale * m_per_deg
y3 = (p3.latitude - p2.latitude) * m_per_deg
# Calculate curvature using cross product / (product of distances)
d12 = math.sqrt((x2 - x1)**2 + (y2 - y1)**2)
d13 = math.sqrt((x3 - x1)**2 + (y3 - y1)**2)
d23 = math.sqrt((x3 - x2)**2 + (y3 - y2)**2)
if d12 < 0.1 or d13 < 0.1 or d23 < 0.1:
return 0.0
# Cross product (p2-p1) x (p3-p1) - z component only
cross = (x2 - x1) * (y3 - y1) - (y2 - y1) * (x3 - x1)
curvature = 2.0 * cross / (d12 * d13 * d23)
# Clamp to reasonable values
MAX_CURVATURE = 0.2 # ~5m radius
return max(-MAX_CURVATURE, min(MAX_CURVATURE, curvature))
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"""
Copyright (c) 2026, Rick Lan
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, and/or sublicense,
for non-commercial purposes only, subject to the following conditions:
- The above copyright notice and this permission notice shall be included in
all copies or substantial portions of the Software.
- Commercial use (e.g. use in a product, service, or activity intended to
generate revenue) is prohibited without explicit written permission from
the copyright holder.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED,
INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A
PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
dragonpilot Map-Aware Assist Library
Core modules:
- maa_desire: Simple turn desire logic (blinker confirmation, lane change blocking, RHD/LHD)
- model_helper: Helper class for modeld integration
- longitudinal_helper: Planner integration for speed/accel limiting
"""
from dragonpilot.dashy.maa.lib.maa_desire import (
should_block_lane_change,
get_turn_desire,
is_crossing_turn,
get_turn_trigger_distance,
)
from dragonpilot.dashy.maa.lib.model_helper import ModelHelper
from dragonpilot.dashy.maa.lib.longitudinal_helper import LongitudinalHelper
__all__ = [
'should_block_lane_change',
'get_turn_desire',
'is_crossing_turn',
'get_turn_trigger_distance',
'ModelHelper',
'LongitudinalHelper',
]
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#!/usr/bin/env python3
"""
Copyright (c) 2026, Rick Lan
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, and/or sublicense,
for non-commercial purposes only, subject to the following conditions:
- The above copyright notice and this permission notice shall be included in
all copies or substantial portions of the Software.
- Commercial use (e.g. use in a product, service, or activity intended to
generate revenue) is prohibited without explicit written permission from
the copyright holder.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED,
INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A
PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Acceleration Limiter
Physics-based acceleration limiting for turns.
Algorithm adapted from CarrotPilot (https://github.com/ajouatom/openpilot)
Credit: carrotpilot team for the physics-based lateral acceleration approach.
The key insight is that total acceleration is limited by tire grip:
a_total² = a_x² + a_y² a_max²
Where:
a_x = longitudinal acceleration (throttle/brake)
a_y = lateral acceleration (from turning) = × curvature
This means during turns, we must reduce longitudinal acceleration
to stay within the grip circle.
"""
import math
from dataclasses import dataclass
from typing import Tuple, Optional
@dataclass
class AccelLimits:
"""Acceleration limits."""
min_accel: float # m/s² (negative = braking)
max_accel: float # m/s² (positive = acceleration)
@dataclass
class AccelLimiterState:
"""Current state of acceleration limiter."""
v_ego: float = 0.0
curvature: float = 0.0
lateral_accel: float = 0.0
available_long_accel: float = 0.0
is_limiting: bool = False
class AccelLimiter:
"""
Physics-based acceleration limiter for turns.
Uses the friction circle concept: total acceleration magnitude
is limited by tire grip. During turns, lateral acceleration
consumes part of this budget, leaving less for longitudinal
acceleration.
Adapted from CarrotPilot's limit_accel_in_turns function.
"""
# Default lateral acceleration limit (m/s²)
# Comfortable limit is ~2-3 m/s², sporty is ~4 m/s²
DEFAULT_LAT_ACCEL_MAX = 2.5
# Lookup table for max total acceleration vs speed
# Higher speeds = lower max lateral accel for comfort
A_TOTAL_MAX_BP = [0., 10., 20., 30., 40.] # m/s
A_TOTAL_MAX_V = [3.0, 2.8, 2.5, 2.2, 2.0] # m/s²
def __init__(
self,
lat_accel_max: float = DEFAULT_LAT_ACCEL_MAX,
comfort_mode: bool = True
):
"""
Initialize acceleration limiter.
Args:
lat_accel_max: Maximum allowed lateral acceleration (m/)
comfort_mode: If True, use speed-dependent limits
"""
self.lat_accel_max = lat_accel_max
self.comfort_mode = comfort_mode
self.state = AccelLimiterState()
def get_max_total_accel(self, v_ego: float) -> float:
"""
Get maximum total acceleration for current speed.
In comfort mode, reduces limit at higher speeds.
"""
if not self.comfort_mode:
return self.lat_accel_max
# Interpolate from lookup table
import numpy as np
return np.interp(v_ego, self.A_TOTAL_MAX_BP, self.A_TOTAL_MAX_V)
def compute_lateral_accel(self, v_ego: float, curvature: float) -> float:
"""
Compute lateral acceleration from speed and curvature.
a_y = × κ
Args:
v_ego: Vehicle speed in m/s
curvature: Road curvature in 1/m
Returns:
Lateral acceleration in m/
"""
return v_ego * v_ego * abs(curvature)
def compute_available_long_accel(
self,
v_ego: float,
curvature: float,
a_max: Optional[float] = None
) -> float:
"""
Compute available longitudinal acceleration given current turn.
Uses friction circle: a_x² + a_y² a_max²
Solving for a_x: a_x = sqrt(a_max² - a_y²)
Adapted from CarrotPilot's limit_accel_in_turns.
Args:
v_ego: Vehicle speed in m/s
curvature: Road curvature in 1/m
a_max: Override for max total acceleration
Returns:
Maximum available longitudinal acceleration in m/
"""
if a_max is None:
a_max = self.get_max_total_accel(v_ego)
# Compute lateral acceleration
a_y = self.compute_lateral_accel(v_ego, curvature)
a_y_abs = abs(a_y)
# Update state
self.state.v_ego = v_ego
self.state.curvature = curvature
self.state.lateral_accel = a_y
# Check if lateral accel exceeds limit
if a_y_abs >= a_max:
# Already at or over limit - no longitudinal accel available
self.state.available_long_accel = 0.0
self.state.is_limiting = True
return 0.0
# Compute remaining budget for longitudinal acceleration
a_x_available = math.sqrt(a_max * a_max - a_y_abs * a_y_abs)
self.state.available_long_accel = a_x_available
self.state.is_limiting = a_x_available < a_max * 0.9 # Limiting if < 90% available
return a_x_available
def limit_accel(
self,
v_ego: float,
curvature: float,
accel_limits: AccelLimits,
a_max: Optional[float] = None
) -> AccelLimits:
"""
Apply turn-based acceleration limiting.
Args:
v_ego: Vehicle speed in m/s
curvature: Road curvature in 1/m
accel_limits: Current acceleration limits
a_max: Override for max total acceleration
Returns:
New AccelLimits with turn limiting applied
"""
a_x_available = self.compute_available_long_accel(v_ego, curvature, a_max)
# Clamp max acceleration to available budget
new_max = min(accel_limits.max_accel, a_x_available)
# Don't limit braking as much - we may need to slow down
# But still apply some limit for comfort
new_min = max(accel_limits.min_accel, -a_x_available * 1.5)
return AccelLimits(
min_accel=new_min,
max_accel=new_max
)
def limit_accel_tuple(
self,
v_ego: float,
curvature: float,
accel_limits: Tuple[float, float],
a_max: Optional[float] = None
) -> Tuple[float, float]:
"""
Apply turn-based acceleration limiting (tuple interface).
For compatibility with existing planner code.
Args:
v_ego: Vehicle speed in m/s
curvature: Road curvature in 1/m
accel_limits: (min_accel, max_accel) tuple
a_max: Override for max total acceleration
Returns:
(min_accel, max_accel) tuple with turn limiting applied
"""
limits = self.limit_accel(
v_ego,
curvature,
AccelLimits(accel_limits[0], accel_limits[1]),
a_max
)
return (limits.min_accel, limits.max_accel)

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