diff --git a/docs/CARS.md b/docs/CARS.md
index a3b1fe6351..2892d86bf5 100644
--- a/docs/CARS.md
+++ b/docs/CARS.md
@@ -11,12 +11,12 @@ A supported vehicle is one that just works when you install a comma device. All
|Acura|ILX 2016-19|AcuraWatch Plus|openpilot|26 mph|25 mph|[](##)|[](##)|Parts
- 1 Honda Nidec connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Honda Nidec connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Honda Bosch A connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 GM connector
- 1 comma 3X
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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|
|Chevrolet|Bolt EV 2022-23|2LT Trim with Adaptive Cruise Control Package|openpilot available[1](#footnotes)|3 mph|6 mph|[](##)|[](##)|Parts
- 1 GM connector
- 1 comma 3X
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 GM connector
- 1 comma 3X
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 FCA connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 FCA connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 FCA connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Ford Q3 connector
- 1 angled mount (8 degrees)
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Ford Q3 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Ford Q3 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Ford Q3 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Ford Q3 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Ford Q4 connector
- 1 USB-C coupler
- 1 angled mount (8 degrees)
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Ford Q4 connector
- 1 USB-C coupler
- 1 angled mount (8 degrees)
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Ford Q4 connector
- 1 USB-C coupler
- 1 angled mount (8 degrees)
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Ford Q4 connector
- 1 USB-C coupler
- 1 angled mount (8 degrees)
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Ford Q3 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Ford Q3 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Ford Q3 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Ford Q3 connector
- 1 angled mount (8 degrees)
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Ford Q3 connector
- 1 angled mount (8 degrees)
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Ford Q3 connector
- 1 angled mount (8 degrees)
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Ford Q4 connector
- 1 USB-C coupler
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Ford Q4 connector
- 1 USB-C coupler
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Ford Q4 connector
- 1 USB-C coupler
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Ford Q4 connector
- 1 USB-C coupler
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Hyundai F connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Hyundai F connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Hyundai L connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Toyota A connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Ford Q3 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Ford Q3 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 angled mount (8 degrees)
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 angled mount (8 degrees)
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 angled mount (8 degrees)
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 angled mount (8 degrees)
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Mazda connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Mazda connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Nissan B connector
- 1 USB-C coupler
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Nissan A connector
- 1 USB-C coupler
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Nissan A connector
- 1 USB-C coupler
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Nissan A connector
- 1 USB-C coupler
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Nissan B connector
- 1 USB-C coupler
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Nissan A connector
- 1 USB-C coupler
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Nissan A connector
- 1 USB-C coupler
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Nissan A connector
- 1 USB-C coupler
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Ram connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Rivian A connector
- 1 USB-C coupler
- 1 angled mount (8 degrees)
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Rivian A connector
- 1 USB-C coupler
- 1 angled mount (8 degrees)
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Rivian A connector
- 1 USB-C coupler
- 1 angled mount (8 degrees)
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Rivian A connector
- 1 USB-C coupler
- 1 angled mount (8 degrees)
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Subaru A connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Pry Tool
- 1 Socket Wrench 8mm or 5/16" (deep)Parts
- 1 Subaru A connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Pry Tool
- 1 Socket Wrench 8mm or 5/16" (deep)Parts
- 1 Subaru A connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Pry Tool
- 1 Socket Wrench 8mm or 5/16" (deep)Parts
- 1 Subaru B connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Pry Tool
- 1 Socket Wrench 8mm or 5/16" (deep)Parts
- 1 Subaru A connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Pry Tool
- 1 Socket Wrench 8mm or 5/16" (deep)Parts
- 1 Subaru A connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Pry Tool
- 1 Socket Wrench 8mm or 5/16" (deep)Parts
- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Tesla A connector
- 1 USB-C coupler
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Tesla B connector
- 1 USB-C coupler
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Tesla A connector
- 1 USB-C coupler
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Tesla B connector
- 1 USB-C coupler
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 USB-C coupler
- 1 VW J533 connector
- 1 comma 3X
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Tesla A connector
- 1 USB-C coupler
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Tesla B connector
- 1 USB-C coupler
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Tesla A connector
- 1 USB-C coupler
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Tesla B connector
- 1 USB-C coupler
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 long OBD-C cable (9.5 ft)
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Toyota A connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Toyota A connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Toyota A connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Toyota A connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Toyota A connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Toyota A connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Toyota A connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Toyota A connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Toyota A connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Toyota A connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Toyota A connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Toyota A connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Toyota A connector
- 1 comma 3X
- 1 comma power v2
- 1 harness box
- 1 mount
- 1 right angle OBD-C cable (1.5 ft)
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- 1 Toyota A connector
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diff --git a/opendbc_repo b/opendbc_repo
index 5adead7449..6714e7235c 160000
--- a/opendbc_repo
+++ b/opendbc_repo
@@ -1 +1 @@
-Subproject commit 5adead7449033a1925d3beef7bb4a449df9b16f1
+Subproject commit 6714e7235c3fb41a6b6f61bd7128e340ec8a6c5c
diff --git a/panda b/panda
index 998ac9d5d8..f93c5a7629 160000
--- a/panda
+++ b/panda
@@ -1 +1 @@
-Subproject commit 998ac9d5d82f10d7dd926ac66800b1efa20ff9b2
+Subproject commit f93c5a76292eb71f944c85e0307ecd90b2eaba3f
diff --git a/scripts/jenkins_loop_test.sh b/scripts/jenkins_loop_test.sh
index 0b242e98dc..8073f4668c 100755
--- a/scripts/jenkins_loop_test.sh
+++ b/scripts/jenkins_loop_test.sh
@@ -16,7 +16,7 @@ CRUMB=$(curl -s --cookie-jar $COOKIE_JAR 'https://jenkins.comma.life/crumbIssuer
FIRST_LOOP=1
function loop() {
- JENKINS_BRANCH="__jenkins_loop_${BRANCH}"
+ JENKINS_BRANCH="__jenkins_loop_${BRANCH}_$(date +%s)"
API_ROUTE="https://jenkins.comma.life/job/openpilot/job/$JENKINS_BRANCH"
for run in $(seq 1 $((RUNS / 2))); do
diff --git a/selfdrive/controls/controlsd.py b/selfdrive/controls/controlsd.py
index f6fabfc421..ae5db046e1 100755
--- a/selfdrive/controls/controlsd.py
+++ b/selfdrive/controls/controlsd.py
@@ -12,7 +12,7 @@ from openpilot.common.swaglog import cloudlog
from opendbc.car.car_helpers import interfaces
from opendbc.car.vehicle_model import VehicleModel
from openpilot.selfdrive.controls.lib.drive_helpers import clip_curvature
-from openpilot.selfdrive.controls.lib.latcontrol import LatControl, MIN_LATERAL_CONTROL_SPEED
+from openpilot.selfdrive.controls.lib.latcontrol import LatControl
from openpilot.selfdrive.controls.lib.latcontrol_pid import LatControlPID
from openpilot.selfdrive.controls.lib.latcontrol_angle import LatControlAngle, STEER_ANGLE_SATURATION_THRESHOLD
from openpilot.selfdrive.controls.lib.latcontrol_torque import LatControlTorque
@@ -87,8 +87,9 @@ class Controls:
CC.enabled = self.sm['selfdriveState'].enabled
# Check which actuators can be enabled
- standstill = abs(CS.vEgo) <= max(self.CP.minSteerSpeed, MIN_LATERAL_CONTROL_SPEED) or CS.standstill
- CC.latActive = self.sm['selfdriveState'].active and not CS.steerFaultTemporary and not CS.steerFaultPermanent and not standstill
+ standstill = abs(CS.vEgo) <= max(self.CP.minSteerSpeed, 0.3) or CS.standstill
+ CC.latActive = self.sm['selfdriveState'].active and not CS.steerFaultTemporary and not CS.steerFaultPermanent and \
+ (not standstill or self.CP.steerAtStandstill)
CC.longActive = CC.enabled and not any(e.overrideLongitudinal for e in self.sm['onroadEvents']) and self.CP.openpilotLongitudinalControl
actuators = CC.actuators
diff --git a/selfdrive/controls/lib/latcontrol.py b/selfdrive/controls/lib/latcontrol.py
index 1e7ebb9e37..3ac72758ff 100644
--- a/selfdrive/controls/lib/latcontrol.py
+++ b/selfdrive/controls/lib/latcontrol.py
@@ -3,8 +3,6 @@ from abc import abstractmethod, ABC
from openpilot.common.realtime import DT_CTRL
-MIN_LATERAL_CONTROL_SPEED = 0.3 # m/s
-
class LatControl(ABC):
def __init__(self, CP, CI):
diff --git a/selfdrive/debug/max_lat_accel.py b/selfdrive/debug/max_lat_accel.py
index 3a9686b862..dc44e8ac40 100755
--- a/selfdrive/debug/max_lat_accel.py
+++ b/selfdrive/debug/max_lat_accel.py
@@ -2,6 +2,7 @@
import argparse
import numpy as np
import matplotlib.pyplot as plt
+from functools import partial
from tqdm import tqdm
from typing import NamedTuple
from openpilot.tools.lib.logreader import LogReader
@@ -21,14 +22,15 @@ class Event(NamedTuple):
timestamp: float # relative to start of route (s)
-def find_events(lr: LogReader, qlog: bool = False) -> list[Event]:
+def find_events(lr: LogReader, extrapolate: bool = False, qlog: bool = False) -> list[Event]:
min_lat_active = RLOG_MIN_LAT_ACTIVE // QLOG_DECIMATION if qlog else RLOG_MIN_LAT_ACTIVE
min_steering_unpressed = RLOG_MIN_STEERING_UNPRESSED // QLOG_DECIMATION if qlog else RLOG_MIN_STEERING_UNPRESSED
min_requesting_max = RLOG_MIN_REQUESTING_MAX // QLOG_DECIMATION if qlog else RLOG_MIN_REQUESTING_MAX
- events = []
+ # if we test with driver torque safety, max torque can be slightly noisy
+ steer_threshold = 0.7 if extrapolate else 0.95
- start_ts = 0
+ events = []
# state tracking
steering_unpressed = 0 # frames
@@ -39,9 +41,9 @@ def find_events(lr: LogReader, qlog: bool = False) -> list[Event]:
curvature = 0
v_ego = 0
roll = 0
+ out_torque = 0
- CO = None
-
+ start_ts = 0
for msg in lr:
if msg.which() == 'carControl':
if start_ts == 0:
@@ -50,9 +52,8 @@ def find_events(lr: LogReader, qlog: bool = False) -> list[Event]:
lat_active = lat_active + 1 if msg.carControl.latActive else 0
elif msg.which() == 'carOutput':
- # if we test with driver torque safety, max torque can be slightly noisy
- CO = msg.carOutput
- requesting_max = requesting_max + 1 if abs(CO.actuatorsOutput.torque) > 0.99 else 0
+ out_torque = msg.carOutput.actuatorsOutput.torque
+ requesting_max = requesting_max + 1 if abs(out_torque) > steer_threshold else 0
elif msg.which() == 'carState':
steering_unpressed = steering_unpressed + 1 if not msg.carState.steeringPressed else 0
@@ -68,12 +69,8 @@ def find_events(lr: LogReader, qlog: bool = False) -> list[Event]:
# TODO: record max lat accel at the end of the event, need to use the past lat accel as overriding can happen before we detect it
requesting_max = 0
- factor = 1 / abs(CO.actuatorsOutput.torque)
- # factor *= np.interp(v_ego, [9, 17], [1.4, 1])
-
- # TODO: would we extrapolate on curvature or post roll compensated lateral accel?
- current_lateral_accel = (curvature * v_ego ** 2 - roll * EARTH_G) * factor
-
+ factor = 1 / abs(out_torque)
+ current_lateral_accel = (curvature * v_ego ** 2 * factor) - roll * EARTH_G
events.append(Event(current_lateral_accel, v_ego, roll, round((msg.logMonoTime - start_ts) * 1e-9, 2)))
print(events[-1])
@@ -85,6 +82,8 @@ if __name__ == '__main__':
formatter_class=argparse.ArgumentDefaultsHelpFormatter)
parser.add_argument("route", nargs='+')
+ parser.add_argument("-e", "--extrapolate", action="store_true", help="Extrapolates max lateral acceleration events linearly. " +
+ "This option can be far less accurate.")
args = parser.parse_args()
events = []
@@ -100,13 +99,13 @@ if __name__ == '__main__':
print('WARNING: Treating route as qlog!')
print('Finding events...')
- events += find_events(lr, qlog=qlog)
+ events += lr.run_across_segments(8, partial(find_events, extrapolate=args.extrapolate, qlog=qlog), disable_tqdm=True)
print()
print(f'Found {len(events)} events')
- perc_left_accel = -np.percentile([-ev.lateral_accel for ev in events if ev.lateral_accel < 0], 90)
- perc_right_accel = np.percentile([ev.lateral_accel for ev in events if ev.lateral_accel > 0], 90)
+ perc_left_accel = -np.percentile([-ev.lateral_accel for ev in events if ev.lateral_accel < 0] or [0], 90)
+ perc_right_accel = np.percentile([ev.lateral_accel for ev in events if ev.lateral_accel > 0] or [0], 90)
CP = lr.first('carParams')
diff --git a/selfdrive/modeld/dmonitoringmodeld.py b/selfdrive/modeld/dmonitoringmodeld.py
index 9ebdea4c75..94e117bc6a 100755
--- a/selfdrive/modeld/dmonitoringmodeld.py
+++ b/selfdrive/modeld/dmonitoringmodeld.py
@@ -134,7 +134,7 @@ def get_driverstate_packet(model_output: np.ndarray, frame_id: int, location_ts:
def main():
setproctitle(PROCESS_NAME)
- config_realtime_process([0, 1, 2, 3], 5)
+ config_realtime_process(7, 5)
sentry.set_tag("daemon", PROCESS_NAME)
cloudlog.bind(daemon=PROCESS_NAME)
@@ -173,6 +173,9 @@ def main():
model_output, gpu_execution_time = model.run(buf, calib, model_transform)
t2 = time.perf_counter()
+ # run one more time, just for the load
+ model.run(buf, calib, model_transform)
+
pm.send("driverStateV2", get_driverstate_packet(model_output, vipc_client.frame_id, vipc_client.timestamp_sof, t2 - t1, gpu_execution_time))
diff --git a/selfdrive/selfdrived/selfdrived.py b/selfdrive/selfdrived/selfdrived.py
index e09ea9ad56..bb30c4ba9b 100755
--- a/selfdrive/selfdrived/selfdrived.py
+++ b/selfdrive/selfdrived/selfdrived.py
@@ -19,7 +19,6 @@ from openpilot.selfdrive.car.car_specific import CarSpecificEvents
from openpilot.selfdrive.selfdrived.events import Events, ET
from openpilot.selfdrive.selfdrived.state import StateMachine
from openpilot.selfdrive.selfdrived.alertmanager import AlertManager, set_offroad_alert
-from openpilot.selfdrive.controls.lib.latcontrol import MIN_LATERAL_CONTROL_SPEED
from openpilot.system.version import get_build_metadata
@@ -331,7 +330,7 @@ class SelfdriveD:
controlstate = self.sm['controlsState']
lac = getattr(controlstate.lateralControlState, controlstate.lateralControlState.which())
if lac.active and not recent_steer_pressed and not self.CP.notCar:
- clipped_speed = max(CS.vEgo, MIN_LATERAL_CONTROL_SPEED)
+ clipped_speed = max(CS.vEgo, 0.3)
actual_lateral_accel = controlstate.curvature * (clipped_speed**2)
desired_lateral_accel = self.sm['modelV2'].action.desiredCurvature * (clipped_speed**2)
undershooting = abs(desired_lateral_accel) / abs(1e-3 + actual_lateral_accel) > 1.2
diff --git a/selfdrive/test/process_replay/ref_commit b/selfdrive/test/process_replay/ref_commit
index b31d9ffe5d..20f6d1d069 100644
--- a/selfdrive/test/process_replay/ref_commit
+++ b/selfdrive/test/process_replay/ref_commit
@@ -1 +1 @@
-359b08b1a914d61697e10bbcac22d96dc90699fa
\ No newline at end of file
+e239a1683b7f97c9d8dca74c57ebf4ef8bc416cd
\ No newline at end of file
diff --git a/selfdrive/test/test_onroad.py b/selfdrive/test/test_onroad.py
index 0f8fbce050..de329d85f2 100644
--- a/selfdrive/test/test_onroad.py
+++ b/selfdrive/test/test_onroad.py
@@ -391,8 +391,12 @@ class TestOnroad:
result += "----------------- Model Timing -----------------\n"
result += "------------------------------------------------\n"
cfgs = [
- ("modelV2", 0.045, 0.040), # TODO: this should be stricter but it's hard to measure exactly
- ("driverStateV2", 0.045, 0.035),
+ # since multiple processes use the GPU and can preempt each other,
+ # these numbers are not fully self-contained.
+ ("modelV2", 0.06, 0.040),
+
+ # can miss cycles here and there, just important the avg frequency is 20Hz
+ ("driverStateV2", 0.2, 0.05),
]
for (s, instant_max, avg_max) in cfgs:
ts = [getattr(m, s).modelExecutionTime for m in self.msgs[s]]
diff --git a/selfdrive/ui/translations/main_es.ts b/selfdrive/ui/translations/main_es.ts
index 2788c56c4e..207f21cc75 100644
--- a/selfdrive/ui/translations/main_es.ts
+++ b/selfdrive/ui/translations/main_es.ts
@@ -137,11 +137,11 @@
Enable ADB
-
+ Activar ADB
ADB (Android Debug Bridge) allows connecting to your device over USB or over the network. See https://docs.comma.ai/how-to/connect-to-comma for more info.
-
+ ADB (Android Debug Bridge) permite conectar a su dispositivo por USB o por red. Visite https://docs.comma.ai/how-to/connect-to-comma para más información.
@@ -309,36 +309,38 @@
FirehosePanel
🔥 Firehose Mode 🔥
-
+ 🔥 Modo Firehose 🔥
openpilot learns to drive by watching humans, like you, drive.
Firehose Mode allows you to maximize your training data uploads to improve openpilot's driving models. More data means bigger models, which means better Experimental Mode.
-
+ openpilot aprende a conducir observando a humanos, como tú, conducir.
+
+El Modo Firehose te permite maximizar las subidas de datos de entrenamiento para mejorar los modelos de conducción de openpilot. Más datos significan modelos más grandes, lo que significa un mejor Modo Experimental.
Firehose Mode: ACTIVE
-
+ Modo Firehose: ACTIVO
ACTIVE
-
+ ACTIVO
For maximum effectiveness, bring your device inside and connect to a good USB-C adapter and Wi-Fi weekly.<br><br>Firehose Mode can also work while you're driving if connected to a hotspot or unlimited SIM card.<br><br><br><b>Frequently Asked Questions</b><br><br><i>Does it matter how or where I drive?</i> Nope, just drive as you normally would.<br><br><i>Do all of my segments get pulled in Firehose Mode?</i> No, we selectively pull a subset of your segments.<br><br><i>What's a good USB-C adapter?</i> Any fast phone or laptop charger should be fine.<br><br><i>Does it matter which software I run?</i> Yes, only upstream openpilot (and particular forks) are able to be used for training.
-
+ Para máxima efectividad, traiga su dispositivo adentro y conéctelo a un buen adaptador USB-C y Wi-Fi semanalmente.<br><br>El Modo Firehose también puede funcionar mientras conduce si está conectado a un punto de acceso o tarjeta SIM ilimitada.<br><br><br><b>Preguntas Frecuentes</b><br><br><i>¿Importa cómo o dónde conduzco?</i> No, solo conduzca como lo haría normalmente.<br><br><i>¿Se extraen todos mis segmentos en el Modo Firehose?</i> No, seleccionamos selectivamente un subconjunto de sus segmentos.<br><br><i>¿Qué es un buen adaptador USB-C?</i> Cualquier cargador rápido de teléfono o portátil debería funcionar.<br><br><i>¿Importa qué software ejecuto?</i> Sí, solo el openpilot original (y forks específicos) pueden usarse para el entrenamiento.
<b>%n segment(s)</b> of your driving is in the training dataset so far.
-
-
-
+
+ <b>%n segmento</b> de tu conducción está en el conjunto de datos de entrenamiento hasta ahora.
+ <b>%n segmentos</b> de tu conducción están en el conjunto de datos de entrenamiento hasta ahora.
<span stylesheet='font-size: 60px; font-weight: bold; color: #e74c3c;'>INACTIVE</span>: connect to an unmetered network
-
+ <span stylesheet='font-size: 60px; font-weight: bold; color: #e74c3c;'>INACTIVO</span>: conéctate a una red sin límite de datos
@@ -1000,11 +1002,11 @@ Esto puede tardar un minuto.
Welcome to openpilot
-
+ Bienvenido a openpilot
You must accept the Terms and Conditions to use openpilot. Read the latest terms at <span style='color: #465BEA;'>https://comma.ai/terms</span> before continuing.
-
+ Debe aceptar los Términos y Condiciones para usar openpilot. Lea los términos más recientes en <span style='color: #465BEA;'>https://comma.ai/terms</span> antes de continuar.
@@ -1157,15 +1159,15 @@ Esto puede tardar un minuto.
WiFiPromptWidget
Open
-
+ Abrir
Maximize your training data uploads to improve openpilot's driving models.
-
+ Maximice sus cargas de datos de entrenamiento para mejorar los modelos de conducción de openpilot.
<span style='font-family: "Noto Color Emoji";'>🔥</span> Firehose Mode <span style='font-family: Noto Color Emoji;'>🔥</span>
-
+ <span style='font-family: "Noto Color Emoji";'>🔥</span> Modo Firehose <span style='font-family: Noto Color Emoji;'>🔥</span>
diff --git a/system/hardware/tici/tests/test_power_draw.py b/system/hardware/tici/tests/test_power_draw.py
index e1b9845c4c..669889a2ae 100644
--- a/system/hardware/tici/tests/test_power_draw.py
+++ b/system/hardware/tici/tests/test_power_draw.py
@@ -33,7 +33,7 @@ class Proc:
PROCS = [
Proc(['camerad'], 1.75, msgs=['roadCameraState', 'wideRoadCameraState', 'driverCameraState']),
Proc(['modeld'], 1.12, atol=0.2, msgs=['modelV2']),
- Proc(['dmonitoringmodeld'], 0.6, msgs=['driverStateV2']),
+ Proc(['dmonitoringmodeld'], 1.4, msgs=['driverStateV2']),
Proc(['encoderd'], 0.23, msgs=[]),
]
diff --git a/tools/lib/logreader.py b/tools/lib/logreader.py
index df981c6184..2a0015e6b0 100755
--- a/tools/lib/logreader.py
+++ b/tools/lib/logreader.py
@@ -13,6 +13,7 @@ import warnings
import zstandard as zstd
from collections.abc import Callable, Iterable, Iterator
+from concurrent.futures import ThreadPoolExecutor, as_completed
from urllib.parse import parse_qs, urlparse
from cereal import log as capnp_log
@@ -119,14 +120,7 @@ def default_valid_file(fn: LogPath) -> bool:
def auto_strategy(rlog_paths: list[LogPath], qlog_paths: list[LogPath], interactive: bool, valid_file: ValidFileCallable) -> list[LogPath]:
# auto select logs based on availability
- missing_rlogs = sum(rlog is None or not valid_file(rlog) for rlog in rlog_paths)
- # If all rlogs are missing, check qlogs
- if missing_rlogs == len(rlog_paths):
- missing_qlogs = sum(qlog is None or not valid_file(qlog) for qlog in qlog_paths)
- if missing_qlogs == len(qlog_paths):
- # Neither rlogs nor qlogs are available, return rlog_paths as-is
- return rlog_paths
-
+ missing_rlogs = [rlog is None or not valid_file(rlog) for rlog in rlog_paths].count(True)
if missing_rlogs != 0:
if interactive:
if input(f"{missing_rlogs}/{len(rlog_paths)} rlogs were not found, would you like to fallback to qlogs for those segments? (y/n) ").lower() != "y":
@@ -208,9 +202,15 @@ def direct_source(file_or_url: str) -> list[LogPath]:
def get_invalid_files(files):
- for f in files:
- if f is None or not file_exists(f):
- yield f
+ if not files:
+ return
+
+ with ThreadPoolExecutor(max_workers=32) as executor:
+ future_to_file = {executor.submit(file_exists, file): file for file in files}
+ for future in as_completed(future_to_file):
+ file = future_to_file[future]
+ if not future.result():
+ yield file
def check_source(source: Source, *args) -> list[LogPath]:
@@ -307,11 +307,11 @@ class LogReader:
def _run_on_segment(self, func, i):
return func(self._get_lr(i))
- def run_across_segments(self, num_processes, func, desc=None):
+ def run_across_segments(self, num_processes, func, disable_tqdm=False, desc=None):
with multiprocessing.Pool(num_processes) as pool:
ret = []
num_segs = len(self.logreader_identifiers)
- for p in tqdm.tqdm(pool.imap(partial(self._run_on_segment, func), range(num_segs)), total=num_segs, desc=desc):
+ for p in tqdm.tqdm(pool.imap(partial(self._run_on_segment, func), range(num_segs)), total=num_segs, disable=disable_tqdm, desc=desc):
ret.extend(p)
return ret
diff --git a/uv.lock b/uv.lock
index 1542d86c9d..48708e7345 100644
--- a/uv.lock
+++ b/uv.lock
@@ -365,32 +365,32 @@ wheels = [
[[package]]
name = "coverage"
-version = "7.7.0"
-source = { registry = "https://pypi.org/simple" }
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