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remove PyYAML package (#30770)

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* remove PyYAML package

* remove those

* add comments back

* fix lock

* fix those
pull/30769/head
Adeeb Shihadeh 1 year ago committed by GitHub
parent 6239cf6780
commit bc54ed794b
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GPG Key ID: 4AEE18F83AFDEB23
10 changed files with 260 additions and 274 deletions
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  1. 13
      poetry.lock
  2. 2
      pyproject.toml
  3. 4
      release/files_common
  4. 20
      selfdrive/car/interfaces.py
  5. 76
      selfdrive/car/torque_data/override.toml
  6. 76
      selfdrive/car/torque_data/override.yaml
  7. 88
      selfdrive/car/torque_data/params.toml
  8. 88
      selfdrive/car/torque_data/params.yaml
  9. 84
      selfdrive/car/torque_data/substitute.toml
  10. 83
      selfdrive/car/torque_data/substitute.yaml

13
poetry.lock generated
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@ -4687,17 +4687,6 @@ files = [
{file = "types_pycurl-7.45.2.5-py3-none-any.whl", hash = "sha256:e433f13a266245be770018eabc6a50139ea26150f75df5b0ee698d291575582b"}, {file = "types_pycurl-7.45.2.5-py3-none-any.whl", hash = "sha256:e433f13a266245be770018eabc6a50139ea26150f75df5b0ee698d291575582b"},
] ]
[[package]]
name = "types-pyyaml"
version = "6.0.12.12"
description = "Typing stubs for PyYAML"
optional = false
python-versions = "*"
files = [
{file = "types-PyYAML-6.0.12.12.tar.gz", hash = "sha256:334373d392fde0fdf95af5c3f1661885fa10c52167b14593eb856289e1855062"},
{file = "types_PyYAML-6.0.12.12-py3-none-any.whl", hash = "sha256:c05bc6c158facb0676674b7f11fe3960db4f389718e19e62bd2b84d6205cfd24"},
]
[[package]] [[package]]
name = "types-requests" name = "types-requests"
version = "2.31.0.10" version = "2.31.0.10"
@ -4934,4 +4923,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
[metadata] [metadata]
lock-version = "2.0" lock-version = "2.0"
python-versions = "~3.11" python-versions = "~3.11"
content-hash = "cee6c08a80e55f31e99f6cadaf3635fc63d2f2f2df1175b19f186a2c7f576386" content-hash = "68be4dd5356e38c1e5a004a6e40b4fef963aacd1cad902b5fba70c51c442d981"

2
pyproject.toml
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@ -96,7 +96,6 @@ pycryptodome = "*"
PyJWT = "*" PyJWT = "*"
pyopencl = "*" pyopencl = "*"
pyserial = "*" pyserial = "*"
PyYAML = "*"
pyzmq = "*" pyzmq = "*"
requests = "*" requests = "*"
scons = "*" scons = "*"
@ -157,7 +156,6 @@ tabulate = "*"
tenacity = "*" tenacity = "*"
types-atomicwrites = "*" types-atomicwrites = "*"
types-pycurl = "*" types-pycurl = "*"
types-PyYAML = "*"
types-requests = "*" types-requests = "*"
types-tabulate = "*" types-tabulate = "*"
tqdm = "*" tqdm = "*"

4
release/files_common
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@ -98,9 +98,7 @@ selfdrive/car/ecu_addrs.py
selfdrive/car/isotp_parallel_query.py selfdrive/car/isotp_parallel_query.py
selfdrive/car/tests/__init__.py selfdrive/car/tests/__init__.py
selfdrive/car/tests/test_car_interfaces.py selfdrive/car/tests/test_car_interfaces.py
selfdrive/car/torque_data/params.yaml selfdrive/car/torque_data/*.toml
selfdrive/car/torque_data/substitute.yaml
selfdrive/car/torque_data/override.yaml
selfdrive/car/body/*.py selfdrive/car/body/*.py
selfdrive/car/chrysler/*.py selfdrive/car/chrysler/*.py

20
selfdrive/car/interfaces.py
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@ -1,7 +1,7 @@
import yaml
import os import os
import time import time
import numpy as np import numpy as np
import tomllib
from abc import abstractmethod, ABC from abc import abstractmethod, ABC
from typing import Any, Dict, Optional, Tuple, List, Callable from typing import Any, Dict, Optional, Tuple, List, Callable
@ -26,21 +26,21 @@ ACCEL_MAX = 2.0
ACCEL_MIN = -3.5 ACCEL_MIN = -3.5
FRICTION_THRESHOLD = 0.3 FRICTION_THRESHOLD = 0.3
TORQUE_PARAMS_PATH = os.path.join(BASEDIR, 'selfdrive/car/torque_data/params.yaml') TORQUE_PARAMS_PATH = os.path.join(BASEDIR, 'selfdrive/car/torque_data/params.toml')
TORQUE_OVERRIDE_PATH = os.path.join(BASEDIR, 'selfdrive/car/torque_data/override.yaml') TORQUE_OVERRIDE_PATH = os.path.join(BASEDIR, 'selfdrive/car/torque_data/override.toml')
TORQUE_SUBSTITUTE_PATH = os.path.join(BASEDIR, 'selfdrive/car/torque_data/substitute.yaml') TORQUE_SUBSTITUTE_PATH = os.path.join(BASEDIR, 'selfdrive/car/torque_data/substitute.toml')
def get_torque_params(candidate): def get_torque_params(candidate):
with open(TORQUE_SUBSTITUTE_PATH) as f: with open(TORQUE_SUBSTITUTE_PATH, 'rb') as f:
sub = yaml.load(f, Loader=yaml.CSafeLoader) sub = tomllib.load(f)
if candidate in sub: if candidate in sub:
candidate = sub[candidate] candidate = sub[candidate]
with open(TORQUE_PARAMS_PATH) as f: with open(TORQUE_PARAMS_PATH, 'rb') as f:
params = yaml.load(f, Loader=yaml.CSafeLoader) params = tomllib.load(f)
with open(TORQUE_OVERRIDE_PATH) as f: with open(TORQUE_OVERRIDE_PATH, 'rb') as f:
override = yaml.load(f, Loader=yaml.CSafeLoader) override = tomllib.load(f)
# Ensure no overlap # Ensure no overlap
if sum([candidate in x for x in [sub, params, override]]) > 1: if sum([candidate in x for x in [sub, params, override]]) > 1:

76
selfdrive/car/torque_data/override.toml
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@ -0,0 +1,76 @@
legend = ["LAT_ACCEL_FACTOR", "MAX_LAT_ACCEL_MEASURED", "FRICTION"]
### angle control
# Nissan appears to have torque
"NISSAN X-TRAIL 2017" = [nan, 1.5, nan]
"NISSAN ALTIMA 2020" = [nan, 1.5, nan]
"NISSAN LEAF 2018 Instrument Cluster" = [nan, 1.5, nan]
"NISSAN LEAF 2018" = [nan, 1.5, nan]
"NISSAN ROGUE 2019" = [nan, 1.5, nan]
# New subarus angle based controllers
"SUBARU FORESTER 2022" = [nan, 3.0, nan]
"SUBARU OUTBACK 7TH GEN" = [nan, 3.0, nan]
"SUBARU ASCENT 2023" = [nan, 3.0, nan]
# Toyota LTA also has torque
"TOYOTA RAV4 2023" = [nan, 3.0, nan]
# Tesla has high torque
"TESLA AP1 MODEL S" = [nan, 2.5, nan]
"TESLA AP2 MODEL S" = [nan, 2.5, nan]
# Guess
"FORD BRONCO SPORT 1ST GEN" = [nan, 1.5, nan]
"FORD ESCAPE 4TH GEN" = [nan, 1.5, nan]
"FORD EXPLORER 6TH GEN" = [nan, 1.5, nan]
"FORD F-150 14TH GEN" = [nan, 1.5, nan]
"FORD FOCUS 4TH GEN" = [nan, 1.5, nan]
"FORD MAVERICK 1ST GEN" = [nan, 1.5, nan]
"FORD F-150 LIGHTNING 1ST GEN" = [nan, 1.5, nan]
"FORD MUSTANG MACH-E 1ST GEN" = [nan, 1.5, nan]
###
# No steering wheel
"COMMA BODY" = [nan, 1000, nan]
# Totally new cars
"RAM 1500 5TH GEN" = [2.0, 2.0, 0.05]
"RAM HD 5TH GEN" = [1.4, 1.4, 0.05]
"SUBARU OUTBACK 6TH GEN" = [2.0, 2.0, 0.2]
"CADILLAC ESCALADE 2017" = [1.899999976158142, 1.842270016670227, 0.1120000034570694]
"CADILLAC ESCALADE ESV 2019" = [1.15, 1.3, 0.2]
"CHEVROLET BOLT EUV 2022" = [2.0, 2.0, 0.05]
"CHEVROLET SILVERADO 1500 2020" = [1.9, 1.9, 0.112]
"CHEVROLET TRAILBLAZER 2021" = [1.33, 1.9, 0.16]
"CHEVROLET EQUINOX 2019" = [2.0, 2.0, 0.05]
"VOLKSWAGEN PASSAT NMS" = [2.5, 2.5, 0.1]
"VOLKSWAGEN SHARAN 2ND GEN" = [2.5, 2.5, 0.1]
"HYUNDAI SANTA CRUZ 1ST GEN" = [2.7, 2.7, 0.1]
"KIA SPORTAGE 5TH GEN" = [2.7, 2.7, 0.1]
"KIA SPORTAGE HYBRID 5TH GEN" = [2.5, 2.5, 0.1]
"GENESIS GV70 1ST GEN" = [2.42, 2.42, 0.1]
"KIA SORENTO PLUG-IN HYBRID 4TH GEN" = [2.5, 2.5, 0.1]
"GENESIS GV60 ELECTRIC 1ST GEN" = [2.5, 2.5, 0.1]
"KIA SORENTO 4TH GEN" = [2.5, 2.5, 0.1]
"KIA NIRO HYBRID 2ND GEN" = [2.42, 2.5, 0.12]
"KIA NIRO EV 2ND GEN" = [2.05, 2.5, 0.14]
"GENESIS GV80 2023" = [2.5, 2.5, 0.1]
"KIA CARNIVAL 4TH GEN" = [1.75, 1.75, 0.15]
"GMC ACADIA DENALI 2018" = [1.6, 1.6, 0.2]
"LEXUS IS 2023" = [2.0, 2.0, 0.1]
"KIA SORENTO HYBRID 4TH GEN" = [2.5, 2.5, 0.1]
"HYUNDAI KONA ELECTRIC 2ND GEN" = [2.5, 2.5, 0.1]
"HYUNDAI IONIQ 6 2023" = [2.5, 2.5, 0.1]
"HYUNDAI AZERA 6TH GEN" = [1.8, 1.8, 0.1]
"HYUNDAI AZERA HYBRID 6TH GEN" = [1.8, 1.8, 0.1]
"KIA K8 HYBRID 1ST GEN" = [2.5, 2.5, 0.1]
"HYUNDAI CUSTIN 1ST GEN" = [2.5, 2.5, 0.1]
"LEXUS GS F 2016" = [2.5, 2.5, 0.08]
"HYUNDAI STARIA 4TH GEN" = [1.8, 2.0, 0.15]
# Dashcam or fallback configured as ideal car
"mock" = [10.0, 10, 0.0]
# Manually checked
"HONDA CIVIC 2022" = [2.5, 1.2, 0.15]
"HONDA HR-V 2023" = [2.5, 1.2, 0.2]

76
selfdrive/car/torque_data/override.yaml
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@ -1,76 +0,0 @@
legend: [LAT_ACCEL_FACTOR, MAX_LAT_ACCEL_MEASURED, FRICTION]
### angle control
# Nissan appears to have torque
NISSAN X-TRAIL 2017: [.nan, 1.5, .nan]
NISSAN ALTIMA 2020: [.nan, 1.5, .nan]
NISSAN LEAF 2018 Instrument Cluster: [.nan, 1.5, .nan]
NISSAN LEAF 2018: [.nan, 1.5, .nan]
NISSAN ROGUE 2019: [.nan, 1.5, .nan]
# New subarus angle based controllers
SUBARU FORESTER 2022: [.nan, 3.0, .nan]
SUBARU OUTBACK 7TH GEN: [.nan, 3.0, .nan]
SUBARU ASCENT 2023: [.nan, 3.0, .nan]
# Toyota LTA also has torque
TOYOTA RAV4 2023: [.nan, 3.0, .nan]
# Tesla has high torque
TESLA AP1 MODEL S: [.nan, 2.5, .nan]
TESLA AP2 MODEL S: [.nan, 2.5, .nan]
# Guess
FORD BRONCO SPORT 1ST GEN: [.nan, 1.5, .nan]
FORD ESCAPE 4TH GEN: [.nan, 1.5, .nan]
FORD EXPLORER 6TH GEN: [.nan, 1.5, .nan]
FORD F-150 14TH GEN: [.nan, 1.5, .nan]
FORD FOCUS 4TH GEN: [.nan, 1.5, .nan]
FORD MAVERICK 1ST GEN: [.nan, 1.5, .nan]
FORD F-150 LIGHTNING 1ST GEN: [.nan, 1.5, .nan]
FORD MUSTANG MACH-E 1ST GEN: [.nan, 1.5, .nan]
###
# No steering wheel
COMMA BODY: [.nan, 1000, .nan]
# Totally new cars
RAM 1500 5TH GEN: [2.0, 2.0, 0.05]
RAM HD 5TH GEN: [1.4, 1.4, 0.05]
SUBARU OUTBACK 6TH GEN: [2.0, 2.0, 0.2]
CADILLAC ESCALADE 2017: [1.899999976158142, 1.842270016670227, 0.1120000034570694]
CADILLAC ESCALADE ESV 2019: [1.15, 1.3, 0.2]
CHEVROLET BOLT EUV 2022: [2.0, 2.0, 0.05]
CHEVROLET SILVERADO 1500 2020: [1.9, 1.9, 0.112]
CHEVROLET TRAILBLAZER 2021: [1.33, 1.9, 0.16]
CHEVROLET EQUINOX 2019: [2.0, 2.0, 0.05]
VOLKSWAGEN PASSAT NMS: [2.5, 2.5, 0.1]
VOLKSWAGEN SHARAN 2ND GEN: [2.5, 2.5, 0.1]
HYUNDAI SANTA CRUZ 1ST GEN: [2.7, 2.7, 0.1]
KIA SPORTAGE 5TH GEN: [2.7, 2.7, 0.1]
KIA SPORTAGE HYBRID 5TH GEN: [2.5, 2.5, 0.1]
GENESIS GV70 1ST GEN: [2.42, 2.42, 0.1]
KIA SORENTO PLUG-IN HYBRID 4TH GEN: [2.5, 2.5, 0.1]
GENESIS GV60 ELECTRIC 1ST GEN: [2.5, 2.5, 0.1]
KIA SORENTO 4TH GEN: [2.5, 2.5, 0.1]
KIA NIRO HYBRID 2ND GEN: [2.42, 2.5, 0.12]
KIA NIRO EV 2ND GEN: [2.05, 2.5, 0.14]
GENESIS GV80 2023: [2.5, 2.5, 0.1]
KIA CARNIVAL 4TH GEN: [1.75, 1.75, 0.15]
GMC ACADIA DENALI 2018: [1.6, 1.6, 0.2]
LEXUS IS 2023: [2.0, 2.0, 0.1]
KIA SORENTO HYBRID 4TH GEN: [2.5, 2.5, 0.1]
HYUNDAI KONA ELECTRIC 2ND GEN: [2.5, 2.5, 0.1]
HYUNDAI IONIQ 6 2023: [2.5, 2.5, 0.1]
HYUNDAI AZERA 6TH GEN: [1.8, 1.8, 0.1]
HYUNDAI AZERA HYBRID 6TH GEN: [1.8, 1.8, 0.1]
KIA K8 HYBRID 1ST GEN: [2.5, 2.5, 0.1]
HYUNDAI CUSTIN 1ST GEN: [2.5, 2.5, 0.1]
LEXUS GS F 2016: [2.5, 2.5, 0.08]
HYUNDAI STARIA 4TH GEN: [1.8, 2.0, 0.15]
# Dashcam or fallback configured as ideal car
mock: [10.0, 10, 0.0]
# Manually checked
HONDA CIVIC 2022: [2.5, 1.2, 0.15]
HONDA HR-V 2023: [2.5, 1.2, 0.2]

88
selfdrive/car/torque_data/params.toml
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@ -0,0 +1,88 @@
legend = ["LAT_ACCEL_FACTOR", "MAX_LAT_ACCEL_MEASURED", "FRICTION"]
"ACURA ILX 2016" = [1.524988973896102, 0.519011053086259, 0.34236219253028]
"ACURA RDX 2018" = [0.9987728568686902, 0.5323765166196301, 0.303218805715844]
"ACURA RDX 2020" = [1.4314459806646749, 0.33874701282109954, 0.18048847083897598]
"AUDI A3 3RD GEN" = [1.5122414863077502, 1.7443517531719404, 0.15194151892450905]
"AUDI Q3 2ND GEN" = [1.4439223359448605, 1.2254955789112076, 0.1413798895978097]
"CHEVROLET VOLT PREMIER 2017" = [1.5961527626411784, 1.8422651988094612, 0.1572393918005158]
"CHRYSLER PACIFICA 2018" = [2.07140, 1.3366521181047952, 0.13776367250652022]
"CHRYSLER PACIFICA 2020" = [1.86206, 1.509076559398423, 0.14328246159386085]
"CHRYSLER PACIFICA HYBRID 2017" = [1.79422, 1.06831764583744, 0.116237]
"CHRYSLER PACIFICA HYBRID 2018" = [2.08887, 1.2943025830995154, 0.114818]
"CHRYSLER PACIFICA HYBRID 2019" = [1.90120, 1.1958788168371808, 0.131520]
"GENESIS G70 2018" = [3.8520195946707947, 2.354697063349854, 0.06830285485626221]
"HONDA ACCORD 2018" = [1.7135052593468778, 0.3461280068322071, 0.21579936052863807]
"HONDA ACCORD HYBRID 2018" = [1.6651615004829625, 0.30322180951193245, 0.2083000440586149]
"HONDA CIVIC (BOSCH) 2019" = [1.691708637466905, 0.40132900729454185, 0.25460295304024094]
"HONDA CIVIC 2016" = [1.6528895627785531, 0.4018518740819229, 0.25458812851328544]
"HONDA CR-V 2016" = [0.7667141440182675, 0.5927571534745969, 0.40909087636157127]
"HONDA CR-V 2017" = [2.01323205142022, 0.2700612209345081, 0.2238412881331528]
"HONDA CR-V HYBRID 2019" = [2.072034634644233, 0.7152085160516978, 0.20237105008376083]
"HONDA FIT 2018" = [1.5719981427109775, 0.5712761407108976, 0.110773383324281]
"HONDA HRV 2019" = [2.0661212805710205, 0.7521343418694775, 0.17760375789242094]
"HONDA INSIGHT 2019" = [1.5201671214069354, 0.5660229120683284, 0.25808042580281876]
"HONDA ODYSSEY 2018" = [1.8774809275211801, 0.8394431662987996, 0.2096978613792822]
"HONDA PILOT 2017" = [1.7262026201812795, 0.9470005614967523, 0.21351430733218763]
"HONDA RIDGELINE 2017" = [1.4146525028237624, 0.7356572861629564, 0.23307177552211328]
"HYUNDAI ELANTRA 2021" = [3.169, 2.1259108157250735, 0.0819]
"HYUNDAI GENESIS 2015-2016" = [2.7807965280270794, 2.325, 0.0984484465421171]
"HYUNDAI IONIQ 5 2022" = [3.172929, 2.713050, 0.096019]
"HYUNDAI IONIQ ELECTRIC LIMITED 2019" = [1.7662975472852054, 1.613755614526594, 0.17087579756306276]
"HYUNDAI IONIQ PHEV 2020" = [3.2928700076638537, 2.1193482926455656, 0.12463700961468778]
"HYUNDAI IONIQ PLUG-IN HYBRID 2019" = [2.970807902012267, 1.6312321830002083, 0.1088964990357482]
"HYUNDAI KONA ELECTRIC 2019" = [3.078814714619148, 2.307336938253934, 0.12359762054065548]
"HYUNDAI PALISADE 2020" = [2.544642494803999, 1.8721703683337008, 0.1301424599248651]
"HYUNDAI SANTA FE 2019" = [3.0787027729757632, 2.6173437483495565, 0.1207019341823945]
"HYUNDAI SANTA FE HYBRID 2022" = [3.501877602644835, 2.729064118456137, 0.10384068104538963]
"HYUNDAI SANTA FE PlUG-IN HYBRID 2022" = [1.6953050513611045, 1.5837614296206861, 0.12672855941458458]
"HYUNDAI SONATA 2019" = [2.2200457811703953, 1.2967330275895228, 0.14039920986586393]
"HYUNDAI SONATA 2020" = [2.9638737459977467, 2.1259108157250735, 0.07813665616927593]
"HYUNDAI SONATA HYBRID 2021" = [2.8990264092395734, 2.061410192222139, 0.0899805488717382]
"HYUNDAI TUCSON HYBRID 4TH GEN" = [2.960174, 2.860284, 0.108745]
"JEEP GRAND CHEROKEE 2019" = [2.30972, 1.289689569171081, 0.117048]
"JEEP GRAND CHEROKEE V6 2018" = [2.27116, 1.4057367824262523, 0.11725947414922003]
"KIA EV6 2022" = [3.2, 2.093457, 0.05]
"KIA K5 2021" = [2.405339728085138, 1.460032270828705, 0.11650989850813716]
"KIA NIRO EV 2020" = [2.9215954981365337, 2.1500583840260044, 0.09236802474810267]
"KIA SORENTO GT LINE 2018" = [2.464854685101844, 1.5335274218367956, 0.12056170567599558]
"KIA STINGER GT2 2018" = [2.7499043387418967, 1.849652021986449, 0.12048334239559202]
"LEXUS ES 2019" = [2.0357564999999997, 1.999082295195227, 0.101533]
"LEXUS NX 2018" = [2.3525924753753613, 1.9731412277641067, 0.15168101064205927]
"LEXUS NX 2020" = [2.4331999786982936, 2.1045680431705414, 0.14099899317761067]
"LEXUS RX 2016" = [1.5876816543130423, 1.0427699298523752, 0.21334066732397142]
"LEXUS RX 2020" = [1.5375561442049257, 1.343166476215164, 0.1931062001527557]
"LEXUS RX HYBRID 2017" = [1.6984261557042386, 1.3211501880159107, 0.1820354534928893]
"MAZDA CX-9 2021" = [1.7601682915983443, 1.0889677335154337, 0.17713792194297195]
"SKODA SUPERB 3RD GEN" = [1.166437404652981, 1.1686163012668165, 0.12194533036948708]
"SUBARU FORESTER 2019" = [3.6617001649776793, 2.342197172531713, 0.11075960785398745]
"SUBARU IMPREZA LIMITED 2019" = [1.0670704910352047, 0.8234374840709592, 0.20986563268614938]
"SUBARU IMPREZA SPORT 2020" = [2.6068223389108303, 2.134872342760203, 0.15261513193561627]
"TOYOTA AVALON 2016" = [2.5185770183845646, 1.7153346784214922, 0.10603968787111022]
"TOYOTA AVALON 2019" = [1.7036141952825095, 1.239619084240008, 0.08459830394899492]
"TOYOTA AVALON 2022" = [2.3154403649717357, 2.7777922854327124, 0.11453999639164605]
"TOYOTA C-HR 2018" = [1.5591084333664578, 1.271271459066948, 0.20259087058453193]
"TOYOTA C-HR 2021" = [1.7678810166088303, 1.3742176337919942, 0.2319674583741509]
"TOYOTA CAMRY 2018" = [2.0568162685952505, 1.7576185169559122, 0.108878753]
"TOYOTA CAMRY 2021" = [2.3548324999999997, 2.368900128946771, 0.118436]
"TOYOTA COROLLA 2017" = [3.117154369115421, 1.8438132575043773, 0.12289685869250652]
"TOYOTA COROLLA TSS2 2019" = [1.991132339206426, 1.868866242720403, 0.19570063298031432]
"TOYOTA HIGHLANDER 2017" = [1.8696367437248915, 1.626293990451463, 0.17485372210240796]
"TOYOTA HIGHLANDER 2020" = [1.9617570834136164, 1.8611643317268927, 0.14519673256119725]
"TOYOTA HIGHLANDER HYBRID 2018" = [1.752033, 1.6433903296845025, 0.144600]
"TOYOTA MIRAI 2021" = [2.506899832157829, 1.7417213930750164, 0.20182618449440565]
"TOYOTA PRIUS 2017" = [1.60, 1.5023147650693636, 0.151515]
"TOYOTA PRIUS TSS2 2021" = [1.972600, 1.9104337425537743, 0.170968]
"TOYOTA RAV4 2017" = [2.085695074355425, 2.2142832316984733, 0.13339165270103975]
"TOYOTA RAV4 2019" = [2.279239424615458, 2.087101966779332, 0.13682208413446817]
"TOYOTA RAV4 2019 8965" = [2.3080951748210854, 2.1189367835820603, 0.12942102328134028]
"TOYOTA RAV4 2019 x02" = [2.762293266024922, 2.243615865975329, 0.11113568178327986]
"TOYOTA RAV4 HYBRID 2017" = [1.9796257271652042, 1.7503987331707576, 0.14628860048885406]
"TOYOTA RAV4 2022" = [2.241883248393209, 1.9304407208090029, 0.112174]
"TOYOTA RAV4 2022 x02" = [3.044930631831037, 2.3979189796380918, 0.14023209146703736]
"TOYOTA SIENNA 2018" = [1.689726, 1.3208264576110418, 0.140456]
"VOLKSWAGEN ARTEON 1ST GEN" = [1.45136518053819, 1.3639364049316804, 0.23806361745695032]
"VOLKSWAGEN ATLAS 1ST GEN" = [1.4677006726964945, 1.6733266634075656, 0.12959584092073367]
"VOLKSWAGEN GOLF 7TH GEN" = [1.3750394140491293, 1.5814743077200641, 0.2018321939386586]
"VOLKSWAGEN JETTA 7TH GEN" = [1.2271623034089392, 1.216955117387, 0.19437384688370712]
"VOLKSWAGEN PASSAT 8TH GEN" = [1.3432120736752917, 1.7087275587362314, 0.19444383787326647]
"VOLKSWAGEN TIGUAN 2ND GEN" = [0.9711965500094828, 1.0001565939459098, 0.1465626137072916]

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ACURA ILX 2016: [1.524988973896102, 0.519011053086259, 0.34236219253028]
ACURA RDX 2018: [0.9987728568686902, 0.5323765166196301, 0.303218805715844]
ACURA RDX 2020: [1.4314459806646749, 0.33874701282109954, 0.18048847083897598]
AUDI A3 3RD GEN: [1.5122414863077502, 1.7443517531719404, 0.15194151892450905]
AUDI Q3 2ND GEN: [1.4439223359448605, 1.2254955789112076, 0.1413798895978097]
CHEVROLET VOLT PREMIER 2017: [1.5961527626411784, 1.8422651988094612, 0.1572393918005158]
CHRYSLER PACIFICA 2018: [2.07140, 1.3366521181047952, 0.13776367250652022]
CHRYSLER PACIFICA 2020: [1.86206, 1.509076559398423, 0.14328246159386085]
CHRYSLER PACIFICA HYBRID 2017: [1.79422, 1.06831764583744, 0.116237]
CHRYSLER PACIFICA HYBRID 2018: [2.08887, 1.2943025830995154, 0.114818]
CHRYSLER PACIFICA HYBRID 2019: [1.90120, 1.1958788168371808, 0.131520]
GENESIS G70 2018: [3.8520195946707947, 2.354697063349854, 0.06830285485626221]
HONDA ACCORD 2018: [1.7135052593468778, 0.3461280068322071, 0.21579936052863807]
HONDA ACCORD HYBRID 2018: [1.6651615004829625, 0.30322180951193245, 0.2083000440586149]
HONDA CIVIC (BOSCH) 2019: [1.691708637466905, 0.40132900729454185, 0.25460295304024094]
HONDA CIVIC 2016: [1.6528895627785531, 0.4018518740819229, 0.25458812851328544]
HONDA CR-V 2016: [0.7667141440182675, 0.5927571534745969, 0.40909087636157127]
HONDA CR-V 2017: [2.01323205142022, 0.2700612209345081, 0.2238412881331528]
HONDA CR-V HYBRID 2019: [2.072034634644233, 0.7152085160516978, 0.20237105008376083]
HONDA FIT 2018: [1.5719981427109775, 0.5712761407108976, 0.110773383324281]
HONDA HRV 2019: [2.0661212805710205, 0.7521343418694775, 0.17760375789242094]
HONDA INSIGHT 2019: [1.5201671214069354, 0.5660229120683284, 0.25808042580281876]
HONDA ODYSSEY 2018: [1.8774809275211801, 0.8394431662987996, 0.2096978613792822]
HONDA PILOT 2017: [1.7262026201812795, 0.9470005614967523, 0.21351430733218763]
HONDA RIDGELINE 2017: [1.4146525028237624, 0.7356572861629564, 0.23307177552211328]
HYUNDAI ELANTRA 2021: [3.169, 2.1259108157250735, 0.0819]
HYUNDAI GENESIS 2015-2016: [2.7807965280270794, 2.325, 0.0984484465421171]
HYUNDAI IONIQ 5 2022: [3.172929, 2.713050, 0.096019]
HYUNDAI IONIQ ELECTRIC LIMITED 2019: [1.7662975472852054, 1.613755614526594, 0.17087579756306276]
HYUNDAI IONIQ PHEV 2020: [3.2928700076638537, 2.1193482926455656, 0.12463700961468778]
HYUNDAI IONIQ PLUG-IN HYBRID 2019: [2.970807902012267, 1.6312321830002083, 0.1088964990357482]
HYUNDAI KONA ELECTRIC 2019: [3.078814714619148, 2.307336938253934, 0.12359762054065548]
HYUNDAI PALISADE 2020: [2.544642494803999, 1.8721703683337008, 0.1301424599248651]
HYUNDAI SANTA FE 2019: [3.0787027729757632, 2.6173437483495565, 0.1207019341823945]
HYUNDAI SANTA FE HYBRID 2022: [3.501877602644835, 2.729064118456137, 0.10384068104538963]
HYUNDAI SANTA FE PlUG-IN HYBRID 2022: [1.6953050513611045, 1.5837614296206861, 0.12672855941458458]
HYUNDAI SONATA 2019: [2.2200457811703953, 1.2967330275895228, 0.14039920986586393]
HYUNDAI SONATA 2020: [2.9638737459977467, 2.1259108157250735, 0.07813665616927593]
HYUNDAI SONATA HYBRID 2021: [2.8990264092395734, 2.061410192222139, 0.0899805488717382]
HYUNDAI TUCSON HYBRID 4TH GEN: [2.960174, 2.860284, 0.108745]
JEEP GRAND CHEROKEE 2019: [2.30972, 1.289689569171081, 0.117048]
JEEP GRAND CHEROKEE V6 2018: [2.27116, 1.4057367824262523, 0.11725947414922003]
KIA EV6 2022: [3.2, 2.093457, 0.05]
KIA K5 2021: [2.405339728085138, 1.460032270828705, 0.11650989850813716]
KIA NIRO EV 2020: [2.9215954981365337, 2.1500583840260044, 0.09236802474810267]
KIA SORENTO GT LINE 2018: [2.464854685101844, 1.5335274218367956, 0.12056170567599558]
KIA STINGER GT2 2018: [2.7499043387418967, 1.849652021986449, 0.12048334239559202]
LEXUS ES 2019: [2.0357564999999997, 1.999082295195227, 0.101533]
LEXUS NX 2018: [2.3525924753753613, 1.9731412277641067, 0.15168101064205927]
LEXUS NX 2020: [2.4331999786982936, 2.1045680431705414, 0.14099899317761067]
LEXUS RX 2016: [1.5876816543130423, 1.0427699298523752, 0.21334066732397142]
LEXUS RX 2020: [1.5375561442049257, 1.343166476215164, 0.1931062001527557]
LEXUS RX HYBRID 2017: [1.6984261557042386, 1.3211501880159107, 0.1820354534928893]
MAZDA CX-9 2021: [1.7601682915983443, 1.0889677335154337, 0.17713792194297195]
SKODA SUPERB 3RD GEN: [1.166437404652981, 1.1686163012668165, 0.12194533036948708]
SUBARU FORESTER 2019: [3.6617001649776793, 2.342197172531713, 0.11075960785398745]
SUBARU IMPREZA LIMITED 2019: [1.0670704910352047, 0.8234374840709592, 0.20986563268614938]
SUBARU IMPREZA SPORT 2020: [2.6068223389108303, 2.134872342760203, 0.15261513193561627]
TOYOTA AVALON 2016: [2.5185770183845646, 1.7153346784214922, 0.10603968787111022]
TOYOTA AVALON 2019: [1.7036141952825095, 1.239619084240008, 0.08459830394899492]
TOYOTA AVALON 2022: [2.3154403649717357, 2.7777922854327124, 0.11453999639164605]
TOYOTA C-HR 2018: [1.5591084333664578, 1.271271459066948, 0.20259087058453193]
TOYOTA C-HR 2021: [1.7678810166088303, 1.3742176337919942, 0.2319674583741509]
TOYOTA CAMRY 2018: [2.0568162685952505, 1.7576185169559122, 0.108878753]
TOYOTA CAMRY 2021: [2.3548324999999997, 2.368900128946771, 0.118436]
TOYOTA COROLLA 2017: [3.117154369115421, 1.8438132575043773, 0.12289685869250652]
TOYOTA COROLLA TSS2 2019: [1.991132339206426, 1.868866242720403, 0.19570063298031432]
TOYOTA HIGHLANDER 2017: [1.8696367437248915, 1.626293990451463, 0.17485372210240796]
TOYOTA HIGHLANDER 2020: [1.9617570834136164, 1.8611643317268927, 0.14519673256119725]
TOYOTA HIGHLANDER HYBRID 2018: [1.752033, 1.6433903296845025, 0.144600]
TOYOTA MIRAI 2021: [2.506899832157829, 1.7417213930750164, 0.20182618449440565]
TOYOTA PRIUS 2017: [1.60, 1.5023147650693636, 0.151515]
TOYOTA PRIUS TSS2 2021: [1.972600, 1.9104337425537743, 0.170968]
TOYOTA RAV4 2017: [2.085695074355425, 2.2142832316984733, 0.13339165270103975]
TOYOTA RAV4 2019: [2.279239424615458, 2.087101966779332, 0.13682208413446817]
TOYOTA RAV4 2019 8965: [2.3080951748210854, 2.1189367835820603, 0.12942102328134028]
TOYOTA RAV4 2019 x02: [2.762293266024922, 2.243615865975329, 0.11113568178327986]
TOYOTA RAV4 HYBRID 2017: [1.9796257271652042, 1.7503987331707576, 0.14628860048885406]
TOYOTA RAV4 2022: [2.241883248393209, 1.9304407208090029, 0.112174]
TOYOTA RAV4 2022 x02: [3.044930631831037, 2.3979189796380918, 0.14023209146703736]
TOYOTA SIENNA 2018: [1.689726, 1.3208264576110418, 0.140456]
VOLKSWAGEN ARTEON 1ST GEN: [1.45136518053819, 1.3639364049316804, 0.23806361745695032]
VOLKSWAGEN ATLAS 1ST GEN: [1.4677006726964945, 1.6733266634075656, 0.12959584092073367]
VOLKSWAGEN GOLF 7TH GEN: [1.3750394140491293, 1.5814743077200641, 0.2018321939386586]
VOLKSWAGEN JETTA 7TH GEN: [1.2271623034089392, 1.216955117387, 0.19437384688370712]
VOLKSWAGEN PASSAT 8TH GEN: [1.3432120736752917, 1.7087275587362314, 0.19444383787326647]
VOLKSWAGEN TIGUAN 2ND GEN: [0.9711965500094828, 1.0001565939459098, 0.1465626137072916]
legend: [LAT_ACCEL_FACTOR, MAX_LAT_ACCEL_MEASURED, FRICTION]

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legend = ["LAT_ACCEL_FACTOR", "MAX_LAT_ACCEL_MEASURED", "FRICTION"]
"MAZDA 3" = "MAZDA CX-9 2021"
"MAZDA 6" = "MAZDA CX-9 2021"
"MAZDA CX-5" = "MAZDA CX-9 2021"
"MAZDA CX-5 2022" = "MAZDA CX-9 2021"
"MAZDA CX-9" = "MAZDA CX-9 2021"
"TOYOTA ALPHARD 2020" = "TOYOTA SIENNA 2018"
"TOYOTA PRIUS v 2017" = "TOYOTA PRIUS 2017"
"LEXUS IS 2018" = "LEXUS NX 2018"
"LEXUS CT HYBRID 2018" = "LEXUS NX 2018"
"LEXUS ES 2018" = "TOYOTA CAMRY 2018"
"LEXUS ES HYBRID 2018" = "TOYOTA CAMRY 2018"
"LEXUS RC 2020" = "LEXUS NX 2020"
"KIA OPTIMA 4TH GEN" = "HYUNDAI SONATA 2020"
"KIA OPTIMA 4TH GEN FACELIFT" = "HYUNDAI SONATA 2020"
"KIA OPTIMA HYBRID 2017 & SPORTS 2019" = "HYUNDAI SONATA 2020"
"KIA OPTIMA HYBRID 4TH GEN FACELIFT" = "HYUNDAI SONATA 2020"
"KIA FORTE E 2018 & GT 2021" = "HYUNDAI SONATA 2020"
"KIA CEED INTRO ED 2019" = "HYUNDAI SONATA 2020"
"KIA SELTOS 2021" = "HYUNDAI SONATA 2020"
"KIA NIRO HYBRID 2019" = "KIA NIRO EV 2020"
"KIA NIRO PLUG-IN HYBRID 2022" = "KIA NIRO EV 2020"
"KIA NIRO HYBRID 2021" = "KIA NIRO EV 2020"
"HYUNDAI VELOSTER 2019" = "HYUNDAI SONATA 2019"
"HYUNDAI KONA 2020" = "HYUNDAI KONA ELECTRIC 2019"
"HYUNDAI KONA HYBRID 2020" = "HYUNDAI KONA ELECTRIC 2019"
"HYUNDAI KONA ELECTRIC 2022" = "HYUNDAI KONA ELECTRIC 2019"
"HYUNDAI IONIQ HYBRID 2017-2019" = "HYUNDAI IONIQ PLUG-IN HYBRID 2019"
"HYUNDAI IONIQ HYBRID 2020-2022" = "HYUNDAI IONIQ PLUG-IN HYBRID 2019"
"HYUNDAI IONIQ ELECTRIC 2020" = "HYUNDAI IONIQ PLUG-IN HYBRID 2019"
"HYUNDAI ELANTRA 2017" = "HYUNDAI SONATA 2019"
"HYUNDAI I30 N LINE 2019 & GT 2018 DCT" = "HYUNDAI SONATA 2019"
"HYUNDAI ELANTRA HYBRID 2021" = "HYUNDAI SONATA 2020"
"HYUNDAI TUCSON 2019" = "HYUNDAI SANTA FE 2019"
"HYUNDAI TUCSON 4TH GEN" = "HYUNDAI TUCSON HYBRID 4TH GEN"
"HYUNDAI SANTA FE 2022" = "HYUNDAI SANTA FE HYBRID 2022"
"KIA K5 HYBRID 2020" = "KIA K5 2021"
"KIA STINGER 2022" = "KIA STINGER GT2 2018"
"GENESIS G90 2017" = "GENESIS G70 2018"
"GENESIS G80 2017" = "GENESIS G70 2018"
"GENESIS G70 2020" = "HYUNDAI SONATA 2020"
"HONDA FREED 2020" = "HONDA ODYSSEY 2018"
"HONDA CR-V EU 2016" = "HONDA CR-V 2016"
"HONDA CIVIC SEDAN 1.6 DIESEL 2019" = "HONDA CIVIC (BOSCH) 2019"
"HONDA E 2020" = "HONDA CIVIC (BOSCH) 2019"
"HONDA ODYSSEY CHN 2019" = "HONDA ODYSSEY 2018"
"BUICK LACROSSE 2017" = "CHEVROLET VOLT PREMIER 2017"
"BUICK REGAL ESSENCE 2018" = "CHEVROLET VOLT PREMIER 2017"
"CADILLAC ESCALADE ESV 2016" = "CHEVROLET VOLT PREMIER 2017"
"CADILLAC ATS Premium Performance 2018" = "CHEVROLET VOLT PREMIER 2017"
"CHEVROLET MALIBU PREMIER 2017" = "CHEVROLET VOLT PREMIER 2017"
"HOLDEN ASTRA RS-V BK 2017" = "CHEVROLET VOLT PREMIER 2017"
"SKODA FABIA 4TH GEN" = "VOLKSWAGEN GOLF 7TH GEN"
"SKODA OCTAVIA 3RD GEN" = "SKODA SUPERB 3RD GEN"
"SKODA SCALA 1ST GEN" = "SKODA SUPERB 3RD GEN"
"SKODA KODIAQ 1ST GEN" = "SKODA SUPERB 3RD GEN"
"SKODA KAROQ 1ST GEN" = "SKODA SUPERB 3RD GEN"
"SKODA KAMIQ 1ST GEN" = "SKODA SUPERB 3RD GEN"
"VOLKSWAGEN CRAFTER 2ND GEN" = "VOLKSWAGEN TIGUAN 2ND GEN"
"VOLKSWAGEN T-ROC 1ST GEN" = "VOLKSWAGEN TIGUAN 2ND GEN"
"VOLKSWAGEN T-CROSS 1ST GEN" = "VOLKSWAGEN TIGUAN 2ND GEN"
"VOLKSWAGEN TOURAN 2ND GEN" = "VOLKSWAGEN TIGUAN 2ND GEN"
"VOLKSWAGEN TRANSPORTER T6.1" = "VOLKSWAGEN TIGUAN 2ND GEN"
"AUDI Q2 1ST GEN" = "VOLKSWAGEN TIGUAN 2ND GEN"
"VOLKSWAGEN TAOS 1ST GEN" = "VOLKSWAGEN TIGUAN 2ND GEN"
"VOLKSWAGEN POLO 6TH GEN" = "VOLKSWAGEN GOLF 7TH GEN"
"SEAT LEON 3RD GEN" = "VOLKSWAGEN GOLF 7TH GEN"
"SEAT ATECA 1ST GEN" = "VOLKSWAGEN GOLF 7TH GEN"
"SUBARU CROSSTREK HYBRID 2020" = "SUBARU IMPREZA SPORT 2020"
"SUBARU FORESTER HYBRID 2020" = "SUBARU IMPREZA SPORT 2020"
"SUBARU LEGACY 7TH GEN" = "SUBARU OUTBACK 6TH GEN"
# Old subarus don't have much data guessing it's like low torque impreza"
"SUBARU OUTBACK 2018 - 2019" = "SUBARU IMPREZA LIMITED 2019"
"SUBARU OUTBACK 2015 - 2017" = "SUBARU IMPREZA LIMITED 2019"
"SUBARU FORESTER 2017 - 2018" = "SUBARU IMPREZA LIMITED 2019"
"SUBARU LEGACY 2015 - 2018" = "SUBARU IMPREZA LIMITED 2019"
"SUBARU ASCENT LIMITED 2019" = "SUBARU FORESTER 2019"

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MAZDA 3: MAZDA CX-9 2021
MAZDA 6: MAZDA CX-9 2021
MAZDA CX-5: MAZDA CX-9 2021
MAZDA CX-5 2022: MAZDA CX-9 2021
MAZDA CX-9: MAZDA CX-9 2021
TOYOTA ALPHARD 2020: TOYOTA SIENNA 2018
TOYOTA PRIUS v 2017 : TOYOTA PRIUS 2017
LEXUS IS 2018: LEXUS NX 2018
LEXUS CT HYBRID 2018 : LEXUS NX 2018
LEXUS ES 2018: TOYOTA CAMRY 2018
LEXUS ES HYBRID 2018: TOYOTA CAMRY 2018
LEXUS RC 2020: LEXUS NX 2020
KIA OPTIMA 4TH GEN: HYUNDAI SONATA 2020
KIA OPTIMA 4TH GEN FACELIFT: HYUNDAI SONATA 2020
KIA OPTIMA HYBRID 2017 & SPORTS 2019: HYUNDAI SONATA 2020
KIA OPTIMA HYBRID 4TH GEN FACELIFT: HYUNDAI SONATA 2020
KIA FORTE E 2018 & GT 2021: HYUNDAI SONATA 2020
KIA CEED INTRO ED 2019: HYUNDAI SONATA 2020
KIA SELTOS 2021: HYUNDAI SONATA 2020
KIA NIRO HYBRID 2019: KIA NIRO EV 2020
KIA NIRO PLUG-IN HYBRID 2022: KIA NIRO EV 2020
KIA NIRO HYBRID 2021: KIA NIRO EV 2020
HYUNDAI VELOSTER 2019: HYUNDAI SONATA 2019
HYUNDAI KONA 2020: HYUNDAI KONA ELECTRIC 2019
HYUNDAI KONA HYBRID 2020: HYUNDAI KONA ELECTRIC 2019
HYUNDAI KONA ELECTRIC 2022: HYUNDAI KONA ELECTRIC 2019
HYUNDAI IONIQ HYBRID 2017-2019: HYUNDAI IONIQ PLUG-IN HYBRID 2019
HYUNDAI IONIQ HYBRID 2020-2022: HYUNDAI IONIQ PLUG-IN HYBRID 2019
HYUNDAI IONIQ ELECTRIC 2020: HYUNDAI IONIQ PLUG-IN HYBRID 2019
HYUNDAI ELANTRA 2017: HYUNDAI SONATA 2019
HYUNDAI I30 N LINE 2019 & GT 2018 DCT: HYUNDAI SONATA 2019
HYUNDAI ELANTRA HYBRID 2021: HYUNDAI SONATA 2020
HYUNDAI TUCSON 2019: HYUNDAI SANTA FE 2019
HYUNDAI TUCSON 4TH GEN: HYUNDAI TUCSON HYBRID 4TH GEN
HYUNDAI SANTA FE 2022: HYUNDAI SANTA FE HYBRID 2022
KIA K5 HYBRID 2020: KIA K5 2021
KIA STINGER 2022: KIA STINGER GT2 2018
GENESIS G90 2017: GENESIS G70 2018
GENESIS G80 2017: GENESIS G70 2018
GENESIS G70 2020: HYUNDAI SONATA 2020
HONDA FREED 2020: HONDA ODYSSEY 2018
HONDA CR-V EU 2016: HONDA CR-V 2016
HONDA CIVIC SEDAN 1.6 DIESEL 2019: HONDA CIVIC (BOSCH) 2019
HONDA E 2020: HONDA CIVIC (BOSCH) 2019
HONDA ODYSSEY CHN 2019: HONDA ODYSSEY 2018
BUICK LACROSSE 2017: CHEVROLET VOLT PREMIER 2017
BUICK REGAL ESSENCE 2018: CHEVROLET VOLT PREMIER 2017
CADILLAC ESCALADE ESV 2016: CHEVROLET VOLT PREMIER 2017
CADILLAC ATS Premium Performance 2018: CHEVROLET VOLT PREMIER 2017
CHEVROLET MALIBU PREMIER 2017: CHEVROLET VOLT PREMIER 2017
HOLDEN ASTRA RS-V BK 2017: CHEVROLET VOLT PREMIER 2017
SKODA FABIA 4TH GEN: VOLKSWAGEN GOLF 7TH GEN
SKODA OCTAVIA 3RD GEN: SKODA SUPERB 3RD GEN
SKODA SCALA 1ST GEN: SKODA SUPERB 3RD GEN
SKODA KODIAQ 1ST GEN: SKODA SUPERB 3RD GEN
SKODA KAROQ 1ST GEN: SKODA SUPERB 3RD GEN
SKODA KAMIQ 1ST GEN: SKODA SUPERB 3RD GEN
VOLKSWAGEN CRAFTER 2ND GEN: VOLKSWAGEN TIGUAN 2ND GEN
VOLKSWAGEN T-ROC 1ST GEN: VOLKSWAGEN TIGUAN 2ND GEN
VOLKSWAGEN T-CROSS 1ST GEN: VOLKSWAGEN TIGUAN 2ND GEN
VOLKSWAGEN TOURAN 2ND GEN: VOLKSWAGEN TIGUAN 2ND GEN
VOLKSWAGEN TRANSPORTER T6.1: VOLKSWAGEN TIGUAN 2ND GEN
AUDI Q2 1ST GEN: VOLKSWAGEN TIGUAN 2ND GEN
VOLKSWAGEN TAOS 1ST GEN: VOLKSWAGEN TIGUAN 2ND GEN
VOLKSWAGEN POLO 6TH GEN: VOLKSWAGEN GOLF 7TH GEN
SEAT LEON 3RD GEN: VOLKSWAGEN GOLF 7TH GEN
SEAT ATECA 1ST GEN: VOLKSWAGEN GOLF 7TH GEN
SUBARU CROSSTREK HYBRID 2020: SUBARU IMPREZA SPORT 2020
SUBARU FORESTER HYBRID 2020: SUBARU IMPREZA SPORT 2020
SUBARU LEGACY 7TH GEN: SUBARU OUTBACK 6TH GEN
# Old subarus don't have much data guessing it's like low torque impreza
SUBARU OUTBACK 2018 - 2019: SUBARU IMPREZA LIMITED 2019
SUBARU OUTBACK 2015 - 2017: SUBARU IMPREZA LIMITED 2019
SUBARU FORESTER 2017 - 2018: SUBARU IMPREZA LIMITED 2019
SUBARU LEGACY 2015 - 2018: SUBARU IMPREZA LIMITED 2019
SUBARU ASCENT LIMITED 2019: SUBARU FORESTER 2019
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