openpilot v0.9.5 release

date: 2023-11-17T23:53:40
master commit: d3aad9ca46

.gitignore

@@ -1,4 +1,6 @@
 venv/
+.venv/
+.ci_cache
 .env
 .clang-format
 .DS_Store
@@ -46,6 +48,7 @@ selfdrive/mapd/default_speeds_by_region.json
 system/proclogd/proclogd
 selfdrive/ui/_ui
 selfdrive/ui/translations/alerts_generated.h
+selfdrive/ui/translations/tmp
 selfdrive/test/longitudinal_maneuvers/out
 selfdrive/car/tests/cars_dump
 system/camerad/camerad
@@ -56,7 +59,6 @@ selfdrive/modeld/_dmonitoringmodeld
 /src/
 
 one
-openpilot
 notebooks
 xx
 yy
@@ -77,6 +79,7 @@ comma*.sh
 
 selfdrive/modeld/thneed/compile
 selfdrive/modeld/models/*.thneed
+selfdrive/modeld/models/*.pkl
 
 *.bz2
 
@@ -85,3 +88,4 @@ build/
 !**/.gitkeep
 
 poetry.toml
+Pipfile

Jenkinsfile

@@ -1,4 +1,4 @@
-def phone(String ip, String step_label, String cmd) {
+def device(String ip, String step_label, String cmd) {
   withCredentials([file(credentialsId: 'id_rsa', variable: 'key_file')]) {
     def ssh_cmd = """
 ssh -tt -o StrictHostKeyChecking=no -i ${key_file} 'comma@${ip}' /usr/bin/bash <<'END'
@@ -6,6 +6,7 @@ ssh -tt -o StrictHostKeyChecking=no -i ${key_file} 'comma@${ip}' /usr/bin/bash <
 set -e
 
 export CI=1
+export PYTHONWARNINGS=error
 export LOGPRINT=debug
 export TEST_DIR=${env.TEST_DIR}
 export SOURCE_DIR=${env.SOURCE_DIR}
@@ -13,6 +14,8 @@ export GIT_BRANCH=${env.GIT_BRANCH}
 export GIT_COMMIT=${env.GIT_COMMIT}
 export AZURE_TOKEN='${env.AZURE_TOKEN}'
 export MAPBOX_TOKEN='${env.MAPBOX_TOKEN}'
+export PYTEST_ADDOPTS="-c selfdrive/test/pytest-tici.ini --rootdir ."
+
 
 export GIT_SSH_COMMAND="ssh -i /data/gitkey"
 
@@ -20,6 +23,8 @@ source ~/.bash_profile
 if [ -f /TICI ]; then
   source /etc/profile
 
+  rm -rf ~/.commacache
+
   if ! systemctl is-active --quiet systemd-resolved; then
     echo "restarting resolved"
     sudo systemctl start systemd-resolved
@@ -50,222 +55,192 @@ END"""
   }
 }
 
-def phone_steps(String device_type, steps) {
+def deviceStage(String stageName, String deviceType, List env, def steps) {
-  lock(resource: "", label: device_type, inversePrecedence: true, variable: 'device_ip', quantity: 1) {
+  stage(stageName) {
-    timeout(time: 20, unit: 'MINUTES') {
+    if (currentBuild.result != null) {
-      phone(device_ip, "git checkout", readFile("selfdrive/test/setup_device_ci.sh"),)
+        return
-      steps.each { item ->
-        phone(device_ip, item[0], item[1])
-      }
     }
-  }
-}
 
-pipeline {
+    def extra = env.collect { "export ${it}" }.join('\n');
-  agent none
-  environment {
-    CI = "1"
-    TEST_DIR = "/data/openpilot"
-    SOURCE_DIR = "/data/openpilot_source/"
-    AZURE_TOKEN = credentials('azure_token')
-    MAPBOX_TOKEN = credentials('mapbox_token')
-  }
-  options {
-    timeout(time: 3, unit: 'HOURS')
-    disableConcurrentBuilds(abortPrevious: env.BRANCH_NAME != 'master')
-  }
 
-  stages {
+    docker.image('ghcr.io/commaai/alpine-ssh').inside('--user=root') {
-    stage('build release3-staging') {
+      lock(resource: "", label: deviceType, inversePrecedence: true, variable: 'device_ip', quantity: 1) {
-      agent { docker { image 'ghcr.io/commaai/alpine-ssh'; args '--user=root' } }
+        timeout(time: 20, unit: 'MINUTES') {
-      when {
+          retry (3) {
-        branch 'devel-staging'
+            device(device_ip, "git checkout", extra + "\n" + readFile("selfdrive/test/setup_device_ci.sh"))
-      }
+          }
-      steps {
+          steps.each { item ->
-        phone_steps("tici-needs-can", [
+            device(device_ip, item[0], item[1])
-          ["build release3-staging & dashcam3-staging", "RELEASE_BRANCH=release3-staging DASHCAM_BRANCH=dashcam3-staging $SOURCE_DIR/release/build_release.sh"],
+          }
-        ])
+        }
       }
     }
+  }
+}
 
-    stage('build nightly') {
+def pcStage(String stageName, Closure body) {
-      agent { docker { image 'ghcr.io/commaai/alpine-ssh'; args '--user=root' } }
+  node {
-      when {
+  stage(stageName) {
-        branch 'master-ci'
+    if (currentBuild.result != null) {
-      }
+        return
-      steps {
-        phone_steps("tici-needs-can", [
-          ["build nightly", "RELEASE_BRANCH=nightly $SOURCE_DIR/release/build_release.sh"],
-        ])
-      }
     }
 
-    stage('openpilot tests') {
+    checkout scm
-      when {
+
-        not {
+    def dockerArgs = "--user=batman -v /tmp/comma_download_cache:/tmp/comma_download_cache -v /tmp/scons_cache:/tmp/scons_cache -e PYTHONPATH=${env.WORKSPACE}";
-          anyOf {
+    docker.build("openpilot-base:build-${env.GIT_COMMIT}", "-f Dockerfile.openpilot_base .").inside(dockerArgs) {
-            branch 'master-ci'; branch 'devel'; branch 'devel-staging';
+      timeout(time: 20, unit: 'MINUTES') {
-            branch 'release3'; branch 'release3-staging'; branch 'dashcam3'; branch 'dashcam3-staging';
+        try {
-            branch 'testing-closet*'; branch 'hotfix-*'
+          // TODO: remove these after all jenkins jobs are running as batman (merged with master)
-          }
+          sh "sudo chown -R batman:batman /tmp/scons_cache"
+          sh "sudo chown -R batman:batman /tmp/comma_download_cache"
+
+          sh "git config --global --add safe.directory '*'"
+          sh "git submodule update --init --recursive"
+          sh "git lfs pull"
+          body()
+        } finally {
+          sh "rm -rf ${env.WORKSPACE}/* || true"
+          sh "rm -rf .* || true"
         }
       }
+    }
+  }
+  }
+}
 
-      parallel {
+def setupCredentials() {
-
+  withCredentials([
-        /*
+    string(credentialsId: 'azure_token', variable: 'AZURE_TOKEN'),
-        stage('simulator') {
+    string(credentialsId: 'mapbox_token', variable: 'MAPBOX_TOKEN')
-          agent {
+  ]) {
-            dockerfile {
+    env.AZURE_TOKEN = "${AZURE_TOKEN}"
-              filename 'Dockerfile.sim_nvidia'
+    env.MAPBOX_TOKEN = "${MAPBOX_TOKEN}"
-              dir 'tools/sim'
+  }
-              args '--user=root'
+}
-            }
-          }
-          steps {
-            sh "git config --global --add safe.directory '*'"
-            sh "git submodule update --init --recursive"
-            sh "git lfs pull"
-            lock(resource: "", label: "simulator", inversePrecedence: true, quantity: 1) {
-              sh "${WORKSPACE}/tools/sim/build_container.sh"
-              sh "DETACH=1 ${WORKSPACE}/tools/sim/start_carla.sh"
-              sh "${WORKSPACE}/tools/sim/start_openpilot_docker.sh"
-            }
-          }
-
-          post {
-            always {
-              sh "docker kill carla_sim || true"
-              sh "rm -rf ${WORKSPACE}/* || true"
-              sh "rm -rf .* || true"
-            }
-          }
-        }
-        */
-
-        stage('scons build test') {
-          agent {
-            dockerfile {
-              filename 'Dockerfile.openpilot_base'
-              args '--user=root'
-            }
-          }
-          steps {
-            sh "git config --global --add safe.directory '*'"
-            sh "git submodule update --init --depth=1 --recursive"
-            sh "scons --clean && scons --no-cache -j42"
-            sh "scons --clean && scons --no-cache --random -j42"
-          }
 
-          post {
+node {
-            always {
+  env.CI = "1"
-              sh "rm -rf ${WORKSPACE}/* || true"
+  env.PYTHONWARNINGS = "error"
-              sh "rm -rf .* || true"
+  env.TEST_DIR = "/data/openpilot"
-            }
+  env.SOURCE_DIR = "/data/openpilot_source/"
-          }
+  setupCredentials()
-        }
 
-        stage('tizi-tests') {
+  env.GIT_BRANCH = checkout(scm).GIT_BRANCH
-          agent { docker { image 'ghcr.io/commaai/alpine-ssh'; args '--user=root' } }
+  env.GIT_COMMIT = checkout(scm).GIT_COMMIT
-          steps {
-            phone_steps("tizi", [
-              ["build openpilot", "cd selfdrive/manager && ./build.py"],
-              ["test boardd loopback", "SINGLE_PANDA=1 pytest selfdrive/boardd/tests/test_boardd_loopback.py"],
-              ["test pandad", "pytest selfdrive/boardd/tests/test_pandad.py"],
-              ["test sensord", "cd system/sensord/tests && pytest test_sensord.py"],
-              ["test camerad", "pytest system/camerad/test/test_camerad.py"],
-              ["test exposure", "pytest system/camerad/test/test_exposure.py"],
-              ["test amp", "pytest system/hardware/tici/tests/test_amplifier.py"],
-              ["test hw", "pytest system/hardware/tici/tests/test_hardware.py"],
-              ["test rawgpsd", "pytest system/sensord/rawgps/test_rawgps.py"],
-            ])
-          }
-        }
 
-        stage('build') {
+  def excludeBranches = ['master-ci', 'devel', 'devel-staging', 'release3', 'release3-staging',
-          agent { docker { image 'ghcr.io/commaai/alpine-ssh'; args '--user=root' } }
+                         'dashcam3', 'dashcam3-staging', 'testing-closet*', 'hotfix-*']
-          environment {
+  def excludeRegex = excludeBranches.join('|').replaceAll('\\*', '.*')
-            R3_PUSH = "${env.BRANCH_NAME == 'master' ? '1' : ' '}"
-          }
-          steps {
-            phone_steps("tici-needs-can", [
-              ["build master-ci", "cd $SOURCE_DIR/release && TARGET_DIR=$TEST_DIR EXTRA_FILES='tools/' ./build_devel.sh"],
-              ["build openpilot", "cd selfdrive/manager && ./build.py"],
-              ["check dirty", "release/check-dirty.sh"],
-              ["onroad tests", "cd selfdrive/test/ && ./test_onroad.py"],
-              ["time to onroad", "cd selfdrive/test/ && pytest test_time_to_onroad.py"],
-            ])
-          }
-        }
 
-        stage('loopback-tests') {
+  if (env.BRANCH_NAME != 'master') {
-          agent { docker { image 'ghcr.io/commaai/alpine-ssh'; args '--user=root' } }
+    properties([
-          steps {
+        disableConcurrentBuilds(abortPrevious: true)
-            phone_steps("tici-loopback", [
+    ])
-              ["build openpilot", "cd selfdrive/manager && ./build.py"],
+  }
-              ["test boardd loopback", "pytest selfdrive/boardd/tests/test_boardd_loopback.py"],
-            ])
-          }
-        }
 
-        stage('HW + Unit Tests') {
+  try {
-          agent { docker { image 'ghcr.io/commaai/alpine-ssh'; args '--user=root' } }
+    if (env.BRANCH_NAME == 'devel-staging') {
-          steps {
+      deviceStage("build release3-staging", "tici-needs-can", [], [
-            phone_steps("tici-common", [
+        ["build release3-staging & dashcam3-staging", "RELEASE_BRANCH=release3-staging DASHCAM_BRANCH=dashcam3-staging $SOURCE_DIR/release/build_release.sh"],
-              ["build", "cd selfdrive/manager && ./build.py"],
+      ])
-              ["test pandad", "pytest selfdrive/boardd/tests/test_pandad.py"],
+    }
-              ["test power draw", "pytest system/hardware/tici/tests/test_power_draw.py"],
-              ["test loggerd", "pytest system/loggerd/tests/test_loggerd.py"],
-              ["test encoder", "LD_LIBRARY_PATH=/usr/local/lib pytest system/loggerd/tests/test_encoder.py"],
-              ["test pigeond", "pytest system/sensord/tests/test_pigeond.py"],
-              ["test manager", "pytest selfdrive/manager/test/test_manager.py"],
-              ["test nav", "pytest selfdrive/navd/tests/"],
-            ])
-          }
-        }
 
-        stage('camerad') {
+    if (env.BRANCH_NAME == 'master-ci') {
-          agent { docker { image 'ghcr.io/commaai/alpine-ssh'; args '--user=root' } }
+      deviceStage("build nightly", "tici-needs-can", [], [
-          steps {
+        ["build nightly", "RELEASE_BRANCH=nightly $SOURCE_DIR/release/build_release.sh"],
-            phone_steps("tici-ar0231", [
+      ])
-              ["build", "cd selfdrive/manager && ./build.py"],
+    }
-              ["test camerad", "pytest system/camerad/test/test_camerad.py"],
-              ["test exposure", "pytest system/camerad/test/test_exposure.py"],
-            ])
-            phone_steps("tici-ox03c10", [
-              ["build", "cd selfdrive/manager && ./build.py"],
-              ["test camerad", "pytest system/camerad/test/test_camerad.py"],
-              ["test exposure", "pytest system/camerad/test/test_exposure.py"],
-            ])
-          }
-        }
 
-        stage('sensord') {
+    if (!env.BRANCH_NAME.matches(excludeRegex)) {
-          agent { docker { image 'ghcr.io/commaai/alpine-ssh'; args '--user=root' } }
+    parallel (
-          steps {
+      // tici tests
-            phone_steps("tici-lsmc", [
+      'onroad tests': {
-              ["build", "cd selfdrive/manager && ./build.py"],
+        deviceStage("onroad", "tici-needs-can", ["SKIP_COPY=1"], [
-              ["test sensord", "cd system/sensord/tests && pytest test_sensord.py"],
+          ["build master-ci", "cd $SOURCE_DIR/release && TARGET_DIR=$TEST_DIR ./build_devel.sh"],
-            ])
+          ["build openpilot", "cd selfdrive/manager && ./build.py"],
-            phone_steps("tici-bmx-lsm", [
+          ["check dirty", "release/check-dirty.sh"],
-              ["build", "cd selfdrive/manager && ./build.py"],
+          ["onroad tests", "pytest selfdrive/test/test_onroad.py -s"],
-              ["test sensord", "cd system/sensord/tests && pytest test_sensord.py"],
+          ["time to onroad", "pytest selfdrive/test/test_time_to_onroad.py"],
-            ])
+        ])
-          }
+      },
+      'HW + Unit Tests': {
+        deviceStage("tici", "tici-common", ["UNSAFE=1"], [
+          ["build", "cd selfdrive/manager && ./build.py"],
+          ["test pandad", "pytest selfdrive/boardd/tests/test_pandad.py"],
+          ["test power draw", "./system/hardware/tici/tests/test_power_draw.py"],
+          ["test encoder", "LD_LIBRARY_PATH=/usr/local/lib pytest system/loggerd/tests/test_encoder.py"],
+          ["test pigeond", "pytest system/sensord/tests/test_pigeond.py"],
+          ["test manager", "pytest selfdrive/manager/test/test_manager.py"],
+          ["test nav", "pytest selfdrive/navd/tests/"],
+        ])
+      },
+      'loopback': {
+        deviceStage("tici", "tici-loopback", ["UNSAFE=1"], [
+          ["build openpilot", "cd selfdrive/manager && ./build.py"],
+          ["test boardd loopback", "pytest selfdrive/boardd/tests/test_boardd_loopback.py"],
+        ])
+      },
+      'camerad': {
+        deviceStage("AR0231", "tici-ar0231", ["UNSAFE=1"], [
+          ["build", "cd selfdrive/manager && ./build.py"],
+          ["test camerad", "pytest system/camerad/test/test_camerad.py"],
+          ["test exposure", "pytest system/camerad/test/test_exposure.py"],
+        ])
+        deviceStage("OX03C10", "tici-ox03c10", ["UNSAFE=1"], [
+          ["build", "cd selfdrive/manager && ./build.py"],
+          ["test camerad", "pytest system/camerad/test/test_camerad.py"],
+          ["test exposure", "pytest system/camerad/test/test_exposure.py"],
+        ])
+      },
+      'sensord': {
+        deviceStage("LSM + MMC", "tici-lsmc", ["UNSAFE=1"], [
+          ["build", "cd selfdrive/manager && ./build.py"],
+          ["test sensord", "pytest system/sensord/tests/test_sensord.py"],
+        ])
+        deviceStage("BMX + LSM", "tici-bmx-lsm", ["UNSAFE=1"], [
+          ["build", "cd selfdrive/manager && ./build.py"],
+          ["test sensord", "pytest system/sensord/tests/test_sensord.py"],
+        ])
+      },
+      'replay': {
+        deviceStage("tici", "tici-replay", ["UNSAFE=1"], [
+          ["build", "cd selfdrive/manager && ./build.py"],
+          ["model replay", "selfdrive/test/process_replay/model_replay.py"],
+        ])
+      },
+      'tizi': {
+        deviceStage("tizi", "tizi", ["UNSAFE=1"], [
+          ["build openpilot", "cd selfdrive/manager && ./build.py"],
+          ["test boardd loopback", "SINGLE_PANDA=1 pytest selfdrive/boardd/tests/test_boardd_loopback.py"],
+          ["test pandad", "pytest selfdrive/boardd/tests/test_pandad.py"],
+          ["test amp", "pytest system/hardware/tici/tests/test_amplifier.py"],
+          ["test hw", "pytest system/hardware/tici/tests/test_hardware.py"],
+          ["test rawgpsd", "pytest system/sensord/rawgps/test_rawgps.py"],
+        ])
+      },
+
+      // *** PC tests ***
+      'PC tests': {
+        pcStage("PC tests") {
+          // tests that our build system's dependencies are configured properly,
+          // needs a machine with lots of cores
+          sh label: "test multi-threaded build", script: "scons --no-cache --random -j42"
         }
-
+      },
-        stage('replay') {
+      'car tests': {
-          agent { docker { image 'ghcr.io/commaai/alpine-ssh'; args '--user=root' } }
+        pcStage("car tests") {
-          steps {
+          sh label: "build", script: "selfdrive/manager/build.py"
-            phone_steps("tici-replay", [
+          sh label: "test_models.py", script: "INTERNAL_SEG_CNT=250 INTERNAL_SEG_LIST=selfdrive/car/tests/test_models_segs.txt FILEREADER_CACHE=1 \
-              ["build", "cd selfdrive/manager && ./build.py"],
+              pytest -n42 --dist=loadscope selfdrive/car/tests/test_models.py"
-              ["model replay", "cd selfdrive/test/process_replay && ./model_replay.py"],
+          sh label: "test_car_interfaces.py", script: "MAX_EXAMPLES=100 pytest -n42 --dist=load selfdrive/car/tests/test_car_interfaces.py"
-            ])
-          }
         }
+      },
 
-      }
+    )
     }
-
+  } catch (Exception e) {
+    currentBuild.result = 'FAILED'
+    throw e
   }
-}
+}

README.md

@@ -1,4 +1,4 @@
-![](https://i.imgur.com/b0ZyIx5.jpg)
+![openpilot on the comma 3X](https://github.com/commaai/openpilot/assets/4038174/f1081737-8718-4241-a22a-3ceba526361a)
 
 Table of Contents
 =======================
@@ -39,13 +39,17 @@ Running on a dedicated device in a car
 ------
 
 To use openpilot in a car, you need four things
-* A supported device to run this software: a [comma three](https://comma.ai/shop/products/three).
+1. **Supported Device:** A comma 3/3X. You can purchase these devices from (https://comma.ai/shop/comma-3x)
-* This software. The setup procedure of the comma three allows the user to enter a URL for custom software.
+  
-The URL, openpilot.comma.ai will install the release version of openpilot. To install openpilot master, you can use installer.comma.ai/commaai/master, and replacing commaai with another GitHub username can install a fork.
+2. **Software:** The setup procedure for the comma 3/3X allows users to enter a URL for custom software.
-* One of [the 250+ supported cars](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 openpilot.
+  To install the release version of openpilot, use the URL `openpilot.comma.ai`.
-* A [car harness](https://comma.ai/shop/products/car-harness) to connect to your car.
+  To install openpilot master (for more advanced users), use the URL `installer.comma.ai/commaai/master`. You can replace "commaai" with another GitHub username to install a fork.
-
+
-We have detailed instructions for [how to mount the device in a car](https://comma.ai/setup).
+3. **Supported Car:** Ensure that you have one of [the 250+ supported cars](docs/CARS.md). openpilot supports a wide range of car makes including Honda, Toyota, Hyundai, Nissan, Kia, Chrysler, Lexus, Acura, Audi, VW, Ford, and many more.
+  If your car is not officially listed as supported but has adaptive cruise control and lane-keeping assist, it's likely capable of running openpilot.
+  
+4. **Car Harness:** You will also need a [car harness](https://comma.ai/shop/car-harness) to connect your comma 3/3X to your car.
+  We have detailed instructions for [how to install the harness and device in a car](https://comma.ai/setup).
 
 Running on PC
 ------
@@ -105,7 +109,6 @@ Directory Structure
     ├── third_party         # External libraries
     └── system              # Generic services
         ├── camerad         # Driver to capture images from the camera sensors
-        ├── clocksd         # Broadcasts current time
         ├── hardware        # Hardware abstraction classes
         ├── logcatd         # systemd journal as a service
         ├── loggerd         # Logger and uploader of car data

RELEASES.md

@@ -1,5 +1,24 @@
+Version 0.9.5 (2023-11-17)
+========================
+* New driving model
+  * Improved navigate on openpilot performance using navigation instructions as an additional model input
+  * Do lateral planning inside the model
+  * New vision transformer architecture
+* Cadillac Escalade ESV 2019 support thanks to twilsonco!
+* Hyundai Azera 2022 support thanks to sunnyhaibin!
+* Hyundai Azera Hybrid 2020 support thanks to chanhojung and haram-KONA!
+* Hyundai Custin 2023 support thanks to sunnyhaibin and Saber422!
+* Hyundai Ioniq 6 2023 support thanks to sunnyhaibin and alamo3!
+* Hyundai Kona Electric 2023 (Korean version) support thanks to sunnyhaibin and haram-KONA!
+* Kia K8 Hybrid (with HDA II) 2023 support thanks to sunnyhaibin!
+* Kia Optima Hybrid 2019 support
+* Kia Sorento Hybrid 2023 support thanks to sunnyhaibin!
+* Lexus GS F 2016 support thanks to snyperifle!
+* Lexus IS 2023 support thanks to L3R5!
+
 Version 0.9.4 (2023-07-27)
 ========================
+* comma 3X support
 * Navigate on openpilot in Experimental mode
   * When navigation has a destination, openpilot will input the map information into the model, which provides useful context to help the model understand the scene
   * When navigating on openpilot, openpilot will keep left or right appropriately at forks and exits

SConstruct

@@ -14,10 +14,6 @@ AGNOS = TICI
 
 Decider('MD5-timestamp')
 
-AddOption('--extras',
-          action='store_true',
-          help='build misc extras, like setup and installer files')
-
 AddOption('--kaitai',
           action='store_true',
           help='Regenerate kaitai struct parsers')
@@ -30,6 +26,10 @@ AddOption('--ubsan',
           action='store_true',
           help='turn on UBSan')
 
+AddOption('--coverage',
+          action='store_true',
+          help='build with test coverage options')
+
 AddOption('--clazy',
           action='store_true',
           help='build with clazy')
@@ -37,6 +37,12 @@ AddOption('--clazy',
 AddOption('--compile_db',
           action='store_true',
           help='build clang compilation database')
+          
+AddOption('--ccflags',
+          action='store',
+          type='string',
+          default='',
+          help='pass arbitrary flags over the command line')
 
 AddOption('--snpe',
           action='store_true',
@@ -48,34 +54,34 @@ AddOption('--external-sconscript',
           dest='external_sconscript',
           help='add an external SConscript to the build')
 
-AddOption('--no-thneed',
-          action='store_true',
-          dest='no_thneed',
-          help='avoid using thneed')
-
 AddOption('--pc-thneed',
           action='store_true',
           dest='pc_thneed',
           help='use thneed on pc')
 
-AddOption('--no-test',
+AddOption('--minimal',
           action='store_false',
-          dest='test',
+          dest='extras',
-          default=os.path.islink(Dir('#laika/').abspath),
+          default=os.path.islink(Dir('#rednose/').abspath), # minimal by default on release branch (where rednose is not a link)
-          help='skip building test files')
+          help='the minimum build to run openpilot. no tests, tools, etc.')
-
+
+## Architecture name breakdown (arch)
+## - larch64: linux tici aarch64
+## - aarch64: linux pc aarch64
+## - x86_64:  linux pc x64
+## - Darwin:  mac x64 or arm64
 real_arch = 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 AGNOS:
-if arch == "aarch64" and AGNOS:
   arch = "larch64"
+assert arch in ["larch64", "aarch64", "x86_64", "Darwin"]
 
 lenv = {
   "PATH": os.environ['PATH'],
   "LD_LIBRARY_PATH": [Dir(f"#third_party/acados/{arch}/lib").abspath],
-  "PYTHONPATH": Dir("#").abspath,
+  "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,
@@ -117,9 +123,8 @@ else:
 
   # MacOS
   if arch == "Darwin":
-    yuv_dir = "mac" if real_arch != "arm64" else "mac_arm64"
     libpath = [
-      f"#third_party/libyuv/{yuv_dir}/lib",
+      f"#third_party/libyuv/{arch}/lib",
       f"#third_party/acados/{arch}/lib",
       f"{brew_prefix}/lib",
       f"{brew_prefix}/opt/openssl@3.0/lib",
@@ -133,21 +138,25 @@ else:
       f"{brew_prefix}/opt/openssl@3.0/include",
     ]
     lenv["DYLD_LIBRARY_PATH"] = lenv["LD_LIBRARY_PATH"]
-  # Linux 86_64
+  # Linux
   else:
     libpath = [
-      "#third_party/acados/x86_64/lib",
+      f"#third_party/acados/{arch}/lib",
-      "#third_party/snpe/x86_64-linux-clang",
+      f"#third_party/libyuv/{arch}/lib",
-      "#third_party/libyuv/x64/lib",
+      f"#third_party/mapbox-gl-native-qt/{arch}",
-      "#third_party/mapbox-gl-native-qt/x86_64",
       "#cereal",
       "#common",
       "/usr/lib",
       "/usr/local/lib",
     ]
-    rpath += [
+
-      Dir("#third_party/snpe/x86_64-linux-clang").abspath,
+    if arch == "x86_64":
-    ]
+      libpath += [
+        f"#third_party/snpe/{arch}"
+      ]
+      rpath += [
+        Dir(f"#third_party/snpe/{arch}").abspath,
+      ]
 
 if GetOption('asan'):
   ccflags = ["-fsanitize=address", "-fno-omit-frame-pointer"]
@@ -167,6 +176,10 @@ if arch != "Darwin":
 cflags += ['-DSWAGLOG="\\"common/swaglog.h\\""']
 cxxflags += ['-DSWAGLOG="\\"common/swaglog.h\\""']
 
+ccflags_option = GetOption('ccflags')
+if ccflags_option:
+  ccflags += ccflags_option.split(' ')
+
 env = Environment(
   ENV=lenv,
   CCFLAGS=[
@@ -193,7 +206,6 @@ env = Environment(
     "#third_party/catch2/include",
     "#third_party/libyuv/include",
     "#third_party/json11",
-    "#third_party/curl/include",
     "#third_party/linux/include",
     "#third_party/snpe/include",
     "#third_party/mapbox-gl-native-qt/include",
@@ -246,18 +258,6 @@ def progress_function(node):
 if os.environ.get('SCONS_PROGRESS'):
   Progress(progress_function, interval=node_interval)
 
-SHARED = False
-
-# TODO: this can probably be removed
-def abspath(x):
-  if arch == 'aarch64':
-    pth = os.path.join("/data/pythonpath", x[0].path)
-    env.Depends(pth, x)
-    return File(pth)
-  else:
-    # rpath works elsewhere
-    return x[0].path.rsplit("/", 1)[1][:-3]
-
 # Cython build environment
 py_include = sysconfig.get_paths()['include']
 envCython = env.Clone()
@@ -268,9 +268,6 @@ envCython["CCFLAGS"].remove("-Werror")
 envCython["LIBS"] = []
 if arch == "Darwin":
   envCython["LINKFLAGS"] = ["-bundle", "-undefined", "dynamic_lookup"] + darwin_rpath_link_flags
-elif arch == "aarch64":
-  envCython["LINKFLAGS"] = ["-shared"]
-  envCython["LIBS"] = [os.path.basename(py_include)]
 else:
   envCython["LINKFLAGS"] = ["-pthread", "-shared"]
 
@@ -330,7 +327,6 @@ qt_flags = [
 qt_env['CXXFLAGS'] += qt_flags
 qt_env['LIBPATH'] += ['#selfdrive/ui']
 qt_env['LIBS'] = qt_libs
-qt_env['QT_MOCHPREFIX'] = cache_dir + '/moc_files/moc_'
 
 if GetOption("clazy"):
   checks = [
@@ -343,33 +339,35 @@ if GetOption("clazy"):
   qt_env['ENV']['CLAZY_IGNORE_DIRS'] = qt_dirs[0]
   qt_env['ENV']['CLAZY_CHECKS'] = ','.join(checks)
 
-Export('env', 'qt_env', 'arch', 'real_arch', 'SHARED')
+Export('env', 'qt_env', 'arch', 'real_arch')
 
+# Build common module
 SConscript(['common/SConscript'])
 Import('_common', '_gpucommon')
 
-if SHARED:
+common = [_common, 'json11']
-  common, gpucommon = abspath(common), abspath(gpucommon)
+gpucommon = [_gpucommon]
-else:
-  common = [_common, 'json11']
-  gpucommon = [_gpucommon]
 
 Export('common', 'gpucommon')
 
-# cereal and messaging are shared with the system
+# Build cereal and messaging
 SConscript(['cereal/SConscript'])
-if SHARED:
-  cereal = abspath([File('cereal/libcereal_shared.so')])
-  messaging = abspath([File('cereal/libmessaging_shared.so')])
-else:
-  cereal = [File('#cereal/libcereal.a')]
-  messaging = [File('#cereal/libmessaging.a')]
-  visionipc = [File('#cereal/libvisionipc.a')]
 
-Export('cereal', 'messaging', 'visionipc')
+cereal = [File('#cereal/libcereal.a')]
+messaging = [File('#cereal/libmessaging.a')]
+visionipc = [File('#cereal/libvisionipc.a')]
+messaging_python = [File('#cereal/messaging/messaging_pyx.so')]
 
-# Build rednose library and ekf models
+Export('cereal', 'messaging', 'messaging_python', 'visionipc')
 
+# Build other submodules
+SConscript([
+  'body/board/SConscript',
+  'opendbc/can/SConscript',
+  'panda/SConscript',
+])
+
+# Build rednose library and ekf models
 rednose_deps = [
   "#selfdrive/locationd/models/constants.py",
   "#selfdrive/locationd/models/gnss_helpers.py",
@@ -398,7 +396,6 @@ SConscript(['rednose/SConscript'])
 
 # Build system services
 SConscript([
-  'system/clocksd/SConscript',
   'system/proclogd/SConscript',
   'system/ubloxd/SConscript',
   'system/loggerd/SConscript',
@@ -411,20 +408,8 @@ if arch != "Darwin":
   ])
 
 # Build openpilot
-
-# build submodules
-SConscript([
-  'body/board/SConscript',
-  'cereal/SConscript',
-  'opendbc/can/SConscript',
-  'panda/SConscript',
-])
-
 SConscript(['third_party/SConscript'])
 
-SConscript(['common/kalman/SConscript'])
-SConscript(['common/transformations/SConscript'])
-
 SConscript(['selfdrive/boardd/SConscript'])
 SConscript(['selfdrive/controls/lib/lateral_mpc_lib/SConscript'])
 SConscript(['selfdrive/controls/lib/longitudinal_mpc_lib/SConscript'])
@@ -433,7 +418,7 @@ SConscript(['selfdrive/navd/SConscript'])
 SConscript(['selfdrive/modeld/SConscript'])
 SConscript(['selfdrive/ui/SConscript'])
 
-if (arch in ['x86_64', 'Darwin'] and Dir('#tools/cabana/').exists()) or GetOption('extras'):
+if arch in ['x86_64', 'aarch64', 'Darwin'] and Dir('#tools/cabana/').exists() and GetOption('extras'):
   SConscript(['tools/replay/SConscript'])
   SConscript(['tools/cabana/SConscript'])
 

cereal/SConscript

@@ -69,7 +69,7 @@ else:
 envCython.Program('visionipc/visionipc_pyx.so', 'visionipc/visionipc_pyx.pyx',
                   LIBS=vipc_libs, FRAMEWORKS=vipc_frameworks)
 
-if GetOption('test'):
+if GetOption('extras'):
   env.Program('messaging/test_runner', ['messaging/test_runner.cc', 'messaging/msgq_tests.cc'], LIBS=[messaging_lib, common])
 
   env.Program('visionipc/test_runner', ['visionipc/test_runner.cc', 'visionipc/visionipc_tests.cc'],

cereal/car.capnp

@@ -63,7 +63,6 @@ struct CarEvent @0x9b1657f34caf3ad3 {
     driverUnresponsive @45;
     belowSteerSpeed @46;
     lowBattery @48;
-    vehicleModelInvalid @50;
     accFaulted @51;
     sensorDataInvalid @52;
     commIssue @53;
@@ -106,7 +105,6 @@ struct CarEvent @0x9b1657f34caf3ad3 {
     roadCameraError @100;
     driverCameraError @101;
     wideRoadCameraError @102;
-    localizerMalfunction @103;
     highCpuUsage @105;
     cruiseMismatch @106;
     lkasDisabled @107;
@@ -115,6 +113,10 @@ struct CarEvent @0x9b1657f34caf3ad3 {
     resumeBlocked @113;
     steerTimeLimit @115;
     vehicleSensorsInvalid @116;
+    locationdTemporaryError @103;
+    locationdPermanentError @118;
+    paramsdTemporaryError @50;
+    paramsdPermanentError @119;
 
     radarCanErrorDEPRECATED @15;
     communityFeatureDisallowedDEPRECATED @62;
@@ -450,6 +452,7 @@ struct CarParams {
 
   # things we can derive
   rotationalInertia @22 :Float32;    # [kg*m2] body rotational inertia
+  tireStiffnessFactor @72 :Float32;  # scaling factor used in calculating tireStiffness[Front,Rear]
   tireStiffnessFront @23 :Float32;   # [N/rad] front tire coeff of stiff
   tireStiffnessRear @24 :Float32;    # [N/rad] rear tire coeff of stiff
 
@@ -457,8 +460,8 @@ struct CarParams {
   lateralParams @48 :LateralParams;
   lateralTuning :union {
     pid @26 :LateralPIDTuning;
-    indi @27 :LateralINDITuning;
+    indiDEPRECATED @27 :LateralINDITuning;
-    lqr @40 :LateralLQRTuning;
+    lqrDEPRECATED @40 :LateralLQRTuning;
     torque @67 :LateralTorqueTuning;
   }
 
@@ -591,6 +594,7 @@ struct CarParams {
     hongqi @26;
     body @27;
     hyundaiCanfd @28;
+    volkswagenMqbEvo @29;
   }
 
   enum SteerControlType {

cereal/log.capnp

@@ -46,6 +46,8 @@ struct InitData {
 
   commands @19 :Map(Text, Data);
 
+  wallTimeNanos @20 :UInt64;
+
   enum DeviceType {
     unknown @0;
     neo @1;
@@ -586,6 +588,7 @@ struct RadarState @0x9a185389d6fdd05f {
     aLeadTau @12 :Float32;
     modelProb @13 :Float32;
     radar @14 :Bool;
+    radarTrackId @15 :Int32 = -1;
 
     aLeadDEPRECATED @5 :Float32;
   }
@@ -871,6 +874,8 @@ struct ModelDataV2 {
   navEnabled @22 :Bool;
   locationMonoTime @24 :UInt64;
 
+  # e2e lateral planner
+  lateralPlannerSolution @25: LateralPlannerSolution;
 
   struct LeadDataV2 {
     prob @0 :Float32; # probability that car is your lead at time t
@@ -937,6 +942,18 @@ struct ModelDataV2 {
     transStd @2 :List(Float32); # std m/s in device frame
     rotStd @3 :List(Float32); # std rad/s in device frame
   }
+
+  struct LateralPlannerSolution {
+    x @0 :List(Float32);
+    y @1 :List(Float32);
+    yaw @2 :List(Float32);
+    yawRate @3 :List(Float32);
+    xStd @4 :List(Float32);
+    yStd @5 :List(Float32);
+    yawStd @6 :List(Float32);
+    yawRateStd @7 :List(Float32);
+  }
+
 }
 
 struct EncodeIndex {
@@ -2082,6 +2099,8 @@ struct NavInstruction {
   speedLimit @10 :Float32; # m/s
   speedLimitSign @11 :SpeedLimitSign;
 
+  allManeuvers @12 :List(Maneuver);
+
   struct Lane {
     directions @0 :List(Direction);
     active @1 :Bool;
@@ -2093,12 +2112,20 @@ struct NavInstruction {
     left @1;
     right @2;
     straight @3;
+    slightLeft @4;
+    slightRight @5;
   }
 
   enum SpeedLimitSign {
     mutcd @0; # US Style
     vienna @1; # EU Style
-    }
+  }
+
+  struct Maneuver {
+    distance @0 :Float32;
+    type @1 :Text;
+    modifier @2 :Text;
+  }
 }
 
 struct NavRoute {
@@ -2177,6 +2204,7 @@ struct Event {
     magnetometer @95 :SensorEventData;
     lightSensor @96 :SensorEventData;
     temperatureSensor @97 :SensorEventData;
+    temperatureSensor2 @123 :SensorEventData;
     pandaStates @81 :List(PandaState);
     peripheralState @80 :PeripheralState;
     radarState @13 :RadarState;
@@ -2253,6 +2281,10 @@ struct Event {
     livestreamWideRoadEncodeData @121 :EncodeData;
     livestreamDriverEncodeData @122 :EncodeData;
 
+    customReservedRawData0 @124 :Data;
+    customReservedRawData1 @125 :Data;
+    customReservedRawData2 @126 :Data;
+
     # *********** Custom: reserved for forks ***********
     customReserved0 @107 :Custom.CustomReserved0;
     customReserved1 @108 :Custom.CustomReserved1;

cereal/messaging/__init__.py

@@ -1,6 +1,7 @@
 # must be built with scons
-from .messaging_pyx import Context, Poller, SubSocket, PubSocket, SocketEventHandle, toggle_fake_events, set_fake_prefix, get_fake_prefix, delete_fake_prefix, wait_for_one_event  # pylint: disable=no-name-in-module, import-error
+from .messaging_pyx import Context, Poller, SubSocket, PubSocket, SocketEventHandle, toggle_fake_events, \
-from .messaging_pyx import MultiplePublishersError, MessagingError  # pylint: disable=no-name-in-module, import-error
+                                set_fake_prefix, get_fake_prefix, delete_fake_prefix, wait_for_one_event
+from .messaging_pyx import MultiplePublishersError, MessagingError
 
 import os
 import capnp
@@ -10,7 +11,7 @@ from typing import Optional, List, Union, Dict, Deque
 from collections import deque
 
 from cereal import log
-from cereal.services import service_list
+from cereal.services import SERVICE_LIST
 
 assert MultiplePublishersError
 assert MessagingError
@@ -23,13 +24,6 @@ assert wait_for_one_event
 NO_TRAVERSAL_LIMIT = 2**64-1
 AVG_FREQ_HISTORY = 100
 
-# sec_since_boot is faster, but allow to run standalone too
-try:
-  from common.realtime import sec_since_boot
-except ImportError:
-  sec_since_boot = time.time
-  print("Warning, using python time.time() instead of faster sec_since_boot")
-
 context = Context()
 
 
@@ -49,7 +43,7 @@ def log_from_bytes(dat: bytes) -> capnp.lib.capnp._DynamicStructReader:
 
 def new_message(service: Optional[str] = None, size: Optional[int] = None) -> capnp.lib.capnp._DynamicStructBuilder:
   dat = log.Event.new_message()
-  dat.logMonoTime = int(sec_since_boot() * 1e9)
+  dat.logMonoTime = int(time.monotonic() * 1e9)
   dat.valid = True
   if service is not None:
     if size is None:
@@ -186,7 +180,7 @@ class SubMaster:
       if addr is not None:
         p = self.poller if s not in self.non_polled_services else None
         self.sock[s] = sub_sock(s, poller=p, addr=addr, conflate=True)
-      self.freq[s] = service_list[s].frequency
+      self.freq[s] = SERVICE_LIST[s].frequency
 
       try:
         data = new_message(s)
@@ -212,7 +206,7 @@ class SubMaster:
     # non-blocking receive for non-polled sockets
     for s in self.non_polled_services:
       msgs.append(recv_one_or_none(self.sock[s]))
-    self.update_msgs(sec_since_boot(), msgs)
+    self.update_msgs(time.monotonic(), msgs)
 
   def update_msgs(self, cur_time: float, msgs: List[capnp.lib.capnp._DynamicStructReader]) -> None:
     self.frame += 1
@@ -293,8 +287,7 @@ class PubMaster:
       dat = dat.to_bytes()
     self.sock[s].send(dat)
 
-  def wait_for_readers_to_update(self, s: str, timeout: int) -> bool:
+  def wait_for_readers_to_update(self, s: str, timeout: int, dt: float = 0.05) -> bool:
-    dt = 0.05
     for _ in range(int(timeout*(1./dt))):
       if self.sock[s].all_readers_updated():
         return True

cereal/messaging/bridge.cc

@@ -24,7 +24,7 @@ void sigpipe_handler(int sig) {
 static std::vector<std::string> get_services(std::string whitelist_str, bool zmq_to_msgq) {
   std::vector<std::string> service_list;
   for (const auto& it : services) {
-    std::string name = it.name;
+    std::string name = it.second.name;
     bool in_whitelist = whitelist_str.find(name) != std::string::npos;
     if (name == "plusFrame" || name == "uiLayoutState" || (zmq_to_msgq && !in_whitelist)) {
       continue;

cereal/messaging/impl_fake.h

@@ -63,5 +63,5 @@ private:
 public:
   void registerSocket(SubSocket *socket) override;
   std::vector<SubSocket*> poll(int timeout) override;
-  ~FakePoller() {};
+  ~FakePoller() {}
 };

cereal/messaging/impl_msgq.cc

@@ -17,12 +17,7 @@ void sig_handler(int signal) {
 }
 
 static bool service_exists(std::string path){
-  for (const auto& it : services) {
+  return services.count(path) > 0;
-    if (it.name == path) {
-      return true;
-    }
-  }
-  return false;
 }
 
 

cereal/messaging/impl_msgq.h

@@ -63,5 +63,5 @@ private:
 public:
   void registerSocket(SubSocket *socket);
   std::vector<SubSocket*> poll(int timeout);
-  ~MSGQPoller(){};
+  ~MSGQPoller(){}
 };

cereal/messaging/impl_zmq.cc

@@ -3,22 +3,13 @@
 #include <iostream>
 #include <cstdlib>
 #include <cerrno>
+#include <unistd.h>
 
 #include "cereal/services.h"
 #include "cereal/messaging/impl_zmq.h"
 
 static int get_port(std::string endpoint) {
-  int port = -1;
+  return services.at(endpoint).port;
-  for (const auto& it : services) {
-    std::string name = it.name;
-    if (name == endpoint) {
-      port = it.port;
-      break;
-    }
-  }
-
-  assert(port >= 0);
-  return port;
 }
 
 ZMQContext::ZMQContext() {
@@ -118,14 +109,19 @@ int ZMQPubSocket::connect(Context *context, std::string endpoint, bool check_end
     full_endpoint += endpoint;
   }
 
+  // ZMQ pub sockets cannot be shared between processes, so we need to ensure pid stays the same
+  pid = getpid();
+
   return zmq_bind(sock, full_endpoint.c_str());
 }
 
-int ZMQPubSocket::sendMessage(Message *message){
+int ZMQPubSocket::sendMessage(Message *message) {
+  assert(pid == getpid());
   return zmq_send(sock, message->getData(), message->getSize(), ZMQ_DONTWAIT);
 }
 
-int ZMQPubSocket::send(char *data, size_t size){
+int ZMQPubSocket::send(char *data, size_t size) {
+  assert(pid == getpid());
   return zmq_send(sock, data, size, ZMQ_DONTWAIT);
 }
 

cereal/messaging/impl_zmq.h

@@ -46,6 +46,7 @@ class ZMQPubSocket : public PubSocket {
 private:
   void * sock;
   std::string full_endpoint;
+  int pid = -1;
 public:
   int connect(Context *context, std::string endpoint, bool check_endpoint=true);
   int sendMessage(Message *message);
@@ -63,5 +64,5 @@ private:
 public:
   void registerSocket(SubSocket *socket);
   std::vector<SubSocket*> poll(int timeout);
-  ~ZMQPoller(){};
+  ~ZMQPoller(){}
 };

cereal/messaging/messaging.h

@@ -33,7 +33,7 @@ public:
   virtual void close() = 0;
   virtual size_t getSize() = 0;
   virtual char * getData() = 0;
-  virtual ~Message(){};
+  virtual ~Message(){}
 };
 
 
@@ -45,7 +45,7 @@ public:
   virtual void * getRawSocket() = 0;
   static SubSocket * create();
   static SubSocket * create(Context * context, std::string endpoint, std::string address="127.0.0.1", bool conflate=false, bool check_endpoint=true);
-  virtual ~SubSocket(){};
+  virtual ~SubSocket(){}
 };
 
 class PubSocket {
@@ -57,7 +57,7 @@ public:
   static PubSocket * create();
   static PubSocket * create(Context * context, std::string endpoint, bool check_endpoint=true);
   static PubSocket * create(Context * context, std::string endpoint, int port, bool check_endpoint=true);
-  virtual ~PubSocket(){};
+  virtual ~PubSocket(){}
 };
 
 class Poller {
@@ -66,7 +66,7 @@ public:
   virtual std::vector<SubSocket*> poll(int timeout) = 0;
   static Poller * create();
   static Poller * create(std::vector<SubSocket*> sockets);
-  virtual ~Poller(){};
+  virtual ~Poller(){}
 };
 
 class SubMaster {
@@ -116,6 +116,18 @@ public:
     return heapArray_.asBytes();
   }
 
+  size_t getSerializedSize() {
+    return capnp::computeSerializedSizeInWords(*this) * sizeof(capnp::word);
+  }
+
+  int serializeToBuffer(unsigned char *buffer, size_t buffer_size) {
+    size_t serialized_size = getSerializedSize();
+    if (serialized_size > buffer_size) { return -1; }
+    kj::ArrayOutputStream out(kj::ArrayPtr<capnp::byte>(buffer, buffer_size));
+    capnp::writeMessage(out, *this);
+    return serialized_size;
+  }
+
 private:
   kj::Array<capnp::word> heapArray_;
 };

cereal/messaging/socketmaster.cc

@@ -15,13 +15,6 @@ static inline uint64_t nanos_since_boot() {
   return t.tv_sec * 1000000000ULL + t.tv_nsec;
 }
 
-static const service *get_service(const char *name) {
-  for (const auto &it : services) {
-    if (strcmp(it.name, name) == 0) return ⁢
-  }
-  return nullptr;
-}
-
 static inline bool inList(const std::vector<const char *> &list, const char *value) {
   for (auto &v : list) {
     if (strcmp(value, v) == 0) return true;
@@ -31,7 +24,7 @@ static inline bool inList(const std::vector<const char *> &list, const char *val
 
 class MessageContext {
 public:
-  MessageContext() : ctx_(nullptr) {};
+  MessageContext() : ctx_(nullptr) {}
   ~MessageContext() { delete ctx_; }
   inline Context *context() {
     std::call_once(init_flag, [=]() { ctx_ = Context::create(); });
@@ -61,8 +54,9 @@ SubMaster::SubMaster(const std::vector<const char *> &service_list, const std::v
                      const char *address, const std::vector<const char *> &ignore_alive) {
   poller_ = Poller::create();
   for (auto name : service_list) {
-    const service *serv = get_service(name);
+    assert(services.count(std::string(name)) > 0);
-    assert(serv != nullptr);
+
+    service serv = services.at(std::string(name));
     SubSocket *socket = SubSocket::create(message_context.context(), name, address ? address : "127.0.0.1", true);
     assert(socket != 0);
     bool is_polled = inList(poll, name) || poll.empty();
@@ -70,7 +64,7 @@ SubMaster::SubMaster(const std::vector<const char *> &service_list, const std::v
     SubMessage *m = new SubMessage{
       .name = name,
       .socket = socket,
-      .freq = serv->frequency,
+      .freq = serv.frequency,
       .ignore_alive = inList(ignore_alive, name),
       .allocated_msg_reader = malloc(sizeof(capnp::FlatArrayMessageReader)),
       .is_polled = is_polled};
@@ -184,7 +178,7 @@ uint64_t SubMaster::rcv_time(const char *name) const {
 
 cereal::Event::Reader &SubMaster::operator[](const char *name) const {
   return services_.at(name)->event;
-};
+}
 
 SubMaster::~SubMaster() {
   delete poller_;
@@ -199,7 +193,7 @@ SubMaster::~SubMaster() {
 
 PubMaster::PubMaster(const std::vector<const char *> &service_list) {
   for (auto name : service_list) {
-    assert(get_service(name) != nullptr);
+    assert(services.count(name) > 0);
     PubSocket *socket = PubSocket::create(message_context.context(), name);
     assert(socket);
     sockets_[name] = socket;

cereal/services.py

@@ -18,21 +18,22 @@ class Service:
     self.decimation = decimation
 
 
-services = {
+services: dict[str, tuple] = {
   # service: (should_log, frequency, qlog decimation (optional))
   # note: the "EncodeIdx" packets will still be in the log
   "gyroscope": (True, 104., 104),
   "gyroscope2": (True, 100., 100),
   "accelerometer": (True, 104., 104),
   "accelerometer2": (True, 100., 100),
-  "magnetometer": (True, 100., 100),
+  "magnetometer": (True, 25., 25),
   "lightSensor": (True, 100., 100),
-  "temperatureSensor": (True, 100., 100),
+  "temperatureSensor": (True, 2., 200),
+  "temperatureSensor2": (True, 2., 200),
   "gpsNMEA": (True, 9.),
   "deviceState": (True, 2., 1),
   "can": (True, 100., 1223),  # decimation gives ~5 msgs in a full segment
   "controlsState": (True, 100., 10),
-  "pandaStates": (True, 2., 1),
+  "pandaStates": (True, 10., 1),
   "peripheralState": (True, 2., 1),
   "radarState": (True, 20., 5),
   "roadEncodeIdx": (False, 20., 1),
@@ -94,8 +95,11 @@ services = {
   "livestreamWideRoadEncodeData": (False, 20.),
   "livestreamRoadEncodeData": (False, 20.),
   "livestreamDriverEncodeData": (False, 20.),
+  "customReservedRawData0": (True, 0.),
+  "customReservedRawData1": (True, 0.),
+  "customReservedRawData2": (True, 0.),
 }
-service_list = {name: Service(new_port(idx), *vals) for  # type: ignore
+SERVICE_LIST = {name: Service(new_port(idx), *vals) for
                 idx, (name, vals) in enumerate(services.items())}
 
 
@@ -104,14 +108,19 @@ def build_header():
   h += "/* THIS IS AN AUTOGENERATED FILE, PLEASE EDIT services.py */\n"
   h += "#ifndef __SERVICES_H\n"
   h += "#define __SERVICES_H\n"
-  h += "struct service { char name[0x100]; int port; bool should_log; int frequency; int decimation; };\n"
+
-  h += "static struct service services[] = {\n"
+  h += "#include <map>\n"
-  for k, v in service_list.items():
+  h += "#include <string>\n"
+
+  h += "struct service { std::string name; int port; bool should_log; int frequency; int decimation; };\n"
+  h += "static std::map<std::string, service> services = {\n"
+  for k, v in SERVICE_LIST.items():
     should_log = "true" if v.should_log else "false"
     decimation = -1 if v.decimation is None else v.decimation
-    h += '  { "%s", %d, %s, %d, %d },\n' % \
+    h += '  { "%s", {"%s", %d, %s, %d, %d}},\n' % \
-         (k, v.port, should_log, v.frequency, decimation)
+         (k, k, v.port, should_log, v.frequency, decimation)
   h += "};\n"
+
   h += "#endif\n"
   return h
 

cereal/visionipc/__init__.py

@@ -1,4 +1,5 @@
-from cereal.visionipc.visionipc_pyx import VisionIpcClient, VisionIpcServer, VisionStreamType, get_endpoint_name  # pylint: disable=no-name-in-module, import-error
+from cereal.visionipc.visionipc_pyx import VisionBuf, VisionIpcClient, VisionIpcServer, VisionStreamType, get_endpoint_name
+assert VisionBuf
 assert VisionIpcClient
 assert VisionIpcServer
 assert VisionStreamType

cereal/visionipc/visionbuf_ion.cc

@@ -40,30 +40,35 @@
 #define DEVICE_PAGE_SIZE_CL 4096
 #define PADDING_CL 0
 
-static int ion_fd = -1;
+struct IonFileHandle {
-static void ion_init() {
+  IonFileHandle() {
-  if (ion_fd == -1) {
+    fd = open("/dev/ion", O_RDWR | O_NONBLOCK);
-    ion_fd = open("/dev/ion", O_RDWR | O_NONBLOCK);
+    assert(fd >= 0);
   }
+  ~IonFileHandle() {
+    close(fd);
+  }
+  int fd = -1;
+};
+
+int ion_fd() {
+  static IonFileHandle fh;
+  return fh.fd;
 }
 
 void VisionBuf::allocate(size_t length) {
-  int err;
-
-  ion_init();
-
   struct ion_allocation_data ion_alloc = {0};
   ion_alloc.len = length + PADDING_CL + sizeof(uint64_t);
   ion_alloc.align = 4096;
   ion_alloc.heap_id_mask = 1 << ION_IOMMU_HEAP_ID;
   ion_alloc.flags = ION_FLAG_CACHED;
 
-  err = HANDLE_EINTR(ioctl(ion_fd, ION_IOC_ALLOC, &ion_alloc));
+  int err = HANDLE_EINTR(ioctl(ion_fd(), ION_IOC_ALLOC, &ion_alloc));
   assert(err == 0);
 
   struct ion_fd_data ion_fd_data = {0};
   ion_fd_data.handle = ion_alloc.handle;
-  err = HANDLE_EINTR(ioctl(ion_fd, ION_IOC_SHARE, &ion_fd_data));
+  err = HANDLE_EINTR(ioctl(ion_fd(), ION_IOC_SHARE, &ion_fd_data));
   assert(err == 0);
 
   void *mmap_addr = mmap(NULL, ion_alloc.len,
@@ -85,12 +90,10 @@ void VisionBuf::import(){
   int err;
   assert(this->fd >= 0);
 
-  ion_init();
-
   // Get handle
   struct ion_fd_data fd_data = {0};
   fd_data.fd = this->fd;
-  err = HANDLE_EINTR(ioctl(ion_fd, ION_IOC_IMPORT, &fd_data));
+  err = HANDLE_EINTR(ioctl(ion_fd(), ION_IOC_IMPORT, &fd_data));
   assert(err == 0);
 
   this->handle = fd_data.handle;
@@ -136,7 +139,7 @@ int VisionBuf::sync(int dir) {
      ION_IOC_INV_CACHES : ION_IOC_CLEAN_CACHES;
 
   custom_data.arg = (unsigned long)&flush_data;
-  return HANDLE_EINTR(ioctl(ion_fd, ION_IOC_CUSTOM, &custom_data));
+  return HANDLE_EINTR(ioctl(ion_fd(), ION_IOC_CUSTOM, &custom_data));
 }
 
 int VisionBuf::free() {
@@ -154,5 +157,5 @@ int VisionBuf::free() {
   if (err != 0) return err;
 
   struct ion_handle_data handle_data = {.handle = this->handle};
-  return HANDLE_EINTR(ioctl(ion_fd, ION_IOC_FREE, &handle_data));
+  return HANDLE_EINTR(ioctl(ion_fd(), ION_IOC_FREE, &handle_data));
 }

cereal/visionipc/visionipc.pxd

@@ -8,7 +8,12 @@ from libc.stdint cimport uint32_t, uint64_t
 from libcpp cimport bool, int
 
 cdef extern from "cereal/visionipc/visionbuf.h":
+  struct _cl_device_id
+  struct _cl_context
   struct _cl_mem
+
+  ctypedef _cl_device_id * cl_device_id
+  ctypedef _cl_context * cl_context
   ctypedef _cl_mem * cl_mem
 
   cdef enum VisionStreamType:

cereal/visionipc/visionipc_client.h

@@ -19,8 +19,6 @@ private:
   cl_device_id device_id = nullptr;
   cl_context ctx = nullptr;
 
-  void init_msgq(bool conflate);
-
 public:
   bool connected = false;
   VisionStreamType type;

cereal/visionipc/visionipc_pyx.pxd

@@ -2,6 +2,11 @@
 #cython: language_level=3
 
 from .visionipc cimport VisionBuf as cppVisionBuf
+from .visionipc cimport cl_device_id, cl_context
+
+cdef class CLContext:
+  cdef cl_device_id device_id
+  cdef cl_context context
 
 cdef class VisionBuf:
   cdef cppVisionBuf * buf

cereal/visionipc/visionipc_pyx.pyx

@@ -98,8 +98,11 @@ cdef class VisionIpcClient:
   cdef cppVisionIpcClient * client
   cdef VisionIpcBufExtra extra
 
-  def __cinit__(self, string name, VisionStreamType stream, bool conflate):
+  def __cinit__(self, string name, VisionStreamType stream, bool conflate, CLContext context = None):
-    self.client = new cppVisionIpcClient(name, stream, conflate, NULL, NULL)
+    if context:
+      self.client = new cppVisionIpcClient(name, stream, conflate, context.device_id, context.context)
+    else:
+      self.client = new cppVisionIpcClient(name, stream, conflate, NULL, NULL)
 
   def __dealloc__(self):
     del self.client

cereal/visionipc/visionipc_server.h

@@ -23,7 +23,6 @@ class VisionIpcServer {
 
   std::map<VisionStreamType, std::atomic<size_t> > cur_idx;
   std::map<VisionStreamType, std::vector<VisionBuf*> > buffers;
-  std::map<VisionStreamType, std::map<VisionBuf*, size_t> > idxs;
 
   Context * msg_ctx;
   std::map<VisionStreamType, PubSocket*> sockets;

common/SConscript

@@ -1,9 +1,4 @@
-Import('env', 'envCython', 'arch', 'SHARED')
+Import('env', 'envCython', 'arch')
-
-if SHARED:
-  fxn = env.SharedLibrary
-else:
-  fxn = env.Library
 
 common_libs = [
   'params.cc',
@@ -12,24 +7,35 @@ common_libs = [
   'util.cc',
   'i2c.cc',
   'watchdog.cc',
+  'ratekeeper.cc'
 ]
 
 if arch != "Darwin":
   common_libs.append('gpio.cc')
 
-_common = fxn('common', common_libs, LIBS="json11")
+_common = env.Library('common', common_libs, LIBS="json11")
 
 files = [
   'clutil.cc',
 ]
 
-_gpucommon = fxn('gpucommon', files)
+_gpucommon = env.Library('gpucommon', files)
 Export('_common', '_gpucommon')
 
-if GetOption('test'):
+if GetOption('extras'):
-  env.Program('tests/test_util', ['tests/test_util.cc'], LIBS=[_common])
+  env.Program('tests/test_common',
-  env.Program('tests/test_swaglog', ['tests/test_swaglog.cc'], LIBS=[_common, 'json11', 'zmq', 'pthread'])
+              ['tests/test_runner.cc', 'tests/test_util.cc', 'tests/test_swaglog.cc', 'tests/test_ratekeeper.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([
+  'kalman/SConscript',
+  'transformations/SConscript'  
+])
+
+Import('simple_kalman_python', 'transformations_python')
+common_python = [params_python, simple_kalman_python, transformations_python]
 
-# Cython
+Export('common_python')
-envCython.Program('clock.so', 'clock.pyx')
-envCython.Program('params_pyx.so', 'params_pyx.pyx', LIBS=envCython['LIBS'] + [_common, 'zmq', 'json11'])

common/api/__init__.py

@@ -2,8 +2,8 @@ import jwt
 import os
 import requests
 from datetime import datetime, timedelta
-from common.basedir import PERSIST
+from openpilot.common.basedir import PERSIST
-from system.version import get_version
+from openpilot.system.version import get_version
 
 API_HOST = os.getenv('API_HOST', 'https://api.commadotai.com')
 

common/basedir.py

@@ -1,7 +1,7 @@
 import os
 from pathlib import Path
 
-from system.hardware import PC
+from openpilot.system.hardware import PC
 
 BASEDIR = os.path.abspath(os.path.join(os.path.dirname(os.path.realpath(__file__)), "../"))
 

common/clock.pyx

@@ -1,24 +0,0 @@
-# distutils: language = c++
-# cython: language_level = 3
-from posix.time cimport clock_gettime, timespec, CLOCK_MONOTONIC_RAW, clockid_t
-
-IF UNAME_SYSNAME == "Darwin":
-  # Darwin doesn't have a CLOCK_BOOTTIME
-  CLOCK_BOOTTIME = CLOCK_MONOTONIC_RAW
-ELSE:
-  from posix.time cimport CLOCK_BOOTTIME
-
-cdef double readclock(clockid_t clock_id):
-  cdef timespec ts
-  cdef double current
-
-  clock_gettime(clock_id, &ts)
-  current = ts.tv_sec + (ts.tv_nsec / 1000000000.)
-  return current
-
-def monotonic_time():
-  return readclock(CLOCK_MONOTONIC_RAW)
-
-def sec_since_boot():
-  return readclock(CLOCK_BOOTTIME)
-

common/clutil.cc

@@ -38,8 +38,8 @@ void cl_print_info(cl_platform_id platform, cl_device_id device) {
   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: %d", work_group_size);
+  LOGD("max work group size: %zu", work_group_size);
-  LOGD("type = %d = ", device_type, type_str);
+  LOGD("type = %d, %s", (int)device_type, type_str);
 }
 
 void cl_print_build_errors(cl_program program, cl_device_id device) {
@@ -62,7 +62,7 @@ cl_device_id cl_get_device_id(cl_device_type device_type) {
   CL_CHECK(clGetPlatformIDs(num_platforms, &platform_ids[0], NULL));
 
   for (size_t i = 0; i < num_platforms; ++i) {
-    LOGD("platform[%d] CL_PLATFORM_NAME: %s", i, get_platform_info(platform_ids[i], CL_PLATFORM_NAME).c_str());
+    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) {
@@ -75,6 +75,10 @@ cl_device_id cl_get_device_id(cl_device_type device_type) {
   return nullptr;
 }
 
+cl_context cl_create_context(cl_device_id device_id) {
+  return CL_CHECK_ERR(clCreateContext(NULL, 1, &device_id, NULL, NULL, &err));
+}
+
 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);
 }

common/clutil.h

@@ -22,6 +22,7 @@
   })
 
 cl_device_id cl_get_device_id(cl_device_type device_type);
+cl_context cl_create_context(cl_device_id device_id);
 cl_program cl_program_from_source(cl_context ctx, cl_device_id device_id, const std::string& src, const char* args = nullptr);
 cl_program cl_program_from_binary(cl_context ctx, cl_device_id device_id, const uint8_t* binary, size_t length, const char* args = nullptr);
 cl_program cl_program_from_file(cl_context ctx, cl_device_id device_id, const char* path, const char* args);

common/file_helpers.py

@@ -5,7 +5,7 @@ from atomicwrites import AtomicWriter
 
 
 def mkdirs_exists_ok(path):
-  if path.startswith('http://') or path.startswith('https://'):
+  if path.startswith(('http://', 'https://')):
     raise ValueError('URL path')
   try:
     os.makedirs(path)

common/gpio.cc

@@ -1,5 +1,7 @@
 #include "common/gpio.h"
 
+#include <string>
+
 #ifdef __APPLE__
 int gpio_init(int pin_nr, bool output) {
   return 0;
@@ -29,7 +31,7 @@ int gpio_init(int pin_nr, bool output) {
   char pin_dir_path[50];
   int pin_dir_path_len = snprintf(pin_dir_path, sizeof(pin_dir_path),
                            "/sys/class/gpio/gpio%d/direction", pin_nr);
-  if(pin_dir_path_len <= 0) {
+  if (pin_dir_path_len <= 0) {
     return -1;
   }
   const char *value = output ? "out" : "in";
@@ -40,7 +42,7 @@ int gpio_set(int pin_nr, bool high) {
   char pin_val_path[50];
   int pin_val_path_len = snprintf(pin_val_path, sizeof(pin_val_path),
                            "/sys/class/gpio/gpio%d/value", pin_nr);
-  if(pin_val_path_len <= 0) {
+  if (pin_val_path_len <= 0) {
     return -1;
   }
   return util::write_file(pin_val_path, (void*)(high ? "1" : "0"), 1);
@@ -68,7 +70,7 @@ int gpiochip_get_ro_value_fd(const char* consumer_label, int gpiochiop_id, int p
   rq.eventflags = GPIOEVENT_REQUEST_BOTH_EDGES;
 
   strncpy(rq.consumer_label, consumer_label, std::size(rq.consumer_label) - 1);
-  int ret = ioctl(fd, GPIO_GET_LINEEVENT_IOCTL, &rq);
+  int ret = util::safe_ioctl(fd, GPIO_GET_LINEEVENT_IOCTL, &rq);
   if (ret == -1) {
     LOGE("Unable to get line event from ioctl : %s", strerror(errno));
     close(fd);

common/gpio.h

@@ -5,7 +5,7 @@
   #define GPIO_HUB_RST_N        30
   #define GPIO_UBLOX_RST_N      32
   #define GPIO_UBLOX_SAFEBOOT_N 33
-  #define GPIO_UBLOX_PWR_EN     34
+  #define GPIO_GNSS_PWR_EN      34 /* SCHEMATIC LABEL: GPIO_UBLOX_PWR_EN */
   #define GPIO_STM_RST_N        124
   #define GPIO_STM_BOOT0        134
   #define GPIO_BMX_ACCEL_INT    21
@@ -17,7 +17,7 @@
   #define GPIO_HUB_RST_N        0
   #define GPIO_UBLOX_RST_N      0
   #define GPIO_UBLOX_SAFEBOOT_N 0
-  #define GPIO_UBLOX_PWR_EN     0
+  #define GPIO_GNSS_PWR_EN      0 /* SCHEMATIC LABEL: GPIO_UBLOX_PWR_EN */
   #define GPIO_STM_RST_N        0
   #define GPIO_STM_BOOT0        0
   #define GPIO_BMX_ACCEL_INT    0

common/gpio.py

@@ -1,3 +1,4 @@
+import os
 from functools import lru_cache
 from typing import Optional, List
 
@@ -26,6 +27,9 @@ def gpio_read(pin: int) -> Optional[bool]:
   return val
 
 def gpio_export(pin: int) -> None:
+  if os.path.isdir(f"/sys/class/gpio/gpio{pin}"):
+    return
+
   try:
     with open("/sys/class/gpio/export", 'w') as f:
       f.write(str(pin))

common/i2c.cc

@@ -8,7 +8,6 @@
 #include <cstdio>
 #include <stdexcept>
 
-#include "common/util.h"
 #include "common/swaglog.h"
 #include "common/util.h"
 
@@ -26,36 +25,42 @@ I2CBus::I2CBus(uint8_t bus_id) {
   snprintf(bus_name, 20, "/dev/i2c-%d", bus_id);
 
   i2c_fd = HANDLE_EINTR(open(bus_name, O_RDWR));
-  if(i2c_fd < 0) {
+  if (i2c_fd < 0) {
     throw std::runtime_error("Failed to open I2C bus");
   }
 }
 
 I2CBus::~I2CBus() {
-  if(i2c_fd >= 0) { close(i2c_fd); }
+  if (i2c_fd >= 0) {
+    close(i2c_fd);
+  }
 }
 
 int I2CBus::read_register(uint8_t device_address, uint register_address, uint8_t *buffer, uint8_t len) {
+  std::lock_guard lk(m);
+
   int ret = 0;
 
   ret = HANDLE_EINTR(ioctl(i2c_fd, I2C_SLAVE, device_address));
-  if(ret < 0) { goto fail; }
+  if (ret < 0) { goto fail; }
 
   ret = i2c_smbus_read_i2c_block_data(i2c_fd, register_address, len, buffer);
-  if((ret < 0) || (ret != len)) { goto fail; }
+  if ((ret < 0) || (ret != len)) { goto fail; }
 
 fail:
   return ret;
 }
 
 int I2CBus::set_register(uint8_t device_address, uint register_address, uint8_t data) {
+  std::lock_guard lk(m);
+
   int ret = 0;
 
   ret = HANDLE_EINTR(ioctl(i2c_fd, I2C_SLAVE, device_address));
-  if(ret < 0) { goto fail; }
+  if (ret < 0) { goto fail; }
 
   ret = i2c_smbus_write_byte_data(i2c_fd, register_address, data);
-  if(ret < 0) { goto fail; }
+  if (ret < 0) { goto fail; }
 
 fail:
   return ret;

common/i2c.h

@@ -1,12 +1,14 @@
 #pragma once
 
 #include <cstdint>
+#include <mutex>
 
 #include <sys/types.h>
 
 class I2CBus {
   private:
     int i2c_fd;
+    std::mutex m;
 
   public:
     I2CBus(uint8_t bus_id);

common/kalman/SConscript

@@ -1,3 +1,5 @@
 Import('envCython')
 
-envCython.Program('simple_kalman_impl.so', 'simple_kalman_impl.pyx')
+simple_kalman_python = envCython.Program('simple_kalman_impl.so', 'simple_kalman_impl.pyx')
+
+Export('simple_kalman_python')

common/kalman/simple_kalman.py

@@ -1,3 +1,12 @@
-# pylint: skip-file
+from openpilot.common.kalman.simple_kalman_impl import KF1D as KF1D
-from common.kalman.simple_kalman_impl import KF1D as KF1D
 assert KF1D
+import numpy as np
+
+def get_kalman_gain(dt, A, C, Q, R, iterations=100):
+  P = np.zeros_like(Q)
+  for _ in range(iterations):
+    P = A.dot(P).dot(A.T) + dt * Q
+    S = C.dot(P).dot(C.T) + R
+    K = P.dot(C.T).dot(np.linalg.inv(S))
+    P = (np.eye(len(P)) - K.dot(C)).dot(P)
+  return K

common/kalman/tests/test_simple_kalman.py

@@ -3,8 +3,8 @@ import random
 import timeit
 import numpy as np
 
-from common.kalman.simple_kalman import KF1D
+from openpilot.common.kalman.simple_kalman import KF1D
-from common.kalman.simple_kalman_old import KF1D as KF1D_old
+from openpilot.common.kalman.simple_kalman_old import KF1D as KF1D_old
 
 
 class TestSimpleKalman(unittest.TestCase):
@@ -54,8 +54,8 @@ class TestSimpleKalman(unittest.TestCase):
     setup = """
 import numpy as np
 
-from common.kalman.simple_kalman import KF1D
+from openpilot.common.kalman.simple_kalman import KF1D
-from common.kalman.simple_kalman_old import KF1D as KF1D_old
+from openpilot.common.kalman.simple_kalman_old import KF1D as KF1D_old
 
 dt = 0.01
 x0_0 = 0.0

common/logging_extra.py

@@ -65,7 +65,7 @@ class SwagFormatter(logging.Formatter):
 
     return record_dict
 
-  def format(self, record):
+  def format(self, record): # noqa: A003
     if self.swaglogger is None:
       raise Exception("must set swaglogger before calling format()")
     return json_robust_dumps(self.format_dict(record))
@@ -95,7 +95,7 @@ class SwagLogFileFormatter(SwagFormatter):
       k += "$a"
     return k, v
 
-  def format(self, record):
+  def format(self, record): # noqa: A003
     if isinstance(record, str):
       v = json.loads(record)
     else:
@@ -197,7 +197,7 @@ class SwagLogger(logging.Logger):
       filename = os.path.normcase(co.co_filename)
 
       # TODO: is this pylint exception correct?
-      if filename == _srcfile:  # pylint: disable=comparison-with-callable
+      if filename == _srcfile:
         f = f.f_back
         continue
       sinfo = None

common/mat.h

@@ -1,7 +1,7 @@
 #pragma once
 
 typedef struct vec3 {
-	float v[3];
+  float v[3];
 } vec3;
 
 typedef struct vec4 {
@@ -9,7 +9,7 @@ typedef struct vec4 {
 } vec4;
 
 typedef struct mat3 {
-	float v[3*3];
+  float v[3*3];
 } mat3;
 
 typedef struct mat4 {

common/params.cc

@@ -64,7 +64,9 @@ bool create_params_path(const std::string &param_path, const std::string &key_pa
 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", errno));
+    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;
 }
@@ -86,7 +88,6 @@ private:
 std::unordered_map<std::string, uint32_t> keys = {
     {"AccessToken", CLEAR_ON_MANAGER_START | DONT_LOG},
     {"ApiCache_Device", PERSISTENT},
-    {"ApiCache_DriveStats", PERSISTENT},
     {"ApiCache_NavDestinations", PERSISTENT},
     {"AssistNowToken", PERSISTENT},
     {"AthenadPid", PERSISTENT},
@@ -98,6 +99,7 @@ std::unordered_map<std::string, uint32_t> keys = {
     {"CarParams", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
     {"CarParamsCache", CLEAR_ON_MANAGER_START},
     {"CarParamsPersistent", PERSISTENT},
+    {"CarParamsPrevRoute", PERSISTENT},
     {"CarVin", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
     {"CompletedTrainingVersion", PERSISTENT},
     {"ControlsReady", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
@@ -153,11 +155,11 @@ std::unordered_map<std::string, uint32_t> keys = {
     {"LastUpdateException", CLEAR_ON_MANAGER_START},
     {"LastUpdateTime", PERSISTENT},
     {"LiveParameters", PERSISTENT},
-    {"LiveTorqueCarParams", PERSISTENT},
     {"LiveTorqueParameters", PERSISTENT | DONT_LOG},
     {"LongitudinalPersonality", PERSISTENT},
     {"NavDestination", CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION},
     {"NavDestinationWaypoints", CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION},
+    {"NavPastDestinations", PERSISTENT},
     {"NavSettingLeftSide", PERSISTENT},
     {"NavSettingTime24h", PERSISTENT},
     {"NavdRender", PERSISTENT},
@@ -178,7 +180,7 @@ std::unordered_map<std::string, uint32_t> keys = {
     {"Offroad_UpdateFailed", CLEAR_ON_MANAGER_START},
     {"OpenpilotEnabledToggle", PERSISTENT},
     {"PandaHeartbeatLost", CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION},
-    {"PandaLogState", PERSISTENT},
+    {"PandaSomResetTriggered", CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION},
     {"PandaSignatures", CLEAR_ON_MANAGER_START},
     {"Passive", PERSISTENT},
     {"PrimeType", PERSISTENT},

common/params.h

@@ -15,7 +15,11 @@ enum ParamKeyType {
 
 class Params {
 public:
-  Params(const std::string &path = {});
+  explicit Params(const std::string &path = {});
+  // Not copyable.
+  Params(const Params&) = delete;
+  Params& operator=(const Params&) = delete;
+
   std::vector<std::string> allKeys() const;
   bool checkKey(const std::string &key);
   ParamKeyType getKeyType(const std::string &key);

common/params.py

@@ -1,4 +1,5 @@
-from common.params_pyx import Params, ParamKeyType, UnknownKeyName, put_nonblocking, put_bool_nonblocking # pylint: disable=no-name-in-module, import-error
+from openpilot.common.params_pyx import Params, ParamKeyType, UnknownKeyName, put_nonblocking, \
+                                        put_bool_nonblocking
 assert Params
 assert ParamKeyType
 assert UnknownKeyName

common/params_pyx.pyx

@@ -14,7 +14,7 @@ cdef extern from "common/params.h":
     ALL
 
   cdef cppclass c_Params "Params":
-    c_Params(string) nogil
+    c_Params(string) except + nogil
     string get(string, bool) nogil
     bool getBool(string, bool) nogil
     int remove(string) nogil

common/ratekeeper.cc

@@ -0,0 +1,40 @@
+#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;
+}

common/ratekeeper.h

@@ -0,0 +1,23 @@
+#pragma once
+
+#include <cstdint>
+#include <string>
+
+class RateKeeper {
+public:
+  RateKeeper(const std::string &name, float rate, float print_delay_threshold = 0);
+  ~RateKeeper() {}
+  bool keepTime();
+  bool monitorTime();
+  inline double frame() const { return frame_; }
+  inline double remaining() const { return remaining_; }
+
+private:
+  double interval;
+  double next_frame_time;
+  double last_monitor_time;
+  double remaining_ = 0;
+  float print_delay_threshold = 0;
+  uint64_t frame_ = 0;
+  std::string name;
+};

common/realtime.py

@@ -5,10 +5,9 @@ import time
 from collections import deque
 from typing import Optional, List, Union
 
-from setproctitle import getproctitle  # pylint: disable=no-name-in-module
+from setproctitle import getproctitle
 
-from common.clock import sec_since_boot  # pylint: disable=no-name-in-module, import-error
+from openpilot.system.hardware import PC
-from system.hardware import PC
 
 
 # time step for each process
@@ -31,12 +30,12 @@ class Priority:
 
 def set_realtime_priority(level: int) -> None:
   if not PC:
-    os.sched_setscheduler(0, os.SCHED_FIFO, os.sched_param(level))  # pylint: disable=no-member
+    os.sched_setscheduler(0, os.SCHED_FIFO, os.sched_param(level))
 
 
 def set_core_affinity(cores: List[int]) -> None:
   if not PC:
-    os.sched_setaffinity(0, cores)  # pylint: disable=no-member
+    os.sched_setaffinity(0, cores)
 
 
 def config_realtime_process(cores: Union[int, List[int]], priority: int) -> None:
@@ -50,13 +49,13 @@ class Ratekeeper:
   def __init__(self, rate: float, print_delay_threshold: Optional[float] = 0.0) -> None:
     """Rate in Hz for ratekeeping. print_delay_threshold must be nonnegative."""
     self._interval = 1. / rate
-    self._next_frame_time = sec_since_boot() + self._interval
+    self._next_frame_time = time.monotonic() + self._interval
     self._print_delay_threshold = print_delay_threshold
     self._frame = 0
     self._remaining = 0.0
     self._process_name = getproctitle()
     self._dts = deque([self._interval], maxlen=100)
-    self._last_monitor_time = sec_since_boot()
+    self._last_monitor_time = time.monotonic()
 
   @property
   def frame(self) -> int:
@@ -82,11 +81,11 @@ class Ratekeeper:
   # this only monitor the cumulative lag, but does not enforce a rate
   def monitor_time(self) -> bool:
     prev = self._last_monitor_time
-    self._last_monitor_time = sec_since_boot()
+    self._last_monitor_time = time.monotonic()
     self._dts.append(self._last_monitor_time - prev)
 
     lagged = False
-    remaining = self._next_frame_time - sec_since_boot()
+    remaining = self._next_frame_time - time.monotonic()
     self._next_frame_time += self._interval
     if self._print_delay_threshold is not None and remaining < -self._print_delay_threshold:
       print(f"{self._process_name} lagging by {-remaining * 1000:.2f} ms")

common/spinner.py

@@ -1,6 +1,6 @@
 import os
 import subprocess
-from common.basedir import BASEDIR
+from openpilot.common.basedir import BASEDIR
 
 
 class Spinner():
@@ -29,11 +29,11 @@ class Spinner():
 
   def close(self):
     if self.spinner_proc is not None:
+      self.spinner_proc.kill()
       try:
-        self.spinner_proc.stdin.close()
+        self.spinner_proc.communicate(timeout=2.)
-      except BrokenPipeError:
+      except subprocess.TimeoutExpired:
-        pass
+        print("WARNING: failed to kill spinner")
-      self.spinner_proc.terminate()
       self.spinner_proc = None
 
   def __del__(self):

common/swaglog.cc

@@ -12,7 +12,7 @@
 #include <string>
 
 #include <zmq.h>
-#include "json11.hpp"
+#include "third_party/json11/json11.hpp"
 
 #include "common/util.h"
 #include "common/version.h"
@@ -20,7 +20,7 @@
 
 class SwaglogState : public LogState {
  public:
-  SwaglogState() : LogState("ipc:///tmp/logmessage") {}
+  SwaglogState() : LogState(Path::swaglog_ipc().c_str()) {}
 
   json11::Json::object ctx_j;
 
@@ -64,8 +64,7 @@ static void log(int levelnum, const char* filename, int lineno, const char* func
   if (levelnum >= s.print_level) {
     printf("%s: %s\n", filename, msg);
   }
-  char levelnum_c = levelnum;
+  zmq_send(s.sock, log_s.data(), log_s.length(), ZMQ_NOBLOCK);
-  zmq_send(s.sock, (levelnum_c + log_s).c_str(), log_s.length() + 1, ZMQ_NOBLOCK);
 }
 
 static void cloudlog_common(int levelnum, const char* filename, int lineno, const char* func,
@@ -87,8 +86,11 @@ static void cloudlog_common(int levelnum, const char* filename, int lineno, cons
     log_j["msg"] = msg_j;
   }
 
-  std::string log_s = ((json11::Json)log_j).dump();
+  std::string log_s;
+  log_s += (char)levelnum;
+  ((json11::Json)log_j).dump(log_s);
   log(levelnum, filename, lineno, func, msg_buf, log_s);
+
   free(msg_buf);
 }
 

common/swaglog.h

@@ -9,14 +9,20 @@
 #define CLOUDLOG_CRITICAL 50
 
 
+#ifdef __GNUC__
+#define SWAG_LOG_CHECK_FMT(a, b) __attribute__ ((format (printf, a, b)))
+#else
+#define SWAG_LOG_CHECK_FMT(a, b)
+#endif
+
 void cloudlog_e(int levelnum, const char* filename, int lineno, const char* func,
-                const char* fmt, ...) /*__attribute__ ((format (printf, 6, 7)))*/;
+                const char* fmt, ...) SWAG_LOG_CHECK_FMT(5, 6);
 
 void cloudlog_te(int levelnum, const char* filename, int lineno, const char* func,
-                 const char* fmt, ...) /*__attribute__ ((format (printf, 6, 7)))*/;
+                 const char* fmt, ...) SWAG_LOG_CHECK_FMT(5, 6);
 
 void cloudlog_te(int levelnum, const char* filename, int lineno, const char* func,
-                 uint32_t frame_id, const char* fmt, ...) /*__attribute__ ((format (printf, 6, 7)))*/;
+                 uint32_t frame_id, const char* fmt, ...) SWAG_LOG_CHECK_FMT(6, 7);
 
 
 #define cloudlog(lvl, fmt, ...) cloudlog_e(lvl, __FILE__, __LINE__, \
@@ -38,7 +44,7 @@ void cloudlog_te(int levelnum, const char* filename, int lineno, const char* fun
   int __millis = (millis);                          \
   uint64_t __ts = nanos_since_boot();               \
                                                     \
-  if (!__begin) __begin = __ts;                     \
+  if (!__begin) { __begin = __ts; }                 \
                                                     \
   if (__begin + __millis*1000000ULL < __ts) {       \
     if (__missed) {                                 \

common/text_window.py

@@ -2,7 +2,7 @@
 import os
 import time
 import subprocess
-from common.basedir import BASEDIR
+from openpilot.common.basedir import BASEDIR
 
 
 class TextWindow:

common/transformations/SConscript

@@ -1,6 +1,5 @@
 Import('env', 'envCython')
 
 transformations = env.Library('transformations', ['orientation.cc', 'coordinates.cc'])
-Export('transformations')
+transformations_python = envCython.Program('transformations.so', 'transformations.pyx')
-
+Export('transformations', 'transformations_python')
-envCython.Program('transformations.so', 'transformations.pyx')

common/transformations/camera.py

@@ -1,6 +1,6 @@
 import numpy as np
 
-import common.transformations.orientation as orient
+import openpilot.common.transformations.orientation as orient
 
 ## -- hardcoded hardware params --
 eon_f_focal_length = 910.0
@@ -61,14 +61,6 @@ device_frame_from_view_frame = np.array([
 view_frame_from_device_frame = device_frame_from_view_frame.T
 
 
-def get_calib_from_vp(vp):
-  vp_norm = normalize(vp)
-  yaw_calib = np.arctan(vp_norm[0])
-  pitch_calib = -np.arctan(vp_norm[1]*np.cos(yaw_calib))
-  roll_calib = 0
-  return roll_calib, pitch_calib, yaw_calib
-
-
 # aka 'extrinsic_matrix'
 # road : x->forward, y -> left, z->up
 def get_view_frame_from_road_frame(roll, pitch, yaw, height):
@@ -131,6 +123,14 @@ def denormalize(img_pts, intrinsics=fcam_intrinsics, width=np.inf, height=np.inf
   return img_pts_denormalized[:, :2].reshape(input_shape)
 
 
+def get_calib_from_vp(vp, intrinsics=fcam_intrinsics):
+  vp_norm = normalize(vp, intrinsics)
+  yaw_calib = np.arctan(vp_norm[0])
+  pitch_calib = -np.arctan(vp_norm[1]*np.cos(yaw_calib))
+  roll_calib = 0
+  return roll_calib, pitch_calib, yaw_calib
+
+
 def device_from_ecef(pos_ecef, orientation_ecef, pt_ecef):
   # device from ecef frame
   # device frame is x -> forward, y-> right, z -> down

common/transformations/coordinates.cc

@@ -1,13 +1,11 @@
 #define _USE_MATH_DEFINES
 
+#include "common/transformations/coordinates.hpp"
+
 #include <iostream>
 #include <cmath>
 #include <eigen3/Eigen/Dense>
 
-#include "coordinates.hpp"
-
-
-
 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]

common/transformations/coordinates.hpp

@@ -1,5 +1,7 @@
 #pragma once
 
+#include <eigen3/Eigen/Dense>
+
 #define DEG2RAD(x) ((x) * M_PI / 180.0)
 #define RAD2DEG(x) ((x) * 180.0 / M_PI)
 

common/transformations/coordinates.py

@@ -1,8 +1,7 @@
-# pylint: skip-file
+from openpilot.common.transformations.orientation import numpy_wrap
-from common.transformations.orientation import numpy_wrap
+from openpilot.common.transformations.transformations import (ecef2geodetic_single,
-from common.transformations.transformations import (ecef2geodetic_single,
                                                     geodetic2ecef_single)
-from common.transformations.transformations import LocalCoord as LocalCoord_single
+from openpilot.common.transformations.transformations import LocalCoord as LocalCoord_single
 
 
 class LocalCoord(LocalCoord_single):

common/transformations/model.py

@@ -1,7 +1,9 @@
 import numpy as np
 
-from common.transformations.camera import (FULL_FRAME_SIZE,
+from openpilot.common.transformations.orientation import rot_from_euler
-                                           get_view_frame_from_calib_frame)
+from openpilot.common.transformations.camera import (
+  FULL_FRAME_SIZE, get_view_frame_from_calib_frame, view_frame_from_device_frame,
+  eon_fcam_intrinsics, tici_ecam_intrinsics, tici_fcam_intrinsics)
 
 # segnet
 SEGNET_SIZE = (512, 384)
@@ -57,61 +59,20 @@ medmodel_frame_from_calib_frame = np.dot(medmodel_intrinsics,
 
 medmodel_frame_from_bigmodel_frame = np.dot(medmodel_intrinsics, np.linalg.inv(bigmodel_intrinsics))
 
+calib_from_medmodel = np.linalg.inv(medmodel_frame_from_calib_frame[:, :3])
+calib_from_sbigmodel = np.linalg.inv(sbigmodel_frame_from_calib_frame[:, :3])
 
-### This function mimics the update_calibration logic in modeld.cc
+# This function is verified to give similar results to xx.uncommon.utils.transform_img
-### Manually verified to give similar results to xx.uncommon.utils.transform_img
+def get_warp_matrix(device_from_calib_euler: np.ndarray, wide_camera: bool = False, bigmodel_frame: bool = False, tici: bool = True) -> np.ndarray:
-def get_warp_matrix(rpy_calib, wide_cam=False, big_model=False, tici=True):
+  if tici and wide_camera:
-  from common.transformations.orientation import rot_from_euler
+    cam_intrinsics = tici_ecam_intrinsics
-  from common.transformations.camera import view_frame_from_device_frame, eon_fcam_intrinsics, tici_ecam_intrinsics, tici_fcam_intrinsics
-
-  if tici and wide_cam:
-    intrinsics = tici_ecam_intrinsics
-  elif tici:
-    intrinsics = tici_fcam_intrinsics
-  else:
-    intrinsics = eon_fcam_intrinsics
-
-  if big_model:
-    sbigmodel_from_calib = sbigmodel_frame_from_calib_frame[:, (0,1,2)]
-    calib_from_model = np.linalg.inv(sbigmodel_from_calib)
-  else:
-    medmodel_from_calib = medmodel_frame_from_calib_frame[:, (0,1,2)]
-    calib_from_model = np.linalg.inv(medmodel_from_calib)
-  device_from_calib = rot_from_euler(rpy_calib)
-  camera_from_calib = intrinsics.dot(view_frame_from_device_frame.dot(device_from_calib))
-  warp_matrix = camera_from_calib.dot(calib_from_model)
-  return warp_matrix
-
-
-### This is old, just for debugging
-def get_warp_matrix_old(rpy_calib, wide_cam=False, big_model=False, tici=True):
-  from common.transformations.orientation import rot_from_euler
-  from common.transformations.camera import view_frame_from_device_frame, eon_fcam_intrinsics, tici_ecam_intrinsics, tici_fcam_intrinsics
-
-
-  def get_view_frame_from_road_frame(roll, pitch, yaw, height):
-    device_from_road = rot_from_euler([roll, pitch, yaw]).dot(np.diag([1, -1, -1]))
-    view_from_road = view_frame_from_device_frame.dot(device_from_road)
-    return np.hstack((view_from_road, [[0], [height], [0]]))
-
-  if tici and wide_cam:
-    intrinsics = tici_ecam_intrinsics
   elif tici:
-    intrinsics = tici_fcam_intrinsics
+    cam_intrinsics = tici_fcam_intrinsics
   else:
-    intrinsics = eon_fcam_intrinsics
+    cam_intrinsics = eon_fcam_intrinsics
 
-  model_height = 1.22
+  calib_from_model = calib_from_sbigmodel if bigmodel_frame else calib_from_medmodel
-  if big_model:
+  device_from_calib = rot_from_euler(device_from_calib_euler)
-    model_from_road = np.dot(sbigmodel_intrinsics,
+  camera_from_calib = cam_intrinsics @ view_frame_from_device_frame @ device_from_calib
-             get_view_frame_from_road_frame(0, 0, 0, model_height))
+  warp_matrix: np.ndarray = camera_from_calib @ calib_from_model
-  else:
-    model_from_road = np.dot(medmodel_intrinsics,
-             get_view_frame_from_road_frame(0, 0, 0, model_height))
-  ground_from_model = np.linalg.inv(model_from_road[:, (0, 1, 3)])
-
-  E = get_view_frame_from_road_frame(*rpy_calib, 1.22)
-  camera_frame_from_road_frame = intrinsics.dot(E)
-  camera_frame_from_ground = camera_frame_from_road_frame[:,(0,1,3)]
-  warp_matrix = camera_frame_from_ground .dot(ground_from_model)
   return warp_matrix

common/transformations/orientation.cc

@@ -4,8 +4,8 @@
 #include <cmath>
 #include <eigen3/Eigen/Dense>
 
-#include "orientation.hpp"
+#include "common/transformations/orientation.hpp"
-#include "coordinates.hpp"
+#include "common/transformations/coordinates.hpp"
 
 Eigen::Quaterniond ensure_unique(Eigen::Quaterniond quat){
   if (quat.w() > 0){

common/transformations/orientation.hpp

@@ -1,6 +1,6 @@
 #pragma once
 #include <eigen3/Eigen/Dense>
-#include "coordinates.hpp"
+#include "common/transformations/coordinates.hpp"
 
 
 Eigen::Quaterniond ensure_unique(Eigen::Quaterniond quat);

common/transformations/orientation.py

@@ -1,8 +1,7 @@
-# pylint: skip-file
 import numpy as np
 from typing import Callable
 
-from common.transformations.transformations import (ecef_euler_from_ned_single,
+from openpilot.common.transformations.transformations import (ecef_euler_from_ned_single,
                                                     euler2quat_single,
                                                     euler2rot_single,
                                                     ned_euler_from_ecef_single,

common/transformations/transformations.pyx

@@ -1,20 +1,20 @@
 # distutils: language = c++
 # cython: language_level = 3
-from common.transformations.transformations cimport Matrix3, Vector3, Quaternion
+from openpilot.common.transformations.transformations cimport Matrix3, Vector3, Quaternion
-from common.transformations.transformations cimport ECEF, NED, Geodetic
+from openpilot.common.transformations.transformations cimport ECEF, NED, Geodetic
-
+
-from common.transformations.transformations cimport euler2quat as euler2quat_c
+from openpilot.common.transformations.transformations cimport euler2quat as euler2quat_c
-from common.transformations.transformations cimport quat2euler as quat2euler_c
+from openpilot.common.transformations.transformations cimport quat2euler as quat2euler_c
-from common.transformations.transformations cimport quat2rot as quat2rot_c
+from openpilot.common.transformations.transformations cimport quat2rot as quat2rot_c
-from common.transformations.transformations cimport rot2quat as rot2quat_c
+from openpilot.common.transformations.transformations cimport rot2quat as rot2quat_c
-from common.transformations.transformations cimport euler2rot as euler2rot_c
+from openpilot.common.transformations.transformations cimport euler2rot as euler2rot_c
-from common.transformations.transformations cimport rot2euler as rot2euler_c
+from openpilot.common.transformations.transformations cimport rot2euler as rot2euler_c
-from common.transformations.transformations cimport rot_matrix as rot_matrix_c
+from openpilot.common.transformations.transformations cimport rot_matrix as rot_matrix_c
-from common.transformations.transformations cimport ecef_euler_from_ned as ecef_euler_from_ned_c
+from openpilot.common.transformations.transformations cimport ecef_euler_from_ned as ecef_euler_from_ned_c
-from common.transformations.transformations cimport ned_euler_from_ecef as ned_euler_from_ecef_c
+from openpilot.common.transformations.transformations cimport ned_euler_from_ecef as ned_euler_from_ecef_c
-from common.transformations.transformations cimport geodetic2ecef as geodetic2ecef_c
+from openpilot.common.transformations.transformations cimport geodetic2ecef as geodetic2ecef_c
-from common.transformations.transformations cimport ecef2geodetic as ecef2geodetic_c
+from openpilot.common.transformations.transformations cimport ecef2geodetic as ecef2geodetic_c
-from common.transformations.transformations cimport LocalCoord_c
+from openpilot.common.transformations.transformations cimport LocalCoord_c
 
 
 import cython

common/util.cc

@@ -2,7 +2,7 @@
 
 #include <sys/ioctl.h>
 #include <sys/stat.h>
-#include <dirent.h>
+#include <sys/resource.h>
 
 #include <cassert>
 #include <cerrno>
@@ -60,6 +60,20 @@ int set_core_affinity(std::vector<int> cores) {
 #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()) {
@@ -213,10 +227,17 @@ std::string hexdump(const uint8_t* in, const size_t size) {
   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 char* chrs = "0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ";
+  const std::string chrs = "0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ";
   std::mt19937 rg{std::random_device{}()};
-  std::uniform_int_distribution<std::string::size_type> pick(0, sizeof(chrs) - 2);
+  std::uniform_int_distribution<std::string::size_type> pick(0, chrs.length() - 1);
   std::string s;
   s.reserve(length);
   while (length--) {
@@ -231,6 +252,14 @@ std::string dir_name(std::string const &path) {
   return path.substr(0, pos);
 }
 
+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 &s1, const std::string &s2) {
+  return strcmp(s1.c_str() + (s1.size() - s2.size()), s2.c_str()) == 0;
+}
+
 std::string check_output(const std::string& command) {
   char buffer[128];
   std::string result;

common/util.h

@@ -44,6 +44,7 @@ namespace util {
 void set_thread_name(const char* name);
 int set_realtime_priority(int level);
 int set_core_affinity(std::vector<int> cores);
+int set_file_descriptor_limit(uint64_t limit);
 
 // ***** Time helpers *****
 struct tm get_time();
@@ -75,10 +76,15 @@ int getenv(const char* key, int default_val);
 float getenv(const char* key, float default_val);
 
 std::string hexdump(const uint8_t* in, const size_t size);
-std::string random_string(std::string::size_type length);
 std::string dir_name(std::string const& path);
+bool starts_with(const std::string &s1, const std::string &s2);
+bool ends_with(const std::string &s1, const std::string &s2);
+
+// ***** random helpers *****
+int random_int(int min, int max);
+std::string random_string(std::string::size_type length);
 
-// **** file fhelpers *****
+// **** file helpers *****
 std::string read_file(const std::string& fn);
 std::map<std::string, std::string> read_files_in_dir(const std::string& path);
 int write_file(const char* path, const void* data, size_t size, int flags = O_WRONLY, mode_t mode = 0664);
@@ -111,7 +117,7 @@ public:
 #ifndef __APPLE__
     std::signal(SIGPWR, (sighandler_t)set_do_exit);
 #endif
-  };
+  }
   inline static std::atomic<bool> power_failure = false;
   inline static std::atomic<int> signal = 0;
   inline operator bool() { return do_exit; }
@@ -147,12 +153,18 @@ struct unique_fd {
 
 class FirstOrderFilter {
 public:
-  FirstOrderFilter(float x0, float ts, float dt) {
+  FirstOrderFilter(float x0, float ts, float dt, bool initialized = true) {
     k_ = (dt / ts) / (1.0 + dt / ts);
     x_ = x0;
+    initialized_ = initialized;
   }
   inline float update(float x) {
-    x_ = (1. - k_) * x_ + k_ * x;
+    if (initialized_) {
+      x_ = (1. - k_) * x_ + k_ * x;
+    } else {
+      initialized_ = true;
+      x_ = x;
+    }
     return x_;
   }
   inline void reset(float x) { x_ = x; }
@@ -160,12 +172,13 @@ public:
 
 private:
   float x_, k_;
+  bool initialized_;
 };
 
 template<typename T>
 void update_max_atomic(std::atomic<T>& max, T const& value) {
   T prev = max;
-  while(prev < value && !max.compare_exchange_weak(prev, value)) {}
+  while (prev < value && !max.compare_exchange_weak(prev, value)) {}
 }
 
 class LogState {
@@ -175,9 +188,9 @@ class LogState {
   void *zctx = nullptr;
   void *sock = nullptr;
   int print_level;
-  const char* endpoint;
+  std::string endpoint;
 
-  LogState(const char* _endpoint) {
+  LogState(std::string _endpoint) {
     endpoint = _endpoint;
   }
 
@@ -189,7 +202,7 @@ class LogState {
     int timeout = 100;
     zmq_setsockopt(sock, ZMQ_LINGER, &timeout, sizeof(timeout));
 
-    zmq_connect(sock, endpoint);
+    zmq_connect(sock, endpoint.c_str());
     initialized = true;
   }
 

common/version.h

@@ -1 +1 @@
-#define COMMA_VERSION "0.9.4"
+#define COMMA_VERSION "0.9.5"

common/watchdog.cc

@@ -1,3 +1,5 @@
+#include <string>
+
 #include "common/watchdog.h"
 #include "common/util.h"
 

docs/CARS.md

@@ -2,280 +2,293 @@
 
 # Supported Cars
 
-A supported vehicle is one that just works when you install a comma three. 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.
 
-# 255 Supported Cars
+# 268 Supported Cars
 
 |Make|Model|Supported Package|ACC|No ACC accel below|No ALC below|Steering Torque|Resume from stop|<a href="##"><img width=2000></a>Hardware Needed<br>&nbsp;|Video|
 |---|---|---|:---:|:---:|:---:|:---:|:---:|:---:|:---:|
-|Acura|ILX 2016-19|AcuraWatch Plus|openpilot|25 mph|25 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Acura&model=ILX 2016-19">Buy Here</a></sub></details>||
+|Acura|ILX 2016-19|AcuraWatch Plus|openpilot|25 mph|25 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Acura&model=ILX 2016-19">Buy Here</a></sub></details>||
-|Acura|RDX 2016-18|AcuraWatch Plus|openpilot|25 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Acura&model=RDX 2016-18">Buy Here</a></sub></details>||
+|Acura|RDX 2016-18|AcuraWatch Plus|openpilot|25 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Acura&model=RDX 2016-18">Buy Here</a></sub></details>||
-|Acura|RDX 2019-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Acura&model=RDX 2019-22">Buy Here</a></sub></details>||
+|Acura|RDX 2019-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Acura&model=RDX 2019-22">Buy Here</a></sub></details>||
-|Audi|A3 2014-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Audi&model=A3 2014-19">Buy Here</a></sub></details>||
+|Audi|A3 2014-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Audi&model=A3 2014-19">Buy Here</a></sub></details>||
-|Audi|A3 Sportback e-tron 2017-18|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Audi&model=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>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Audi&model=A3 Sportback e-tron 2017-18">Buy Here</a></sub></details>||
-|Audi|Q2 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Audi&model=Q2 2018">Buy Here</a></sub></details>||
+|Audi|Q2 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Audi&model=Q2 2018">Buy Here</a></sub></details>||
-|Audi|Q3 2019-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Audi&model=Q3 2019-23">Buy Here</a></sub></details>||
+|Audi|Q3 2019-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Audi&model=Q3 2019-23">Buy Here</a></sub></details>||
-|Audi|RS3 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Audi&model=RS3 2018">Buy Here</a></sub></details>||
+|Audi|RS3 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Audi&model=RS3 2018">Buy Here</a></sub></details>||
-|Audi|S3 2015-17|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Audi&model=S3 2015-17">Buy Here</a></sub></details>||
+|Audi|S3 2015-17|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Audi&model=S3 2015-17">Buy Here</a></sub></details>||
-|Buick|LaCrosse 2017-19[<sup>4</sup>](#footnotes)|Driver Confidence Package 2|openpilot|18 mph|7 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 OBD-II connector<br>- 1 comma three<br>- 2 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Buick&model=LaCrosse 2017-19">Buy Here</a></sub></details>||
+|Buick|LaCrosse 2017-19[<sup>4</sup>](#footnotes)|Driver Confidence Package 2|openpilot|18 mph|7 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-II connector<br>- 1 comma 3X<br>- 2 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Buick&model=LaCrosse 2017-19">Buy Here</a></sub></details>||
-|Cadillac|Escalade 2017[<sup>4</sup>](#footnotes)|Driver Assist Package|openpilot|0 mph|7 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 OBD-II connector<br>- 1 comma three<br>- 2 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Cadillac&model=Escalade 2017">Buy Here</a></sub></details>||
+|Cadillac|Escalade 2017[<sup>4</sup>](#footnotes)|Driver Assist Package|openpilot|0 mph|7 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-II connector<br>- 1 comma 3X<br>- 2 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Cadillac&model=Escalade 2017">Buy Here</a></sub></details>||
-|Cadillac|Escalade ESV 2016[<sup>4</sup>](#footnotes)|Adaptive Cruise Control (ACC) & LKAS|openpilot|0 mph|7 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 OBD-II connector<br>- 1 comma three<br>- 2 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Cadillac&model=Escalade ESV 2016">Buy Here</a></sub></details>||
+|Cadillac|Escalade ESV 2016[<sup>4</sup>](#footnotes)|Adaptive Cruise Control (ACC) & LKAS|openpilot|0 mph|7 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-II connector<br>- 1 comma 3X<br>- 2 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Cadillac&model=Escalade ESV 2016">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>View</summary><sub>- 1 GM connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Chevrolet&model=Bolt EUV 2022-23">Buy Here</a></sub></details>|<a href="https://youtu.be/xvwzGMUA210" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Cadillac|Escalade ESV 2019[<sup>4</sup>](#footnotes)|Adaptive Cruise Control (ACC) & LKAS|openpilot|0 mph|7 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-II connector<br>- 1 comma 3X<br>- 2 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Cadillac&model=Escalade ESV 2019">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>View</summary><sub>- 1 GM connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Chevrolet&model=Bolt EV 2022-23">Buy Here</a></sub></details>||
+|Chevrolet|Bolt EUV 2022-23|Premier or Premier Redline Trim without Super Cruise Package|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chevrolet&model=Bolt EUV 2022-23">Buy Here</a></sub></details>|<a href="https://youtu.be/xvwzGMUA210" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Chevrolet|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>View</summary><sub>- 1 GM connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Chevrolet&model=Silverado 1500 2020-21">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 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chevrolet&model=Bolt EV 2022-23">Buy Here</a></sub></details>||
-|Chevrolet|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>View</summary><sub>- 1 GM connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Chevrolet&model=Trailblazer 2021-22">Buy Here</a></sub></details>||
+|Chevrolet|Silverado 1500 2020-21|Safety Package II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chevrolet&model=Silverado 1500 2020-21">Buy Here</a></sub></details>||
-|Chevrolet|Volt 2017-18[<sup>4</sup>](#footnotes)|Adaptive Cruise Control (ACC)|openpilot|0 mph|7 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 OBD-II connector<br>- 1 comma three<br>- 2 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Chevrolet&model=Volt 2017-18">Buy Here</a></sub></details>|<a href="https://youtu.be/QeMCN_4TFfQ" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Chevrolet|Trailblazer 2021-22|Adaptive Cruise Control (ACC)|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chevrolet&model=Trailblazer 2021-22">Buy Here</a></sub></details>||
-|Chrysler|Pacifica 2017-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Chrysler&model=Pacifica 2017-18">Buy Here</a></sub></details>||
+|Chevrolet|Volt 2017-18[<sup>4</sup>](#footnotes)|Adaptive Cruise Control (ACC)|openpilot|0 mph|7 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-II connector<br>- 1 comma 3X<br>- 2 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chevrolet&model=Volt 2017-18">Buy Here</a></sub></details>|<a href="https://youtu.be/QeMCN_4TFfQ" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|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>View</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Chrysler&model=Pacifica 2019-20">Buy Here</a></sub></details>||
+|Chrysler|Pacifica 2017-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chrysler&model=Pacifica 2017-18">Buy Here</a></sub></details>||
-|Chrysler|Pacifica 2021|All|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Chrysler&model=Pacifica 2021">Buy Here</a></sub></details>||
+|Chrysler|Pacifica 2019-20|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chrysler&model=Pacifica 2019-20">Buy Here</a></sub></details>||
-|Chrysler|Pacifica 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>View</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Chrysler&model=Pacifica Hybrid 2017-18">Buy Here</a></sub></details>||
+|Chrysler|Pacifica 2021|All|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chrysler&model=Pacifica 2021">Buy Here</a></sub></details>||
-|Chrysler|Pacifica Hybrid 2019-23|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Chrysler&model=Pacifica Hybrid 2019-23">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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chrysler&model=Pacifica Hybrid 2017-18">Buy Here</a></sub></details>||
+|Chrysler|Pacifica Hybrid 2019-23|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chrysler&model=Pacifica Hybrid 2019-23">Buy Here</a></sub></details>||
 |comma|body|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|None||
-|Ford|Bronco Sport 2021-22|Co-Pilot360 Assist+|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 angled mount (8 degrees)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Ford&model=Bronco Sport 2021-22">Buy Here</a></sub></details>||
+|Ford|Bronco Sport 2021-22|Co-Pilot360 Assist+|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Bronco Sport 2021-22">Buy Here</a></sub></details>||
-|Ford|Escape 2020-22|Co-Pilot360 Assist+|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Ford&model=Escape 2020-22">Buy Here</a></sub></details>||
+|Ford|Escape 2020-22|Co-Pilot360 Assist+|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Escape 2020-22">Buy Here</a></sub></details>||
-|Ford|Explorer 2020-22|Co-Pilot360 Assist+|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Ford&model=Explorer 2020-22">Buy Here</a></sub></details>||
+|Ford|Explorer 2020-22|Co-Pilot360 Assist+|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Explorer 2020-22">Buy Here</a></sub></details>||
-|Ford|Focus 2018[<sup>3</sup>](#footnotes)|Adaptive Cruise Control with Lane Centering|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Ford&model=Focus 2018">Buy Here</a></sub></details>||
+|Ford|Focus 2018[<sup>3</sup>](#footnotes)|Adaptive Cruise Control with Lane Centering|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Focus 2018">Buy Here</a></sub></details>||
-|Ford|Kuga 2020-22|Adaptive Cruise Control with Lane Centering|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Ford&model=Kuga 2020-22">Buy Here</a></sub></details>||
+|Ford|Kuga 2020-22|Adaptive Cruise Control with Lane Centering|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Kuga 2020-22">Buy Here</a></sub></details>||
-|Ford|Maverick 2022-23|Co-Pilot360 Assist|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 angled mount (8 degrees)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Ford&model=Maverick 2022-23">Buy Here</a></sub></details>||
+|Ford|Maverick 2022|LARIAT Luxury|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Maverick 2022">Buy Here</a></sub></details>||
-|Genesis|G70 2018-19|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Hyundai F connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Genesis&model=G70 2018-19">Buy Here</a></sub></details>||
+|Ford|Maverick 2023|Co-Pilot360 Assist|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Maverick 2023">Buy Here</a></sub></details>||
-|Genesis|G70 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>View</summary><sub>- 1 Hyundai F connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Genesis&model=G70 2020">Buy Here</a></sub></details>||
+|Genesis|G70 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 F connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G70 2018-19">Buy Here</a></sub></details>||
-|Genesis|G80 2017|All|Stock|19 mph|37 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Hyundai J connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Genesis&model=G80 2017">Buy Here</a></sub></details>||
+|Genesis|G70 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G70 2020">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>View</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Genesis&model=G80 2018-19">Buy Here</a></sub></details>||
+|Genesis|G80 2017|All|Stock|19 mph|37 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai J connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G80 2017">Buy Here</a></sub></details>||
-|Genesis|G90 2017-18|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>View</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Genesis&model=G90 2017-18">Buy Here</a></sub></details>||
+|Genesis|G80 2018-19|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G80 2018-19">Buy Here</a></sub></details>||
-|Genesis|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>View</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Genesis&model=GV60 (Advanced Trim) 2023">Buy Here</a></sub></details>||
+|Genesis|G90 2017-18|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G90 2017-18">Buy Here</a></sub></details>||
-|Genesis|GV60 (Performance 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>View</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Genesis&model=GV60 (Performance 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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=GV60 (Advanced Trim) 2023">Buy Here</a></sub></details>||
-|Genesis|GV70 (2.5T Trim) 2022-23[<sup>6</sup>](#footnotes)|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Hyundai L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Genesis&model=GV70 (2.5T Trim) 2022-23">Buy Here</a></sub></details>||
+|Genesis|GV60 (Performance 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 K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=GV60 (Performance Trim) 2023">Buy Here</a></sub></details>||
-|Genesis|GV70 (3.5T Trim) 2022-23[<sup>6</sup>](#footnotes)|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Hyundai M connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Genesis&model=GV70 (3.5T Trim) 2022-23">Buy Here</a></sub></details>||
+|Genesis|GV70 (2.5T Trim) 2022-23[<sup>6</sup>](#footnotes)|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=GV70 (2.5T Trim) 2022-23">Buy Here</a></sub></details>||
-|Genesis|GV80 2023[<sup>6</sup>](#footnotes)|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Hyundai M connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Genesis&model=GV80 2023">Buy Here</a></sub></details>||
+|Genesis|GV70 (3.5T Trim) 2022-23[<sup>6</sup>](#footnotes)|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai M connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=GV70 (3.5T Trim) 2022-23">Buy Here</a></sub></details>||
-|GMC|Acadia 2018[<sup>4</sup>](#footnotes)|Adaptive Cruise Control (ACC)|openpilot|0 mph|7 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 OBD-II connector<br>- 1 comma three<br>- 2 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=GMC&model=Acadia 2018">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=0ZN6DdsBUZo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Genesis|GV80 2023[<sup>6</sup>](#footnotes)|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai M connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=GV80 2023">Buy Here</a></sub></details>||
-|GMC|Sierra 1500 2020-21|Driver Alert Package II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 GM connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=GMC&model=Sierra 1500 2020-21">Buy Here</a></sub></details>|<a href="https://youtu.be/5HbNoBLzRwE" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|GMC|Acadia 2018[<sup>4</sup>](#footnotes)|Adaptive Cruise Control (ACC)|openpilot|0 mph|7 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-II connector<br>- 1 comma 3X<br>- 2 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=GMC&model=Acadia 2018">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=0ZN6DdsBUZo" 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>View</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Honda&model=Accord 2018-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=mrUwlj3Mi58" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|GMC|Sierra 1500 2020-21|Driver Alert Package II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=GMC&model=Sierra 1500 2020-21">Buy Here</a></sub></details>|<a href="https://youtu.be/5HbNoBLzRwE" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Honda|Accord 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>View</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Honda&model=Accord Hybrid 2018-22">Buy Here</a></sub></details>||
+|Honda|Accord 2018-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Accord 2018-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=mrUwlj3Mi58" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Honda|Civic 2016-18|Honda Sensing|openpilot|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Honda&model=Civic 2016-18">Buy Here</a></sub></details>|<a href="https://youtu.be/-IkImTe1NYE" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Honda|Accord Hybrid 2018-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Accord Hybrid 2018-22">Buy Here</a></sub></details>||
-|Honda|Civic 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>View</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Honda&model=Civic 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=4Iz1Mz5LGF8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Honda|Civic 2016-18|Honda Sensing|openpilot|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Civic 2016-18">Buy Here</a></sub></details>|<a href="https://youtu.be/-IkImTe1NYE" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Honda|Civic 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>View</summary><sub>- 1 Honda Bosch B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Honda&model=Civic 2022">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 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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Civic 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=4Iz1Mz5LGF8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Honda|Civic Hatchback 2017-21|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Honda&model=Civic Hatchback 2017-21">Buy Here</a></sub></details>||
+|Honda|Civic 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Civic 2022-23">Buy Here</a></sub></details>|<a href="https://youtu.be/ytiOT5lcp6Q" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Honda|Civic Hatchback 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>View</summary><sub>- 1 Honda Bosch B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Honda&model=Civic Hatchback 2022">Buy Here</a></sub></details>|<a href="https://youtu.be/ytiOT5lcp6Q" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Honda|Civic Hatchback 2017-21|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Civic Hatchback 2017-21">Buy Here</a></sub></details>||
-|Honda|CR-V 2015-16|Touring Trim|openpilot|25 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Honda&model=CR-V 2015-16">Buy Here</a></sub></details>||
+|Honda|Civic Hatchback 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Civic Hatchback 2022-23">Buy Here</a></sub></details>|<a href="https://youtu.be/ytiOT5lcp6Q" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Honda|CR-V 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>View</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Honda&model=CR-V 2017-22">Buy Here</a></sub></details>||
+|Honda|CR-V 2015-16|Touring Trim|openpilot|25 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=CR-V 2015-16">Buy Here</a></sub></details>||
-|Honda|CR-V Hybrid 2017-19|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>View</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Honda&model=CR-V Hybrid 2017-19">Buy Here</a></sub></details>||
+|Honda|CR-V 2017-22|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=CR-V 2017-22">Buy Here</a></sub></details>||
-|Honda|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>View</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Honda&model=e 2020">Buy Here</a></sub></details>||
+|Honda|CR-V Hybrid 2017-19|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=CR-V Hybrid 2017-19">Buy Here</a></sub></details>||
-|Honda|Fit 2018-20|Honda Sensing|openpilot|25 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Honda&model=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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=e 2020">Buy Here</a></sub></details>||
-|Honda|Freed 2020|Honda Sensing|openpilot|25 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Honda&model=Freed 2020">Buy Here</a></sub></details>||
+|Honda|Fit 2018-20|Honda Sensing|openpilot|25 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Fit 2018-20">Buy Here</a></sub></details>||
-|Honda|HR-V 2019-22|Honda Sensing|openpilot|25 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Honda&model=HR-V 2019-22">Buy Here</a></sub></details>||
+|Honda|Freed 2020|Honda Sensing|openpilot|25 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Freed 2020">Buy Here</a></sub></details>||
-|Honda|HR-V 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>View</summary><sub>- 1 Honda Bosch B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Honda&model=HR-V 2023">Buy Here</a></sub></details>||
+|Honda|HR-V 2019-22|Honda Sensing|openpilot|25 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=HR-V 2019-22">Buy Here</a></sub></details>||
-|Honda|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>View</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Honda&model=Insight 2019-22">Buy Here</a></sub></details>||
+|Honda|HR-V 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=HR-V 2023">Buy Here</a></sub></details>||
-|Honda|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>View</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Honda&model=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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Insight 2019-22">Buy Here</a></sub></details>||
-|Honda|Odyssey 2018-20|Honda Sensing|openpilot|25 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Honda&model=Odyssey 2018-20">Buy Here</a></sub></details>||
+|Honda|Inspire 2018|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Inspire 2018">Buy Here</a></sub></details>||
-|Honda|Passport 2019-23|All|openpilot|25 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Honda&model=Passport 2019-23">Buy Here</a></sub></details>||
+|Honda|Odyssey 2018-20|Honda Sensing|openpilot|25 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Odyssey 2018-20">Buy Here</a></sub></details>||
-|Honda|Pilot 2016-22|Honda Sensing|openpilot|25 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Honda&model=Pilot 2016-22">Buy Here</a></sub></details>||
+|Honda|Passport 2019-23|All|openpilot|25 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Passport 2019-23">Buy Here</a></sub></details>||
-|Honda|Ridgeline 2017-23|Honda Sensing|openpilot|25 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Honda&model=Ridgeline 2017-23">Buy Here</a></sub></details>||
+|Honda|Pilot 2016-22|Honda Sensing|openpilot|25 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Pilot 2016-22">Buy Here</a></sub></details>||
-|Hyundai|Elantra 2017-19|Smart Cruise Control (SCC)|Stock|19 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Hyundai B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Elantra 2017-19">Buy Here</a></sub></details>||
+|Honda|Ridgeline 2017-23|Honda Sensing|openpilot|25 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Ridgeline 2017-23">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>View</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Elantra 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/_EdYQtV52-c" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Hyundai|Azera 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Azera 2022">Buy Here</a></sub></details>||
-|Hyundai|Elantra GT 2017-19|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Hyundai E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Elantra GT 2017-19">Buy Here</a></sub></details>||
+|Hyundai|Azera Hybrid 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Azera Hybrid 2020">Buy Here</a></sub></details>||
-|Hyundai|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>View</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Elantra Hybrid 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/_EdYQtV52-c" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Hyundai|Custin 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Custin 2023">Buy Here</a></sub></details>||
-|Hyundai|Genesis 2015-16|Smart Cruise Control (SCC)|Stock|19 mph|37 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Hyundai J connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Genesis 2015-16">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-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Elantra 2017-18">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>View</summary><sub>- 1 Hyundai E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=i30 2017-19">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-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Elantra 2019">Buy Here</a></sub></details>||
-|Hyundai|Ioniq 5 (Southeast Asia only) 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>View</summary><sub>- 1 Hyundai Q connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Ioniq 5 (Southeast Asia only) 2022-23">Buy Here</a></sub></details>||
+|Hyundai|Elantra 2021-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Elantra 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/_EdYQtV52-c" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Hyundai|Ioniq 5 (with HDA II) 2022-23[<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>View</summary><sub>- 1 Hyundai Q connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Ioniq 5 (with HDA II) 2022-23">Buy Here</a></sub></details>||
+|Hyundai|Elantra GT 2017-19|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Elantra GT 2017-19">Buy Here</a></sub></details>||
-|Hyundai|Ioniq 5 (without HDA II) 2022-23[<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>View</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Ioniq 5 (without HDA II) 2022-23">Buy Here</a></sub></details>||
+|Hyundai|Elantra Hybrid 2021-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Elantra Hybrid 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/_EdYQtV52-c" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Hyundai|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>View</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Ioniq Electric 2019">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-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai J connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Genesis 2015-16">Buy Here</a></sub></details>||
-|Hyundai|Ioniq Electric 2020|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Ioniq Electric 2020">Buy Here</a></sub></details>||
+|Hyundai|i30 2017-19|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=i30 2017-19">Buy Here</a></sub></details>||
-|Hyundai|Ioniq Hybrid 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>View</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Ioniq Hybrid 2017-19">Buy Here</a></sub></details>||
+|Hyundai|Ioniq 5 (Southeast Asia only) 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 Q connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq 5 (Southeast Asia only) 2022-23">Buy Here</a></sub></details>||
-|Hyundai|Ioniq 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>View</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Ioniq Hybrid 2020-22">Buy Here</a></sub></details>||
+|Hyundai|Ioniq 5 (with HDA II) 2022-23[<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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq 5 (with HDA II) 2022-23">Buy Here</a></sub></details>||
-|Hyundai|Ioniq 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>View</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Ioniq Plug-in Hybrid 2019">Buy Here</a></sub></details>||
+|Hyundai|Ioniq 5 (without HDA II) 2022-23[<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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq 5 (without HDA II) 2022-23">Buy Here</a></sub></details>||
-|Hyundai|Ioniq Plug-in Hybrid 2020-22|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Ioniq Plug-in Hybrid 2020-22">Buy Here</a></sub></details>||
+|Hyundai|Ioniq 6 (with HDA II) 2023[<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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq 6 (with HDA II) 2023">Buy Here</a></sub></details>||
-|Hyundai|Kona 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>View</summary><sub>- 1 Hyundai B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Kona 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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq Electric 2019">Buy Here</a></sub></details>||
-|Hyundai|Kona Electric 2018-21|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Hyundai G connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Kona Electric 2018-21">Buy Here</a></sub></details>||
+|Hyundai|Ioniq Electric 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq Electric 2020">Buy Here</a></sub></details>||
-|Hyundai|Kona Electric 2022|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Hyundai O connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Kona Electric 2022">Buy Here</a></sub></details>||
+|Hyundai|Ioniq Hybrid 2017-19|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq Hybrid 2017-19">Buy Here</a></sub></details>||
-|Hyundai|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>View</summary><sub>- 1 Hyundai I connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Kona Hybrid 2020">Buy Here</a></sub></details>|<a href="https://youtu.be/0dwpAHiZgFo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Hyundai|Ioniq Hybrid 2020-22|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq Hybrid 2020-22">Buy Here</a></sub></details>||
-|Hyundai|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>View</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Palisade 2020-22">Buy Here</a></sub></details>|<a href="https://youtu.be/TAnDqjF4fDY?t=456" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Hyundai|Ioniq Plug-in Hybrid 2019|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq Plug-in Hybrid 2019">Buy Here</a></sub></details>||
-|Hyundai|Santa Cruz 2022-23[<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>View</summary><sub>- 1 Hyundai N connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Santa Cruz 2022-23">Buy Here</a></sub></details>||
+|Hyundai|Ioniq Plug-in Hybrid 2020-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq Plug-in Hybrid 2020-22">Buy Here</a></sub></details>||
-|Hyundai|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>View</summary><sub>- 1 Hyundai D connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Santa Fe 2019-20">Buy Here</a></sub></details>||
+|Hyundai|Kona 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 B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Kona 2020">Buy Here</a></sub></details>||
-|Hyundai|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>View</summary><sub>- 1 Hyundai L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Santa Fe 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/VnHzSTygTS4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Hyundai|Kona Electric 2018-21|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Kona Electric 2018-21">Buy Here</a></sub></details>||
-|Hyundai|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>View</summary><sub>- 1 Hyundai L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Santa Fe Hybrid 2022-23">Buy Here</a></sub></details>||
+|Hyundai|Kona Electric 2022-23|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai O connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Kona Electric 2022-23">Buy Here</a></sub></details>||
-|Hyundai|Santa Fe Plug-in 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>View</summary><sub>- 1 Hyundai L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Santa Fe Plug-in Hybrid 2022">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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Kona Electric (with HDA II, Korea only) 2023">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=U2fOCmcQ8hw" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Hyundai|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>View</summary><sub>- 1 Hyundai E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Sonata 2018-19">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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Kona Hybrid 2020">Buy Here</a></sub></details>|<a href="https://youtu.be/0dwpAHiZgFo" 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>View</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Sonata 2020-23">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=ix63r9kE3Fw" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Hyundai|Palisade 2020-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Palisade 2020-22">Buy Here</a></sub></details>|<a href="https://youtu.be/TAnDqjF4fDY?t=456" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Hyundai|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>View</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Sonata Hybrid 2020-23">Buy Here</a></sub></details>||
+|Hyundai|Santa Cruz 2022-23[<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 N connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Santa Cruz 2022-23">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-full.svg)](##)|<details><summary>View</summary><sub>- 1 Hyundai L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Tucson 2021">Buy Here</a></sub></details>||
+|Hyundai|Santa Fe 2019-20|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Santa Fe 2019-20">Buy Here</a></sub></details>||
-|Hyundai|Tucson 2022[<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>View</summary><sub>- 1 Hyundai N connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Tucson 2022">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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Santa Fe 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/VnHzSTygTS4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Hyundai|Tucson 2023[<sup>6</sup>](#footnotes)|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Hyundai N connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Tucson 2023">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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Santa Fe Hybrid 2022-23">Buy Here</a></sub></details>||
-|Hyundai|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>View</summary><sub>- 1 Hyundai L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Tucson Diesel 2019">Buy Here</a></sub></details>||
+|Hyundai|Santa Fe Plug-in Hybrid 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Santa Fe Plug-in Hybrid 2022-23">Buy Here</a></sub></details>||
-|Hyundai|Tucson 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>View</summary><sub>- 1 Hyundai N connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Tucson Hybrid 2022-23">Buy Here</a></sub></details>||
+|Hyundai|Sonata 2018-19|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Sonata 2018-19">Buy Here</a></sub></details>||
-|Hyundai|Veloster 2019-20|Smart Cruise Control (SCC)|Stock|5 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Hyundai E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Hyundai&model=Veloster 2019-20">Buy Here</a></sub></details>||
+|Hyundai|Sonata 2020-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Sonata 2020-23">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=ix63r9kE3Fw" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|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>View</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Jeep&model=Grand Cherokee 2016-18">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=eLR9o2JkuRk" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Hyundai|Sonata Hybrid 2020-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Sonata Hybrid 2020-23">Buy Here</a></sub></details>||
-|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>View</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Jeep&model=Grand Cherokee 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=jBe4lWnRSu4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|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-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Tucson 2021">Buy Here</a></sub></details>||
-|Kia|Carnival 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>View</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Carnival 2023">Buy Here</a></sub></details>||
+|Hyundai|Tucson 2022[<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 N connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Tucson 2022">Buy Here</a></sub></details>||
-|Kia|Carnival (China 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>View</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Carnival (China only) 2023">Buy Here</a></sub></details>||
+|Hyundai|Tucson 2023[<sup>6</sup>](#footnotes)|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Tucson 2023">Buy Here</a></sub></details>||
-|Kia|Ceed 2019|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Hyundai E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Ceed 2019">Buy Here</a></sub></details>||
+|Hyundai|Tucson Diesel 2019|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Tucson Diesel 2019">Buy Here</a></sub></details>||
-|Kia|EV6 (Southeast Asia only) 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>View</summary><sub>- 1 Hyundai P connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=EV6 (Southeast Asia only) 2022-23">Buy Here</a></sub></details>||
+|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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Tucson Hybrid 2022-24">Buy Here</a></sub></details>||
-|Kia|EV6 (with HDA II) 2022-23[<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>View</summary><sub>- 1 Hyundai P connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=EV6 (with HDA II) 2022-23">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-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Veloster 2019-20">Buy Here</a></sub></details>||
-|Kia|EV6 (without HDA II) 2022-23[<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>View</summary><sub>- 1 Hyundai L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=EV6 (without HDA II) 2022-23">Buy Here</a></sub></details>||
+|Jeep|Grand Cherokee 2016-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Jeep&model=Grand Cherokee 2016-18">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=eLR9o2JkuRk" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Kia|Forte 2019-21|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>View</summary><sub>- 1 Hyundai G connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Forte 2019-21">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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Jeep&model=Grand Cherokee 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=jBe4lWnRSu4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Kia|Forte 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>View</summary><sub>- 1 Hyundai E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Forte 2023">Buy Here</a></sub></details>||
+|Kia|Carnival 2023-24[<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 A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Carnival 2023-24">Buy Here</a></sub></details>||
-|Kia|K5 2021-22|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>View</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=K5 2021-22">Buy Here</a></sub></details>||
+|Kia|Carnival (China 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 K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Carnival (China only) 2023">Buy Here</a></sub></details>||
-|Kia|K5 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>View</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=K5 Hybrid 2020">Buy Here</a></sub></details>||
+|Kia|Ceed 2019|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Ceed 2019">Buy Here</a></sub></details>||
-|Kia|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>View</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Niro EV 2019">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Kia|EV6 (Southeast Asia only) 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 P connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=EV6 (Southeast Asia only) 2022-23">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>View</summary><sub>- 1 Hyundai F connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Niro EV 2020">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Kia|EV6 (with HDA II) 2022-23[<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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=EV6 (with HDA II) 2022-23">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>View</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Niro EV 2021">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Kia|EV6 (without HDA II) 2022-23[<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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=EV6 (without HDA II) 2022-23">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>View</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Niro EV 2022">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Kia|Forte 2019-21|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Forte 2019-21">Buy Here</a></sub></details>||
-|Kia|Niro EV 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>View</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Niro EV 2023">Buy Here</a></sub></details>||
+|Kia|Forte 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 E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Forte 2023">Buy Here</a></sub></details>||
-|Kia|Niro Hybrid 2021-22|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>View</summary><sub>- 1 Hyundai F connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Niro Hybrid 2021-22">Buy Here</a></sub></details>||
+|Kia|K5 2021-24|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=K5 2021-24">Buy Here</a></sub></details>||
-|Kia|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>View</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Niro Hybrid 2023">Buy Here</a></sub></details>||
+|Kia|K5 Hybrid 2020-22|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=K5 Hybrid 2020-22">Buy Here</a></sub></details>||
-|Kia|Niro Plug-in Hybrid 2018-19|All|openpilot available[<sup>1</sup>](#footnotes)|10 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Niro Plug-in Hybrid 2018-19">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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=K8 Hybrid (with HDA II) 2023">Buy Here</a></sub></details>||
-|Kia|Niro Plug-in Hybrid 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Hyundai D connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Niro Plug-in Hybrid 2020">Buy Here</a></sub></details>||
+|Kia|Niro EV 2019|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro EV 2019">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Kia|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>View</summary><sub>- 1 Hyundai B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Optima 2017">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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro EV 2020">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Kia|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>View</summary><sub>- 1 Hyundai G connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Optima 2019-20">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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro EV 2021">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Kia|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>View</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Seltos 2021">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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro EV 2022">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Kia|Sorento 2018|Advanced Smart Cruise Control|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Sorento 2018">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Fkh3s6WHJz8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Kia|Niro EV 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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro EV 2023">Buy Here</a></sub></details>||
-|Kia|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>View</summary><sub>- 1 Hyundai E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Sorento 2019">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Fkh3s6WHJz8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Kia|Niro Hybrid 2021-22|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 F connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Hybrid 2021-22">Buy Here</a></sub></details>||
-|Kia|Sorento 2021-23[<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>View</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Sorento 2021-23">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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Hybrid 2023">Buy Here</a></sub></details>||
-|Kia|Sorento Plug-in Hybrid 2022-23[<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>View</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Sorento Plug-in Hybrid 2022-23">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-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Plug-in Hybrid 2018-19">Buy Here</a></sub></details>||
-|Kia|Sportage 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>View</summary><sub>- 1 Hyundai N connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Sportage 2023">Buy Here</a></sub></details>||
+|Kia|Niro Plug-in Hybrid 2020|All|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Plug-in Hybrid 2020">Buy Here</a></sub></details>||
-|Kia|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>View</summary><sub>- 1 Hyundai N connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Sportage Hybrid 2023">Buy Here</a></sub></details>||
+|Kia|Optima 2017|Advanced Smart Cruise Control|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Optima 2017">Buy Here</a></sub></details>||
-|Kia|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>View</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Stinger 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=MJ94qoofYw0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Kia|Optima 2019-20|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Optima 2019-20">Buy Here</a></sub></details>||
-|Kia|Stinger 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>View</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Stinger 2022">Buy Here</a></sub></details>||
+|Kia|Optima Hybrid 2019|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Optima Hybrid 2019">Buy Here</a></sub></details>||
-|Kia|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>View</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Kia&model=Telluride 2020-22">Buy Here</a></sub></details>||
+|Kia|Seltos 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Seltos 2021">Buy Here</a></sub></details>||
-|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>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Lexus&model=CT Hybrid 2017-18">Buy Here</a></sub></details>||
+|Kia|Sorento 2018|Advanced Smart Cruise Control & LKAS|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sorento 2018">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Fkh3s6WHJz8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|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>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Lexus&model=ES 2017-18">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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sorento 2019">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Fkh3s6WHJz8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Lexus|ES 2019-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Lexus&model=ES 2019-22">Buy Here</a></sub></details>||
+|Kia|Sorento 2021-23[<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 K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sorento 2021-23">Buy Here</a></sub></details>||
-|Lexus|ES Hybrid 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Lexus&model=ES Hybrid 2017-18">Buy Here</a></sub></details>||
+|Kia|Sorento Hybrid 2021-23[<sup>6</sup>](#footnotes)|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sorento Hybrid 2021-23">Buy Here</a></sub></details>||
-|Lexus|ES Hybrid 2019-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Lexus&model=ES Hybrid 2019-23">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|Sorento Plug-in Hybrid 2022-23[<sup>6</sup>](#footnotes)|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sorento Plug-in Hybrid 2022-23">Buy Here</a></sub></details>||
-|Lexus|IS 2017-19|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Lexus&model=IS 2017-19">Buy Here</a></sub></details>||
+|Kia|Sportage 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 N connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sportage 2023">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>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Lexus&model=NX 2018-19">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 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sportage Hybrid 2023">Buy Here</a></sub></details>||
-|Lexus|NX 2020-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Lexus&model=NX 2020-21">Buy Here</a></sub></details>||
+|Kia|Stinger 2018-20|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Stinger 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=MJ94qoofYw0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|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>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Lexus&model=NX Hybrid 2018-19">Buy Here</a></sub></details>||
+|Kia|Stinger 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Stinger 2022-23">Buy Here</a></sub></details>||
-|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>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Lexus&model=NX Hybrid 2020-21">Buy Here</a></sub></details>||
+|Kia|Telluride 2020-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Telluride 2020-22">Buy Here</a></sub></details>||
-|Lexus|RC 2018-20|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Lexus&model=RC 2018-20">Buy Here</a></sub></details>||
+|Lexus|CT Hybrid 2017-18|Lexus Safety System+|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=CT Hybrid 2017-18">Buy Here</a></sub></details>||
-|Lexus|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>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Lexus&model=RX 2016">Buy Here</a></sub></details>||
+|Lexus|ES 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=ES 2017-18">Buy Here</a></sub></details>||
-|Lexus|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>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Lexus&model=RX 2017-19">Buy Here</a></sub></details>||
+|Lexus|ES 2019-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=ES 2019-24">Buy Here</a></sub></details>||
-|Lexus|RX 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Lexus&model=RX 2020-22">Buy Here</a></sub></details>||
+|Lexus|ES Hybrid 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=ES Hybrid 2017-18">Buy Here</a></sub></details>||
-|Lexus|RX Hybrid 2016|Lexus Safety System+|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Lexus&model=RX Hybrid 2016">Buy Here</a></sub></details>||
+|Lexus|ES Hybrid 2019-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=ES Hybrid 2019-23">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|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>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Lexus&model=RX Hybrid 2017-19">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 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=GS F 2016">Buy Here</a></sub></details>||
-|Lexus|RX Hybrid 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Lexus&model=RX Hybrid 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 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=IS 2017-19">Buy Here</a></sub></details>||
-|Lexus|UX Hybrid 2019-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Lexus&model=UX Hybrid 2019-23">Buy Here</a></sub></details>||
+|Lexus|IS 2022-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=IS 2022-23">Buy Here</a></sub></details>||
-|Lincoln|Aviator 2020-21|Co-Pilot360 Plus|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Lincoln&model=Aviator 2020-21">Buy Here</a></sub></details>||
+|Lexus|NX 2018-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=NX 2018-19">Buy Here</a></sub></details>||
-|MAN|eTGE 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=MAN&model=eTGE 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Lexus|NX 2020-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=NX 2020-21">Buy Here</a></sub></details>||
-|MAN|TGE 2017-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=MAN&model=TGE 2017-23">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Lexus|NX Hybrid 2018-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=NX Hybrid 2018-19">Buy Here</a></sub></details>||
-|Mazda|CX-5 2022-23|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 Mazda connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Mazda&model=CX-5 2022-23">Buy Here</a></sub></details>||
+|Lexus|NX Hybrid 2020-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=NX Hybrid 2020-21">Buy Here</a></sub></details>||
-|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>View</summary><sub>- 1 Mazda connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Mazda&model=CX-9 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/dA3duO4a0O4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Lexus|RC 2018-20|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RC 2018-20">Buy Here</a></sub></details>||
-|Nissan|Altima 2019-20|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 Nissan B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Nissan&model=Altima 2019-20">Buy Here</a></sub></details>||
+|Lexus|RX 2016|Lexus Safety System+|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RX 2016">Buy Here</a></sub></details>||
-|Nissan|Leaf 2018-23|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 Nissan A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Nissan&model=Leaf 2018-23">Buy Here</a></sub></details>|<a href="https://youtu.be/vaMbtAh_0cY" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Lexus|RX 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RX 2017-19">Buy Here</a></sub></details>||
-|Nissan|Rogue 2018-20|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 Nissan A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Nissan&model=Rogue 2018-20">Buy Here</a></sub></details>||
+|Lexus|RX 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RX 2020-22">Buy Here</a></sub></details>||
-|Nissan|X-Trail 2017|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 Nissan A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Nissan&model=X-Trail 2017">Buy Here</a></sub></details>||
+|Lexus|RX Hybrid 2016|Lexus Safety System+|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RX Hybrid 2016">Buy Here</a></sub></details>||
-|Ram|1500 2019-23|Adaptive Cruise Control (ACC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Ram connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Ram&model=1500 2019-23">Buy Here</a></sub></details>||
+|Lexus|RX Hybrid 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RX Hybrid 2017-19">Buy Here</a></sub></details>||
-|SEAT|Ateca 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=SEAT&model=Ateca 2018">Buy Here</a></sub></details>||
+|Lexus|RX Hybrid 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RX Hybrid 2020-22">Buy Here</a></sub></details>||
-|SEAT|Leon 2014-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=SEAT&model=Leon 2014-20">Buy Here</a></sub></details>||
+|Lexus|UX Hybrid 2019-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=UX Hybrid 2019-23">Buy Here</a></sub></details>||
-|Subaru|Ascent 2019-21|All[<sup>7</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Subaru&model=Ascent 2019-21">Buy Here</a></sub></details>||
+|Lincoln|Aviator 2020-21|Co-Pilot360 Plus|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lincoln&model=Aviator 2020-21">Buy Here</a></sub></details>||
-|Subaru|Crosstrek 2018-19|EyeSight Driver Assistance[<sup>7</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Subaru&model=Crosstrek 2018-19">Buy Here</a></sub></details>|<a href="https://youtu.be/Agww7oE1k-s?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|MAN|eTGE 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=MAN&model=eTGE 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Subaru|Crosstrek 2020-23|EyeSight Driver Assistance[<sup>7</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Subaru&model=Crosstrek 2020-23">Buy Here</a></sub></details>||
+|MAN|TGE 2017-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=MAN&model=TGE 2017-23">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Subaru|Forester 2019-21|All[<sup>7</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Subaru&model=Forester 2019-21">Buy Here</a></sub></details>||
+|Mazda|CX-5 2022-24|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Mazda connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Mazda&model=CX-5 2022-24">Buy Here</a></sub></details>||
-|Subaru|Impreza 2017-19|EyeSight Driver Assistance[<sup>7</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Subaru&model=Impreza 2017-19">Buy Here</a></sub></details>||
+|Mazda|CX-9 2021-23|All|Stock|0 mph|28 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Mazda connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Mazda&model=CX-9 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/dA3duO4a0O4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Subaru|Impreza 2020-22|EyeSight Driver Assistance[<sup>7</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Subaru&model=Impreza 2020-22">Buy Here</a></sub></details>||
+|Nissan|Altima 2019-20|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Nissan&model=Altima 2019-20">Buy Here</a></sub></details>||
-|Subaru|Legacy 2020-22|All[<sup>7</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru B connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Subaru&model=Legacy 2020-22">Buy Here</a></sub></details>||
+|Nissan|Leaf 2018-23|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Nissan&model=Leaf 2018-23">Buy Here</a></sub></details>|<a href="https://youtu.be/vaMbtAh_0cY" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Subaru|Outback 2020-22|All[<sup>7</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru B connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Subaru&model=Outback 2020-22">Buy Here</a></sub></details>||
+|Nissan|Rogue 2018-20|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Nissan&model=Rogue 2018-20">Buy Here</a></sub></details>||
-|Subaru|XV 2018-19|EyeSight Driver Assistance[<sup>7</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Subaru&model=XV 2018-19">Buy Here</a></sub></details>|<a href="https://youtu.be/Agww7oE1k-s?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Nissan|X-Trail 2017|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Nissan&model=X-Trail 2017">Buy Here</a></sub></details>||
-|Subaru|XV 2020-21|EyeSight Driver Assistance[<sup>7</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Subaru&model=XV 2020-21">Buy Here</a></sub></details>||
+|Ram|1500 2019-23|Adaptive Cruise Control (ACC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Ram connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ram&model=1500 2019-23">Buy Here</a></sub></details>||
-|Škoda|Fabia 2022-23[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Škoda&model=Fabia 2022-23">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
+|SEAT|Ateca 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=SEAT&model=Ateca 2018">Buy Here</a></sub></details>||
-|Škoda|Kamiq 2021[<sup>9,11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Škoda&model=Kamiq 2021">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
+|SEAT|Leon 2014-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=SEAT&model=Leon 2014-20">Buy Here</a></sub></details>||
-|Škoda|Karoq 2019-21[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Škoda&model=Karoq 2019-21">Buy Here</a></sub></details>||
+|Subaru|Ascent 2019-21|All[<sup>7</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Ascent 2019-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
-|Škoda|Kodiaq 2017-23[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Škoda&model=Kodiaq 2017-23">Buy Here</a></sub></details>||
+|Subaru|Crosstrek 2018-19|EyeSight Driver Assistance[<sup>7</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Crosstrek 2018-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|<a href="https://youtu.be/Agww7oE1k-s?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Škoda|Octavia 2015, 2018-19[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Škoda&model=Octavia 2015, 2018-19">Buy Here</a></sub></details>||
+|Subaru|Crosstrek 2020-23|EyeSight Driver Assistance[<sup>7</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Crosstrek 2020-23">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
-|Škoda|Octavia RS 2016[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Škoda&model=Octavia RS 2016">Buy Here</a></sub></details>||
+|Subaru|Forester 2019-21|All[<sup>7</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Forester 2019-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
-|Škoda|Scala 2020-23[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Škoda&model=Scala 2020-23">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
+|Subaru|Impreza 2017-19|EyeSight Driver Assistance[<sup>7</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Impreza 2017-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
-|Škoda|Superb 2015-22[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Škoda&model=Superb 2015-22">Buy Here</a></sub></details>||
+|Subaru|Impreza 2020-22|EyeSight Driver Assistance[<sup>7</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Impreza 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
-|Toyota|Alphard 2019-20|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Alphard 2019-20">Buy Here</a></sub></details>||
+|Subaru|Legacy 2020-22|All[<sup>7</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru B connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Legacy 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
-|Toyota|Alphard Hybrid 2021|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Alphard Hybrid 2021">Buy Here</a></sub></details>||
+|Subaru|Outback 2020-22|All[<sup>7</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru B connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Outback 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
-|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>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Avalon 2016">Buy Here</a></sub></details>||
+|Subaru|XV 2018-19|EyeSight Driver Assistance[<sup>7</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=XV 2018-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|<a href="https://youtu.be/Agww7oE1k-s?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|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>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Avalon 2017-18">Buy Here</a></sub></details>||
+|Subaru|XV 2020-21|EyeSight Driver Assistance[<sup>7</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=XV 2020-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
-|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>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Avalon 2019-21">Buy Here</a></sub></details>||
+|Škoda|Fabia 2022-23[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Fabia 2022-23">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
-|Toyota|Avalon 2022|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Avalon 2022">Buy Here</a></sub></details>||
+|Škoda|Kamiq 2021-23[<sup>9,11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Kamiq 2021-23">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
-|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>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Avalon Hybrid 2019-21">Buy Here</a></sub></details>||
+|Škoda|Karoq 2019-23[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Karoq 2019-23">Buy Here</a></sub></details>||
-|Toyota|Avalon Hybrid 2022|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Avalon Hybrid 2022">Buy Here</a></sub></details>||
+|Škoda|Kodiaq 2017-23[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Kodiaq 2017-23">Buy Here</a></sub></details>||
-|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>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=C-HR 2017-20">Buy Here</a></sub></details>||
+|Škoda|Octavia 2015-19[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Octavia 2015-19">Buy Here</a></sub></details>||
-|Toyota|C-HR 2021|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=C-HR 2021">Buy Here</a></sub></details>||
+|Škoda|Octavia RS 2016[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Octavia RS 2016">Buy Here</a></sub></details>||
-|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>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=C-HR Hybrid 2017-20">Buy Here</a></sub></details>||
+|Škoda|Scala 2020-23[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Scala 2020-23">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
-|Toyota|C-HR Hybrid 2021-22|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=C-HR Hybrid 2021-22">Buy Here</a></sub></details>||
+|Škoda|Superb 2015-22[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Superb 2015-22">Buy Here</a></sub></details>||
-|Toyota|Camry 2018-20|All|Stock|0 mph[<sup>8</sup>](#footnotes)|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Camry 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=fkcjviZY9CM" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Alphard 2019-20|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Alphard 2019-20">Buy Here</a></sub></details>||
-|Toyota|Camry 2021-23|All|openpilot|0 mph[<sup>8</sup>](#footnotes)|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Camry 2021-23">Buy Here</a></sub></details>||
+|Toyota|Alphard Hybrid 2021|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Alphard Hybrid 2021">Buy Here</a></sub></details>||
-|Toyota|Camry Hybrid 2018-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Camry Hybrid 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Q2DYY0AWKgk" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Avalon 2016|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Avalon 2016">Buy Here</a></sub></details>||
-|Toyota|Camry Hybrid 2021-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Camry Hybrid 2021-23">Buy Here</a></sub></details>||
+|Toyota|Avalon 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Avalon 2017-18">Buy Here</a></sub></details>||
-|Toyota|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>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=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 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Avalon 2019-21">Buy Here</a></sub></details>||
-|Toyota|Corolla 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Corolla 2020-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=_66pXk0CBYA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Avalon 2022|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Avalon 2022">Buy Here</a></sub></details>||
-|Toyota|Corolla Cross (Non-US only) 2020-23|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=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 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Avalon Hybrid 2019-21">Buy Here</a></sub></details>||
-|Toyota|Corolla Cross Hybrid (Non-US only) 2020-22|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=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 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Avalon Hybrid 2022">Buy Here</a></sub></details>||
-|Toyota|Corolla Hatchback 2019-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Corolla Hatchback 2019-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=_66pXk0CBYA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|C-HR 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=C-HR 2017-20">Buy Here</a></sub></details>||
-|Toyota|Corolla Hybrid 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Corolla Hybrid 2020-22">Buy Here</a></sub></details>||
+|Toyota|C-HR 2021|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=C-HR 2021">Buy Here</a></sub></details>||
-|Toyota|Corolla Hybrid (Non-US only) 2020-23|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Corolla Hybrid (Non-US 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 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=C-HR Hybrid 2017-20">Buy Here</a></sub></details>||
-|Toyota|Highlander 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Highlander 2017-19">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=0wS0wXSLzoo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|C-HR Hybrid 2021-22|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=C-HR Hybrid 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>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Highlander 2020-23">Buy Here</a></sub></details>||
+|Toyota|Camry 2018-20|All|Stock|0 mph[<sup>8</sup>](#footnotes)|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Camry 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=fkcjviZY9CM" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Toyota|Highlander Hybrid 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Highlander Hybrid 2017-19">Buy Here</a></sub></details>||
+|Toyota|Camry 2021-24|All|openpilot|0 mph[<sup>8</sup>](#footnotes)|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Camry 2021-24">Buy Here</a></sub></details>||
-|Toyota|Highlander Hybrid 2020-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=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 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Camry Hybrid 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Q2DYY0AWKgk" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Toyota|Mirai 2021|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=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 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Camry Hybrid 2021-24">Buy Here</a></sub></details>||
-|Toyota|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>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Prius 2016">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Corolla 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla 2017-19">Buy Here</a></sub></details>||
-|Toyota|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>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Prius 2017-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Corolla 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla 2020-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=_66pXk0CBYA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Toyota|Prius 2021-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Prius 2021-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=J58TvCpUd4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Corolla Cross (Non-US only) 2020-23|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla Cross (Non-US only) 2020-23">Buy Here</a></sub></details>||
-|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>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Prius Prime 2017-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Corolla Cross Hybrid (Non-US only) 2020-22|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla 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>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Prius Prime 2021-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=J58TvCpUd4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Corolla Hatchback 2019-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla Hatchback 2019-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=_66pXk0CBYA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Toyota|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-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=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 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla Hybrid 2020-22">Buy Here</a></sub></details>||
-|Toyota|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>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=RAV4 2016">Buy Here</a></sub></details>||
+|Toyota|Corolla Hybrid (Non-US only) 2020-23|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla Hybrid (Non-US only) 2020-23">Buy Here</a></sub></details>||
-|Toyota|RAV4 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=RAV4 2017-18">Buy Here</a></sub></details>||
+|Toyota|Highlander 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=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>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=RAV4 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=wJxjDd42gGA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Highlander 2020-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Highlander 2020-23">Buy Here</a></sub></details>||
-|Toyota|RAV4 2022|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=RAV4 2022">Buy Here</a></sub></details>||
+|Toyota|Highlander Hybrid 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Highlander Hybrid 2017-19">Buy Here</a></sub></details>||
-|Toyota|RAV4 Hybrid 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-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=RAV4 Hybrid 2016">Buy Here</a></sub></details>|<a href="https://youtu.be/LhT5VzJVfNI?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Highlander Hybrid 2020-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Highlander Hybrid 2020-23">Buy Here</a></sub></details>||
-|Toyota|RAV4 Hybrid 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=RAV4 Hybrid 2017-18">Buy Here</a></sub></details>|<a href="https://youtu.be/LhT5VzJVfNI?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Mirai 2021|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Mirai 2021">Buy Here</a></sub></details>||
-|Toyota|RAV4 Hybrid 2019-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=RAV4 Hybrid 2019-21">Buy Here</a></sub></details>||
+|Toyota|Prius 2016|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Prius 2016">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Toyota|RAV4 Hybrid 2022|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=RAV4 Hybrid 2022">Buy Here</a></sub></details>|<a href="https://youtu.be/U0nH9cnrFB0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Prius 2017-20|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Prius 2017-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Toyota|Sienna 2018-20|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota connector<br>- 1 comma power v2<br>- 1 comma three<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Toyota&model=Sienna 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=q1UPOo4Sh68" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Prius 2021-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Prius 2021-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=J58TvCpUd4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Volkswagen|Arteon 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Arteon 2018-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Prius Prime 2017-20|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Prius Prime 2017-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Volkswagen|Arteon eHybrid 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Arteon eHybrid 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Prius Prime 2021-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Prius Prime 2021-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=J58TvCpUd4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Volkswagen|Arteon R 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Arteon R 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|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-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Prius v 2017">Buy Here</a></sub></details>||
-|Volkswagen|Atlas 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Atlas 2018-23">Buy Here</a></sub></details>||
+|Toyota|RAV4 2016|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 2016">Buy Here</a></sub></details>||
-|Volkswagen|Atlas Cross Sport 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Atlas Cross Sport 2021-22">Buy Here</a></sub></details>||
+|Toyota|RAV4 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 2017-18">Buy Here</a></sub></details>||
-|Volkswagen|California 2021|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=California 2021">Buy Here</a></sub></details>||
+|Toyota|RAV4 2019-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=wJxjDd42gGA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Volkswagen|Caravelle 2020|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Caravelle 2020">Buy Here</a></sub></details>||
+|Toyota|RAV4 2022|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 2022">Buy Here</a></sub></details>||
-|Volkswagen|CC 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=CC 2018-22">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|RAV4 Hybrid 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-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 Hybrid 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|Crafter 2017-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Crafter 2017-23">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 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 Hybrid 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|e-Crafter 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=e-Crafter 2018-23">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 2019-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 Hybrid 2019-21">Buy Here</a></sub></details>||
-|Volkswagen|e-Golf 2014-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=e-Golf 2014-20">Buy Here</a></sub></details>||
+|Toyota|RAV4 Hybrid 2022|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=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|Golf 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Golf 2015-20">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-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=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 Alltrack 2015-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Golf Alltrack 2015-19">Buy Here</a></sub></details>||
+|Volkswagen|Arteon 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Arteon 2018-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Volkswagen|Golf GTD 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Golf GTD 2015-20">Buy Here</a></sub></details>||
+|Volkswagen|Arteon eHybrid 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Arteon eHybrid 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Volkswagen|Golf GTE 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Golf GTE 2015-20">Buy Here</a></sub></details>||
+|Volkswagen|Arteon R 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Arteon R 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Volkswagen|Golf GTI 2015-21|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Golf GTI 2015-21">Buy Here</a></sub></details>||
+|Volkswagen|Atlas 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Atlas 2018-23">Buy Here</a></sub></details>||
-|Volkswagen|Golf R 2015-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Golf R 2015-19">Buy Here</a></sub></details>||
+|Volkswagen|Atlas Cross Sport 2020-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Atlas Cross Sport 2020-22">Buy Here</a></sub></details>||
-|Volkswagen|Golf SportsVan 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Golf SportsVan 2015-20">Buy Here</a></sub></details>||
+|Volkswagen|California 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=California 2021-23">Buy Here</a></sub></details>||
-|Volkswagen|Grand California 2019-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Grand California 2019-23">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>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Caravelle 2020">Buy Here</a></sub></details>||
-|Volkswagen|Jetta 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Jetta 2018-22">Buy Here</a></sub></details>||
+|Volkswagen|CC 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=CC 2018-22">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Volkswagen|Jetta GLI 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Jetta GLI 2021-22">Buy Here</a></sub></details>||
+|Volkswagen|Crafter 2017-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Crafter 2017-23">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>10</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Passat 2015-22">Buy Here</a></sub></details>||
+|Volkswagen|e-Crafter 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=e-Crafter 2018-23">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>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Passat Alltrack 2015-22">Buy Here</a></sub></details>||
+|Volkswagen|e-Golf 2014-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=e-Golf 2014-20">Buy Here</a></sub></details>||
-|Volkswagen|Passat GTE 2015-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Passat GTE 2015-22">Buy Here</a></sub></details>||
+|Volkswagen|Golf 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf 2015-20">Buy Here</a></sub></details>||
-|Volkswagen|Polo 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Polo 2018-23">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
+|Volkswagen|Golf Alltrack 2015-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf Alltrack 2015-19">Buy Here</a></sub></details>||
-|Volkswagen|Polo GTI 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Polo GTI 2018-23">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
+|Volkswagen|Golf GTD 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf GTD 2015-20">Buy Here</a></sub></details>||
-|Volkswagen|T-Cross 2021|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=T-Cross 2021">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
+|Volkswagen|Golf GTE 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf GTE 2015-20">Buy Here</a></sub></details>||
-|Volkswagen|T-Roc 2021|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=T-Roc 2021">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
+|Volkswagen|Golf GTI 2015-21|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf GTI 2015-21">Buy Here</a></sub></details>||
-|Volkswagen|Taos 2022-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Taos 2022-23">Buy Here</a></sub></details>||
+|Volkswagen|Golf R 2015-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf R 2015-19">Buy Here</a></sub></details>||
-|Volkswagen|Teramont 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Teramont 2018-22">Buy Here</a></sub></details>||
+|Volkswagen|Golf SportsVan 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf SportsVan 2015-20">Buy Here</a></sub></details>||
-|Volkswagen|Teramont Cross Sport 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Teramont Cross Sport 2021-22">Buy Here</a></sub></details>||
+|Volkswagen|Grand California 2019-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Grand California 2019-23">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>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Teramont X 2021-22">Buy Here</a></sub></details>||
+|Volkswagen|Jetta 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Jetta 2018-22">Buy Here</a></sub></details>||
-|Volkswagen|Tiguan 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Tiguan 2018-23">Buy Here</a></sub></details>||
+|Volkswagen|Jetta GLI 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Jetta GLI 2021-22">Buy Here</a></sub></details>||
-|Volkswagen|Tiguan eHybrid 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Tiguan eHybrid 2021-23">Buy Here</a></sub></details>||
+|Volkswagen|Passat 2015-22[<sup>10</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Passat 2015-22">Buy Here</a></sub></details>||
-|Volkswagen|Touran 2016-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>View</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma three<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-three.html?make=Volkswagen&model=Touran 2016-23">Buy Here</a></sub></details>||
+|Volkswagen|Passat Alltrack 2015-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Passat Alltrack 2015-22">Buy Here</a></sub></details>||
+|Volkswagen|Passat GTE 2015-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Passat GTE 2015-22">Buy Here</a></sub></details>||
+|Volkswagen|Polo 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Polo 2018-23">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
+|Volkswagen|Polo GTI 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Polo GTI 2018-23">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
+|Volkswagen|T-Cross 2021|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=T-Cross 2021">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
+|Volkswagen|T-Roc 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=T-Roc 2018-22">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
+|Volkswagen|Taos 2022-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Taos 2022-23">Buy Here</a></sub></details>||
+|Volkswagen|Teramont 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Teramont 2018-22">Buy Here</a></sub></details>||
+|Volkswagen|Teramont Cross Sport 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Teramont Cross Sport 2021-22">Buy Here</a></sub></details>||
+|Volkswagen|Teramont X 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Teramont X 2021-22">Buy Here</a></sub></details>||
+|Volkswagen|Tiguan 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Tiguan 2018-23">Buy Here</a></sub></details>||
+|Volkswagen|Tiguan eHybrid 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Tiguan eHybrid 2021-23">Buy Here</a></sub></details>||
+|Volkswagen|Touran 2016-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 J533 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Touran 2016-23">Buy Here</a></sub></details>||
 
 ### Footnotes
-<sup>1</sup>Experimental openpilot longitudinal control is available behind a toggle; the toggle is only available in non-release branches such as `devel` or `master-ci`.  <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 `master-ci`. <br />
 <sup>2</sup>By default, this car will use the stock Adaptive Cruise Control (ACC) for longitudinal control. If the Driver Support Unit (DSU) is disconnected, openpilot ACC will replace stock ACC. <b><i>NOTE: disconnecting the DSU disables Automatic Emergency Braking (AEB).</i></b> <br />
 <sup>3</sup>Refers only to the Focus Mk4 (C519) available in Europe/China/Taiwan/Australasia, not the Focus Mk3 (C346) in North and South America/Southeast Asia. <br />
 <sup>4</sup>Requires a <a href="https://github.com/commaai/openpilot/wiki/GM#hardware" target="_blank">community built ASCM harness</a>. <b><i>NOTE: disconnecting the ASCM disables Automatic Emergency Braking (AEB).</i></b> <br />
 <sup>5</sup>2019 Honda Civic 1.6L Diesel Sedan does not have ALC below 12mph. <br />
-<sup>6</sup>Requires a <a href="https://comma.ai/shop/panda" target="_blank">red panda</a> for this <a href="https://en.wikipedia.org/wiki/CAN_FD" target="_blank">CAN FD car</a>. All the hardware needed is sold in the <a href="https://comma.ai/shop/can-fd-panda-kit" target="_blank">CAN FD kit</a>. <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>In the non-US market, openpilot requires the car to come equipped with EyeSight with Lane Keep Assistance. <br />
 <sup>8</sup>openpilot operates above 28mph for Camry 4CYL L, 4CYL LE and 4CYL SE which don't have Full-Speed Range Dynamic Radar Cruise Control. <br />
 <sup>9</sup>Not including the China market Kamiq, which is based on the (currently) unsupported PQ34 platform. <br />
 <sup>10</sup>Refers only to the MQB-based European B8 Passat, not the NMS Passat in the USA/China/Mideast markets. <br />
-<sup>11</sup>Some Škoda vehicles are equipped with heated windshields, which are known to block GPS signal needed for some comma three functionality. <br />
+<sup>11</sup>Some Škoda vehicles are equipped with heated windshields, which are known to block GPS signal needed for some comma 3X functionality. <br />
 <sup>12</sup>Only available for vehicles using a gateway (J533) harness. At this time, vehicles using a camera harness are limited to using stock ACC. <br />
 <sup>13</sup>Model-years 2022 and beyond may have a combined CAN gateway and BCM, which is supported by openpilot in software, but doesn't yet have a harness available from the comma store. <br />
 
@@ -306,12 +319,12 @@ If your car has the following packages or features, then it's a good candidate f
 
 ### FlexRay
 
-All the cars that openpilot supports use a [CAN bus](https://en.wikipedia.org/wiki/CAN_bus) for communication between all the car's computers, however a CAN bus isn't the only way that the cars in your computer can communicate. Most, if not all, vehicles from the following manufacturers use [FlexRay](https://en.wikipedia.org/wiki/FlexRay) instead of a CAN bus: **BMW, Mercedes, Audi, Land Rover, and some Volvo**. These cars may one day be supported, but we have no immediate plans to support FlexRay.
+All the cars that openpilot supports use a [CAN bus](https://en.wikipedia.org/wiki/CAN_bus) for communication between all the car's computers, however a CAN bus isn't the only way that the computers in your car can communicate. Most, if not all, vehicles from the following manufacturers use [FlexRay](https://en.wikipedia.org/wiki/FlexRay) instead of a CAN bus: **BMW, Mercedes, Audi, Land Rover, and some Volvo**. These cars may one day be supported, but we have no immediate plans to support FlexRay.
 
 ### Toyota Security
 
 openpilot does not yet support these Toyota models due to a new message authentication method.
-[Vote](https://comma.ai/shop/products/vote) if you'd like to see openpilot support on these models.
+[Vote](https://comma.ai/shop#toyota-security) if you'd like to see openpilot support on these models.
 
 * Toyota RAV4 Prime 2021+
 * Toyota Sienna 2021+

laika/__init__.py

@@ -1,9 +0,0 @@
-import logging
-import os
-
-from .astro_dog import AstroDog
-assert AstroDog is not None
-
-# setup logging
-LOGLEVEL = os.environ.get('LOGLEVEL', 'INFO').upper()
-logging.basicConfig(level=LOGLEVEL, format='%(message)s')

laika/astro_dog.py

@@ -1,396 +0,0 @@
-from collections import defaultdict
-from concurrent.futures import ThreadPoolExecutor
-from typing import DefaultDict, Dict, Iterable, List, Optional, Union
-
-from .constants import SECS_IN_DAY, SECS_IN_HR
-from .helpers import ConstellationId, get_constellation, get_closest, get_el_az, TimeRangeHolder
-from .ephemeris import Ephemeris, EphemerisType, GLONASSEphemeris, GPSEphemeris, PolyEphemeris, parse_sp3_orbits, parse_rinex_nav_msg_gps, \
-  parse_rinex_nav_msg_glonass
-from .downloader import download_orbits_gps, download_orbits_russia_src, download_nav, download_ionex, download_dcb, download_prediction_orbits_russia_src
-from .downloader import download_cors_station
-from .trop import saast
-from .iono import IonexMap, parse_ionex, get_slant_delay
-from .dcb import DCB, parse_dcbs
-from .gps_time import GPSTime
-from .dgps import get_closest_station_names, parse_dgps
-from . import constants
-
-MAX_DGPS_DISTANCE = 100_000  # in meters, because we're not barbarians
-
-
-class AstroDog:
-  '''
-  auto_update: flag indicating whether laika should fetch files from web automatically
-  cache_dir:   directory where data files are downloaded to and cached
-  dgps:        flag indicating whether laika should use dgps (CORS)
-               data to calculate pseudorange corrections
-  valid_const: list of constellation identifiers laika will try process
-  valid_ephem_types: set of ephemeris types that are allowed to use and download.
-                Default is set to use all orbit ephemeris types
-  clear_old_ephemeris: flag indicating if ephemeris for an individual satellite should be overwritten when new ephemeris is added.
-  '''
-
-  def __init__(self, auto_update=True,
-               cache_dir='/tmp/gnss/',
-               dgps=False,
-               valid_const=(ConstellationId.GPS, ConstellationId.GLONASS),
-               valid_ephem_types=EphemerisType.all_orbits(),
-               clear_old_ephemeris=False):
-
-    for const in valid_const:
-      if not isinstance(const, ConstellationId):
-        raise TypeError(f"valid_const must be a list of ConstellationId, got {const}")
-  
-    self.auto_update = auto_update
-    self.cache_dir = cache_dir
-    self.clear_old_ephemeris = clear_old_ephemeris
-    self.dgps = dgps
-    if not isinstance(valid_ephem_types, Iterable):
-      valid_ephem_types = [valid_ephem_types]
-    self.pull_orbit = len(set(EphemerisType.all_orbits()) & set(valid_ephem_types)) > 0
-    self.pull_nav = EphemerisType.NAV in valid_ephem_types
-    self.use_qcom_poly = EphemerisType.QCOM_POLY in valid_ephem_types
-    self.valid_const = valid_const
-    self.valid_ephem_types = valid_ephem_types
-
-    self.orbit_fetched_times = TimeRangeHolder()
-    self.navs_fetched_times = TimeRangeHolder()
-    self.dcbs_fetched_times = TimeRangeHolder()
-
-    self.dgps_delays = []
-    self.ionex_maps: List[IonexMap] = []
-    self.orbits: DefaultDict[str, List[PolyEphemeris]] = defaultdict(list)
-    self.qcom_polys: DefaultDict[str, List[PolyEphemeris]] = defaultdict(list)
-    self.navs: DefaultDict[str, List[Union[GPSEphemeris, GLONASSEphemeris]]] = defaultdict(list)
-    self.dcbs: DefaultDict[str, List[DCB]] = defaultdict(list)
-
-    self.cached_ionex: Optional[IonexMap] = None
-    self.cached_dgps = None
-    self.cached_orbit: DefaultDict[str, Optional[PolyEphemeris]] = defaultdict(lambda: None)
-    self.cached_qcom_polys: DefaultDict[str, Optional[PolyEphemeris]] = defaultdict(lambda: None)
-    self.cached_nav: DefaultDict[str, Union[GPSEphemeris, GLONASSEphemeris, None]] = defaultdict(lambda: None)
-    self.cached_dcb: DefaultDict[str, Optional[DCB]] = defaultdict(lambda: None)
-
-  def get_ionex(self, time) -> Optional[IonexMap]:
-    ionex: Optional[IonexMap] = self._get_latest_valid_data(self.ionex_maps, self.cached_ionex, self.get_ionex_data, time)
-    if ionex is None:
-      if self.auto_update:
-        raise RuntimeError("Pulled ionex, but still can't get valid for time " + str(time))
-    else:
-      self.cached_ionex = ionex
-    return ionex
-
-  def get_nav(self, prn, time):
-    skip_download = time in self.navs_fetched_times
-    nav = self._get_latest_valid_data(self.navs[prn], self.cached_nav[prn], self.get_nav_data, time, skip_download)
-    if nav is not None:
-      self.cached_nav[prn] = nav
-    return nav
-
-  @staticmethod
-  def _select_valid_temporal_items(item_dict, time, cache):
-    '''Returns only valid temporal item for specific time from currently fetched
-    data.'''
-    result = {}
-    for prn, temporal_objects in item_dict.items():
-      cached = cache[prn]
-      if cached is not None and cached.valid(time):
-        obj = cached
-      else:
-        obj = get_closest(time, temporal_objects)
-        if obj is None or not obj.valid(time):
-          continue
-        cache[prn] = obj
-      result[prn] = obj
-    return result
-
-  def get_all_ephem_prns(self):
-    return set(self.orbits.keys()).union(set(self.navs.keys())).union(set(self.qcom_polys.keys()))
-
-  def get_navs(self, time):
-    if time not in self.navs_fetched_times:
-      self.get_nav_data(time)
-    return AstroDog._select_valid_temporal_items(self.navs, time, self.cached_nav)
-
-  def get_orbit(self, prn: str, time: GPSTime):
-    skip_download = time in self.orbit_fetched_times
-    orbit = self._get_latest_valid_data(self.orbits[prn], self.cached_orbit[prn], self.get_orbit_data, time, skip_download)
-    if orbit is not None:
-      self.cached_orbit[prn] = orbit
-    return orbit
-
-  def get_qcom_poly(self, prn: str, time: GPSTime):
-    poly = self._get_latest_valid_data(self.qcom_polys[prn], self.cached_qcom_polys[prn], None, time, True)
-    if poly is not None:
-      self.cached_qcom_polys[prn] = poly
-    return poly
-
-  def get_orbits(self, time):
-    if time not in self.orbit_fetched_times:
-      self.get_orbit_data(time)
-    return AstroDog._select_valid_temporal_items(self.orbits, time, self.cached_orbit)
-
-  def get_dcb(self, prn, time):
-    skip_download = time in self.dcbs_fetched_times
-    dcb = self._get_latest_valid_data(self.dcbs[prn], self.cached_dcb[prn], self.get_dcb_data, time, skip_download)
-    if dcb is not None:
-      self.cached_dcb[prn] = dcb
-    return dcb
-
-  def get_dgps_corrections(self, time, recv_pos):
-    latest_data = self._get_latest_valid_data(self.dgps_delays, self.cached_dgps, self.get_dgps_data, time, recv_pos=recv_pos)
-    if latest_data is None:
-      if self.auto_update:
-        raise RuntimeError("Pulled dgps, but still can't get valid for time " + str(time))
-    else:
-      self.cached_dgps = latest_data
-    return latest_data
-
-  def add_qcom_polys(self, new_ephems: Dict[str, List[Ephemeris]]):
-    self._add_ephems(new_ephems, self.qcom_polys)
-
-  def add_orbits(self, new_ephems: Dict[str, List[Ephemeris]]):
-    self._add_ephems(new_ephems, self.orbits)
-
-  def add_navs(self, new_ephems: Dict[str, List[Ephemeris]]):
-    self._add_ephems(new_ephems, self.navs)
-
-  def _add_ephems(self, new_ephems: Dict[str, List[Ephemeris]], ephems_dict):
-    for k, v in new_ephems.items():
-      if len(v) > 0:
-        if self.clear_old_ephemeris:
-          ephems_dict[k] = v
-        else:
-          ephems_dict[k].extend(v)
-
-  def add_ephem_fetched_time(self, ephems, fetched_times):
-    min_epochs = []
-    max_epochs = []
-    for v in ephems.values():
-      if len(v) > 0:
-        min_ephem, max_ephem = self.get_epoch_range(v)
-        min_epochs.append(min_ephem)
-        max_epochs.append(max_ephem)
-    if len(min_epochs) > 0:
-      min_epoch = min(min_epochs)
-      max_epoch = max(max_epochs)
-      fetched_times.add(min_epoch, max_epoch)
-
-  def get_nav_data(self, time):
-    def download_and_parse(constellation, parse_rinex_nav_func):
-      file_path = download_nav(time, cache_dir=self.cache_dir, constellation=constellation)
-      return parse_rinex_nav_func(file_path) if file_path else {}
-
-    fetched_ephems = {}
-
-    if ConstellationId.GPS in self.valid_const:
-      fetched_ephems = download_and_parse(ConstellationId.GPS, parse_rinex_nav_msg_gps)
-    if ConstellationId.GLONASS in self.valid_const:
-      for k, v in download_and_parse(ConstellationId.GLONASS, parse_rinex_nav_msg_glonass).items():
-        fetched_ephems.setdefault(k, []).extend(v)
-    self.add_navs(fetched_ephems)
-
-    if sum([len(v) for v in fetched_ephems.values()]) == 0:
-      begin_day = GPSTime(time.week, SECS_IN_DAY * (time.tow // SECS_IN_DAY))
-      end_day = GPSTime(time.week, SECS_IN_DAY * (1 + (time.tow // SECS_IN_DAY)))
-      self.navs_fetched_times.add(begin_day, end_day)
-
-  def download_parse_orbit(self, gps_time: GPSTime, skip_before_epoch=None) -> Dict[str, List[PolyEphemeris]]:
-    # Download multiple days to be able to polyfit at the start-end of the day
-    time_steps = [gps_time - SECS_IN_DAY, gps_time, gps_time + SECS_IN_DAY]
-    with ThreadPoolExecutor() as executor:
-      futures_other = [executor.submit(download_orbits_russia_src, t, self.cache_dir, self.valid_ephem_types) for t in time_steps]
-      futures_gps = None
-      if ConstellationId.GPS in self.valid_const:
-        futures_gps = [executor.submit(download_orbits_gps, t, self.cache_dir, self.valid_ephem_types) for t in time_steps]
-
-      ephems_other = parse_sp3_orbits([f.result() for f in futures_other if f.result()], self.valid_const, skip_before_epoch)
-      ephems_us = parse_sp3_orbits([f.result() for f in futures_gps if f.result()], self.valid_const, skip_before_epoch) if futures_gps else {}
-
-    return {k: ephems_other.get(k, []) + ephems_us.get(k, []) for k in set(list(ephems_other.keys()) + list(ephems_us.keys()))}
-
-  def download_parse_prediction_orbit(self, gps_time: GPSTime):
-    assert EphemerisType.ULTRA_RAPID_ORBIT in self.valid_ephem_types
-    skip_until_epoch = gps_time - 2 * SECS_IN_HR
-
-    result = download_prediction_orbits_russia_src(gps_time, self.cache_dir)
-    if result is not None:
-      result = [result]
-    elif ConstellationId.GPS in self.valid_const:
-      # Slower fallback. Russia src prediction orbits are published from 2022
-      result = [download_orbits_gps(t, self.cache_dir, self.valid_ephem_types) for t in [gps_time - SECS_IN_DAY, gps_time]]
-    if result is None:
-      return {}
-    return parse_sp3_orbits(result, self.valid_const, skip_until_epoch=skip_until_epoch)
-
-  def get_orbit_data(self, time: GPSTime, only_predictions=False):
-    if only_predictions:
-      ephems_sp3 = self.download_parse_prediction_orbit(time)
-    else:
-      ephems_sp3 = self.download_parse_orbit(time)
-    if sum([len(v) for v in ephems_sp3.values()]) < 5:
-      raise RuntimeError(f'No orbit data found. For Time {time.as_datetime()} constellations {self.valid_const} valid ephem types {self.valid_ephem_types}')
-    self.add_ephem_fetched_time(ephems_sp3, self.orbit_fetched_times)
-    self.add_orbits(ephems_sp3)
-
-  def get_dcb_data(self, time):
-    file_path_dcb = download_dcb(time, cache_dir=self.cache_dir)
-    dcbs = parse_dcbs(file_path_dcb, self.valid_const)
-    for dcb in dcbs:
-      self.dcbs[dcb.prn].append(dcb)
-
-    if len(dcbs) != 0:
-      min_epoch, max_epoch = self.get_epoch_range(dcbs)
-      self.dcbs_fetched_times.add(min_epoch, max_epoch)
-
-  def get_epoch_range(self, new_ephems):
-    min_ephem = min(new_ephems, key=lambda e: e.epoch)
-    max_ephem = max(new_ephems, key=lambda e: e.epoch)
-    min_epoch = min_ephem.epoch - min_ephem.max_time_diff
-    max_epoch = max_ephem.epoch + max_ephem.max_time_diff
-    return min_epoch, max_epoch
-
-  def get_ionex_data(self, time):
-    file_path_ionex = download_ionex(time, cache_dir=self.cache_dir)
-    ionex_maps = parse_ionex(file_path_ionex)
-    for im in ionex_maps:
-      self.ionex_maps.append(im)
-
-  def get_dgps_data(self, time, recv_pos):
-    station_names = get_closest_station_names(recv_pos, k=8, max_distance=MAX_DGPS_DISTANCE, cache_dir=self.cache_dir)
-    for station_name in station_names:
-      file_path_station = download_cors_station(time, station_name, cache_dir=self.cache_dir)
-      if file_path_station:
-        dgps = parse_dgps(station_name, file_path_station,
-                          self, max_distance=MAX_DGPS_DISTANCE,
-                          required_constellations=self.valid_const)
-        if dgps is not None:
-          self.dgps_delays.append(dgps)
-          break
-
-  def get_tgd_from_nav(self, prn, time):
-    if get_constellation(prn) not in self.valid_const:
-      return None
-
-    eph = self.get_nav(prn, time)
-
-    if eph:
-      return eph.get_tgd()
-    return None
-
-  def get_eph(self, prn, time):
-    if get_constellation(prn) not in self.valid_const:
-      return None
-    eph = None
-    if self.pull_orbit:
-      eph = self.get_orbit(prn, time)
-    if not eph and self.pull_nav:
-      eph = self.get_nav(prn, time)
-    if not eph and self.use_qcom_poly:
-      eph = self.get_qcom_poly(prn, time)
-    return eph
-
-  def get_sat_info(self, prn, time):
-    eph = self.get_eph(prn, time)
-    if eph:
-      return eph.get_sat_info(time)
-    return None
-
-  def get_all_sat_info(self, time):
-    ephs = {}
-    if self.pull_orbit:
-      ephs = self.get_orbits(time)
-    if len(ephs) == 0 and self.pull_nav:
-      ephs = self.get_navs(time)
-
-    return {prn: eph.get_sat_info(time) for prn, eph in ephs.items()}
-
-  def get_glonass_channel(self, prn, time):
-    nav = self.get_nav(prn, time)
-    if nav:
-      return nav.channel
-    return None
-
-  def get_frequency(self, prn, time, signal='C1C'):
-    if get_constellation(prn) == ConstellationId.GPS:
-      switch = {'1': constants.GPS_L1,
-                '2': constants.GPS_L2,
-                '5': constants.GPS_L5,
-                '6': constants.GALILEO_E6,
-                '7': constants.GALILEO_E5B,
-                '8': constants.GALILEO_E5AB}
-      freq = switch.get(signal[1])
-      if freq:
-        return freq
-      raise NotImplementedError("Dont know this GPS frequency: ", signal, prn)
-    elif get_constellation(prn) == ConstellationId.GLONASS:
-      n = self.get_glonass_channel(prn, time)
-      if n is None:
-        return None
-      switch = {'1': constants.GLONASS_L1 + n * constants.GLONASS_L1_DELTA,
-                '2': constants.GLONASS_L2 + n * constants.GLONASS_L2_DELTA,
-                '5': constants.GLONASS_L5 + n * constants.GLONASS_L5_DELTA,
-                '6': constants.GALILEO_E6,
-                '7': constants.GALILEO_E5B,
-                '8': constants.GALILEO_E5AB}
-      freq = switch.get(signal[1])
-      if freq:
-        return freq
-      raise NotImplementedError("Dont know this GLONASS frequency: ", signal, prn)
-
-  def get_delay(self, prn, time, rcv_pos, no_dgps=False, signal='C1C', freq=None):
-    sat_info = self.get_sat_info(prn, time)
-    if sat_info is None:
-      return None
-    sat_pos = sat_info[0]
-    el, az = get_el_az(rcv_pos, sat_pos)
-    if el < 0.2:
-      return None
-    if self.dgps and not no_dgps:
-      return self._get_delay_dgps(prn, rcv_pos, time)
-
-    ionex = self.get_ionex(time)
-    if not freq and ionex is not None:
-      freq = self.get_frequency(prn, time, signal)
-    dcb = self.get_dcb(prn, time)
-    # When using internet we expect all data or return None
-    if self.auto_update and (ionex is None or dcb is None or freq is None):
-      return None
-    if ionex is not None:
-      iono_delay = ionex.get_delay(rcv_pos, az, el, sat_pos, time, freq)
-    else:
-      # 5m vertical delay is a good default
-      iono_delay = get_slant_delay(rcv_pos, az, el, sat_pos, time, freq, vertical_delay=5.0)
-    trop_delay = saast(rcv_pos, el)
-    code_bias = dcb.get_delay(signal) if dcb is not None else 0.
-    return iono_delay + trop_delay + code_bias
-
-  def _get_delay_dgps(self, prn, rcv_pos, time):
-    dgps_corrections = self.get_dgps_corrections(time, rcv_pos)
-    if dgps_corrections is None:
-      return None
-    return dgps_corrections.get_delay(prn, time)
-
-  def _get_latest_valid_data(self, data, latest_data, download_data_func, time, skip_download=False, recv_pos=None):
-    def is_valid(latest_data):
-      if recv_pos is None:
-        return latest_data is not None and latest_data.valid(time)
-      else:
-        return latest_data is not None and latest_data.valid(time, recv_pos)
-
-    if is_valid(latest_data):
-      return latest_data
-
-    latest_data = get_closest(time, data, recv_pos=recv_pos)
-    if is_valid(latest_data):
-      return latest_data
-    if skip_download or not self.auto_update:
-      return None
-    if recv_pos is not None:
-      download_data_func(time, recv_pos)
-    else:
-      download_data_func(time)
-    latest_data = get_closest(time, data, recv_pos=recv_pos)
-    if is_valid(latest_data):
-      return latest_data
-    return None

laika/constants.py

@@ -1,34 +0,0 @@
-# These are all from IS-GPS-200G unless otherwise noted
-
-SPEED_OF_LIGHT = 2.99792458e8  # m/s
-
-# Physical parameters of the Earth
-EARTH_GM = 3.986005e14  # m^3/s^2 (gravitational constant * mass of earth)
-EARTH_RADIUS = 6.3781e6  # m
-EARTH_ROTATION_RATE = 7.2921151467e-005  # rad/s (WGS84 earth rotation rate)
-
-# GPS system parameters:
-GPS_L1 = l1 = 1.57542e9  # Hz
-GPS_L2 = l2 = 1.22760e9  # Hz
-GPS_L5 = l5 = 1.17645e9  # Hz Also E5
-
-#GLONASS system parameters
-#TODO this is old convention
-GLONASS_L1 = 1.602e9
-GLONASS_L1_DELTA = 0.5625e6
-GLONASS_L2 = 1.246e9
-GLONASS_L2_DELTA = 0.4375e6
-GLONASS_L5 = 1.201e9
-GLONASS_L5_DELTA = 0.4375e6
-
-#Galileo system parameters:  # Has additional frequencies on E6
-#Source RINEX 2.11 document
-GALILEO_E5B = 1.207140e9  # Hz
-GALILEO_E5AB = 1.191795e9  # Hz
-GALILEO_E6 = 1.27875e9  # Hz
-
-SECS_IN_MIN = 60
-SECS_IN_HR = 60*SECS_IN_MIN
-SECS_IN_DAY = 24*SECS_IN_HR
-SECS_IN_WEEK = 7*SECS_IN_DAY
-SECS_IN_YEAR = 365*SECS_IN_DAY

laika/dcb.py

@@ -1,84 +0,0 @@
-from datetime import datetime
-from .constants import SECS_IN_HR, SECS_IN_WEEK, \
-                      SPEED_OF_LIGHT, GPS_L1, GPS_L2
-from .gps_time import GPSTime
-from .helpers import get_constellation
-import warnings
-
-
-class DCB:
-  def __init__(self, prn, data):
-    self.max_time_diff = 2*SECS_IN_WEEK
-    self.prn = prn
-    self.epoch = data['epoch']
-    self.healthy = True
-    if 'C1W_C2W' in data:
-      self.C1W_C2W = data['C1W_C2W']
-    elif 'C1P_C2P' in data:
-      self.C1W_C2W = data['C1P_C2P']
-    else:
-      self.healthy = False
-    if 'C1C_C1W' in data:
-      self.C1C_C1W = data['C1C_C1W']
-    elif 'C1C_C1P' in data:
-      self.C1C_C1W = data['C1C_C1P']
-    else:
-      self.healthy = False
-
-  def valid(self, time):
-    return abs(time - self.epoch) <= self.max_time_diff and self.healthy
-
-  def get_delay(self, signal):
-    if signal == 'C1C':
-      return (- SPEED_OF_LIGHT*1e-9*self.C1W_C2W*GPS_L2**2/(GPS_L1**2 - GPS_L2**2)
-              + SPEED_OF_LIGHT*1e-9*self.C1C_C1W)
-    if signal == 'C2P':
-      return (- SPEED_OF_LIGHT*1e-9*self.C1W_C2W*GPS_L1**2/(GPS_L1**2 - GPS_L2**2))
-    if signal == 'C1P':
-      return (SPEED_OF_LIGHT*1e-9*self.C1C_C1W)
-    ## Todo: update dcb database and get delay to include additional signals
-    if signal == 'C2C':
-      warnings.warn("Differential code bias not implemented for signal C2C", UserWarning)
-      return 0
-    if signal == 'C5C':
-      warnings.warn("Differential code bias not implemented for signal C5C", UserWarning)
-      return 0
-    if signal == 'C6C':
-      warnings.warn("Differential code bias not implemented for signal C6C", UserWarning)
-      return 0
-    if signal == 'C7C':
-      warnings.warn("Differential code bias not implemented for signal C7C", UserWarning)
-      return 0
-    if signal == 'C8C':
-      warnings.warn("Differential code bias not implemented for signal C8C", UserWarning)
-      return 0
-
-
-def parse_dcbs(file_name, SUPPORTED_CONSTELLATIONS):
-  with open(file_name, 'r+') as DCB_file:
-    contents = DCB_file.readlines()
-  data_started = False
-  dcbs_dict = {}
-  for line in contents:
-    if not data_started:
-      if line[1:4] == 'DSB':
-        data_started = True
-      else:
-        continue
-    line_components = line.split()
-    if len(line_components[2]) < 3:
-      break
-    prn = line_components[2]
-    if get_constellation(prn) not in SUPPORTED_CONSTELLATIONS:
-      continue
-    dcb_type = line_components[3] + '_' + line_components[4]
-    epoch = GPSTime.from_datetime(datetime.strptime(line_components[5], '%Y:%j:%f')) + 12*SECS_IN_HR
-    if prn not in dcbs_dict:
-      dcbs_dict[prn] = {}
-    dcbs_dict[prn][dcb_type] = float(line_components[8])
-    dcbs_dict[prn]['epoch'] = epoch
-
-  dcbs = []
-  for prn in dcbs_dict:
-    dcbs.append(DCB(prn, dcbs_dict[prn]))
-  return dcbs

laika/dgps.py

@@ -1,161 +0,0 @@
-import os
-import numpy as np
-from datetime import datetime
-
-from .gps_time import GPSTime
-from .constants import SECS_IN_YEAR
-from . import raw_gnss as raw
-from . import opt
-from .rinex_file import RINEXFile
-from .downloader import download_cors_coords
-from .helpers import get_constellation, ConstellationId
-
-def mean_filter(delay):
-  d2 = delay.copy()
-  max_step = 10
-  for i in range(max_step, len(delay) - max_step):
-    finite_idxs = np.where(np.isfinite(delay[i - max_step:i + max_step]))
-    if max_step in finite_idxs[0]:
-      step = min([max_step, finite_idxs[0][-1] - max_step, max_step - finite_idxs[0][0]])
-      d2[i] = np.nanmean(delay[i - step:i + step + 1])
-  return d2
-
-
-def download_and_parse_station_postions(cors_station_positions_path, cache_dir):
-  if not os.path.isfile(cors_station_positions_path):
-    cors_stations = {}
-    coord_file_paths = download_cors_coords(cache_dir=cache_dir)
-    for coord_file_path in coord_file_paths:
-      try:
-        station_id = coord_file_path.split('/')[-1][:4]
-        with open(coord_file_path, 'r+') as coord_file:
-          contents = coord_file.readlines()
-        phase_center = False
-        for line_number in range(len(contents)):
-          if 'L1 Phase Center' in contents[line_number]:
-            phase_center = True
-          if not phase_center and 'ITRF2014 POSITION' in contents[line_number]:
-            velocity = [float(contents[line_number+8].split()[3]),
-                        float(contents[line_number+9].split()[3]),
-                        float(contents[line_number+10].split()[3])]
-          if phase_center and 'ITRF2014 POSITION' in contents[line_number]:
-            epoch = GPSTime.from_datetime(datetime(2005,1,1))
-            position = [float(contents[line_number+2].split()[3]),
-                        float(contents[line_number+3].split()[3]),
-                        float(contents[line_number+4].split()[3])]
-            cors_stations[station_id] = [epoch, position, velocity]
-            break
-      except ValueError:
-        pass
-    cors_station_positions_file = open(cors_station_positions_path, 'wb')
-    np.save(cors_station_positions_file, cors_stations)
-    cors_station_positions_file.close()
-
-
-def get_closest_station_names(pos, k=5, max_distance=100000, cache_dir='/tmp/gnss/'):
-  from scipy.spatial import cKDTree
-
-  cors_station_positions_dict = load_cors_station_positions(cache_dir)
-  station_ids = list(cors_station_positions_dict.keys())
-  station_positions = []
-  for station_id in station_ids:
-    station_positions.append(cors_station_positions_dict[station_id][1])
-  tree = cKDTree(station_positions)
-  distances, idxs = tree.query(pos, k=k, distance_upper_bound=max_distance)
-  return np.array(station_ids)[idxs]
-
-
-def load_cors_station_positions(cache_dir):
-  cors_station_positions_path = cache_dir + 'cors_coord/cors_station_positions'
-  download_and_parse_station_postions(cors_station_positions_path, cache_dir)
-  with open(cors_station_positions_path, 'rb') as f:
-    return np.load(f, allow_pickle=True).item()  # pylint: disable=unexpected-keyword-arg
-
-
-def get_station_position(station_id, cache_dir='/tmp/gnss/', time=GPSTime.from_datetime(datetime.utcnow())):
-  cors_station_positions_dict = load_cors_station_positions(cache_dir)
-  epoch, pos, vel = cors_station_positions_dict[station_id]
-  return ((time - epoch)/SECS_IN_YEAR)*np.array(vel) + np.array(pos)
-
-
-def parse_dgps(station_id, station_obs_file_path, dog, max_distance=100000, required_constellations=[ConstellationId.GPS]):
-  station_pos = get_station_position(station_id, cache_dir=dog.cache_dir)
-  obsdata = RINEXFile(station_obs_file_path)
-  measurements = raw.read_rinex_obs(obsdata)
-
-  # if not all constellations in first 100 epochs bail
-  detected_constellations = set()
-  for m in sum(measurements[:100],[]):
-    detected_constellations.add(get_constellation(m.prn))
-  for constellation in required_constellations:
-    if constellation not in detected_constellations:
-      return None
-
-  proc_measurements = []
-  for measurement in measurements:
-    proc_measurements.append(raw.process_measurements(measurement, dog=dog))
-  # sample at 30s
-  if len(proc_measurements) > 2880:
-    proc_measurements = proc_measurements[::int(len(proc_measurements)/2880)]
-  if len(proc_measurements) != 2880:
-    return None
-
-  station_delays = {}
-  n = len(proc_measurements)
-  for signal in ['C1C', 'C2P']:
-    times = []
-    station_delays[signal] = {}
-    for i, proc_measurement in enumerate(proc_measurements):
-      times.append(proc_measurement[0].recv_time)
-      Fx_pos = opt.pr_residual(proc_measurement, signal=signal)
-      residual, _ = Fx_pos(list(station_pos) + [0,0])
-      residual = -np.array(residual)
-      for j, m in enumerate(proc_measurement):
-        prn = m.prn
-        if prn not in station_delays[signal]:
-          station_delays[signal][prn] = np.nan*np.ones(n)
-        station_delays[signal][prn][i] = residual[j]
-  assert len(times) == n
-
-  # TODO crude way to get dgps station's clock errors,
-  # could this be biased? Only use GPS for convenience.
-  model_delays = {}
-  for prn in station_delays['C1C']:
-    if get_constellation(prn) == ConstellationId.GPS:
-      model_delays[prn] = np.nan*np.zeros(n)
-      for i in range(n):
-        model_delays[prn][i] = dog.get_delay(prn, times[i], station_pos, no_dgps=True)
-  station_clock_errs = np.zeros(n)
-  for i in range(n):
-    station_clock_errs[i] = np.nanmean([(station_delays['C1C'][prn][i] - model_delays[prn][i]) for prn in model_delays])
-
-  # remove clock errors and smooth out signal
-  for prn in station_delays['C1C']:
-    station_delays['C1C'][prn] = mean_filter(station_delays['C1C'][prn] - station_clock_errs)
-  for prn in station_delays['C2P']:
-    station_delays['C2P'][prn] = station_delays['C2P'][prn] - station_clock_errs
-
-  return DGPSDelay(station_id, station_pos, station_delays,
-                   times, max_distance)
-
-
-class DGPSDelay:
-  def __init__(self, station_id, station_pos,
-               station_delays, station_delays_t, max_distance):
-    self.id = station_id
-    self.pos = station_pos
-    self.delays = station_delays
-    self.delays_t = station_delays_t
-    self.max_distance = max_distance
-
-  def get_delay(self, prn, time, signal='C1C'):
-    time_index = int((time - self.delays_t[0])/30)
-    assert abs(self.delays_t[time_index] - time) < 30
-    if prn in self.delays[signal] and np.isfinite(self.delays[signal][prn][time_index]):
-      return self.delays[signal][prn][time_index]
-    return None
-
-  def valid(self, time, recv_pos):
-    return (np.linalg.norm(recv_pos - self.pos) <= self.max_distance and
-            time - self.delays_t[0] > -30 and
-            self.delays_t[-1] - time > -30)

laika/downloader.py

@@ -1,483 +0,0 @@
-import certifi
-import ftplib
-import hatanaka
-import os
-import urllib.request
-import urllib.error
-import pycurl
-import re
-import time
-import socket
-import logging
-
-from datetime import datetime, timedelta
-from urllib.parse import urlparse
-from io import BytesIO
-from ftplib import FTP_TLS
-
-from atomicwrites import atomic_write
-
-from laika.ephemeris import EphemerisType
-from .constants import SECS_IN_HR, SECS_IN_DAY, SECS_IN_WEEK
-from .gps_time import GPSTime, tow_to_datetime
-from .helpers import ConstellationId
-
-dir_path = os.path.dirname(os.path.realpath(__file__))
-
-class DownloadFailed(Exception):
-  pass
-
-
-def retryable(f):
-  """
-  Decorator to allow us to pass multiple URLs from which to download.
-  Automatically retry the request with the next URL on failure
-  """
-  def wrapped(url_bases, *args, **kwargs):
-    if isinstance(url_bases, str):
-      # only one url passed, don't do the retry thing
-      return f(url_bases, *args, **kwargs)
-
-    # not a string, must be a list of url_bases
-    for url_base in url_bases:
-      try:
-        return f(url_base, *args, **kwargs)
-      except DownloadFailed as e:
-        logging.warning(e)
-    # none of them succeeded
-    raise DownloadFailed("Multiple URL failures attempting to pull file(s)")
-  return wrapped
-
-
-def ftp_connect(url):
-  parsed = urlparse(url)
-  assert parsed.scheme == 'ftp'
-  try:
-    domain = parsed.netloc
-    ftp = ftplib.FTP(domain, timeout=10)
-    ftp.login()
-  except (OSError, ftplib.error_perm):
-    raise DownloadFailed("Could not connect/auth to: " + domain)
-  try:
-    ftp.cwd(parsed.path)
-  except ftplib.error_perm:
-    raise DownloadFailed("Permission failure with folder: " + url)
-  return ftp
-
-
-@retryable
-def list_dir(url):
-  parsed = urlparse(url)
-  if parsed.scheme == 'ftp':
-    try:
-      ftp = ftp_connect(url)
-      return ftp.nlst()
-    except ftplib.error_perm:
-      raise DownloadFailed("Permission failure listing folder: " + url)
-  else:
-    # just connect and do simple url parsing
-    listing = https_download_file(url)
-    urls = re.findall(b"<a href=\"([^\"]+)\">", listing)
-    # decode the urls to normal strings. If they are complicated paths, ignore them
-    return [name.decode("latin1") for name in urls if name and b"/" not in name[1:]]
-
-
-def ftp_download_files(url_base, folder_path, cacheDir, filenames):
-  """
-  Like download file, but more of them. Keeps a persistent FTP connection open
-  to be more efficient.
-  """
-  folder_path_abs = os.path.join(cacheDir, folder_path)
-
-  ftp = ftp_connect(url_base + folder_path)
-
-  filepaths = []
-  for filename in filenames:
-    # os.path.join will be dumb if filename has a leading /
-    # if there is a / in the filename, then it's using a different folder
-    filename = filename.lstrip("/")
-    if "/" in filename:
-      continue
-    filepath = os.path.join(folder_path_abs, filename)
-    logging.debug("pulling from", url_base, "to", filepath)
-
-    if not os.path.isfile(filepath):
-      os.makedirs(folder_path_abs, exist_ok=True)
-      try:
-        ftp.retrbinary('RETR ' + filename, open(filepath, 'wb').write)
-      except (ftplib.error_perm):
-        raise DownloadFailed("Could not download file from: " + url_base + folder_path + filename)
-      except (socket.timeout):
-        raise DownloadFailed("Read timed out from: " + url_base + folder_path + filename)
-      filepaths.append(filepath)
-    else:
-      filepaths.append(filepath)
-  return filepaths
-
-
-def http_download_files(url_base, folder_path, cacheDir, filenames):
-  """
-  Similar to ftp_download_files, attempt to download multiple files faster than
-  just downloading them one-by-one.
-  Returns a list of filepaths instead of the raw data
-  """
-  folder_path_abs = os.path.join(cacheDir, folder_path)
-
-  def write_function(disk_path, handle):
-    def do_write(data):
-      open(disk_path, "wb").write(data)
-
-    return do_write
-
-  fetcher = pycurl.CurlMulti()
-  fetcher.setopt(pycurl.M_PIPELINING, 3)
-  fetcher.setopt(pycurl.M_MAX_HOST_CONNECTIONS, 64)
-  fetcher.setopt(pycurl.M_MAX_TOTAL_CONNECTIONS, 64)
-  filepaths = []
-  for filename in filenames:
-    # os.path.join will be dumb if filename has a leading /
-    # if there is a / in the filename, then it's using a different folder
-    filename = filename.lstrip("/")
-    if "/" in filename:
-      continue
-    filepath = os.path.join(folder_path_abs, filename)
-    if not os.path.isfile(filepath):
-      logging.debug("pulling from", url_base, "to", filepath)
-      os.makedirs(folder_path_abs, exist_ok=True)
-      url_path = url_base + folder_path + filename
-      handle = pycurl.Curl()
-      handle.setopt(pycurl.URL, url_path)
-      handle.setopt(pycurl.CONNECTTIMEOUT, 10)
-      handle.setopt(pycurl.WRITEFUNCTION, write_function(filepath, handle))
-      fetcher.add_handle(handle)
-      filepaths.append(filepath)
-
-  requests_processing = len(filepaths)
-  timeout = 10.0  # after 10 seconds of nothing happening, restart
-  deadline = time.time() + timeout
-  while requests_processing and time.time() < deadline:
-    while True:
-      ret, cur_requests_processing = fetcher.perform()
-      if ret != pycurl.E_CALL_MULTI_PERFORM:
-        _, success, failed = fetcher.info_read()
-        break
-    if requests_processing > cur_requests_processing:
-      deadline = time.time() + timeout
-      requests_processing = cur_requests_processing
-
-    if fetcher.select(1) < 0:
-      continue
-
-  # if there are downloads left to be done, repeat, and don't overwrite
-  _, requests_processing = fetcher.perform()
-  if requests_processing > 0:
-    logging.warning("some requests stalled, retrying them")
-    return http_download_files(url_base, folder_path, cacheDir, filenames)
-
-  return filepaths
-
-
-def https_download_file(url):
-  crl = pycurl.Curl()
-  crl.setopt(crl.CAINFO, certifi.where())
-  crl.setopt(crl.URL, url)
-  crl.setopt(crl.FOLLOWLOCATION, True)
-  crl.setopt(crl.SSL_CIPHER_LIST, 'DEFAULT@SECLEVEL=1')
-  crl.setopt(crl.COOKIEJAR, '/tmp/cddis_cookies')
-  crl.setopt(pycurl.CONNECTTIMEOUT, 10)
-  
-  buf = BytesIO()
-  crl.setopt(crl.WRITEDATA, buf)
-  crl.perform()
-  response = crl.getinfo(pycurl.RESPONSE_CODE)
-  crl.close()
-
-  if response != 200:
-    raise DownloadFailed('HTTPS error ' + str(response))
-  return buf.getvalue()
-
-
-def ftp_download_file(url):
-  try:
-    urlf = urllib.request.urlopen(url, timeout=10)
-    data_zipped = urlf.read()
-    urlf.close()
-    return data_zipped
-  except urllib.error.URLError as e:
-    raise DownloadFailed(e)
-
-def ftps_download_file(url):
-  parsed = urlparse(url)
-  try:
-    buf = BytesIO()
-    with FTP_TLS(parsed.hostname) as ftps:
-      ftps.login(user='anonymous')
-      ftps.prot_p()
-      ftps.retrbinary('RETR ' + parsed.path, buf.write)
-    return buf.getvalue()
-  except ftplib.all_errors as e:
-    raise DownloadFailed(e)
-
-@retryable
-def download_files(url_base, folder_path, cacheDir, filenames):
-  parsed = urlparse(url_base)
-  if parsed.scheme == 'ftp':
-    return ftp_download_files(url_base, folder_path, cacheDir, filenames)
-  else:
-    return http_download_files(url_base, folder_path, cacheDir, filenames)
-
-
-@retryable
-def download_file(url_base, folder_path, filename_zipped):
-  url = url_base + folder_path + filename_zipped
-  logging.debug('Downloading ' + url)
-  if url.startswith('https://'):
-    return https_download_file(url)
-  elif url.startswith('ftp://'):
-    return ftp_download_file(url)
-  elif url.startswith('sftp://'):
-    return ftps_download_file(url)
-  raise NotImplementedError('Did not find supported url scheme')
-
-
-def download_and_cache_file_return_first_success(url_bases, folder_and_file_names, cache_dir, compression='', overwrite=False, raise_error=False):
-  last_error = None
-  for folder_path, filename in folder_and_file_names:
-    try:
-      file = download_and_cache_file(url_bases, folder_path, cache_dir, filename, compression, overwrite)
-      return file
-    except DownloadFailed as e:
-      last_error = e
-
-  if last_error and raise_error:
-    raise last_error
-
-
-def download_and_cache_file(url_base, folder_path: str, cache_dir: str, filename: str, compression='', overwrite=False):
-  filename_zipped = filename + compression
-  folder_path_abs = os.path.join(cache_dir, folder_path)
-  filepath = str(hatanaka.get_decompressed_path(os.path.join(folder_path_abs, filename)))
-
-  filepath_attempt = filepath + '.attempt_time'
-
-  if os.path.exists(filepath_attempt):
-    with open(filepath_attempt, 'r') as rf:
-      last_attempt_time = float(rf.read())
-    if time.time() - last_attempt_time < SECS_IN_HR:
-      raise DownloadFailed(f"Too soon to try downloading {folder_path + filename_zipped} from {url_base} again since last attempt")
-  if not os.path.isfile(filepath) or overwrite:
-    try:
-      data_zipped = download_file(url_base, folder_path, filename_zipped)
-    except (DownloadFailed, pycurl.error, socket.timeout):
-      unix_time = time.time()
-      os.makedirs(folder_path_abs, exist_ok=True)
-      with atomic_write(filepath_attempt, mode='w', overwrite=True) as wf:
-        wf.write(str(unix_time))
-      raise DownloadFailed(f"Could not download {folder_path + filename_zipped} from {url_base} ")
-
-    os.makedirs(folder_path_abs, exist_ok=True)
-    ephem_bytes = hatanaka.decompress(data_zipped)
-    try:
-      with atomic_write(filepath, mode='wb', overwrite=overwrite) as f:
-        f.write(ephem_bytes)
-    except FileExistsError:
-      # Only happens when same file is downloaded in parallel by another process.
-      pass
-  return filepath
-
-
-# Currently, only GPS and Glonass are supported for daily and hourly data.
-CONSTELLATION_NASA_CHAR = {ConstellationId.GPS: 'n', ConstellationId.GLONASS: 'g'}
-
-
-def download_nav(time: GPSTime, cache_dir, constellation: ConstellationId):
-  t = time.as_datetime()
-  try:
-    if constellation not in CONSTELLATION_NASA_CHAR:
-      return None
-    c = CONSTELLATION_NASA_CHAR[constellation]
-    if GPSTime.from_datetime(datetime.utcnow()) - time > SECS_IN_DAY:
-      url_bases = (
-        'https://github.com/commaai/gnss-data/raw/master/gnss/data/daily/',
-        'sftp://gdc.cddis.eosdis.nasa.gov/gnss/data/daily/',
-      )
-      filename = t.strftime(f"brdc%j0.%y{c}")
-      folder_path = t.strftime(f'%Y/%j/%y{c}/')
-      compression = '.gz' if folder_path >= '2020/335/' else '.Z'
-      return download_and_cache_file(url_bases, folder_path, cache_dir+'daily_nav/', filename, compression)
-    else:
-      url_bases = (
-        'https://github.com/commaai/gnss-data-hourly/raw/master/',
-        'sftp://gdc.cddis.eosdis.nasa.gov/gnss/data/hourly/',
-      )
-      times = [t, (t - timedelta(hours=1))]
-      folder_and_filenames = [(t.strftime('%Y/%j/'), t.strftime(f"hour%j0.%y{c}")) for t in times]
-      compression = '.gz' if folder_and_filenames[0][0] >= '2020/336/' else '.Z'
-      # always overwrite as this file is appended
-      return download_and_cache_file_return_first_success(url_bases,
-        folder_and_filenames, cache_dir+'hourly_nav/', compression, overwrite=True)
-  except DownloadFailed:
-    pass
-
-
-def download_orbits_gps_cod0(time, cache_dir, ephem_types):
-  url_bases = (
-    'https://github.com/commaai/gnss-data/raw/master/gnss/products/',
-    'sftp://gdc.cddis.eosdis.nasa.gov/gnss/products/',
-  )
-
-  if EphemerisType.ULTRA_RAPID_ORBIT not in ephem_types:
-    # TODO: raise error here
-    return None
-
-  tm = tow_to_datetime(time.tow, time.week).timetuple()
-  doy = str(tm.tm_yday).zfill(3)
-  filename = f"COD0OPSULT_{tm.tm_year}{doy}0000_02D_05M_ORB.SP3"
-  # TODO: add hour management
-
-  folder_path = "%i/" % time.week
-  folder_file_names = [(folder_path, filename)]
-  return download_and_cache_file_return_first_success(url_bases, folder_file_names, cache_dir+'cddis_products/', compression='.gz')
-
-
-def download_orbits_gps(time, cache_dir, ephem_types):
-  url_bases = (
-    'https://github.com/commaai/gnss-data/raw/master/gnss/products/',
-    'sftp://gdc.cddis.eosdis.nasa.gov/gnss/products/',
-    'ftp://igs.ign.fr/pub/igs/products/',
-  )
-  folder_path = "%i/" % time.week
-  filenames = []
-  time_str = "%i%i" % (time.week, time.day)
-  # Download filenames in order of quality. Final -> Rapid -> Ultra-Rapid(newest first)
-  if EphemerisType.FINAL_ORBIT in ephem_types and GPSTime.from_datetime(datetime.utcnow()) - time > 3 * SECS_IN_WEEK:
-    filenames.append(f"igs{time_str}.sp3")
-  if EphemerisType.RAPID_ORBIT in ephem_types:
-    filenames.append(f"igr{time_str}.sp3")
-  if EphemerisType.ULTRA_RAPID_ORBIT in ephem_types:
-    filenames.extend([f"igu{time_str}_18.sp3",
-                      f"igu{time_str}_12.sp3",
-                      f"igu{time_str}_06.sp3",
-                      f"igu{time_str}_00.sp3"])
-  folder_file_names = [(folder_path, filename) for filename in filenames]
-  ret = download_and_cache_file_return_first_success(url_bases, folder_file_names, cache_dir+'cddis_products/', compression='.Z')
-  if ret is not None:
-    return ret
-
-  # fallback to COD0 Ultra Rapid Orbits
-  return download_orbits_gps_cod0(time, cache_dir, ephem_types)
-
-
-def download_prediction_orbits_russia_src(gps_time, cache_dir):
-  # Download single file that contains Ultra_Rapid predictions for GPS, GLONASS and other constellations
-  t = gps_time.as_datetime()
-  # Files exist starting at 29-01-2022
-  if t < datetime(2022, 1, 29):
-    return None
-  url_bases = 'https://github.com/commaai/gnss-data-alt/raw/master/MCC/PRODUCTS/'
-  folder_path = t.strftime('%y%j/ultra/')
-  file_prefix = "Stark_1D_" + t.strftime('%y%m%d')
-
-  # Predictions are 24H so previous day can also be used.
-  prev_day = (t - timedelta(days=1))
-  file_prefix_prev = "Stark_1D_" + prev_day.strftime('%y%m%d')
-  folder_path_prev = prev_day.strftime('%y%j/ultra/')
-
-  current_day = GPSTime.from_datetime(datetime(t.year, t.month, t.day))
-  # Ultra-Orbit is published in gnss-data-alt every 10th minute past the 5,11,17,23 hour.
-  # Predictions published are delayed by around 10 hours.
-  # Download latest file that includes gps_time with 20 minutes margin.:
-  if gps_time > current_day + 23.5 * SECS_IN_HR:
-    prev_day, current_day = [], [6, 12]
-  elif gps_time > current_day + 17.5 * SECS_IN_HR:
-    prev_day, current_day = [], [0, 6]
-  elif gps_time > current_day + 11.5 * SECS_IN_HR:
-    prev_day, current_day = [18], [0]
-  elif gps_time > current_day + 5.5 * SECS_IN_HR:
-    prev_day, current_day = [12, 18], []
-  else:
-    prev_day, current_day = [6, 12], []
-  # Example: Stark_1D_22060100.sp3
-  folder_and_file_names = [(folder_path, file_prefix + f"{h:02}.sp3") for h in reversed(current_day)] + \
-                          [(folder_path_prev, file_prefix_prev + f"{h:02}.sp3") for h in reversed(prev_day)]
-  return download_and_cache_file_return_first_success(url_bases, folder_and_file_names, cache_dir+'russian_products/', raise_error=True)
-
-
-def download_orbits_russia_src(time, cache_dir, ephem_types):
-  # Orbits from russian source. Contains GPS, GLONASS, GALILEO, BEIDOU
-  url_bases = (
-    'https://github.com/commaai/gnss-data-alt/raw/master/MCC/PRODUCTS/',
-    'ftp://ftp.glonass-iac.ru/MCC/PRODUCTS/',
-  )
-  t = time.as_datetime()
-  folder_paths = []
-  current_gps_time = GPSTime.from_datetime(datetime.utcnow())
-  filename = "Sta%i%i.sp3" % (time.week, time.day)
-  if EphemerisType.FINAL_ORBIT in ephem_types and current_gps_time - time > 2 * SECS_IN_WEEK:
-    folder_paths.append(t.strftime('%y%j/final/'))
-  if EphemerisType.RAPID_ORBIT in ephem_types:
-    folder_paths.append(t.strftime('%y%j/rapid/'))
-  if EphemerisType.ULTRA_RAPID_ORBIT in ephem_types:
-    folder_paths.append(t.strftime('%y%j/ultra/'))
-  folder_file_names = [(folder_path, filename) for folder_path in folder_paths]
-  return download_and_cache_file_return_first_success(url_bases, folder_file_names, cache_dir+'russian_products/')
-
-
-def download_ionex(time, cache_dir):
-  t = time.as_datetime()
-  url_bases = (
-    'https://github.com/commaai/gnss-data/raw/master/gnss/products/ionex/',
-    'sftp://gdc.cddis.eosdis.nasa.gov/gnss/products/ionex/',
-    'ftp://igs.ensg.ign.fr/pub/igs/products/ionosphere/',
-    'ftp://gssc.esa.int/gnss/products/ionex/',
-  )
-  folder_path = t.strftime('%Y/%j/')
-  filenames = [t.strftime("codg%j0.%yi"), t.strftime("c1pg%j0.%yi"), t.strftime("c2pg%j0.%yi")]
-
-  folder_file_names = [(folder_path, f) for f in filenames]
-  return download_and_cache_file_return_first_success(url_bases, folder_file_names, cache_dir+'ionex/', compression='.Z', raise_error=True)
-
-
-def download_dcb(time, cache_dir):
-  filenames = []
-  folder_paths = []
-  url_bases = (
-    'https://github.com/commaai/gnss-data/raw/master/gnss/products/bias/',
-    'sftp://gdc.cddis.eosdis.nasa.gov/gnss/products/bias/',
-    'ftp://igs.ign.fr/pub/igs/products/mgex/dcb/',
-  )
-  # seem to be a lot of data missing, so try many days
-  for time_step in [time - i * SECS_IN_DAY for i in range(14)]:
-    t = time_step.as_datetime()
-    folder_paths.append(t.strftime('%Y/'))
-    filenames.append(t.strftime("CAS0MGXRAP_%Y%j0000_01D_01D_DCB.BSX"))
-
-  return download_and_cache_file_return_first_success(url_bases, list(zip(folder_paths, filenames)), cache_dir+'dcb/', compression='.gz', raise_error=True)
-
-
-def download_cors_coords(cache_dir):
-  cache_subdir = cache_dir + 'cors_coord/'
-  url_bases = (
-    'https://geodesy.noaa.gov/corsdata/coord/coord_14/',
-    'https://alt.ngs.noaa.gov/corsdata/coord/coord_14/',
-  )
-  file_names = list_dir(url_bases)
-  file_names = [file_name for file_name in file_names if file_name.endswith('coord.txt')]
-  filepaths = download_files(url_bases, '', cache_subdir, file_names)
-  return filepaths
-
-
-def download_cors_station(time, station_name, cache_dir):
-  t = time.as_datetime()
-  folder_path = t.strftime('%Y/%j/') + station_name + '/'
-  filename = station_name + t.strftime("%j0.%yd")
-  url_bases = (
-    'https://geodesy.noaa.gov/corsdata/rinex/',
-    'https://alt.ngs.noaa.gov/corsdata/rinex/',
-  )
-  try:
-    filepath = download_and_cache_file(url_bases, folder_path, cache_dir+'cors_obs/', filename, compression='.gz')
-    return filepath
-  except DownloadFailed:
-    logging.warning("File not downloaded, check availability on server.")
-    return None

laika/ephemeris.capnp

@@ -1,106 +0,0 @@
-@0xb3ca6d2462778bb1;
-
-struct Ephemeris {
-  # This is according to the rinex (2?) format
-  svId @0 :UInt16;
-  year @1 :UInt16;
-  month @2 :UInt16;
-  day @3 :UInt16;
-  hour @4 :UInt16;
-  minute @5 :UInt16;
-  second @6 :Float32;
-  af0 @7 :Float64;
-  af1 @8 :Float64;
-  af2 @9 :Float64;
-
-  iode @10 :Float64;
-  crs @11 :Float64;
-  deltaN @12 :Float64;
-  m0 @13 :Float64;
-
-  cuc @14 :Float64;
-  ecc @15 :Float64;
-  cus @16 :Float64;
-  a @17 :Float64; # note that this is not the root!!
-
-  toe @18 :Float64;
-  cic @19 :Float64;
-  omega0 @20 :Float64;
-  cis @21 :Float64;
-
-  i0 @22 :Float64;
-  crc @23 :Float64;
-  omega @24 :Float64;
-  omegaDot @25 :Float64;
-
-  iDot @26 :Float64;
-  codesL2 @27 :Float64;
-  gpsWeekDEPRECATED @28 :Float64;
-  l2 @29 :Float64;
-
-  svAcc @30 :Float64;
-  svHealth @31 :Float64;
-  tgd @32 :Float64;
-  iodc @33 :Float64;
-
-  transmissionTime @34 :Float64;
-  fitInterval @35 :Float64;
-
-  toc @36 :Float64;
-
-  ionoCoeffsValid @37 :Bool;
-  ionoAlpha @38 :List(Float64);
-  ionoBeta @39 :List(Float64);
-
-  towCount @40 :UInt32;
-  toeWeek @41 :UInt16;
-  tocWeek @42 :UInt16;
-}
-
-struct GlonassEphemeris {
-  svId @0 :UInt16;
-  year @1 :UInt16;
-  dayInYear @2 :UInt16;
-  hour @3 :UInt16;
-  minute @4 :UInt16;
-  second @5 :Float32;
-
-  x @6 :Float64;
-  xVel @7 :Float64;
-  xAccel @8 :Float64;
-  y @9 :Float64;
-  yVel @10 :Float64;
-  yAccel @11 :Float64;
-  z @12 :Float64;
-  zVel @13 :Float64;
-  zAccel @14 :Float64;
-
-  svType @15 :UInt8;
-  svURA @16 :Float32;
-  age @17 :UInt8;
-
-  svHealth @18 :UInt8;
-  tkDEPRECATED @19 :UInt16;
-  tb @20 :UInt16;
-
-  tauN @21 :Float64;
-  deltaTauN @22 :Float64;
-  gammaN @23 :Float64;
-
-  p1 @24 :UInt8;
-  p2 @25 :UInt8;
-  p3 @26 :UInt8;
-  p4 @27 :UInt8;
-
-  freqNumDEPRECATED @28 :UInt32;
-
-  n4 @29 :UInt8;
-  nt @30 :UInt16;
-  freqNum @31 :Int16;
-  tkSeconds @32 :UInt32;
-}
-
-struct EphemerisCache {
-  gpsEphemerides @0 :List(Ephemeris);
-  glonassEphemerides @1 :List(GlonassEphemeris);
-}

laika/ephemeris.py

@@ -1,498 +0,0 @@
-import warnings
-from abc import ABC, abstractmethod
-from collections import defaultdict
-from enum import IntEnum
-from typing import Dict, List, Optional
-
-import numpy as np
-import numpy.polynomial.polynomial as poly
-from datetime import datetime
-from math import sin, cos, sqrt, fabs, atan2
-
-from .gps_time import GPSTime, utc_to_gpst
-from .constants import SPEED_OF_LIGHT, SECS_IN_MIN, SECS_IN_HR, SECS_IN_DAY, \
-                       EARTH_ROTATION_RATE, EARTH_GM
-from .helpers import get_constellation, get_prn_from_nmea_id
-
-import capnp
-import os
-capnp.remove_import_hook()
-capnp_path = os.path.abspath(os.path.join(os.path.dirname(os.path.realpath(__file__)), "ephemeris.capnp"))
-ephemeris_structs = capnp.load(capnp_path)
-
-
-def read4(f, rinex_ver):
-  line = f.readline()[:-1]
-  if rinex_ver == 2:
-    line = ' ' + line  # Shift 1 char to the right
-  line = line.replace('D', 'E')  # Handle bizarro float format
-  return float(line[4:23]), float(line[23:42]), float(line[42:61]), float(line[61:80])
-
-
-class EphemerisType(IntEnum):
-  # Matches the enum in log.capnp
-  NAV = 0
-  FINAL_ORBIT = 1
-  RAPID_ORBIT = 2
-  ULTRA_RAPID_ORBIT = 3
-  QCOM_POLY = 4
-
-  @staticmethod
-  def all_orbits():
-    return EphemerisType.FINAL_ORBIT, EphemerisType.RAPID_ORBIT, EphemerisType.ULTRA_RAPID_ORBIT
-
-  @classmethod
-  def from_file_name(cls, file_name: str):
-    if "/final" in file_name or "/igs" in file_name:
-      return EphemerisType.FINAL_ORBIT
-    if "/rapid" in file_name or "/igr" in file_name:
-      return EphemerisType.RAPID_ORBIT
-    if "/ultra" in file_name or "/igu" in file_name or "COD0OPSULT" in file_name:
-      return EphemerisType.ULTRA_RAPID_ORBIT
-    raise RuntimeError(f"Ephemeris type not found in filename: {file_name}")
-
-
-class Ephemeris(ABC):
-
-  def __init__(self, prn: str, epoch: GPSTime, eph_type: EphemerisType, healthy: bool, max_time_diff: float,
-               file_epoch: Optional[GPSTime] = None, file_name=None):
-    self.prn = prn
-    self.epoch = epoch
-    self.eph_type = eph_type
-    self.healthy = healthy
-    self.max_time_diff = max_time_diff
-    self.file_epoch = file_epoch
-    self.file_name = file_name
-    self.file_source = '' if file_name is None else file_name.split('/')[-1][:3]  # File source for the ephemeris (e.g. igu, igr, Sta)
-
-  def valid(self, time):
-    return abs(time - self.epoch) <= self.max_time_diff
-
-  def __repr__(self):
-    time = self.epoch.as_datetime().strftime('%Y-%m-%dT%H:%M:%S.%f')
-    return f"<{self.__class__.__name__} from {self.prn} at {time}>"
-
-  def get_sat_info(self, time: GPSTime):
-    """
-    Returns: (pos, vel, clock_err, clock_rate_err, ephemeris)
-    """
-    if not self.healthy:
-      return None
-    return list(self._get_sat_info(time)) + [self]
-
-  @abstractmethod
-  def _get_sat_info(self, time):
-    pass
-
-
-class GLONASSEphemeris(Ephemeris):
-  def __init__(self, data, file_name=None):
-    self.epoch = GPSTime.from_glonass(data.n4, data.nt, data.tb*15*SECS_IN_MIN)
-    super().__init__('R%02i' % data.svId, self.epoch, EphemerisType.NAV, data.svHealth==0, max_time_diff=25*SECS_IN_MIN, file_name=file_name)
-    self.data = data
-    self.epoch =  GPSTime.from_glonass(data.n4, data.nt, data.tb*15 * SECS_IN_MIN)
-    self.channel = data.freqNum
-
-  def _get_sat_info(self, time: GPSTime):
-    # see the russian doc for this:
-    # http://gauss.gge.unb.ca/GLONASS.ICD.pdf
-
-    eph = self.data
-    tdiff = time - self.epoch
-    # Clock correction (except for general relativity which is applied later)
-    clock_err = -eph.tauN + tdiff * eph.gammaN
-    clock_rate_err = eph.gammaN
-
-    def glonass_diff_eq(state, acc):
-      J2 = 1.0826257e-3
-      mu = 3.9860044e14
-      omega = 7.292115e-5
-      ae = 6378136.0
-      r = np.sqrt(state[0]**2 + state[1]**2 + state[2]**2)
-      ders = np.zeros(6)
-      if r**2 < 0:
-        return ders
-      a = 1.5 * J2 * mu * (ae**2)/ (r**5)
-      b = 5 * (state[2]**2) / (r**2)
-      c = -mu/(r**3) - a*(1-b)
-
-      ders[0:3] = state[3:6]
-      ders[3] = (c + omega**2)*state[0] + 2*omega*state[4] + acc[0]
-      ders[4] = (c + omega**2)*state[1] - 2*omega*state[3] + acc[1]
-      ders[5] = (c - 2*a)*state[2] + acc[2]
-      return ders
-
-    init_state = np.empty(6)
-    init_state[0] = eph.x
-    init_state[1] = eph.y
-    init_state[2] = eph.z
-    init_state[3] = eph.xVel
-    init_state[4] = eph.yVel
-    init_state[5] = eph.zVel
-    init_state = 1000*init_state
-    acc = 1000*np.array([eph.xAccel, eph.yAccel, eph.zAccel])
-    state = init_state
-    tstep = 90
-    if tdiff < 0:
-      tt = -tstep
-    elif tdiff > 0:
-      tt = tstep
-    while abs(tdiff) > 1e-9:
-      if abs(tdiff) < tstep:
-        tt = tdiff
-      k1 = glonass_diff_eq(state, acc)
-      k2 = glonass_diff_eq(state + k1*tt/2, -acc)
-      k3 = glonass_diff_eq(state + k2*tt/2, -acc)
-      k4 = glonass_diff_eq(state + k3*tt, -acc)
-      state += (k1 + 2*k2 + 2*k3 + k4)*tt/6.0
-      tdiff -= tt
-
-    pos = state[0:3]
-    vel = state[3:6]
-    return pos, vel, clock_err, clock_rate_err
-
-
-class PolyEphemeris(Ephemeris):
-  def __init__(self, prn: str, data, epoch: GPSTime, ephem_type: EphemerisType,
-               file_epoch: Optional[GPSTime] = None, file_name: Optional[str] = None, healthy=True, tgd=0,
-               max_time_diff: int=SECS_IN_HR):
-    super().__init__(prn, epoch, ephem_type, healthy, max_time_diff=max_time_diff, file_epoch=file_epoch, file_name=file_name)
-    self.data = data
-    self.tgd = tgd
-
-  def _get_sat_info(self, time: GPSTime):
-    dt = time - self.data['t0']
-    deg = self.data['deg']
-    deg_t = self.data['deg_t']
-    indices = np.arange(deg+1)[:,np.newaxis]
-    sat_pos = np.sum((dt**indices)*self.data['xyz'], axis=0)
-    indices = indices[1:]
-    sat_vel = np.sum(indices*(dt**(indices-1)*self.data['xyz'][1:]), axis=0)
-    time_err = sum((dt**p)*self.data['clock'][deg_t-p] for p in range(deg_t+1))
-    time_err_rate = sum(p*(dt**(p-1))*self.data['clock'][deg_t-p] for p in range(1,deg_t+1))
-    time_err_with_rel = time_err - 2*np.inner(sat_pos, sat_vel)/SPEED_OF_LIGHT**2
-    return sat_pos, sat_vel, time_err_with_rel, time_err_rate
-
-
-class GPSEphemeris(Ephemeris):
-  def __init__(self, data, file_name=None):
-    self.toe = GPSTime(data.toeWeek, data.toe)
-    self.toc = GPSTime(data.tocWeek, data.toc)
-    self.epoch = self.toc
-
-    super().__init__('G%02i' % data.svId, self.epoch, EphemerisType.NAV, data.svHealth==0, max_time_diff=2*SECS_IN_HR, file_name=file_name)
-    self.max_time_diff_tgd = SECS_IN_DAY
-    self.data = data
-    self.sqrta = np.sqrt(data.a)
-
-  def get_tgd(self):
-    return self.datatgd
-
-  def _get_sat_info(self, time: GPSTime):
-    eph = self.data
-    tdiff = time - self.toc  # Time of clock
-    clock_err = eph.af0 + tdiff * (eph.af1 + tdiff * eph.af2)
-    clock_rate_err = eph.af1 + 2 * tdiff * eph.af2\
-
-    # Orbit propagation
-    tdiff = time - self.toe  # Time of ephemeris (might be different from time of clock)
-
-    # Calculate position per IS-GPS-200D p 97 Table 20-IV
-    a = self.sqrta * self.sqrta # [m] Semi-major axis
-    ma_dot = sqrt(EARTH_GM / (a * a * a)) + eph.deltaN  # [rad/sec] Corrected mean motion
-    ma = eph.m0 + ma_dot * tdiff  # [rad] Corrected mean anomaly
-
-    # Iteratively solve for the Eccentric Anomaly (from Keith Alter and David Johnston)
-    ea = ma  # Starting value for E
-
-    ea_old = 2222
-    while fabs(ea - ea_old) > 1.0E-14:
-      ea_old = ea
-      tempd1 = 1.0 - eph.ecc * cos(ea_old)
-      ea = ea + (ma - ea_old + eph.ecc * sin(ea_old)) / tempd1
-    ea_dot = ma_dot / tempd1
-
-    # Relativistic correction term
-    einstein = -4.442807633E-10 * eph.ecc * self.sqrta * sin(ea)
-
-    # Begin calc for True Anomaly and Argument of Latitude
-    tempd2 = sqrt(1.0 - eph.ecc * eph.ecc)
-    # [rad] Argument of Latitude = True Anomaly + Argument of Perigee
-    al = atan2(tempd2 * sin(ea), cos(ea) - eph.ecc) + eph.omega
-    al_dot = tempd2 * ea_dot / tempd1
-
-    # Calculate corrected argument of latitude based on position
-    cal = al + eph.cus * sin(2.0 * al) + eph.cuc * cos(2.0 * al)
-    cal_dot = al_dot * (1.0 + 2.0 * (eph.cus * cos(2.0 * al) -
-                                     eph.cuc * sin(2.0 * al)))
-
-    # Calculate corrected radius based on argument of latitude
-    r = a * tempd1 + eph.crc * cos(2.0 * al) + eph.crs * sin(2.0 * al)
-    r_dot = (a * eph.ecc * sin(ea) * ea_dot +
-             2.0 * al_dot * (eph.crs * cos(2.0 * al) -
-                             eph.crc * sin(2.0 * al)))
-
-    # Calculate inclination based on argument of latitude
-    inc = (eph.i0 + eph.iDot * tdiff +
-           eph.cic * cos(2.0 * al) +
-           eph.cis * sin(2.0 * al))
-    inc_dot = (eph.iDot +
-               2.0 * al_dot * (eph.cis * cos(2.0 * al) -
-                               eph.cic * sin(2.0 * al)))
-
-    # Calculate position and velocity in orbital plane
-    x = r * cos(cal)
-    y = r * sin(cal)
-    x_dot = r_dot * cos(cal) - y * cal_dot
-    y_dot = r_dot * sin(cal) + x * cal_dot
-
-    # Corrected longitude of ascending node
-    om_dot = eph.omegaDot - EARTH_ROTATION_RATE
-    om = eph.omega0 + tdiff * om_dot - EARTH_ROTATION_RATE * self.toe.tow
-
-    # Compute the satellite's position in Earth-Centered Earth-Fixed coordinates
-    pos = np.empty(3)
-    pos[0] = x * cos(om) - y * cos(inc) * sin(om)
-    pos[1] = x * sin(om) + y * cos(inc) * cos(om)
-    pos[2] = y * sin(inc)
-
-    tempd3 = y_dot * cos(inc) - y * sin(inc) * inc_dot
-
-    # Compute the satellite's velocity in Earth-Centered Earth-Fixed coordinates
-    vel = np.empty(3)
-    vel[0] = -om_dot * pos[1] + x_dot * cos(om) - tempd3 * sin(om)
-    vel[1] = om_dot * pos[0] + x_dot * sin(om) + tempd3 * cos(om)
-    vel[2] = y * cos(inc) * inc_dot + y_dot * sin(inc)
-
-    clock_err += einstein
-
-    return pos, vel, clock_err, clock_rate_err
-
-
-def parse_sp3_orbits(file_names, supported_constellations, skip_until_epoch: Optional[GPSTime] = None) -> Dict[str, List[PolyEphemeris]]:
-  if skip_until_epoch is None:
-    skip_until_epoch = GPSTime(0, 0)
-  data: Dict[str, List] = {}
-  for file_name in file_names:
-    if file_name is None:
-      continue
-    with open(file_name) as f:
-      ephem_type = EphemerisType.from_file_name(file_name)
-      file_epoch = None
-      while True:
-        line = f.readline()[:-1]
-        if not line:
-          break
-        # epoch header
-        if line[0:2] == '* ':
-          year = int(line[3:7])
-          month = int(line[8:10])
-          day = int(line[11:13])
-          hour = int(line[14:16])
-          minute = int(line[17:19])
-          second = int(float(line[20:31]))
-          epoch = GPSTime.from_datetime(datetime(year, month, day, hour, minute, second))
-          if file_epoch is None:
-            file_epoch = epoch
-        # pos line
-        elif line[0] == 'P':
-          # Skipping data can reduce the time significantly when parsing the ephemeris
-          if epoch < skip_until_epoch:
-            continue
-          prn = line[1:4].replace(' ', '0')
-          # In old SP3 files vehicle ID doesn't contain constellation
-          # identifier. We assume that constellation is GPS when missing.
-          if prn[0] == '0':
-            prn = 'G' + prn[1:]
-          if get_constellation(prn) not in supported_constellations:
-            continue
-          if prn not in data:
-            data[prn] = []
-          #TODO this is a crappy way to deal with overlapping ultra rapid
-          if len(data[prn]) < 1 or epoch - data[prn][-1][1] > 0:
-            parsed = [(ephem_type, file_epoch, file_name),
-                      epoch,
-                      1e3 * float(line[4:18]),
-                      1e3 * float(line[18:32]),
-                      1e3 * float(line[32:46]),
-                      1e-6 * float(line[46:60])]
-            if (np.array(parsed[2:]) != 0).all():
-              data[prn].append(parsed)
-  ephems = {}
-  for prn in data:
-    ephems[prn] = read_prn_data(data, prn)
-  return ephems
-
-
-def read_prn_data(data, prn, deg=16, deg_t=1):
-  np_data_prn = np.array(data[prn], dtype=object)
-  # Currently, don't even bother with satellites that have unhealthy times
-  if len(np_data_prn) == 0 or (np_data_prn[:, 5] > .99).any():
-    return []
-  ephems = []
-  for i in range(len(np_data_prn) - deg):
-    epoch_index = i + deg // 2
-    epoch = np_data_prn[epoch_index][1]
-    measurements = np_data_prn[i:i + deg + 1, 1:5]
-
-    times = (measurements[:, 0] - epoch).astype(float)
-    if not (np.diff(times) != 900).any() and not (np.diff(times) != 300).any():
-      continue
-
-    poly_data = {}
-    poly_data['t0'] = epoch
-    with warnings.catch_warnings():
-      warnings.simplefilter("ignore")  # Ignores: UserWarning: The value of the smallest subnormal for <class 'numpy.float64'> type is zero.
-      poly_data['xyz'] = poly.polyfit(times, measurements[:, 1:].astype(float), deg)
-    poly_data['clock'] = [(np_data_prn[epoch_index + 1][5] - np_data_prn[epoch_index - 1][5]) / 1800, np_data_prn[epoch_index][5]]
-    poly_data['deg'] = deg
-    poly_data['deg_t'] = deg_t
-    # It can happen that a mix of orbit ephemeris types are used in the polyfit.
-    ephem_type, file_epoch, file_name = np_data_prn[epoch_index][0]
-    ephems.append(PolyEphemeris(prn, poly_data, epoch, ephem_type, file_epoch, file_name, healthy=True))
-  return ephems
-
-
-def parse_rinex_nav_msg_gps(file_name):
-  ephems = defaultdict(list)
-  got_header = False
-  rinex_ver = None
-  #ion_alpha = None
-  #ion_beta = None
-  f = open(file_name)
-  while True:
-    line = f.readline()[:-1]
-    if not line:
-      break
-    if not got_header:
-      if rinex_ver is None:
-        if line[60:80] != "RINEX VERSION / TYPE":
-          raise RuntimeError("Doesn't appear to be a RINEX file")
-        rinex_ver = int(float(line[0:9]))
-        if line[20] != "N":
-          raise RuntimeError("Doesn't appear to be a Navigation Message file")
-      #if line[60:69] == "ION ALPHA":
-      #  line = line.replace('D', 'E')  # Handle bizarro float format
-      #  ion_alpha= [float(line[3:14]), float(line[15:26]), float(line[27:38]), float(line[39:50])]
-      #if line[60:68] == "ION BETA":
-      #  line = line.replace('D', 'E')  # Handle bizarro float format
-      #  ion_beta= [float(line[3:14]), float(line[15:26]), float(line[27:38]), float(line[39:50])]
-      if line[60:73] == "END OF HEADER":
-        #ion = ion_alpha + ion_beta
-        got_header = True
-      continue
-    if rinex_ver == 3:
-      if line[0] != 'G':
-        continue
-    if rinex_ver == 3:
-      sv_id = int(line[1:3])
-      epoch = GPSTime.from_datetime(datetime.strptime(line[4:23], "%y %m %d %H %M %S"))
-    elif rinex_ver == 2:
-      sv_id = int(line[0:2])
-      # 2000 year is in RINEX file as 0, but Python requires two digit year: 00
-      epoch_str = line[3:20]
-      if epoch_str[0] == ' ':
-        epoch_str = '0' + epoch_str[1:]
-      epoch = GPSTime.from_datetime(datetime.strptime(epoch_str, "%y %m %d %H %M %S"))
-      line = ' ' + line  # Shift 1 char to the right
-
-    line = line.replace('D', 'E')  # Handle bizarro float format
-    e = {'svId': sv_id}
-    # TODO are TOC and TOE the same?
-    e['toc'] = epoch.tow
-    e['tocWeek'] = epoch.week
-    e['af0'] = float(line[23:42])
-    e['af1'] = float(line[42:61])
-    e['af2'] = float(line[61:80])
-
-    e['iode'], e['crs'], e['deltaN'], e['m0'] = read4(f, rinex_ver)
-    e['cuc'], e['ecc'], e['cus'], sqrta = read4(f, rinex_ver)
-    e['a'] = sqrta ** 2
-    e['toe'], e['cic'], e['omega0'], e['cis'] = read4(f, rinex_ver)
-    e['i0'], e['crc'], e['omega'], e['omegaDot'] = read4(f, rinex_ver)
-    e['iDot'], e['codesL2'], e['toeWeek'], l2_pflag = read4(f, rinex_ver)
-    e['svAcc'], e['svHealth'], e['tgd'], e['iodc'] = read4(f, rinex_ver)
-    f.readline()  # Discard last row
-
-    data_struct = ephemeris_structs.Ephemeris.new_message(**e)
-
-    ephem = GPSEphemeris(data_struct, file_name=file_name)
-    ephems[ephem.prn].append(ephem)
-  f.close()
-  return ephems
-
-
-def parse_rinex_nav_msg_glonass(file_name):
-  ephems = defaultdict(list)
-  f = open(file_name)
-  got_header = False
-  rinex_ver = None
-  while True:
-    line = f.readline()[:-1]
-    if not line:
-      break
-    if not got_header:
-      if rinex_ver is None:
-        if line[60:80] != "RINEX VERSION / TYPE":
-          raise RuntimeError("Doesn't appear to be a RINEX file")
-        rinex_ver = int(float(line[0:9]))
-        if line[20] != "G":
-          raise RuntimeError("Doesn't appear to be a Navigation Message file")
-      if line[60:73] == "END OF HEADER":
-        got_header = True
-      continue
-    if rinex_ver == 3:
-      sv_id = int(line[1:3])
-
-      epoch = utc_to_gpst(GPSTime.from_datetime(datetime.strptime(line[4:23], "%y %m %d %H %M %S")))
-    elif rinex_ver == 2:
-      sv_id = int(line[0:2])
-      epoch = utc_to_gpst(GPSTime.from_datetime(datetime.strptime(line[3:20], "%y %m %d %H %M %S")))
-      line = ' ' + line  # Shift 1 char to the right
-
-    line = line.replace('D', 'E')  # Handle bizarro float format
-    e = {'svId': sv_id}
-    e['n4'], e['nt'], toe_seconds = epoch.as_glonass()
-    tb = toe_seconds / (15 * SECS_IN_MIN)
-
-  
-    e['tb'] = tb
-
-    e['tauN'] = -float(line[23:42])
-    e['gammaN'] = float(line[42:61])
-    e['tkSeconds'] = float(line[61:80])
-
-    e['x'], e['xVel'], e['xAccel'], e['svHealth'] = read4(f, rinex_ver)
-    e['y'], e['yVel'], e['yAccel'], e['freqNum'] = read4(f, rinex_ver)
-    e['z'], e['zVel'], e['zAccel'], e['age'] = read4(f, rinex_ver)
-    
-    # TODO unclear why glonass sometimes has nav messages 3s after correct one
-    if abs(tb - int(tb)) > 1e-3:
-      continue
-
-    
-    data_struct = ephemeris_structs.GlonassEphemeris.new_message(**e)
-    ephem = GLONASSEphemeris(data_struct, file_name=file_name)
-
-    ephems[ephem.prn].append(ephem)
-  f.close()
-  return ephems
-
-
-def parse_qcom_ephem(qcom_poly):
-  svId = qcom_poly.svId
-  prn = get_prn_from_nmea_id(svId)
-  epoch = GPSTime(qcom_poly.gpsWeek, qcom_poly.gpsTow)
-
-  data = qcom_poly
-  poly_data = {}
-  poly_data['t0'] = epoch
-  poly_data['xyz'] = np.array([
-                      [data.xyz0[0], data.xyzN[0], data.xyzN[1], data.xyzN[2]],
-                      [data.xyz0[1], data.xyzN[3], data.xyzN[4], data.xyzN[5]],
-                      [data.xyz0[2], data.xyzN[6], data.xyzN[7], data.xyzN[8]] ]).T
-
-  poly_data['clock'] = [1e-3*data.other[3], 1e-3*data.other[2], 1e-3*data.other[1], 1e-3*data.other[0]]
-  poly_data['deg'] = 3
-  poly_data['deg_t'] = 3
-  return PolyEphemeris(prn, poly_data, epoch, ephem_type=EphemerisType.QCOM_POLY, max_time_diff=300, file_name='qcom')

laika/gps_time.py

@@ -1,203 +0,0 @@
-import datetime
-
-
-def datetime_to_tow(t):
-    """
-    Convert a Python datetime object to GPS Week and Time Of Week.
-    Does *not* convert from UTC to GPST.
-    Fractional seconds are supported.
-
-    Parameters
-    ----------
-    t : datetime
-      A time to be converted, on the GPST timescale.
-    mod1024 : bool, optional
-      If True (default), the week number will be output in 10-bit form.
-
-    Returns
-    -------
-    week, tow : tuple (int, float)
-      The GPS week number and time-of-week.
-    """
-    # DateTime to GPS week and TOW
-    wk_ref = datetime.datetime(2014, 2, 16, 0, 0, 0, 0, None)
-    refwk = 1780
-    wk = (t - wk_ref).days // 7 + refwk
-    tow = ((t - wk_ref) - datetime.timedelta((wk - refwk) * 7.0)).total_seconds()
-    return wk, tow
-
-
-def tow_to_datetime(tow, week):
-    """
-    Convert a GPS Week and Time Of Week to Python datetime object.
-    Does *not* convert from GPST to UTC.
-    Fractional seconds are supported.
-
-    Parameters
-    ----------
-    tow : time of week in seconds
-
-    weeks : gps week
-
-
-    Returns
-    -------
-    t : datetime
-      Python datetime
-    """
-    #  GPS week and TOW to DateTime
-    t = datetime.datetime(1980, 1, 6, 0, 0, 0, 0, None)
-    t += datetime.timedelta(seconds=tow)
-    t += datetime.timedelta(weeks=week)
-    return t
-
-
-def get_leap_seconds(time):
-  # TODO use library for this
-  if time <= GPSTime.from_datetime(datetime.datetime(2006, 1, 1)):
-    raise ValueError("Don't know how many leap seconds to use before 2006")
-  elif time <= GPSTime.from_datetime(datetime.datetime(2009, 1, 1)):
-    return 14
-  elif time <= GPSTime.from_datetime(datetime.datetime(2012, 7, 1)):
-    return 15
-  elif time <= GPSTime.from_datetime(datetime.datetime(2015, 7, 1)):
-    return 16
-  elif time <= GPSTime.from_datetime(datetime.datetime(2017, 1, 1)):
-    return 17
-  else:
-    return 18
-
-
-def gpst_to_utc(t_gpst):
-    t_utc = t_gpst - get_leap_seconds(t_gpst)
-    if utc_to_gpst(t_utc) - t_gpst != 0:
-      return t_utc + 1
-    else:
-      return t_utc
-
-
-def utc_to_gpst(t_utc):
-    t_gpst = t_utc + get_leap_seconds(t_utc)
-    return t_gpst
-
-
-class GPSTime:
-  """
-  GPS time class to add and subtract [week, tow]
-  """
-  def __init__(self, week, tow):
-    self.week = week
-    self.tow = tow
-    self.seconds_in_week = 604800
-
-  @classmethod
-  def from_datetime(cls, datetime):
-    week, tow = datetime_to_tow(datetime)
-    return cls(week, tow)
-
-  @classmethod
-  def from_glonass(cls, cycle, days, tow):
-    # https://en.wikipedia.org/wiki/GLONASS
-    # Day number (1 to 1461) within a four-year interval
-    # starting on 1 January of the last leap year
-    t = datetime.datetime(1992, 1, 1, 0, 0, 0, 0, None)
-    t += datetime.timedelta(days=cycle*(365*4+1)+(days-1))
-    # according to Moscow decree time.
-    t -= datetime.timedelta(hours=3)
-    t += datetime.timedelta(seconds=tow)
-    ret = cls.from_datetime(t)
-    return utc_to_gpst(ret)
-
-  @classmethod
-  def from_meas(cls, meas):
-    return cls(meas[1], meas[2])
-
-  def __sub__(self, other):
-    if isinstance(other, type(self)):
-      return (self.week - other.week)*self.seconds_in_week + self.tow - other.tow
-    elif isinstance(other, float) or isinstance(other, int):
-      new_week = self.week
-      new_tow = self.tow - other
-      while new_tow < 0:
-        new_tow += self.seconds_in_week
-        new_week -= 1
-      return GPSTime(new_week, new_tow)
-    raise NotImplementedError(f"subtracting {other} from {self}")
-
-  def __add__(self, other):
-    if isinstance(other, float) or isinstance(other, int):
-      new_week = self.week
-      new_tow = self.tow + other
-      while new_tow >= self.seconds_in_week:
-        new_tow -= self.seconds_in_week
-        new_week += 1
-      return GPSTime(new_week, new_tow)
-    raise NotImplementedError(f"adding {other} from {self}")
-
-  def __lt__(self, other):
-    return self - other < 0
-
-  def __gt__(self, other):
-    return self - other > 0
-
-  def __le__(self, other):
-    return self - other <= 0
-
-  def __ge__(self, other):
-    return self - other >= 0
-
-  def __eq__(self, other):
-    return self - other == 0
-
-  def as_datetime(self):
-    return tow_to_datetime(self.tow, self.week)
-
-  def as_glonass(self):
-    time_utc = gpst_to_utc(self)
-    datetime_utc = time_utc.as_datetime()
-    datetime_glonass = datetime_utc + datetime.timedelta(hours=3)
-
-    year = datetime_glonass.year
-    cycle = (year - 1992) // 4
-    days = (datetime_glonass - datetime.datetime(1992 + cycle*4, 1, 1)).days + 1
-    tod = (datetime_glonass - datetime_glonass.replace(hour=0, minute=0, second=0, microsecond=0)).total_seconds()
-    return cycle, days, tod
-
-  def as_unix_timestamp(self):
-    return (gpst_to_utc(self).as_datetime() - datetime.datetime(1970, 1, 1)).total_seconds()
-
-  @property
-  def day(self):
-    return int(self.tow/(24*3600))
-
-  def __repr__(self):
-    return f"GPSTime(week={self.week}, tow={self.tow})"
-
-
-class TimeSyncer:
-  """
-  Converts logmonotime to gps_time and vice versa
-  """
-  def __init__(self, mono_time, gps_time):
-    self.ref_mono_time = mono_time
-    self.ref_gps_time = gps_time
-
-  @classmethod
-  def from_datetime(cls, datetime):
-    week, tow = datetime_to_tow(datetime)
-    return cls(week, tow)
-
-  @classmethod
-  def from_logs(cls, raw_qcom_measurement_report, clocks):
-    #TODO
-    #return cls(week, mono_time, gps_time)
-    return None
-
-  def mono2gps(self, mono_time):
-    return self.ref_gps_time + mono_time - self.ref_mono_time
-
-  def gps2mono(self, gps_time):
-    return gps_time - self.ref_gps_time + self.ref_mono_time
-
-  def __str__(self):
-      return f"Reference mono time: {self.ref_mono_time} \n  Reference gps time: {self.ref_gps_time}"

laika/helpers.py

@@ -1,221 +0,0 @@
-from enum import IntEnum
-from typing import Dict
-
-import numpy as np
-from .lib.coordinates import LocalCoord
-
-
-class ConstellationId(IntEnum):
-  # Int values match Ublox gnssid version 8
-  GPS = 0
-  SBAS = 1
-  GALILEO = 2
-  BEIDOU = 3
-  IMES = 4
-  QZNSS = 5
-  GLONASS = 6
-  # Not supported by Ublox:
-  IRNSS = 7
-
-  def to_rinex_char(self) -> str:
-    # returns single character id
-    return RINEX_CONSTELLATION_TO_ID[self]
-
-  @classmethod
-  def from_rinex_char(cls, c: str):
-    if c in RINEX_ID_TO_CONSTELLATION:
-      return RINEX_ID_TO_CONSTELLATION[c]
-    else:
-      raise ValueError("Unknown rinex constellation id: ", c)
-
-  @classmethod
-  def from_qcom_source(cls, report_source: int):
-    if report_source == 0:
-      return ConstellationId.GPS
-    if report_source == 1:
-      return ConstellationId.GLONASS
-    if report_source == 2:
-      return ConstellationId.BEIDOU
-    if report_source == 6:
-      return ConstellationId.SBAS
-    raise NotImplementedError('Only GPS (0), GLONASS (1), BEIDOU (2) and SBAS (6) are supported from qcom, not:', {report_source})
-
-
-# From https://gpsd.gitlab.io/gpsd/NMEA.html#_satellite_ids
-# NmeaId is the unique 3 digits id for every satellite globally. (Example: 001, 201)
-# SvId is the 2 digits satellite id that is unique within a constellation. (Get the unique satellite with the constellation id. Examples: G01, R01)
-CONSTELLATION_TO_NMEA_RANGES = {
-  # NmeaId ranges for each constellation with its svId offset.
-  # constellation: [(start, end, svIdOffset)]
-  # svId = nmeaId + offset
-  ConstellationId.GPS: [(1, 32, 0)],  # svId [1,32]
-  ConstellationId.SBAS: [(33, 64, -32), (120, 158, -87)],  # svId [1,71]
-  ConstellationId.GLONASS: [(65, 96, -64)],  # svId [1,31]
-  ConstellationId.IMES: [(173, 182, -172)],  # svId [1,9]
-  ConstellationId.QZNSS: [(193, 200, -192)],  # svId [1,28]  # todo should be QZSS
-  ConstellationId.BEIDOU: [(201, 235, -200), (401, 437, -365)],  # svId 1-72
-  ConstellationId.GALILEO: [(301, 336, -300)]  # svId 1-36
-}
-#
-# # Source: RINEX 3.04
-RINEX_CONSTELLATION_TO_ID: Dict[ConstellationId, str] = {
-  ConstellationId.GPS: 'G',
-  ConstellationId.GLONASS: 'R',
-  ConstellationId.SBAS: 'S',
-  ConstellationId.GALILEO: 'E',
-  ConstellationId.BEIDOU: 'C',
-  ConstellationId.QZNSS: 'J',
-  ConstellationId.IRNSS: 'I'
-}
-
-# Make above dictionary bidirectional map:
-# Now you can ask for constellation using:
-# >>> RINEX_CONSTELLATION_IDENTIFIERS['R']
-#     "GLONASS"
-RINEX_ID_TO_CONSTELLATION: Dict[str, ConstellationId] = {id: con for con, id in RINEX_CONSTELLATION_TO_ID.items()}
-
-
-def get_el_az(pos, sat_pos):
-  converter = LocalCoord.from_ecef(pos)
-  sat_ned = converter.ecef2ned(sat_pos)
-  sat_range = np.linalg.norm(sat_ned)
-
-  el = np.arcsin(-sat_ned[2] / sat_range)  # pylint: disable=unsubscriptable-object
-  az = np.arctan2(sat_ned[1], sat_ned[0])  # pylint: disable=unsubscriptable-object
-  return el, az
-
-
-def get_closest(time, candidates, recv_pos=None):
-  if recv_pos is None:
-    # Takes a list of object that have an epoch(GPSTime) value
-    # and return the one that is closest the given time (GPSTime)
-    return min(candidates, key=lambda candidate: abs(time - candidate.epoch), default=None)
-
-  return min(
-    (candidate for candidate in candidates if candidate.valid(time, recv_pos)),
-    key=lambda candidate: np.linalg.norm(recv_pos - candidate.pos),
-    default=None,
-  )
-
-def get_constellation(prn: str):
-  identifier = prn[0]
-  return ConstellationId.from_rinex_char(identifier)
-
-def get_sv_id(prn: str):
-  return int(prn[1:])
-
-def get_constellation_and_sv_id(nmea_id):
-  for c, ranges in CONSTELLATION_TO_NMEA_RANGES.items():
-    for (start, end, sv_id_offset) in ranges:
-      if start <= nmea_id <= end:
-        sv_id = nmea_id + sv_id_offset
-        return c, sv_id
-
-  raise ValueError(f"constellation not found for nmeaid {nmea_id}")
-
-
-def get_prn_from_nmea_id(nmea_id: int):
-  c_id, sv_id = get_constellation_and_sv_id(nmea_id)
-  return "%s%02d" % (c_id.to_rinex_char(), sv_id)
-
-
-def get_nmea_id_from_prn(prn: str):
-  constellation = get_constellation(prn)
-  sv_id = int(prn[1:])  # satellite id
-  return get_nmea_id_from_constellation_and_svid(constellation, sv_id)
-
-
-def get_nmea_id_from_constellation_and_svid(constellation: ConstellationId, sv_id: int):
-  ranges = CONSTELLATION_TO_NMEA_RANGES[constellation]
-  for (start, end, sv_id_offset) in ranges:
-    new_nmea_id = sv_id - sv_id_offset
-    if start <= new_nmea_id <= end:
-      return new_nmea_id
-
-  raise ValueError(f"NMEA ID not found for constellation {constellation.name} with satellite id {sv_id}")
-
-
-def rinex3_obs_from_rinex2_obs(observable):
-  if observable == 'P2':
-    return 'C2P'
-  if len(observable) == 2:
-    return observable + 'C'
-  raise NotImplementedError("Don't know this: " + observable)
-
-
-class TimeRangeHolder:
-  '''Class to support test if date is in any of the multiple, sparse ranges'''
-
-  def __init__(self):
-    # Sorted list
-    self._ranges = []
-
-  def _previous_and_contains_index(self, time):
-    prev = None
-    current = None
-
-    for idx, (start, end) in enumerate(self._ranges):
-      # Time may be in next range
-      if time > end:
-        continue
-
-      # Time isn't in any next range
-      if time < start:
-        prev = idx - 1
-        current = None
-      # Time is in current range
-      else:
-        prev = idx - 1
-        current = idx
-      break
-
-    # Break in last loop
-    if prev is None:
-      prev = len(self._ranges) - 1
-
-    return prev, current
-
-  def add(self, start_time, end_time):
-    prev_start, current_start = self._previous_and_contains_index(start_time)
-    _, current_end = self._previous_and_contains_index(end_time)
-
-    # Merge ranges
-    if current_start is not None and current_end is not None:
-      # If ranges are different then merge
-      if current_start != current_end:
-        new_start, _ = self._ranges[current_start]
-        _, new_end = self._ranges[current_end]
-        new_range = (new_start, new_end)
-        # Required reversed order to correct remove
-        del self._ranges[current_end]
-        del self._ranges[current_start]
-        self._ranges.insert(current_start, new_range)
-    # Extend range - left
-    elif current_start is not None:
-      new_start, _ = self._ranges[current_start]
-      new_range = (new_start, end_time)
-      del self._ranges[current_start]
-      self._ranges.insert(current_start, new_range)
-    # Extend range - right
-    elif current_end is not None:
-      _, new_end = self._ranges[current_end]
-      new_range = (start_time, new_end)
-      del self._ranges[current_end]
-      self._ranges.insert(prev_start + 1, new_range)
-    # Create new range
-    else:
-      new_range = (start_time, end_time)
-      self._ranges.insert(prev_start + 1, new_range)
-
-  def __contains__(self, time):
-    for start, end in self._ranges:
-      # Time may be in next range
-      if time > end:
-        continue
-
-      # Time isn't in any next range
-      if time < start:
-        return False
-      # Time is in current range
-      return True
-    return False

laika/iono.py

@@ -1,255 +0,0 @@
-import datetime as dt
-import numpy as np
-import re
-from math import cos, sin, pi, floor
-from .constants import SECS_IN_MIN, SECS_IN_HR, EARTH_RADIUS
-from .lib.coordinates import LocalCoord
-from .gps_time import GPSTime
-
-# Altitude of Ionospheric-pierce-point
-IPP_ALT = 6821000
-
-def get_alpha_beta(rcv_pos, el):
-    geocentric_alt = np.linalg.norm(rcv_pos)
-    alpha = np.pi/2 + el
-    beta = np.arcsin(geocentric_alt*np.sin(alpha)/IPP_ALT)
-    return alpha, beta
-
-def get_slant_delay(rcv_pos, az, el, sat_pos, time, freq, vertical_delay):
-    alpha, beta = get_alpha_beta(rcv_pos, el)
-    slant_delay = vertical_delay * ((1 - ((EARTH_RADIUS * np.sin(beta)) /
-                                          (EARTH_RADIUS + 3.5e5))**2)**(-0.5))
-    return slant_delay
-
-def closest_in_list(lst, val, num=2):
-  """
-    Returns two (`num` in general) closest values of `val` in list `lst`
-    """
-  idxs = sorted(lst, key=lambda x: abs(x - val))[:num]
-  return sorted(list(lst).index(x) for x in idxs)
-
-
-def get_header_line(headr, proprty):
-    """
-    :param headr: the header of the RINEX-file
-    :param proprty: string-like property to search for (e.g. 'delta-utc')
-    :return: the string of the ``headr`` containing ``property``
-    """
-    pattern = re.compile(proprty, re.IGNORECASE)
-    for d in headr:
-        if pattern.search(d):
-            return d
-
-
-def get_header_body(file_path):
-    """
-    Opens `file_path`, reads file and returns header and body
-    separated with "END OF HEADER"
-    :param file_path: path to RINEX-like file
-    :return: header, body (arrays of lines)
-    """
-    with open(file_path) as fd:
-        data = fd.readlines()
-        for j, d in enumerate(data):
-            if "END OF HEADER" in d:
-                header_end = j
-                break
-    return data[:header_end], data[header_end + 1:]
-
-
-def get_int_from_header(hdr, seq):
-    """
-    Returns the first int from the line that contains `seq` of lines `hdr`.
-    In fact, _header_ here may not be header of RINEX/IONEX, just some set of lines.
-    """
-    return int(get_header_line(hdr, seq).split()[0])
-
-def compute_grid_lats_lons(data):
-  grid = np.array([], dtype='uint16')
-  lats = np.array([])
-  for j, line in enumerate(data[1:]):
-    if "LAT" in line:
-      lat, lon1, lon2, dlon, h = (float(line[x:x + 6]) for x in range(2, 32, 6))
-      lats = np.append(lats, lat)
-      row_length = (lon2 - lon1) / dlon + 1  # total number of values of longitudes
-      next_lines_with_numbers = int(np.ceil(row_length / 16))
-      elems_in_row = [
-        min(16, int(row_length - i * 16)) for i in range(next_lines_with_numbers)
-      ]
-      row = np.array([], dtype='int16')
-      for i, elem in enumerate(elems_in_row):
-        row = np.append(
-          row,
-          np.array(
-            [int(data[j + 2 + i][5 * x:5 * x + 5]) for x in range(elem)],
-            dtype='int16',
-          ),
-        )
-      if len(grid) > 0:
-        grid = np.vstack((grid, row))
-      else:
-        grid = np.append(grid, row)
-  lons = np.linspace(lon1, lon2, int(row_length))
-  return (grid, lats, lons)
-
-
-class IonexMap:
-  def __init__(self, exp, data1, data2):
-    self.exp = exp
-    self.t1 = GPSTime.from_datetime(dt.datetime(*[int(d) for d in data1[0].split()[:6]]))
-    self.t2 = GPSTime.from_datetime(dt.datetime(*[int(d) for d in data2[0].split()[:6]]))
-    assert self.t2 - self.t1 == SECS_IN_HR
-    assert len(data1) == len(data2)
-
-    self.max_time_diff = SECS_IN_MIN*30
-    self.epoch = self.t1 + self.max_time_diff
-
-    self.grid_TEC1, self.lats, self.lons = compute_grid_lats_lons(data1)
-    self.grid_TEC2, self.lats, self.lons = compute_grid_lats_lons(data2)
-
-  def valid(self, time):
-    return abs(time - self.epoch) <= self.max_time_diff
-
-  @staticmethod
-  def find_nearest(lst, val):
-    return (np.abs(lst - val)).argmin()
-
-  def get_TEC(self, pos, time):
-    """
-        Returns TEC in a position `pos`  of ionosphere
-        :param pos: (lat, lon) [deg, deg]
-        :return:
-        """
-    if pos[0] in self.lats and pos[1] in self.lons:
-      lat = self.find_nearest(self.lats, pos[0])
-      lon = self.find_nearest(self.lons, pos[1])
-      E = self.grid_TEC1[lat][lon] + self.grid_TEC2[lat][lon]
-      return E
-    lat_idxs = closest_in_list(self.lats, pos[0])
-    lon_idxs = closest_in_list(self.lons, pos[1])
-    lat0, lat1 = self.lats[lat_idxs[0]], self.lats[lat_idxs[1]]
-    lon0, lon1 = self.lons[lon_idxs[0]], self.lons[lon_idxs[1]]
-    dlat = lat1 - lat0
-    dlon = lon1 - lon0
-    p = float(pos[0] - lat0) / dlat
-    q = float(pos[1] - lon0) / dlon
-
-    (E00, E10), (E01, E11) = self.grid_TEC1[lat_idxs[0]:lat_idxs[1] + 1, lon_idxs[0]:lon_idxs[1] + 1]
-    TEC_1 = ((1 - p) * (1 - q) * E00 + p * (1 - q) * E01 + (1 - p) * q * E10 + p * q * E11)
-    (E00, E10), (E01, E11) = self.grid_TEC2[lat_idxs[0]:lat_idxs[1] + 1, lon_idxs[0]:lon_idxs[1] + 1]
-    TEC_2 = ((1 - p) * (1 - q) * E00 + p * (1 - q) * E01 + (1 - p) * q * E10 + p * q * E11)
-
-    return (1 - (time - self.t1)/SECS_IN_HR)*TEC_1 + ((time - self.t1)/SECS_IN_HR)*TEC_2
-
-  def get_delay(self, rcv_pos, az, el, sat_pos, time, freq):
-    # To get a delay from a TEC map, we need to calculate
-    # the ionospheric pierce point, geometry described here
-    # https://en.wikipedia.org/wiki/Ionospheric_pierce_point
-    alpha, beta = get_alpha_beta(rcv_pos, el)
-    conv = LocalCoord.from_ecef(rcv_pos)
-    gamma = np.pi - alpha - beta
-    geocentric_alt = np.linalg.norm(rcv_pos)
-    ipp_dist = geocentric_alt*np.sin(gamma)/np.sin(beta)
-    ipp_ned = conv.ecef2ned(sat_pos)*(ipp_dist)/np.linalg.norm(sat_pos)
-    ipp_geo = conv.ned2geodetic(ipp_ned)
-    factor = 40.30E16 / (freq**2) * 10**(self.exp)
-    vertical_delay = self.get_TEC(ipp_geo, time) * factor
-    slant_delay = get_slant_delay(rcv_pos, az, el, sat_pos, time, freq, vertical_delay)
-    return slant_delay
-
-  @staticmethod
-  def round_to_grid(number, base):
-    return int(base * round(float(number) / base))
-
-
-def parse_ionex(ionex_file):
-  """
-    :param ionex_file: path to the IONEX file
-    :return: TEC interpolation function `f( (lat,lon), datetime )`
-    """
-  header, body = get_header_body(ionex_file)
-
-  exponent = get_int_from_header(header, "EXPONENT")
-  maps_count = get_int_from_header(header, "MAPS IN FILE")
-  # =============
-  # Separate maps
-  # =============
-  map_start_idx = []
-  map_end_idx = []
-
-  for j, line in enumerate(body):
-    if "START OF TEC MAP" in line:
-      map_start_idx += [j]
-    elif "END OF TEC MAP" in line:
-      map_end_idx += [j]
-  if maps_count != len(map_start_idx):
-    raise LookupError("Parsing error: the number of maps in the header "
-                      "is not equal to the number of maps in the body.")
-  if len(map_start_idx) != len(map_end_idx):
-    raise IndexError("Starts end ends numbers are not equal.")
-  map_dates = []
-  for i in range(maps_count):
-    date_components = body[map_start_idx[i] + 1].split()[:6]
-    map_dates.append(dt.datetime(*[int(d) for d in date_components]))
-
-  maps = []
-  iono_map = iono_map_prev = None
-  for m in range(maps_count):
-    iono_map_prev = iono_map
-    iono_map = body[map_start_idx[m] + 1:map_end_idx[m]]
-    if iono_map and iono_map_prev:
-      maps += [IonexMap(exponent, iono_map_prev, iono_map)]
-  return maps
-
-
-def klobuchar(pos, az, el, time, iono_coeffs):
-  """
-    Details are taken from [5]: IS-GPS-200H, Fig. 20-4
-    Note: result is referred to the GPS L₁ frequency;
-    if the user is operating on the GPS L₂ frequency, the correction term must
-    be multiplied by γ = f₂²/f₁¹ = 0.6071850227694382
-    :param pos: [lat, lon, alt] in radians and meters
-    """
-
-  tow = time.tow
-  if pos[2] < -1E3 or el < 0:
-    return 0.0
-  if len(iono_coeffs) < 8:
-    return None
-
-  # earth centered angle (semi-circle)
-  psi = 0.0137 / (el / pi + 0.11) - 0.022
-
-  # subionospheric latitude/longitude (semi-circle)
-  phi = pos[0] / pi + psi * cos(az)
-  if phi > 0.416:
-    phi = 0.416
-  elif phi < -0.416:
-    phi = -0.416
-  lam = pos[1] / pi + psi * sin(az) / cos(phi * pi)
-
-  # geomagnetic latitude (semi-circle) */
-  phi += 0.064 * cos((lam - 1.617) * pi)
-
-  # local time (s)
-  tt = 43200.0 * lam + tow
-  tt -= floor(tt / 86400.0) * 86400.0  # 0<=tt<86400
-
-  # slant factor
-  f = 1.0 + 16.0 * pow(0.53 - el / pi, 3.0)
-
-  # ionospheric delay
-  amp = iono_coeffs[0] + phi * (iono_coeffs[1] + phi *
-                                (iono_coeffs[2] + phi * iono_coeffs[3]))
-  per = iono_coeffs[4] + phi * (iono_coeffs[5] + phi *
-                                (iono_coeffs[6] + phi * iono_coeffs[7]))
-  if amp < 0.0:
-    amp = 0.
-  if per < 72000.0:
-    per = 72000.0
-  x = 2.0 * pi * (tt - 50400.0) / per
-
-  mul = 5E-9
-  if abs(x) < 1.57:
-    mul = (5E-9 + amp * (1.0 + x * x * (-0.5 + x * x / 24.0)))
-  return 2.99792458E8 * f * mul

laika/lib/coordinates.py

@@ -1,106 +0,0 @@
-import numpy as np
-"""
-Coordinate transformation module. All methods accept arrays as input
-with each row as a position.
-"""
-
-
-a = 6378137
-b = 6356752.3142
-esq = 6.69437999014 * 0.001
-e1sq = 6.73949674228 * 0.001
-
-
-def geodetic2ecef(geodetic, radians=False):
-  geodetic = np.array(geodetic)
-  input_shape = geodetic.shape
-  geodetic = np.atleast_2d(geodetic)
-
-  ratio = 1.0 if radians else (np.pi / 180.0)
-  lat = ratio*geodetic[:,0]
-  lon = ratio*geodetic[:,1]
-  alt = geodetic[:,2]
-
-  xi = np.sqrt(1 - esq * np.sin(lat)**2)
-  x = (a / xi + alt) * np.cos(lat) * np.cos(lon)
-  y = (a / xi + alt) * np.cos(lat) * np.sin(lon)
-  z = (a / xi * (1 - esq) + alt) * np.sin(lat)
-  ecef = np.array([x, y, z]).T
-  return ecef.reshape(input_shape)
-
-
-def ecef2geodetic(ecef, radians=False):
-  """
-  Convert ECEF coordinates to geodetic using ferrari's method
-  """
-  # Save shape and export column
-  ecef = np.atleast_1d(ecef)
-  input_shape = ecef.shape
-  ecef = np.atleast_2d(ecef)
-  x, y, z = ecef[:, 0], ecef[:, 1], ecef[:, 2]
-
-  ratio = 1.0 if radians else (180.0 / np.pi)
-
-  # Conver from ECEF to geodetic using Ferrari's methods
-  # https://en.wikipedia.org/wiki/Geographic_coordinate_conversion#Ferrari.27s_solution
-  r = np.sqrt(x * x + y * y)
-  Esq = a * a - b * b
-  F = 54 * b * b * z * z
-  G = r * r + (1 - esq) * z * z - esq * Esq
-  C = (esq * esq * F * r * r) / (pow(G, 3))
-  S = np.cbrt(1 + C + np.sqrt(C * C + 2 * C))
-  P = F / (3 * pow((S + 1 / S + 1), 2) * G * G)
-  Q = np.sqrt(1 + 2 * esq * esq * P)
-  r_0 = -(P * esq * r) / (1 + Q) + np.sqrt(0.5 * a * a*(1 + 1.0 / Q) -
-                                           P * (1 - esq) * z * z / (Q * (1 + Q)) - 0.5 * P * r * r)
-  U = np.sqrt(pow((r - esq * r_0), 2) + z * z)
-  V = np.sqrt(pow((r - esq * r_0), 2) + (1 - esq) * z * z)
-  Z_0 = b * b * z / (a * V)
-  h = U * (1 - b * b / (a * V))
-  lat = ratio*np.arctan((z + e1sq * Z_0) / r)
-  lon = ratio*np.arctan2(y, x)
-
-  # stack the new columns and return to the original shape
-  geodetic = np.column_stack((lat, lon, h))
-  return geodetic.reshape(input_shape)
-
-class LocalCoord:
-  """
-   Allows conversions to local frames. In this case NED.
-   That is: North East Down from the start position in
-   meters.
-  """
-  def __init__(self, init_geodetic, init_ecef):
-    self.init_ecef = init_ecef
-    lat, lon, _ = (np.pi/180)*np.array(init_geodetic)
-    self.ned2ecef_matrix = np.array([[-np.sin(lat)*np.cos(lon), -np.sin(lon), -np.cos(lat)*np.cos(lon)],
-                                     [-np.sin(lat)*np.sin(lon), np.cos(lon), -np.cos(lat)*np.sin(lon)],
-                                     [np.cos(lat), 0, -np.sin(lat)]])
-    self.ecef2ned_matrix = self.ned2ecef_matrix.T
-
-  @classmethod
-  def from_geodetic(cls, init_geodetic):
-    init_ecef = geodetic2ecef(init_geodetic)
-    return LocalCoord(init_geodetic, init_ecef)
-
-  @classmethod
-  def from_ecef(cls, init_ecef):
-    init_geodetic = ecef2geodetic(init_ecef)
-    return LocalCoord(init_geodetic, init_ecef)
-
-  def ecef2ned(self, ecef):
-    ecef = np.array(ecef)
-    return np.dot(self.ecef2ned_matrix, (ecef - self.init_ecef).T).T
-
-  def ned2ecef(self, ned):
-    ned = np.array(ned)
-    # Transpose so that init_ecef will broadcast correctly for 1d or 2d ned.
-    return (np.dot(self.ned2ecef_matrix, ned.T).T + self.init_ecef)
-
-  def geodetic2ned(self, geodetic):
-    ecef = geodetic2ecef(geodetic)
-    return self.ecef2ned(ecef)
-
-  def ned2geodetic(self, ned):
-    ecef = self.ned2ecef(ned)
-    return ecef2geodetic(ecef)

laika/lib/orientation.py

@@ -1,291 +0,0 @@
-import numpy as np
-from numpy import dot, inner, array, linalg
-from .coordinates import LocalCoord
-
-
-'''
-Vectorized functions that transform between
-rotation matrices, euler angles and quaternions.
-All support lists, array or array of arrays as inputs.
-Supports both x2y and y_from_x format (y_from_x preferred!).
-'''
-
-def euler2quat(eulers):
-  eulers = array(eulers)
-  if len(eulers.shape) > 1:
-    output_shape = (-1,4)
-  else:
-    output_shape = (4,)
-  eulers = np.atleast_2d(eulers)
-  gamma, theta, psi = eulers[:,0],  eulers[:,1],  eulers[:,2]
-
-  cos_half_gamma = np.cos(gamma / 2)
-  cos_half_theta = np.cos(theta / 2)
-  cos_half_psi = np.cos(psi / 2)
-  sin_half_gamma = np.sin(gamma / 2)
-  sin_half_theta = np.sin(theta / 2)
-  sin_half_psi = np.sin(psi / 2)
-  q0 = cos_half_gamma * cos_half_theta * cos_half_psi + sin_half_gamma * sin_half_theta * sin_half_psi
-  q1 = sin_half_gamma * cos_half_theta * cos_half_psi - cos_half_gamma * sin_half_theta * sin_half_psi
-  q2 = cos_half_gamma * sin_half_theta * cos_half_psi + sin_half_gamma * cos_half_theta * sin_half_psi
-  q3 = cos_half_gamma * cos_half_theta * sin_half_psi - sin_half_gamma * sin_half_theta * cos_half_psi
-
-  quats = array([q0, q1, q2, q3]).T
-  for i in range(len(quats)):
-    if quats[i,0] < 0:
-      quats[i] = -quats[i]
-  return quats.reshape(output_shape)
-
-
-def quat2euler(quats):
-  quats = array(quats)
-  if len(quats.shape) > 1:
-    output_shape = (-1,3)
-  else:
-    output_shape = (3,)
-  quats = np.atleast_2d(quats)
-  q0, q1, q2, q3 = quats[:,0], quats[:,1], quats[:,2], quats[:,3]
-
-  gamma = np.arctan2(2 * (q0 * q1 + q2 * q3), 1 - 2 * (q1**2 + q2**2))
-  theta = np.arcsin(2 * (q0 * q2 - q3 * q1))
-  psi = np.arctan2(2 * (q0 * q3 + q1 * q2), 1 - 2 * (q2**2 + q3**2))
-
-  eulers = array([gamma, theta, psi]).T
-  return eulers.reshape(output_shape)
-
-
-def quat2rot(quats):
-  quats = array(quats)
-  input_shape = quats.shape
-  quats = np.atleast_2d(quats)
-  Rs = np.zeros((quats.shape[0], 3, 3))
-  q0 = quats[:, 0]
-  q1 = quats[:, 1]
-  q2 = quats[:, 2]
-  q3 = quats[:, 3]
-  Rs[:, 0, 0] = q0 * q0 + q1 * q1 - q2 * q2 - q3 * q3
-  Rs[:, 0, 1] = 2 * (q1 * q2 - q0 * q3)
-  Rs[:, 0, 2] = 2 * (q0 * q2 + q1 * q3)
-  Rs[:, 1, 0] = 2 * (q1 * q2 + q0 * q3)
-  Rs[:, 1, 1] = q0 * q0 - q1 * q1 + q2 * q2 - q3 * q3
-  Rs[:, 1, 2] = 2 * (q2 * q3 - q0 * q1)
-  Rs[:, 2, 0] = 2 * (q1 * q3 - q0 * q2)
-  Rs[:, 2, 1] = 2 * (q0 * q1 + q2 * q3)
-  Rs[:, 2, 2] = q0 * q0 - q1 * q1 - q2 * q2 + q3 * q3
-
-  if len(input_shape) < 2:
-    return Rs[0]
-  return Rs
-
-
-def rot2quat(rots):
-  input_shape = rots.shape
-  if len(input_shape) < 3:
-    rots = array([rots])
-  K3 = np.empty((len(rots), 4, 4))
-  K3[:, 0, 0] = (rots[:, 0, 0] - rots[:, 1, 1] - rots[:, 2, 2]) / 3.0
-  K3[:, 0, 1] = (rots[:, 1, 0] + rots[:, 0, 1]) / 3.0
-  K3[:, 0, 2] = (rots[:, 2, 0] + rots[:, 0, 2]) / 3.0
-  K3[:, 0, 3] = (rots[:, 1, 2] - rots[:, 2, 1]) / 3.0
-  K3[:, 1, 0] = K3[:, 0, 1]
-  K3[:, 1, 1] = (rots[:, 1, 1] - rots[:, 0, 0] - rots[:, 2, 2]) / 3.0
-  K3[:, 1, 2] = (rots[:, 2, 1] + rots[:, 1, 2]) / 3.0
-  K3[:, 1, 3] = (rots[:, 2, 0] - rots[:, 0, 2]) / 3.0
-  K3[:, 2, 0] = K3[:, 0, 2]
-  K3[:, 2, 1] = K3[:, 1, 2]
-  K3[:, 2, 2] = (rots[:, 2, 2] - rots[:, 0, 0] - rots[:, 1, 1]) / 3.0
-  K3[:, 2, 3] = (rots[:, 0, 1] - rots[:, 1, 0]) / 3.0
-  K3[:, 3, 0] = K3[:, 0, 3]
-  K3[:, 3, 1] = K3[:, 1, 3]
-  K3[:, 3, 2] = K3[:, 2, 3]
-  K3[:, 3, 3] = (rots[:, 0, 0] + rots[:, 1, 1] + rots[:, 2, 2]) / 3.0
-  q = np.empty((len(rots), 4))
-  for i in range(len(rots)):
-    _, eigvecs = linalg.eigh(K3[i].T)
-    eigvecs = eigvecs[:,3:]
-    q[i, 0] = eigvecs[-1]
-    q[i, 1:] = -eigvecs[:-1].flatten()
-    if q[i, 0] < 0:
-      q[i] = -q[i]
-
-  if len(input_shape) < 3:
-    return q[0]
-  return q
-
-
-def euler2rot(eulers):
-  return rotations_from_quats(euler2quat(eulers))
-
-
-def rot2euler(rots):
-  return quat2euler(quats_from_rotations(rots))
-
-
-quats_from_rotations = rot2quat
-quat_from_rot = rot2quat
-rotations_from_quats = quat2rot
-rot_from_quat= quat2rot
-rot_from_quat= quat2rot
-euler_from_rot = rot2euler
-euler_from_quat = quat2euler
-rot_from_euler = euler2rot
-quat_from_euler = euler2quat
-
-
-'''
-Random helpers below
-'''
-
-
-def quat_product(q, r):
-  t = np.zeros(4)
-  t[0] = r[0] * q[0] - r[1] * q[1] - r[2] * q[2] - r[3] * q[3]
-  t[1] = r[0] * q[1] + r[1] * q[0] - r[2] * q[3] + r[3] * q[2]
-  t[2] = r[0] * q[2] + r[1] * q[3] + r[2] * q[0] - r[3] * q[1]
-  t[3] = r[0] * q[3] - r[1] * q[2] + r[2] * q[1] + r[3] * q[0]
-  return t
-
-
-def rot_matrix(roll, pitch, yaw):
-  cr, sr = np.cos(roll), np.sin(roll)
-  cp, sp = np.cos(pitch), np.sin(pitch)
-  cy, sy = np.cos(yaw), np.sin(yaw)
-  rr = array([[1,0,0],[0, cr,-sr],[0, sr, cr]])
-  rp = array([[cp,0,sp],[0, 1,0],[-sp, 0, cp]])
-  ry = array([[cy,-sy,0],[sy, cy,0],[0, 0, 1]])
-  return ry.dot(rp.dot(rr))
-
-
-def rot(axis, angle):
-  # Rotates around an arbitrary axis
-  ret_1 = (1 - np.cos(angle)) * array([[axis[0]**2, axis[0] * axis[1], axis[0] * axis[2]], [
-    axis[1] * axis[0], axis[1]**2, axis[1] * axis[2]
-  ], [axis[2] * axis[0], axis[2] * axis[1], axis[2]**2]])
-  ret_2 = np.cos(angle) * np.eye(3)
-  ret_3 = np.sin(angle) * array([[0, -axis[2], axis[1]], [axis[2], 0, -axis[0]],
-                              [-axis[1], axis[0], 0]])
-  return ret_1 + ret_2 + ret_3
-
-
-def ecef_euler_from_ned(ned_ecef_init, ned_pose):
-  '''
-  Got it from here:
-  Using Rotations to Build Aerospace Coordinate Systems
-  -Don Koks
-  '''
-  converter = LocalCoord.from_ecef(ned_ecef_init)
-  x0 = converter.ned2ecef([1, 0, 0]) - converter.ned2ecef([0, 0, 0])
-  y0 = converter.ned2ecef([0, 1, 0]) - converter.ned2ecef([0, 0, 0])
-  z0 = converter.ned2ecef([0, 0, 1]) - converter.ned2ecef([0, 0, 0])
-
-  x1 = rot(z0, ned_pose[2]).dot(x0)
-  y1 = rot(z0, ned_pose[2]).dot(y0)
-  z1 = rot(z0, ned_pose[2]).dot(z0)
-
-  x2 = rot(y1, ned_pose[1]).dot(x1)
-  y2 = rot(y1, ned_pose[1]).dot(y1)
-  z2 = rot(y1, ned_pose[1]).dot(z1)
-
-  x3 = rot(x2, ned_pose[0]).dot(x2)
-  y3 = rot(x2, ned_pose[0]).dot(y2)
-  #z3 = rot(x2, ned_pose[0]).dot(z2)
-
-  x0 = array([1, 0, 0])
-  y0 = array([0, 1, 0])
-  z0 = array([0, 0, 1])
-
-  psi = np.arctan2(inner(x3, y0), inner(x3, x0))
-  theta = np.arctan2(-inner(x3, z0), np.sqrt(inner(x3, x0)**2 + inner(x3, y0)**2))
-  y2 = rot(z0, psi).dot(y0)
-  z2 = rot(y2, theta).dot(z0)
-  phi = np.arctan2(inner(y3, z2), inner(y3, y2))
-
-  ret = array([phi, theta, psi])
-  return ret
-
-
-def ned_euler_from_ecef(ned_ecef_init, ecef_poses):
-  '''
-  Got the math from here:
-  Using Rotations to Build Aerospace Coordinate Systems
-  -Don Koks
-
-  Also accepts array of ecef_poses and array of ned_ecef_inits.
-  Where each row is a pose and an ecef_init.
-  '''
-  ned_ecef_init = array(ned_ecef_init)
-  ecef_poses = array(ecef_poses)
-  output_shape = ecef_poses.shape
-  ned_ecef_init = np.atleast_2d(ned_ecef_init)
-  if ned_ecef_init.shape[0] == 1:
-    ned_ecef_init = np.tile(ned_ecef_init[0], (output_shape[0], 1))
-  ecef_poses = np.atleast_2d(ecef_poses)
-
-  ned_poses = np.zeros(ecef_poses.shape)
-  for i, ecef_pose in enumerate(ecef_poses):
-    converter = LocalCoord.from_ecef(ned_ecef_init[i])
-    x0 = array([1, 0, 0])
-    y0 = array([0, 1, 0])
-    z0 = array([0, 0, 1])
-
-    x1 = rot(z0, ecef_pose[2]).dot(x0)
-    y1 = rot(z0, ecef_pose[2]).dot(y0)
-    z1 = rot(z0, ecef_pose[2]).dot(z0)
-
-    x2 = rot(y1, ecef_pose[1]).dot(x1)
-    y2 = rot(y1, ecef_pose[1]).dot(y1)
-    z2 = rot(y1, ecef_pose[1]).dot(z1)
-
-    x3 = rot(x2, ecef_pose[0]).dot(x2)
-    y3 = rot(x2, ecef_pose[0]).dot(y2)
-    #z3 = rot(x2, ecef_pose[0]).dot(z2)
-
-    x0 = converter.ned2ecef([1, 0, 0]) - converter.ned2ecef([0, 0, 0])
-    y0 = converter.ned2ecef([0, 1, 0]) - converter.ned2ecef([0, 0, 0])
-    z0 = converter.ned2ecef([0, 0, 1]) - converter.ned2ecef([0, 0, 0])
-
-    psi = np.arctan2(inner(x3, y0), inner(x3, x0))
-    theta = np.arctan2(-inner(x3, z0), np.sqrt(inner(x3, x0)**2 + inner(x3, y0)**2))
-    y2 = rot(z0, psi).dot(y0)
-    z2 = rot(y2, theta).dot(z0)
-    phi = np.arctan2(inner(y3, z2), inner(y3, y2))
-    ned_poses[i] = array([phi, theta, psi])
-
-  return ned_poses.reshape(output_shape)
-
-
-def ecef2car(car_ecef, psi, theta, points_ecef, ned_converter):
-  """
-  TODO: add roll rotation
-  Converts an array of points in ecef coordinates into
-  x-forward, y-left, z-up coordinates
-  Parameters
-  ----------
-  psi: yaw, radian
-  theta: pitch, radian
-  Returns
-  -------
-  [x, y, z] coordinates in car frame
-  """
-
-  # input is an array of points in ecef cocrdinates
-  # output is an array of points in car's coordinate (x-front, y-left, z-up)
-
-  # convert points to NED
-  points_ned = []
-  for p in points_ecef:
-    points_ned.append(ned_converter.ecef2ned_matrix.dot(array(p) - car_ecef))
-
-  points_ned = np.vstack(points_ned).T
-
-  # n, e, d -> x, y, z
-  # Calculate relative positions and rotate wrt to heading and pitch of car
-  invert_R = array([[1., 0., 0.], [0., -1., 0.], [0., 0., -1.]])
-
-  c, s = np.cos(psi), np.sin(psi)
-  yaw_R = array([[c, s, 0.], [-s, c, 0.], [0., 0., 1.]])
-
-  c, s = np.cos(theta), np.sin(theta)
-  pitch_R = array([[c, 0., -s], [0., 1., 0.], [s, 0., c]])
-
-  return dot(pitch_R, dot(yaw_R, dot(invert_R, points_ned)))

laika/opt.py

@@ -1,192 +0,0 @@
-import sympy
-import numpy as np
-from typing import List
-
-from .constants import EARTH_ROTATION_RATE, SPEED_OF_LIGHT
-from .helpers import ConstellationId
-from .raw_gnss import GNSSMeasurement
-
-
-def gauss_newton(fun, b, M, xtol=1e-8, max_n=25):
-
-  W = np.linalg.inv(M)
-  for _ in range(max_n):
-    # Compute function and jacobian on current estimate
-    r, J = fun(b)
-
-    # Update estimate, WLS https://en.wikipedia.org/wiki/Weighted_least_squares
-    delta = np.linalg.pinv(J.T.dot(W).dot(J)).dot(J.T).dot(W) @ r
-    b -= delta
-
-    # Check step size for stopping condition
-    if np.linalg.norm(delta) < xtol:
-      break
-
-  r, J = fun(b)
-  Mb = np.linalg.pinv(J.T.dot(W).dot(J))
-  x_std = np.sqrt(np.diagonal(Mb))
-  return b, r, x_std
-
-
-def calc_pos_fix(measurements, posfix_functions=None, x0=None, signal='C1C', min_measurements=5):
-  '''
-  Calculates gps fix using gauss newton method
-  To solve the problem a minimal of 4 measurements are required.
-    If Glonass is included 5 are required to solve for the additional free variable.
-  returns:
-  0 -> list with positions
-  1 -> pseudorange errs
-  '''
-  if x0 is None:
-    x0 = [0, 0, 0, 0, 0]
-
-  if len(measurements) < min_measurements:
-    return [],[],[]
-
-  Fx_pos = pr_residual(measurements, posfix_functions, signal=signal, no_nans=True)
-  meas_cov = np.diag([meas.observables_std[signal]**2 for meas in measurements])
-
-  x, residual, x_std = gauss_newton(Fx_pos, x0, meas_cov)
-  return x.tolist(), residual.tolist(), x_std
-
-
-def calc_vel_fix(measurements, est_pos, velfix_function=None, v0=None, signal='D1C', min_measurements=5):
-  '''
-  Calculates gps velocity fix using gauss newton method
-  returns:
-  0 -> list with velocities
-  1 -> pseudorange_rate errs
-  '''
-  if v0 is None:
-    v0 = [0, 0, 0, 0]
-
-  if len(measurements) < min_measurements:
-    return [], [], []
-
-  Fx_vel = prr_residual(measurements, est_pos, velfix_function, signal=signal, no_nans=True)
-  meas_cov = np.diag([meas.observables_std[signal]**2 for meas in measurements])
-
-  v, residual, x_std = gauss_newton(Fx_vel, v0, meas_cov)
-  return v.tolist(), residual.tolist(), x_std
-
-
-def get_posfix_sympy_fun(constellation):
-  # Unknowns
-  x, y, z = sympy.Symbol('x'), sympy.Symbol('y'), sympy.Symbol('z')
-  bc = sympy.Symbol('bc')
-  bg = sympy.Symbol('bg')
-  zero_theta = sympy.Symbol('zero_theta')
-  var = [x, y, z, bc, bg]
-
-  # Knowns
-  pr = sympy.Symbol('pr')
-  sat_x, sat_y, sat_z = sympy.Symbol('sat_x'), sympy.Symbol('sat_y'), sympy.Symbol('sat_z')
-
-  theta = (EARTH_ROTATION_RATE * (pr - bc) / SPEED_OF_LIGHT)*zero_theta
-  val = sympy.sqrt(
-    (sat_x * sympy.cos(theta) + sat_y * sympy.sin(theta) - x) ** 2 +
-    (sat_y * sympy.cos(theta) - sat_x * sympy.sin(theta) - y) ** 2 +
-    (sat_z - z) ** 2
-  )
-
-  if constellation == ConstellationId.GLONASS:
-    res = val - (pr - bc - bg)
-  elif constellation == ConstellationId.GPS:
-    res = val - (pr - bc)
-  else:
-    raise NotImplementedError(f"Constellation {constellation} not supported")
-
-  res = [res] + [sympy.diff(res, v) for v in var]
-
-  return sympy.lambdify([x, y, z, bc, bg, pr, zero_theta, sat_x, sat_y, sat_z], res, modules=["numpy"])
-
-
-def get_velfix_sympy_func():
-  # implementing this without sympy.Matrix gives a 2x speedup at generation
-
-  # knowns, receiver position, satellite position, satellite velocity
-  ep_x, ep_y, ep_z = sympy.Symbol('ep_x'), sympy.Symbol('ep_y'), sympy.Symbol('ep_z')
-  est_pos = np.array([ep_x, ep_y, ep_z])
-  sp_x, sp_y, sp_z = sympy.Symbol('sp_x'), sympy.Symbol('sp_y'), sympy.Symbol('sp_z')
-  sat_pos = np.array([sp_x, sp_y, sp_z])
-  sv_x, sv_y, sv_z = sympy.Symbol('sv_x'), sympy.Symbol('sv_y'), sympy.Symbol('sv_z')
-  sat_vel = np.array([sv_x, sv_y, sv_z])
-  observables = sympy.Symbol('observables')
-
-  # unknown, receiver velocity
-  v_x, v_y, v_z = sympy.Symbol('v_x'), sympy.Symbol('v_y'), sympy.Symbol('v_z')
-  vel = np.array([v_x, v_y, v_z])
-  vel_o = sympy.Symbol('vel_o')
-
-  loss = sat_pos - est_pos
-  loss /= sympy.sqrt(loss.dot(loss))
-  res = loss.dot(sat_vel - vel) - (observables - vel_o)
-
-  res = [res] + [sympy.diff(res, v) for v in [v_x, v_y, v_z, vel_o]]
-
-  return sympy.lambdify([
-      ep_x, ep_y, ep_z, sp_x, sp_y, sp_z,
-      sv_x, sv_y, sv_z, observables,
-      v_x, v_y, v_z, vel_o
-    ],
-    res, modules=["numpy"])
-
-
-def pr_residual(measurements: List[GNSSMeasurement], posfix_functions=None, signal='C1C', no_nans=False):
-
-  if posfix_functions is None:
-    posfix_functions = {constellation: get_posfix_sympy_fun(constellation) for constellation in (ConstellationId.GPS, ConstellationId.GLONASS)}
-
-  def Fx_pos(inp):
-    vals, gradients = [], []
-
-    for meas in measurements:
-      if signal in meas.observables_final and np.isfinite(meas.observables_final[signal]):
-        pr = meas.observables_final[signal]
-        sat_pos = meas.sat_pos_final
-        zero_theta = 0
-      elif signal in meas.observables and np.isfinite(meas.observables[signal]) and meas.processed:
-        pr = meas.observables[signal]
-        pr += meas.sat_clock_err * SPEED_OF_LIGHT
-        sat_pos = meas.sat_pos
-        zero_theta = 1
-      else:
-        if not no_nans:
-          vals.append(np.nan)
-          gradients.append(np.nan)
-        continue
-
-      val, *gradient = posfix_functions[meas.constellation_id](*inp, pr, zero_theta, *sat_pos)
-      vals.append(val)
-      gradients.append(gradient)
-    return np.asarray(vals), np.asarray(gradients)
-  return Fx_pos
-
-
-def prr_residual(measurements: List[GNSSMeasurement], est_pos, velfix_function=None, signal='D1C', no_nans=False):
-
-  if velfix_function is None:
-    velfix_function = get_velfix_sympy_func()
-
-  def Fx_vel(vel):
-    vals, gradients = [], []
-
-    for meas in measurements:
-      if signal not in meas.observables or not np.isfinite(meas.observables[signal]):
-        if not no_nans:
-          vals.append(np.nan)
-          gradients.append(np.nan)
-        continue
-
-      sat_pos = meas.sat_pos_final if meas.corrected else meas.sat_pos
-
-      val, *gradient = velfix_function(est_pos[0], est_pos[1], est_pos[2],
-                                       sat_pos[0], sat_pos[1], sat_pos[2],
-                                       meas.sat_vel[0], meas.sat_vel[1], meas.sat_vel[2],
-                                       meas.observables[signal],
-                                       vel[0], vel[1], vel[2], vel[3])
-      vals.append(val)
-      gradients.append(gradient)
-
-    return np.asarray(vals), np.asarray(gradients)
-  return Fx_vel

laika/raw_gnss.py

@@ -1,334 +0,0 @@
-from math import sqrt
-from typing import Dict, List, Optional, Union
-
-import numpy as np
-import datetime
-import struct
-
-from . import constants
-from .ephemeris import Ephemeris
-from .lib.coordinates import LocalCoord
-from .gps_time import GPSTime
-from .helpers import ConstellationId, get_constellation_and_sv_id, get_nmea_id_from_constellation_and_svid, \
-  rinex3_obs_from_rinex2_obs
-
-
-def array_from_normal_meas(meas):
-  return np.concatenate(([meas.get_nmea_id()],
-                         [meas.recv_time_week],
-                         [meas.recv_time_sec],
-                         [meas.glonass_freq],
-                         [meas.observables['C1C']],
-                         [meas.observables_std['C1C']],
-                         [meas.observables['D1C']],
-                         [meas.observables_std['D1C']],
-                         [meas.observables['S1C']],
-                         [meas.observables['L1C']]))
-
-
-def normal_meas_from_array(arr):
-  observables, observables_std = {}, {}
-  observables['C1C'] = arr[4]
-  observables_std['C1C'] = arr[5]
-  observables['D1C'] = arr[6]
-  observables_std['D1C'] = arr[7]
-  observables['S1C'] = arr[8]
-  observables['L1C'] = arr[9]
-  constellation_id, sv_id = get_constellation_and_sv_id(nmea_id=arr[0])
-  return GNSSMeasurement(constellation_id, sv_id, arr[1], arr[2],
-                         observables, observables_std, arr[3])
-
-
-class GNSSMeasurement:
-  PRN = 0
-  RECV_TIME_WEEK = 1
-  RECV_TIME_SEC = 2
-  GLONASS_FREQ = 3
-
-  PR = 4
-  PR_STD = 5
-  PRR = 6
-  PRR_STD = 7
-
-  SAT_POS = slice(8, 11)
-  SAT_VEL = slice(11, 14)
-
-  def __init__(self, constellation_id: ConstellationId, sv_id: int, recv_time_week: int, recv_time_sec: float, observables: Dict[str, float], observables_std: Dict[str, float],
-               glonass_freq: Union[int, float, None] = None):
-    # Metadata
-    # prn: unique satellite id
-    self.prn = "%s%02d" % (constellation_id.to_rinex_char(), sv_id)  # satellite ID in rinex convention
-    self.constellation_id = constellation_id
-    self.sv_id = sv_id  # satellite id per constellation
-
-    self.recv_time_week = recv_time_week
-    self.recv_time_sec = recv_time_sec
-    self.recv_time = GPSTime(recv_time_week, recv_time_sec)
-    self.glonass_freq = glonass_freq  # glonass channel
-
-    # Measurements
-    self.observables = observables
-    self.observables_std = observables_std
-
-    # flags
-    self.processed = False
-    self.corrected = False
-
-    # sat info
-    self.sat_pos = np.array([np.nan, np.nan, np.nan])
-    self.sat_vel = np.array([np.nan, np.nan, np.nan])
-    self.sat_clock_err = np.nan
-    self.sat_ephemeris: Optional[Ephemeris] = None
-
-    self.sat_pos_final = np.array([np.nan, np.nan, np.nan])  # sat_pos in receiver time's ECEF frame instead of satellite time's ECEF frame
-    self.observables_final: Dict[str, float] = {}
-
-  def process(self, dog):
-    sat_time = self.recv_time - self.observables['C1C']/constants.SPEED_OF_LIGHT
-    sat_info = dog.get_sat_info(self.prn, sat_time)
-    if sat_info is None:
-      return False
-    self.sat_pos, self.sat_vel, self.sat_clock_err, _, self.sat_ephemeris = sat_info
-    self.processed = True
-    return True
-
-  def correct(self, est_pos, dog, correct_delay=True):
-    for obs in self.observables:
-      if obs[0] == 'C':  # or obs[0] == 'L':
-        if correct_delay:
-          delay = dog.get_delay(self.prn, self.recv_time, est_pos, signal=obs)
-        else:
-          delay = 0.0
-        if delay is not None:
-          self.observables_final[obs] = (self.observables[obs] +
-                                         self.sat_clock_err*constants.SPEED_OF_LIGHT -
-                                         delay)
-      else:
-        self.observables_final[obs] = self.observables[obs]
-    if 'C1C' in self.observables_final and 'C2P' in self.observables_final:
-      self.observables_final['IOF'] = (((constants.GPS_L1**2)*self.observables_final['C1C'] -
-                                        (constants.GPS_L2**2)*self.observables_final['C2P'])/
-                                       (constants.GPS_L1**2 - constants.GPS_L2**2))
-
-    geometric_range = np.linalg.norm(self.sat_pos - est_pos)
-    theta_1 = constants.EARTH_ROTATION_RATE * geometric_range / constants.SPEED_OF_LIGHT
-    self.sat_pos_final = np.array([self.sat_pos[0] * np.cos(theta_1) + self.sat_pos[1] * np.sin(theta_1),
-                                   self.sat_pos[1] * np.cos(theta_1) - self.sat_pos[0] * np.sin(theta_1),
-                                   self.sat_pos[2]])
-    if 'C1C' in self.observables_final and np.isfinite(self.observables_final['C1C']):
-      self.corrected = True
-      return True
-    return False
-
-  def as_array(self, only_corrected=True):
-    observables = self.observables_final
-    sat_pos = self.sat_pos_final
-    if not self.corrected:
-      if only_corrected:
-        raise NotImplementedError('Only corrected measurements can be put into arrays')
-      else:
-        observables = self.observables
-        sat_pos = self.sat_pos
-    ret = np.array([self.get_nmea_id(), self.recv_time_week, self.recv_time_sec, self.glonass_freq,
-                    observables['C1C'], self.observables_std['C1C'],
-                    observables['D1C'], self.observables_std['D1C']])
-    return np.concatenate((ret, sat_pos, self.sat_vel))
-
-  def __repr__(self):
-    time = self.recv_time.as_datetime().strftime('%Y-%m-%dT%H:%M:%S.%f')
-    return f"<GNSSMeasurement from {self.prn} at {time}>"
-
-  def get_nmea_id(self):
-    return get_nmea_id_from_constellation_and_svid(self.constellation_id, self.sv_id)
-
-
-def process_measurements(measurements: List[GNSSMeasurement], dog) -> List[GNSSMeasurement]:
-  proc_measurements = []
-  for meas in measurements:
-    if meas.process(dog):
-      proc_measurements.append(meas)
-  return proc_measurements
-
-
-def correct_measurements(measurements: List[GNSSMeasurement], est_pos, dog, correct_delay=True) -> List[GNSSMeasurement]:
-  corrected_measurements = []
-  for meas in measurements:
-    if meas.correct(est_pos, dog, correct_delay=correct_delay):
-      corrected_measurements.append(meas)
-  return corrected_measurements
-
-
-def group_measurements_by_epoch(measurements):
-  meas_filt_by_t = [[measurements[0]]]
-  for m in measurements[1:]:
-    if abs(m.recv_time - meas_filt_by_t[-1][-1].recv_time) > 1e-9:
-      meas_filt_by_t.append([])
-    meas_filt_by_t[-1].append(m)
-  return meas_filt_by_t
-
-
-def group_measurements_by_sat(measurements):
-  measurements_by_sat = {}
-  sats = {m.prn for m in measurements}
-  for sat in sats:
-    measurements_by_sat[sat] = [m for m in measurements if m.prn == sat]
-  return measurements_by_sat
-
-
-def read_raw_qcom(report):
-  dr = 'DrMeasurementReport' in str(report.schema)
-  # Only gps/sbas and glonass are supported
-  constellation_id = ConstellationId.from_qcom_source(report.source)
-  if constellation_id in [ConstellationId.GPS, ConstellationId.SBAS]:  # gps/sbas
-    if dr:
-      recv_tow = report.gpsMilliseconds / 1000.0  # seconds
-      time_bias_ms = struct.unpack("f", struct.pack("I", report.gpsTimeBiasMs))[0]
-    else:
-      recv_tow = report.milliseconds / 1000.0  # seconds
-      time_bias_ms = report.timeBias
-    recv_time = GPSTime(report.gpsWeek, recv_tow)
-  elif constellation_id == ConstellationId.GLONASS:
-    if dr:
-      recv_tow = report.glonassMilliseconds / 1000.0  # seconds
-      recv_time = GPSTime.from_glonass(report.glonassYear, report.glonassDay, recv_tow)
-      time_bias_ms = report.glonassTimeBias
-    else:
-      recv_tow = report.milliseconds / 1000.0  # seconds
-      recv_time = GPSTime.from_glonass(report.glonassCycleNumber, report.glonassNumberOfDays, recv_tow)
-      time_bias_ms = report.timeBias
-  else:
-    raise NotImplementedError('Only GPS (0), SBAS (1) and GLONASS (6) are supported from qcom, not:', {report.source})
-  # logging.debug(recv_time, report.source, time_bias_ms, dr)
-  measurements = []
-  for i in report.sv:
-    nmea_id = i.svId  # todo change svId to nmea_id in cereal message. Or better: change the publisher to publish correct svId's, since constellation id is also given
-    if nmea_id == 255:
-      # TODO nmea_id is not valid. Fix publisher
-      continue
-    _, sv_id = get_constellation_and_sv_id(nmea_id)
-    if not i.measurementStatus.measurementNotUsable and i.measurementStatus.satelliteTimeIsKnown:
-      sat_tow = (i.unfilteredMeasurementIntegral + i.unfilteredMeasurementFraction + i.latency + time_bias_ms) / 1000
-      observables, observables_std = {}, {}
-      observables['C1C'] = (recv_tow - sat_tow)*constants.SPEED_OF_LIGHT
-      observables_std['C1C'] = i.unfilteredTimeUncertainty * 1e-3 * constants.SPEED_OF_LIGHT
-      if i.measurementStatus.fineOrCoarseVelocity:
-        # about 10x better, perhaps filtered with carrier phase?
-        observables['D1C'] = i.fineSpeed
-        observables_std['D1C'] = i.fineSpeedUncertainty
-      else:
-        observables['D1C'] = i.unfilteredSpeed
-        observables_std['D1C'] = i.unfilteredSpeedUncertainty
-      observables['S1C'] = (i.carrierNoise/100.) if i.carrierNoise != 0 else np.nan
-      observables['L1C'] = np.nan
-      # logging.debug("  %.5f %3d %10.2f %7.2f %7.2f %.2f %d" % (recv_time.tow, nmea_id,
-      # observables['C1C'], observables_std['C1C'],
-      # observables_std['D1C'], observables['S1C'], i.latency), i.observationState, i.measurementStatus.fineOrCoarseVelocity)
-      glonass_freq = (i.glonassFrequencyIndex - 7) if constellation_id == ConstellationId.GLONASS else np.nan
-      measurements.append(GNSSMeasurement(constellation_id, sv_id,
-                                          recv_time.week,
-                                          recv_time.tow,
-                                          observables,
-                                          observables_std,
-                                          glonass_freq))
-  return measurements
-
-
-def read_raw_ublox(report) -> List[GNSSMeasurement]:
-  recv_tow = report.rcvTow  # seconds
-  recv_week = report.gpsWeek
-  measurements = []
-  for i in report.measurements:
-    # only add Gps and Glonass fixes
-    if i.gnssId in [ConstellationId.GPS, ConstellationId.GLONASS]:
-      if i.svId > 32 or i.pseudorange > 2**32:
-        continue
-      observables = {}
-      observables_std = {}
-      if i.trackingStatus.pseudorangeValid and i.sigId == 0:
-        observables['C1C'] = i.pseudorange
-        # Empirically it seems obvious ublox's std is
-        # actually a variation
-        observables_std['C1C'] = sqrt(i.pseudorangeStdev)*10
-        if i.gnssId == ConstellationId.GLONASS:
-          glonass_freq = i.glonassFrequencyIndex - 7
-          observables['D1C'] = -(constants.SPEED_OF_LIGHT / (constants.GLONASS_L1 + glonass_freq * constants.GLONASS_L1_DELTA)) * i.doppler
-        else:  # GPS
-          glonass_freq = np.nan
-          observables['D1C'] = -(constants.SPEED_OF_LIGHT / constants.GPS_L1) * i.doppler
-        observables_std['D1C'] = (constants.SPEED_OF_LIGHT / constants.GPS_L1) * i.dopplerStdev
-        observables['S1C'] = i.cno
-        if i.trackingStatus.carrierPhaseValid:
-          observables['L1C'] = i.carrierCycles
-        else:
-          observables['L1C'] = np.nan
-
-        measurements.append(GNSSMeasurement(ConstellationId(i.gnssId), i.svId, recv_week, recv_tow,
-                                            observables, observables_std, glonass_freq))
-  return measurements
-
-
-def read_rinex_obs(obsdata) -> List[List[GNSSMeasurement]]:
-  measurements: List[List[GNSSMeasurement]] = []
-  obsdata_keys = list(obsdata.data.keys())
-  first_sat = obsdata_keys[0]
-  n = len(obsdata.data[first_sat]['Epochs'])
-  for i in range(n):
-    recv_time_datetime = obsdata.data[first_sat]['Epochs'][i]
-    recv_time_datetime = recv_time_datetime.astype(datetime.datetime)
-    recv_time = GPSTime.from_datetime(recv_time_datetime)
-    measurements.append([])
-    for sat_str in obsdata_keys:
-      if np.isnan(obsdata.data[sat_str]['C1'][i]):
-        continue
-      observables, observables_std = {}, {}
-      for obs in obsdata.data[sat_str]:
-        if obs == 'Epochs':
-          continue
-        rinex3_obs_key = rinex3_obs_from_rinex2_obs(obs)
-        observables[rinex3_obs_key] = obsdata.data[sat_str][obs][i]
-        observables_std[rinex3_obs_key] = 1.
-
-      constellation_id, sv_id = get_constellation_and_sv_id(int(sat_str))
-      measurements[-1].append(GNSSMeasurement(constellation_id, sv_id,
-                                              recv_time.week, recv_time.tow,
-                                              observables, observables_std))
-  return measurements
-
-
-def get_Q(recv_pos, sat_positions):
-  local = LocalCoord.from_ecef(recv_pos)
-  sat_positions_rel = local.ecef2ned(sat_positions)
-  sat_distances = np.linalg.norm(sat_positions_rel, axis=1)
-  A = np.column_stack((sat_positions_rel[:,0]/sat_distances,  # pylint: disable=unsubscriptable-object
-                       sat_positions_rel[:,1]/sat_distances,  # pylint: disable=unsubscriptable-object
-                       sat_positions_rel[:,2]/sat_distances,  # pylint: disable=unsubscriptable-object
-                       -np.ones(len(sat_distances))))
-  if A.shape[0] < 4 or np.linalg.matrix_rank(A) < 4:
-    return np.inf*np.ones((4,4))
-  Q = np.linalg.inv(A.T.dot(A))
-  return Q
-
-
-def get_DOP(recv_pos, sat_positions):
-  Q = get_Q(recv_pos, sat_positions)
-  return np.sqrt(np.trace(Q))
-
-
-def get_HDOP(recv_pos, sat_positions):
-  Q = get_Q(recv_pos, sat_positions)
-  return np.sqrt(np.trace(Q[:2,:2]))
-
-
-def get_VDOP(recv_pos, sat_positions):
-  Q = get_Q(recv_pos, sat_positions)
-  return np.sqrt(Q[2,2])
-
-
-def get_TDOP(recv_pos, sat_positions):
-  Q = get_Q(recv_pos, sat_positions)
-  return np.sqrt(Q[3,3])
-
-
-def get_PDOP(recv_pos, sat_positions):
-  Q = get_Q(recv_pos, sat_positions)
-  return np.sqrt(np.trace(Q[:3,:3]))

laika/rinex_file.py

@@ -1,252 +0,0 @@
-#!/usr/bin/env python
-
-# Copyright (C) 2014 Swift Navigation Inc.
-#
-# This source is subject to the license found in the file 'LICENSE' which must
-# be be distributed together with this source. All other rights reserved.
-#
-# THIS CODE AND INFORMATION IS PROVIDED "AS IS" WITHOUT WARRANTY OF ANY KIND,
-# EITHER EXPRESSED OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE IMPLIED
-# WARRANTIES OF MERCHANTABILITY AND/OR FITNESS FOR A PARTICULAR PURPOSE.
-
-import datetime
-import numpy as np
-import logging
-
-def floatornan(x):
-  if x == '' or x[-1] == ' ':
-    return np.NaN
-  return float(x)
-
-
-def digitorzero(x):
-  if x == ' ' or x == '':
-    return 0
-  return int(x)
-
-
-def padline(l, n=16):
-  x = len(l)
-  x_ = n * ((x + n - 1) // n)
-  padded = l + ' ' * (x_ - x)
-  while len(padded) < 70:
-    padded += ' ' * 16
-  return padded
-
-
-TOTAL_SATS = 132  # Increased to support Galileo
-
-
-class DownloadError(Exception):
-  pass
-
-
-class RINEXFile:
-  def __init__(self, filename, rate=None):
-    self.rate = rate
-    try:
-      with open(filename) as f:
-        self._read_header(f)
-        self._read_data(f)
-    except TypeError:
-      logging.exception("TypeError, file likely not downloaded.")
-      raise DownloadError("file download failure")
-    except FileNotFoundError:
-      logging.exception("File not found in directory.")
-      raise DownloadError("file missing in download cache")
-  def _read_header(self, f):
-    version_line = padline(f.readline(), 80)
-
-    self.version = float(version_line[0:9])
-    if (self.version > 2.11):
-      raise ValueError(
-        f"RINEX file versions > 2.11 not supported (file version {self.version:f})")
-
-    self.filetype = version_line[20]
-    if self.filetype not in "ONGM":  # Check valid file type
-      raise ValueError(f"RINEX file type '{self.filetype}' not supported")
-    if self.filetype != 'O':
-      raise ValueError("Only 'OBSERVATION DATA' RINEX files are currently supported")
-
-    self.gnss = version_line[40]
-    if self.gnss not in " GRSEM":  # Check valid satellite system
-      raise ValueError(f"Satellite system '{self.filetype}' not supported")
-    if self.gnss == ' ':
-      self.gnss = 'G'
-    if self.gnss != 'G':
-      #raise ValueError("Only GPS data currently supported")
-      pass
-
-    self.comment = ""
-    while True:  # Read the rest of the header
-      line = padline(f.readline(), 80)
-      label = line[60:80].rstrip()
-      if label == "END OF HEADER":
-        break
-      if label == "COMMENT":
-        self.comment += line[:60] + '\n'
-      if label == "MARKER NAME":
-        self.marker_name = line[:60].rstrip()
-        if self.marker_name == '':
-          self.marker_name = 'UNKNOWN'
-      if label == "# / TYPES OF OBSERV":
-        # RINEX files can have multiple line headers
-        # This code handles the case
-        try:
-          n_obs = int(line[0:6])
-          self.obs_types = []
-        except ValueError:
-          pass
-
-        if n_obs <= 9:
-          for i in range(0, n_obs):
-            self.obs_types.append(line[10 + 6 * i:12 + 6 * i])
-        if n_obs > 9:
-          for i in range(0, 9):
-            self.obs_types.append(line[10 + 6 * i:12 + 6 * i])
-          n_obs -= 9
-
-  def _read_next_non_comment(self, f):
-    line = f.readline()
-    while line and line.find('COMMENT') != -1:
-      line = f.readline()
-    return line
-
-  def _read_epoch_header(self, f):
-    epoch_hdr = self._read_next_non_comment(f)
-    if epoch_hdr == '':
-      return None
-    # ignore any line with these three strings
-    skippable = ('0.0000000  4  5', 'MARKER NUMBER', '          4  1')
-    while any(skip in epoch_hdr for skip in skippable):
-      epoch_hdr = self._read_next_non_comment(f)
-
-    if epoch_hdr == '':
-      return None
-
-    year = int(epoch_hdr[1:3])
-    if year >= 80:
-      year += 1900
-    else:
-      year += 2000
-    month = int(epoch_hdr[4:6])
-    day = int(epoch_hdr[7:9])
-    hour = int(epoch_hdr[10:12])
-    minute = int(epoch_hdr[13:15])
-    second = int(epoch_hdr[15:18])
-    microsecond = int(
-      epoch_hdr[19:25])  # Discard the least sig. fig. (use microseconds only).
-    epoch = datetime.datetime(year, month, day, hour, minute, second, microsecond)
-
-    flag = int(epoch_hdr[28])
-    allowed_flags = {0, 3, 4}
-    if flag not in allowed_flags:
-      raise ValueError("Don't know how to handle epoch flag %d in epoch header:\n%s" %
-                       (flag, epoch_hdr))
-
-    n_sats = int(epoch_hdr[29:32])
-    if flag > 1:  # event flag: nsats is number of records
-      for i in range(n_sats):
-        f.readline()
-      return None
-
-    sats = []
-    for i in range(0, n_sats):
-      if ((i % 12) == 0) and (i > 0):
-        epoch_hdr = f.readline()
-      sats.append(epoch_hdr[(32 + (i % 12) * 3):(35 + (i % 12) * 3)])
-
-    return epoch, flag, sats
-
-  def _read_obs(self, f, n_sat, sat_map):
-    obs = np.empty((TOTAL_SATS, len(self.obs_types)), dtype=np.float64) * np.NaN
-    lli = np.zeros((TOTAL_SATS, len(self.obs_types)), dtype=np.uint8)
-    signal_strength = np.zeros((TOTAL_SATS, len(self.obs_types)), dtype=np.uint8)
-
-    for i in range(n_sat):
-      # Join together observations for a single satellite if split across lines.
-      obs_line = ''.join(
-        padline(f.readline()[:-1], 16) for _ in range((len(self.obs_types) + 4) // 5))
-      for j in range(len(self.obs_types)):
-        obs_record = obs_line[16 * j:16 * (j + 1)]
-        obs[int(sat_map[i]), j] = floatornan(obs_record[0:14])
-        lli[int(sat_map[i]), j] = digitorzero(obs_record[14:15])
-        signal_strength[int(sat_map[i]), j] = digitorzero(obs_record[15:16])
-
-    return obs, lli, signal_strength
-
-  def _skip_obs(self, f, n_sat):
-    for i in range(n_sat):
-      for _ in range((len(self.obs_types) + 4) // 5):
-        f.readline()
-
-  def _read_data_chunk(self, f, CHUNK_SIZE=10000):
-    obss = np.empty(
-      (CHUNK_SIZE, TOTAL_SATS, len(self.obs_types)), dtype=np.float64) * np.NaN
-    llis = np.zeros((CHUNK_SIZE, TOTAL_SATS, len(self.obs_types)), dtype=np.uint8)
-    signal_strengths = np.zeros(
-      (CHUNK_SIZE, TOTAL_SATS, len(self.obs_types)), dtype=np.uint8)
-    epochs = np.zeros(CHUNK_SIZE, dtype='datetime64[us]')
-    flags = np.zeros(CHUNK_SIZE, dtype=np.uint8)
-
-    i = 0
-    while True:
-      hdr = self._read_epoch_header(f)
-      if hdr is None:
-        break
-      # data faster than desired rate: ignore it
-      if self.rate and (hdr[0].microsecond or hdr[0].second % self.rate != 0):
-        self._skip_obs(f, len(hdr[2]))
-        continue
-      epoch, flags[i], sats = hdr
-      epochs[i] = np.datetime64(epoch)
-      sat_map = np.ones(len(sats)) * -1
-      for n, sat in enumerate(sats):
-        if sat[0] == 'G':
-          sat_map[n] = int(sat[1:]) - 1
-        if sat[0] == 'R':
-          sat_map[n] = int(sat[1:]) - 1 + 64
-      obss[i], llis[i], signal_strengths[i] = self._read_obs(f, len(sats), sat_map)
-      i += 1
-      if i >= CHUNK_SIZE:
-        break
-
-    return obss[:i], llis[:i], signal_strengths[:i], epochs[:i], flags[:i]
-
-  def _read_data(self, f):
-    self.data = {}
-    while True:
-      obss, llis, signal_strengths, epochs, flags = self._read_data_chunk(f)
-      if obss.shape[0] == 0:
-        break
-
-      for i, sv in enumerate(['%02d' % d for d in range(1, TOTAL_SATS+1)]):
-        if sv not in self.data:
-          self.data[sv] = {}
-        for j, obs_type in enumerate(self.obs_types):
-          if obs_type in self.data[sv]:
-            self.data[sv][obs_type] = np.append(self.data[sv][obs_type], obss[:, i, j])
-          else:
-            self.data[sv][obs_type] = obss[:, i, j]
-        if 'Epochs' in self.data[sv]:
-          self.data[sv]['Epochs'] = np.append(self.data[sv]['Epochs'], epochs)
-        else:
-          self.data[sv]['Epochs'] = epochs
-    for sat in list(self.data.keys()):
-      if np.all(np.isnan(self.data[sat]['C1'])):
-        del self.data[sat]
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-

laika/trop.py

@@ -1,34 +0,0 @@
-#!/usr/bin/python
-
-from numpy import cos, exp, pi
-from .lib.coordinates import ecef2geodetic
-
-
-def saast(pos, el, humi=0.75, temp0=15.0):
-  """
-    Function from RTKlib: https://github.com/tomojitakasu/RTKLIB/blob/master/src/rtkcmn.c#L3362-3362
-        with no changes
-    :param time:    time
-    :param pos:     receiver position {ecef} m)
-    :param el:    azimuth/elevation angle {az,el} (rad) -- we do not use az
-    :param humi:    relative humidity
-    :param temp0:   temperature (Celsius)
-    :return:        tropospheric delay (m)
-    """
-  pos_rad = ecef2geodetic(pos, radians=True)
-  if pos_rad[2] < -1E3 or 1E4 < pos_rad[2] or el <= 0:
-    return 0.0
-
-  # /* standard atmosphere */
-  hgt = 0.0 if pos_rad[2] < 0.0 else pos_rad[2]
-
-  pres = 1013.25 * pow(1.0 - 2.2557E-5 * hgt, 5.2568)
-  temp = temp0 - 6.5E-3 * hgt + 273.16
-  e = 6.108 * humi * exp((17.15 * temp - 4684.0) / (temp - 38.45))
-
-  # /* saastamoninen model */
-  z = pi / 2.0 - el
-  trph = 0.0022768 * pres / (
-    1.0 - 0.00266 * cos(2.0 * pos_rad[0]) - 0.00028 * hgt / 1E3) / cos(z)
-  trpw = 0.002277 * (1255.0 / temp + 0.05) * e / cos(z)
-  return trph + trpw

opendbc/can/common.cc

@@ -29,7 +29,7 @@ unsigned int subaru_checksum(uint32_t address, const Signal &sig, const std::vec
   while (address) { s += address & 0xFF; address >>= 8; }
 
   // skip checksum in first byte
-  for (int i = 1; i < d.size(); i++) { s += d[i]; };
+  for (int i = 1; i < d.size(); i++) { s += d[i]; }
 
   return s & 0xFF;
 }

opendbc/can/common.h

@@ -76,8 +76,7 @@ public:
   uint64_t can_invalid_cnt = CAN_INVALID_CNT;
 
   CANParser(int abus, const std::string& dbc_name,
-            const std::vector<MessageParseOptions> &options,
+            const std::vector<std::pair<uint32_t, int>> &messages);
-            const std::vector<SignalParseOptions> &sigoptions);
   CANParser(int abus, const std::string& dbc_name, bool ignore_checksum, bool ignore_counter);
   #ifndef DYNAMIC_CAPNP
   void update_string(const std::string &data, bool sendcan);

opendbc/can/common.pxd

@@ -3,6 +3,7 @@
 
 from libc.stdint cimport uint8_t, uint16_t, uint32_t, uint64_t
 from libcpp cimport bool
+from libcpp.pair cimport pair
 from libcpp.string cimport string
 from libcpp.vector cimport vector
 
@@ -48,14 +49,6 @@ cdef extern from "common_dbc.h":
     vector[Msg] msgs
     vector[Val] vals
 
-  cdef struct SignalParseOptions:
-    uint32_t address
-    string name
-
-  cdef struct MessageParseOptions:
-    uint32_t address
-    int check_frequency
-
   cdef struct SignalValue:
     uint32_t address
     uint64_t ts_nanos
@@ -74,8 +67,8 @@ cdef extern from "common.h":
   cdef cppclass CANParser:
     bool can_valid
     bool bus_timeout
-    CANParser(int, string, vector[MessageParseOptions], vector[SignalParseOptions])
+    CANParser(int, string, vector[pair[uint32_t, int]]) except +
-    void update_strings(vector[string]&, vector[SignalValue]&, bool)
+    void update_strings(vector[string]&, vector[SignalValue]&, bool) except +
 
   cdef cppclass CANPacker:
    CANPacker(string)

opendbc/can/common_dbc.h

@@ -5,23 +5,11 @@
 #include <string>
 #include <vector>
 
-#define ARRAYSIZE(x) (sizeof(x)/sizeof(x[0]))
-
 struct SignalPackValue {
   std::string name;
   double value;
 };
 
-struct SignalParseOptions {
-  uint32_t address;
-  std::string name;
-};
-
-struct MessageParseOptions {
-  uint32_t address;
-  int check_frequency;
-};
-
 struct SignalValue {
   uint32_t address;
   uint64_t ts_nanos;

opendbc/can/packer.cc

@@ -35,7 +35,7 @@ CANPacker::CANPacker(const std::string& dbc_name) {
   for (const auto& msg : dbc->msgs) {
     message_lookup[msg.address] = msg;
     for (const auto& sig : msg.sigs) {
-      signal_lookup[std::make_pair(msg.address, std::string(sig.name))] = sig;
+      signal_lookup[std::make_pair(msg.address, sig.name)] = sig;
     }
   }
   init_crc_lookup_tables();

opendbc/can/packer_pyx.pyx

@@ -40,7 +40,7 @@ cdef class CANPacker:
 
   cpdef make_can_msg(self, name_or_addr, bus, values):
     cdef int addr
-    if type(name_or_addr) == int:
+    if isinstance(name_or_addr, int):
       addr = name_or_addr
     else:
       addr = self.name_to_address[name_or_addr.encode("utf8")]

opendbc/can/parser.cc

@@ -2,6 +2,8 @@
 #include <cassert>
 #include <cstring>
 #include <limits>
+#include <stdexcept>
+#include <sstream>
 
 #include <unistd.h>
 #include <fcntl.h>
@@ -89,9 +91,7 @@ bool MessageState::update_counter_generic(int64_t v, int cnt_size) {
 }
 
 
-CANParser::CANParser(int abus, const std::string& dbc_name,
+CANParser::CANParser(int abus, const std::string& dbc_name, const std::vector<std::pair<uint32_t, int>> &messages)
-          const std::vector<MessageParseOptions> &options,
-          const std::vector<SignalParseOptions> &sigoptions)
   : bus(abus), aligned_buf(kj::heapArray<capnp::word>(1024)) {
   dbc = dbc_lookup(dbc_name);
   assert(dbc);
@@ -99,14 +99,21 @@ CANParser::CANParser(int abus, const std::string& dbc_name,
 
   bus_timeout_threshold = std::numeric_limits<uint64_t>::max();
 
-  for (const auto& op : options) {
+  for (const auto& [address, frequency] : messages) {
-    MessageState &state = message_states[op.address];
+    // disallow duplicate message checks
-    state.address = op.address;
+    if (message_states.find(address) != message_states.end()) { 
+      std::stringstream is;
+      is << "Duplicate Message Check: " << address;
+      throw std::runtime_error(is.str());
+    }
+
+    MessageState &state = message_states[address];
+    state.address = address;
     // state.check_frequency = op.check_frequency,
 
     // msg is not valid if a message isn't received for 10 consecutive steps
-    if (op.check_frequency > 0) {
+    if (frequency > 0) {
-      state.check_threshold = (1000000000ULL / op.check_frequency) * 10;
+      state.check_threshold = (1000000000ULL / frequency) * 10;
 
       // bus timeout threshold should be 10x the fastest msg
       bus_timeout_threshold = std::min(bus_timeout_threshold, state.check_threshold);
@@ -114,13 +121,13 @@ CANParser::CANParser(int abus, const std::string& dbc_name,
 
     const Msg* msg = NULL;
     for (const auto& m : dbc->msgs) {
-      if (m.address == op.address) {
+      if (m.address == address) {
         msg = &m;
         break;
       }
     }
     if (!msg) {
-      fprintf(stderr, "CANParser: could not find message 0x%X in DBC %s\n", op.address, dbc_name.c_str());
+      fprintf(stderr, "CANParser: could not find message 0x%X in DBC %s\n", address, dbc_name.c_str());
       assert(false);
     }
 
@@ -128,28 +135,10 @@ CANParser::CANParser(int abus, const std::string& dbc_name,
     state.size = msg->size;
     assert(state.size <= 64);  // max signal size is 64 bytes
 
-    // track checksums and counters for this message
+    // track all signals for this message
-    for (const auto& sig : msg->sigs) {
+    state.parse_sigs = msg->sigs;
-      if (sig.type != SignalType::DEFAULT) {
+    state.vals.resize(msg->sigs.size());
-        state.parse_sigs.push_back(sig);
+    state.all_vals.resize(msg->sigs.size());
-        state.vals.push_back(0);
-        state.all_vals.push_back({});
-      }
-    }
-
-    // track requested signals for this message
-    for (const auto& sigop : sigoptions) {
-      if (sigop.address != op.address) continue;
-
-      for (const auto& sig : msg->sigs) {
-        if (sig.name == sigop.name && sig.type == SignalType::DEFAULT) {
-          state.parse_sigs.push_back(sig);
-          state.vals.push_back(0);
-          state.all_vals.push_back({});
-          break;
-        }
-      }
-    }
   }
 }
 

opendbc/can/parser_pyx.pyx

@@ -2,14 +2,14 @@
 # cython: c_string_encoding=ascii, language_level=3
 
 from cython.operator cimport dereference as deref, preincrement as preinc
+from libcpp.pair cimport pair
 from libcpp.string cimport string
 from libcpp.vector cimport vector
 from libcpp.unordered_set cimport unordered_set
 from libc.stdint cimport uint32_t
-from libcpp.map cimport map
 
 from .common cimport CANParser as cpp_CANParser
-from .common cimport SignalParseOptions, MessageParseOptions, dbc_lookup, SignalValue, DBC
+from .common cimport dbc_lookup, SignalValue, DBC
 
 import numbers
 from collections import defaultdict
@@ -19,7 +19,6 @@ cdef class CANParser:
   cdef:
     cpp_CANParser *can
     const DBC *dbc
-    map[uint32_t, string] address_to_msg_name
     vector[SignalValue] can_values
 
   cdef readonly:
@@ -28,10 +27,7 @@ cdef class CANParser:
     dict ts_nanos
     string dbc_name
 
-  def __init__(self, dbc_name, signals, checks=None, bus=0, enforce_checks=True):
+  def __init__(self, dbc_name, messages, bus=0):
-    if checks is None:
-      checks = []
-
     self.dbc_name = dbc_name
     self.dbc = dbc_lookup(dbc_name)
     if not self.dbc:
@@ -41,71 +37,33 @@ cdef class CANParser:
     self.vl_all = {}
     self.ts_nanos = {}
     msg_name_to_address = {}
-    msg_address_to_signals = {}
+    address_to_msg_name = {}
 
     for i in range(self.dbc[0].msgs.size()):
       msg = self.dbc[0].msgs[i]
       name = msg.name.decode("utf8")
 
       msg_name_to_address[name] = msg.address
-      msg_address_to_signals[msg.address] = set()
+      address_to_msg_name[msg.address] = name
-      for sig in msg.sigs:
+
-        msg_address_to_signals[msg.address].add(sig.name.decode("utf8"))
+    # Convert message names into addresses and check existence in DBC
-
+    cdef vector[pair[uint32_t, int]] message_v
-      self.address_to_msg_name[msg.address] = name
+    for i in range(len(messages)):
-      self.vl[msg.address] = {}
+      c = messages[i]
-      self.vl[name] = self.vl[msg.address]
+      address = c[0] if isinstance(c[0], numbers.Number) else msg_name_to_address.get(c[0])
-      self.vl_all[msg.address] = {}
+      if address not in address_to_msg_name:
-      self.vl_all[name] = self.vl_all[msg.address]
+        raise RuntimeError(f"could not find message {repr(c[0])} in DBC {self.dbc_name}")
-      self.ts_nanos[msg.address] = {}
+      message_v.push_back((address, c[1]))
-      self.ts_nanos[name] = self.ts_nanos[msg.address]
+
-
+      name = address_to_msg_name[address]
-    # Convert message names into addresses
+      self.vl[address] = {}
-    for i in range(len(signals)):
+      self.vl[name] = self.vl[address]
-      s = signals[i]
+      self.vl_all[address] = {}
-      address = s[1] if isinstance(s[1], numbers.Number) else msg_name_to_address.get(s[1])
+      self.vl_all[name] = self.vl_all[address]
-      if address not in msg_address_to_signals:
+      self.ts_nanos[address] = {}
-        raise RuntimeError(f"could not find message {repr(s[1])} in DBC {self.dbc_name}")
+      self.ts_nanos[name] = self.ts_nanos[address]
-      if s[0] not in msg_address_to_signals[address]:
+
-        raise RuntimeError(f"could not find signal {repr(s[0])} in {repr(s[1])}, DBC {self.dbc_name}")
+    self.can = new cpp_CANParser(bus, dbc_name, message_v)
-
-      signals[i] = (s[0], address)
-
-    for i in range(len(checks)):
-      c = checks[i]
-      if not isinstance(c[0], numbers.Number):
-        if c[0] not in msg_name_to_address:
-          print(msg_name_to_address)
-          raise RuntimeError(f"could not find message {repr(c[0])} in DBC {self.dbc_name}")
-        c = (msg_name_to_address[c[0]], c[1])
-        checks[i] = c
-
-    if enforce_checks:
-      checked_addrs = {c[0] for c in checks}
-      signal_addrs = {s[1] for s in signals}
-      unchecked = signal_addrs - checked_addrs
-      if len(unchecked):
-        err_msg = ", ".join(f"{self.address_to_msg_name[addr].decode()} ({hex(addr)})" for addr in unchecked)
-        raise RuntimeError(f"Unchecked addrs: {err_msg}")
-
-    cdef vector[SignalParseOptions] signal_options_v
-    cdef SignalParseOptions spo
-    for sig_name, sig_address in signals:
-      spo.address = sig_address
-      spo.name = sig_name
-      signal_options_v.push_back(spo)
-
-    message_options = dict((address, 0) for _, address in signals)
-    message_options.update(dict(checks))
-
-    cdef vector[MessageParseOptions] message_options_v
-    cdef MessageParseOptions mpo
-    for msg_address, freq in message_options.items():
-      mpo.address = msg_address
-      mpo.check_frequency = freq
-      message_options_v.push_back(mpo)
-
-    self.can = new cpp_CANParser(bus, dbc_name, message_options_v, signal_options_v)
     self.update_strings([])
 
   def update_strings(self, strings, sendcan=False):

opendbc/gm_global_a_powertrain_generated.dbc

@@ -176,12 +176,13 @@ BO_ 489 EBCMVehicleDynamic: 8 K17_EBCM
  SG_ YawRate : 35|12@0- (0.625,0) [0|1] "" NEO
  SG_ YawRate2 : 51|12@0- (0.0625,0) [-2047|2047] "grad/s" NEO
 
-BO_ 352 VehicleIgnition: 5 XXX
+BO_ 352 BCMImmobilizer: 5 K9_BCM
- SG_ Ignition : 7|32@0+ (1,0) [0|4294967295] "" XXX
+ SG_ ImmobilizerInfo : 7|32@0+ (1,0) [0|4294967295] "" XXX
 
-BO_ 497 VehicleIgnitionAlt: 8 XXX
+BO_ 497 BCMGeneralPlatformStatus: 8 K9_BCM
- SG_ Ignition : 5|1@0+ (1,0) [0|1] "" XXX
+ SG_ SystemPowerMode : 1|2@0+ (1,0) [0|3] "" XXX
- SG_ ParkBrake : 36|1@0+ (1,0) [0|3] "" XXX
+ SG_ SystemBackUpPowerMode : 5|2@0+ (1,0) [0|3] "" XXX
+ SG_ ParkBrakeSwActive : 36|1@0+ (1,0) [0|3] "" XXX
 
 BO_ 501 ECMPRDNL2: 8 K20_ECM
  SG_ TransmissionState : 48|4@1+ (1,0) [0|7] "" NEO
@@ -194,7 +195,7 @@ BO_ 532 BRAKE_RELATED: 6 XXX
 BO_ 560 EPBStatus: 8 EPB
  SG_ EPBClosed : 12|1@0+ (1,0) [0|1] ""  NEO
 
-BO_ 562 EBCMFrictionBrakeStatus: 8 XXX
+BO_ 562 EBCMFrictionBrakeStatus: 8 K17_EBCM
  SG_ FrictionBrakeUnavailable : 46|1@0+ (1,0) [0|1] "" XXX
 
 BO_ 608 SPEED_RELATED: 8 XXX
@@ -316,11 +317,12 @@ CM_ BU_ K124_ASCM "Active Safety Control Module";
 CM_ SG_ 381 MSG17D_AccPower "Need to investigate";
 CM_ BO_ 190 "Length varies from 6 to 8 bytes by car";
 CM_ SG_ 190 GasPedalAndAcc "ACC baseline is 62";
-CM_ SG_ 352 Ignition "Non-zero when ignition is on";
+CM_ SG_ 352 ImmobilizerInfo "Non-zero when ignition or accessory mode";
 CM_ SG_ 451 GasPedalAndAcc2 "ACC baseline is 62";
 CM_ SG_ 481 ACCAlwaysOne "Usually 1 if the car is equipped with ACC";
 CM_ SG_ 562 FrictionBrakeUnavailable "1 when ACC brake control is unavailable. Stays high if brake command messages are blocked for a period of time";
-CM_ SG_ 497 Ignition "Describes ignition + preconditioning mode, noisy";
+CM_ SG_ 497 SystemPowerMode "Describes ignition";
+CM_ SG_ 497 SystemBackUpPowerMode "Describes ignition + preconditioning mode, noisy";
 CM_ SG_ 501 PRNDL2 "When ManualMode is Active, Value is 13=L1 12=L2 11=L3 ... 4=L10";
 CM_ SG_ 532 UserBrakePressure "can be lower than other brake position signals when the brakes are pre-filled from ACC braking and the user presses on the brakes. user-only pressure?";
 CM_ SG_ 608 ClusterSpeed "Cluster speed signal seems to match dash on newer cars, but is a lower rate and can be noisier.";
@@ -335,6 +337,8 @@ BA_DEF_DEF_  "BusType" "";
 BA_ "BusType" "CAN";
 BA_ "ProtocolType" "GMLAN";
 BA_ "UseGMParameterIDs" 0;
+VAL_ 497 SystemPowerMode 3 "Crank Request" 2 "Run" 1 "Accessory" 0 "Off";
+VAL_ 497 SystemBackUpPowerMode 3 "Crank Request" 2 "Run" 1 "Accessory" 0 "Off";
 VAL_ 481 DistanceButton 1 "Active" 0 "Inactive" ;
 VAL_ 481 LKAButton 1 "Active" 0 "Inactive" ;
 VAL_ 481 ACCButtons 6 "Cancel" 5 "Main" 3 "Set" 2 "Resume" 1 "None" ;

opendbc/hyundai_canfd.dbc

@@ -65,7 +65,7 @@ BO_ 80 LKAS: 16 XXX
  SG_ LKA_ASSIST : 62|1@1+ (1,0) [0|1] "" XXX
  SG_ LKA_MODE : 24|3@1+ (1,0) [0|7] "" XXX
  SG_ NEW_SIGNAL_2 : 70|2@0+ (1,0) [0|3] "" XXX
- SG_ SET_ME_1 : 80|1@0+ (1,0) [0|1] "" XXX
+ SG_ HAS_LANE_SAFETY : 80|1@0+ (1,0) [0|1] "" XXX
  SG_ NEW_SIGNAL_3 : 111|8@0+ (1,0) [0|255] "" XXX
  SG_ FCA_SYSWARN : 40|1@0+ (1,0) [0|1] "" XXX
 
@@ -98,10 +98,10 @@ BO_ 160 WHEEL_SPEEDS: 24 XXX
  SG_ MOVING_BACKWARD : 57|1@0+ (1,0) [0|1] "" XXX
  SG_ MOVING_FORWARD2 : 58|1@0+ (1,0) [0|1] "" XXX
  SG_ MOVING_BACKWARD2 : 59|1@0+ (1,0) [0|1] "" XXX
- SG_ WHEEL_SPEED_1 : 64|16@1+ (0.03125,0) [0|65535] "m/s" XXX
+ SG_ WHEEL_SPEED_1 : 64|16@1+ (0.03125,0) [0|65535] "kph" XXX
- SG_ WHEEL_SPEED_2 : 80|16@1+ (0.03125,0) [0|65535] "m/s" XXX
+ SG_ WHEEL_SPEED_2 : 80|16@1+ (0.03125,0) [0|65535] "kph" XXX
- SG_ WHEEL_SPEED_3 : 96|16@1+ (0.03125,0) [0|65535] "m/s" XXX
+ SG_ WHEEL_SPEED_3 : 96|16@1+ (0.03125,0) [0|65535] "kph" XXX
- SG_ WHEEL_SPEED_4 : 112|16@1+ (0.03125,0) [0|65535] "m/s" XXX
+ SG_ WHEEL_SPEED_4 : 112|16@1+ (0.03125,0) [0|65535] "kph" XXX
 
 BO_ 234 MDPS: 24 XXX
  SG_ CHECKSUM : 0|16@1+ (1,0) [0|65535] "" XXX
@@ -124,6 +124,23 @@ BO_ 261 ACCELERATOR_ALT: 32 XXX
  SG_ COUNTER : 16|8@1+ (1,0) [0|255] "" XXX
  SG_ ACCELERATOR_PEDAL : 103|10@1+ (0.25,0) [0|1022] "" XXX
 
+BO_ 272 LKAS_ALT: 32 XXX
+ SG_ STEER_REQ : 52|1@1+ (1,0) [0|1] "" XXX
+ SG_ TORQUE_REQUEST : 41|11@1+ (1,-1024) [0|4095] "" XXX
+ SG_ LKA_ICON : 38|2@1+ (1,0) [0|255] "" XXX
+ SG_ NEW_SIGNAL_1 : 27|2@1+ (1,0) [0|255] "" XXX
+ SG_ LFA_BUTTON : 56|1@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 16|8@1+ (1,0) [0|255] "" XXX
+ SG_ CHECKSUM : 0|16@1+ (1,0) [0|65535] "" XXX
+ SG_ STEER_MODE : 65|3@1+ (1,0) [0|1] "" XXX
+ SG_ LKA_WARNING : 32|1@1+ (1,0) [0|1] "" XXX
+ SG_ LKA_ASSIST : 62|1@1+ (1,0) [0|1] "" XXX
+ SG_ LKA_MODE : 24|3@1+ (1,0) [0|7] "" XXX
+ SG_ NEW_SIGNAL_2 : 70|2@0+ (1,0) [0|3] "" XXX
+ SG_ HAS_LANE_SAFETY : 80|1@0+ (1,0) [0|1] "" XXX
+ SG_ NEW_SIGNAL_3 : 111|8@0+ (1,0) [0|255] "" XXX
+ SG_ FCA_SYSWARN : 40|1@0+ (1,0) [0|1] "" XXX
+
 BO_ 293 STEERING_SENSORS: 16 XXX
  SG_ CHECKSUM : 0|16@1+ (1,0) [0|65535] "" XXX
  SG_ COUNTER : 16|8@1+ (1,0) [0|255] "" XXX
@@ -143,7 +160,7 @@ BO_ 298 LFA: 16 ADRV
  SG_ LKA_ASSIST : 62|1@1+ (1,0) [0|1] "" XXX
  SG_ LKA_MODE : 24|3@1+ (1,0) [0|7] "" XXX
  SG_ NEW_SIGNAL_2 : 70|2@0+ (1,0) [0|3] "" XXX
- SG_ SET_ME_1 : 80|1@0+ (1,0) [0|1] "" XXX
+ SG_ HAS_LANE_SAFETY : 80|1@0+ (1,0) [0|1] "" XXX
  SG_ NEW_SIGNAL_3 : 111|8@0+ (1,0) [0|255] "" XXX
 
 BO_ 304 GEAR_SHIFTER: 16 XXX
@@ -453,7 +470,10 @@ BO_ 676 CAM_0x2a4: 24 XXX
  SG_ BYTE4 : 32|8@1+ (1,0) [0|255] "" XXX
  SG_ BYTE5 : 40|8@1+ (1,0) [0|255] "" XXX
  SG_ BYTE6 : 48|8@1+ (1,0) [0|255] "" XXX
- SG_ BYTE7 : 56|8@1+ (1,0) [0|255] "" XXX
+ SG_ LEFT_LANE_LINE : 56|2@1+ (1,0) [0|3] "" XXX
+ SG_ SET_ME_0 : 58|2@1+ (1,0) [0|3] "" XXX
+ SG_ RIGHT_LANE_LINE : 60|2@1+ (1,0) [0|3] "" XXX
+ SG_ SET_ME_0_2 : 62|2@1+ (1,0) [0|3] "" XXX
  SG_ BYTE8 : 64|8@1+ (1,0) [0|255] "" XXX
  SG_ BYTE9 : 72|8@1+ (1,0) [0|255] "" XXX
  SG_ BYTE10 : 80|8@1+ (1,0) [0|255] "" XXX
@@ -487,11 +507,55 @@ BO_ 702 CAM_0x2be: 32 CAMERA
  SG_ CHECKSUM : 0|16@1+ (1,0) [0|65535] "" XXX
  SG_ COUNTER : 16|8@1+ (1,0) [0|255] "" XXX
 
+BO_ 736 MANUAL_SPEED_LIMIT_ASSIST: 32 XXX
+ SG_ CHECKSUM : 0|16@1+ (1,0) [0|65535] "" XXX
+ SG_ COUNTER : 16|8@1+ (1,0) [0|255] "" XXX
+ SG_ MSLA_STATUS : 26|2@1+ (1,0) [0|3] "" XXX
+ SG_ MSLA_ENABLED : 38|1@1+ (1,0) [0|1] "" XXX
+ SG_ MAX_SPEED : 55|8@0+ (1,0) [0|255] "" XXX
+ SG_ MAX_SPEED_COPY : 144|8@1+ (1,0) [0|255] "" XXX
+
 BO_ 837 ADRV_0x345: 8 ADRV
  SG_ CHECKSUM : 0|16@1+ (1,0) [0|65535] "" XXX
  SG_ COUNTER : 16|8@1+ (1,0) [0|255] "" XXX
  SG_ SET_ME_15 : 24|8@1+ (1,0) [0|255] "" XXX
 
+BO_ 866 CAM_0x362: 32 CAMERA
+ SG_ CHECKSUM : 0|16@1+ (1,0) [0|65535] "" XXX
+ SG_ COUNTER : 16|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE3 : 24|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE4 : 32|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE5 : 40|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE6 : 48|8@1+ (1,0) [0|255] "" XXX
+ SG_ LEFT_LANE_LINE : 56|2@1+ (1,0) [0|3] "" XXX
+ SG_ SET_ME_0 : 58|2@1+ (1,0) [0|3] "" XXX
+ SG_ RIGHT_LANE_LINE : 60|2@1+ (1,0) [0|3] "" XXX
+ SG_ SET_ME_0_2 : 62|2@1+ (1,0) [0|3] "" XXX
+ SG_ BYTE8 : 64|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE9 : 72|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE10 : 80|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE11 : 88|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE12 : 96|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE13 : 104|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE14 : 112|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE15 : 120|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE16 : 128|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE17 : 136|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE18 : 144|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE19 : 152|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE20 : 160|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE21 : 168|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE22 : 176|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE23 : 184|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE24 : 192|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE25 : 200|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE26 : 208|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE27 : 216|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE28 : 224|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE29 : 232|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE30 : 240|8@1+ (1,0) [0|255] "" XXX
+ SG_ BYTE31 : 248|8@1+ (1,0) [0|255] "" XXX
+
 BO_ 961 BLINKER_STALKS: 8 XXX
  SG_ COUNTER_ALT : 15|4@0+ (1,0) [0|15] "" XXX
  SG_ CHECKSUM_MAYBE : 7|8@0+ (1,0) [0|255] "" XXX
@@ -512,9 +576,14 @@ BO_ 1041 DOORS_SEATBELTS: 8 XXX
  SG_ PASSENGER_SEATBELT : 36|1@0+ (1,0) [0|1] "" XXX
 
 BO_ 1043 BLINKERS: 8 XXX
+ SG_ LEFT_STALK : 8|1@0+ (1,0) [0|1] "" XXX
+ SG_ RIGHT_STALK : 10|1@0+ (1,0) [0|1] "" XXX
  SG_ COUNTER_ALT : 15|4@0+ (1,0) [0|15] "" XXX
  SG_ LEFT_LAMP : 20|1@0+ (1,0) [0|1] "" XXX
  SG_ RIGHT_LAMP : 22|1@0+ (1,0) [0|1] "" XXX
+ SG_ LEFT_LAMP_ALT : 59|1@0+ (1,0) [0|1] "" XXX
+ SG_ RIGHT_LAMP_ALT : 61|1@0+ (1,0) [0|1] "" XXX
+ SG_ USE_ALT_LAMP : 62|1@0+ (1,0) [0|1] "" XXX
 
 BO_ 1240 CLUSTER_INFO: 8 XXX
  SG_ DISTANCE_UNIT : 0|1@1+ (1,0) [0|1] "" XXX
@@ -589,7 +658,12 @@ BO_ 1264 LOCAL_TIME: 8 XXX
  SG_ MINUTES : 21|6@0+ (1,0) [0|63] "" XXX
  SG_ SECONDS : 31|8@0+ (1,0) [0|59] "" XXX
 
+CM_ 272 "Alternative LKAS message, used on cars such as 2023 Ioniq 6, 2nd gen Kona. Matches LKAS except size is 32 bytes";
+CM_ 676 "Contains signals with detailed lane line information. Used by ADAS ECU on HDA 2 vehicles to operate LFA.";
+CM_ 866 "Contains signals with detailed lane line information. Used by ADAS ECU on HDA 2 vehicles to operate LFA. Used on cars that use message 272.";
+CM_ 1043 "Lamp signals do not seem universal on cars that use LKAS_ALT, but stalk signals do.";
 
+CM_ SG_ 80 HAS_LANE_SAFETY "If 0, hides LKAS 'Lane Safety' menu from vehicle settings";
 CM_ SG_ 96 BRAKE_PRESSURE "User applied brake pedal pressure. Ramps from computer applied pressure on falling edge of cruise. Cruise cancels if !=0";
 CM_ SG_ 101 BRAKE_POSITION "User applied brake pedal position, max is ~700. Signed on some vehicles";
 CM_ SG_ 373 PROBABLY_EQUIP "aeb equip?";
@@ -598,9 +672,15 @@ CM_ SG_ 373 DriverBraking "Likely derived from BRAKE->BRAKE_POSITION";
 CM_ SG_ 373 DriverBrakingLowSens "Higher threshold version of DriverBraking";
 CM_ SG_ 352 SET_ME_9 "has something to do with AEB settings";
 CM_ SG_ 416 VSetDis "set speed in display units";
+CM_ SG_ 676 LEFT_LANE_LINE "Left lane line confidence";
+CM_ SG_ 676 RIGHT_LANE_LINE "Right lane line confidence";
+CM_ SG_ 736 MAX_SPEED "Display units. Restricts car from driving above this speed unless accelerator pedal is depressed beyond pressure point";
+CM_ SG_ 866 LEFT_LANE_LINE "Left lane line confidence";
+CM_ SG_ 866 RIGHT_LANE_LINE "Right lane line confidence";
 CM_ SG_ 961 COUNTER_ALT "only increments on change";
 CM_ SG_ 1041 COUNTER_ALT "only increments on change";
 CM_ SG_ 1043 COUNTER_ALT "only increments on change";
+CM_ SG_ 1043 USE_ALT_LAMP "likely 1 on cars that use alt lamp signals";
 VAL_ 53 GEAR 0 "P" 5 "D" 6 "N" 7 "R" ;
 VAL_ 64 GEAR 0 "P" 5 "D" 6 "N" 7 "R" ;
 VAL_ 69 GEAR 0 "P" 5 "D" 6 "N" 7 "R" ;
@@ -609,6 +689,8 @@ VAL_ 80 LKA_ICON 0 "hidden" 1 "grey" 2 "green" 3 "flashing green" ;
 VAL_ 80 LKA_MODE 1 "warning only" 2 "assist" 6 "off" ;
 VAL_ 96 TRACTION_AND_STABILITY_CONTROL 0 "On" 5 "Limited" 1 "Off";
 VAL_ 234 LKA_FAULT 0 "ok" 1 "lka fault" ;
+VAL_ 272 LKA_ICON 0 "hidden" 1 "grey" 2 "green" 3 "flashing green" ;
+VAL_ 272 LKA_MODE 1 "warning only" 2 "assist" 6 "off" ;
 VAL_ 298 LKA_ICON 0 "hidden" 1 "grey" 2 "green" 3 "flashing green" ;
 VAL_ 298 LKA_MODE 1 "warning only" 2 "assist" 6 "off" ;
 VAL_ 304 PARK_BUTTON 1 "Pressed" 2 "Not Pressed";
@@ -622,6 +704,11 @@ VAL_ 426 CRUISE_BUTTONS 0 "none" 1 "res_accel" 2 "set_decel" 3 "gap_distance" 4
 VAL_ 463 CRUISE_BUTTONS 0 "none" 1 "res_accel" 2 "set_decel" 3 "gap_distance" 4 "pause_resume" ;
 VAL_ 463 RIGHT_PADDLE 0 "Not Pulled" 1 "Pulled";
 VAL_ 463 LEFT_PADDLE 0 "Not Pulled" 1 "Pulled";
+VAL_ 676 LEFT_LANE_LINE 0 "Not Detected" 1 "Low Confidence" 2 "Medium Confidence" 3 "High Confidence";
+VAL_ 676 RIGHT_LANE_LINE 0 "Not Detected" 1 "Low Confidence" 2 "Medium Confidence" 3 "High Confidence";
+VAL_ 736 MSLA_STATUS 0 "disabled" 1 "active" 2 "paused";
+VAL_ 866 LEFT_LANE_LINE 0 "Not Detected" 1 "Low Confidence" 2 "Medium Confidence" 3 "High Confidence";
+VAL_ 866 RIGHT_LANE_LINE 0 "Not Detected" 1 "Low Confidence" 2 "Medium Confidence" 3 "High Confidence";
 VAL_ 1041 DRIVER_DOOR 0 "Closed" 1 "Opened";
 VAL_ 1041 PASSENGER_DOOR 0 "Closed" 1 "Opened";
 VAL_ 1041 DRIVER_REAR_DOOR 0 "Closed" 1 "Opened";

opendbc/hyundai_kia_generic.dbc

@@ -1645,6 +1645,7 @@ BO_ 1348 Navi_HU: 8 XXX
 
 CM_ "BO_ E_EMS11: All (plug-in) hybrids use this gas signal: CR_Vcu_AccPedDep_Pos, and all EVs use the Accel_Pedal_Pos signal. See hyundai/values.py for a specific car list";
 CM_ SG_ 871 CF_Lvr_IsgState "Idle Stop and Go";
+CM_ SG_ 1056 SCCInfoDisplay "Goes to 1 for a second while transitioning from Cruise Control to No Message";
 CM_ SG_ 1348 SpeedLim_Nav_Clu "Speed limit displayed on Nav, Cluster and HUD";
 
 VAL_ 274 CUR_GR 1 "D" 2 "D" 3 "D" 4 "D" 5 "D" 6 "D" 7 "D" 8 "D" 14 "R" 0 "P";
@@ -1654,6 +1655,7 @@ VAL_ 882 Elect_Gear_Shifter 5 "D" 8 "S" 6 "N" 7 "R" 0 "P";
 VAL_ 905 ACCMode 0 "off" 1 "enabled" 2 "driver_override" 3 "off_maybe_fault" 4 "cancelled";
 VAL_ 909 CF_VSM_Warn 2 "FCW" 3 "AEB";
 VAL_ 916 ACCEnable 0 "SCC ready" 1 "SCC temp fault" 2 "SCC permanent fault" 3 "SCC permanent fault, communication issue";
+VAL_ 1056 SCCInfoDisplay 0 "No Message" 2 "Cruise Control" 3 "Lost Lead" 4 "Standstill";
 VAL_ 1057 ACCMode 0 "off" 1 "enabled" 2 "driver_override" 3 "off_maybe_fault";
 VAL_ 1157 HDA_Icon_State 0 "no_hda" 1 "white_hda" 2 "green_hda";
 VAL_ 1157 LFA_SysWarning 0 "no_message" 1 "switching_to_hda" 2 "switching_to_scc" 3 "lfa_error" 4 "check_hda" 5 "keep_hands_on_wheel_orange" 6 "keep_hands_on_wheel_red";

opendbc/mazda_2017.dbc

@@ -209,6 +209,8 @@ BO_ 1088 CAM_LANEINFO: 8 XXX
  SG_ LINE_VISIBLE : 0|1@0+ (1,0) [0|3] "" XXX
  SG_ LDW_WARN_RL : 58|1@0+ (1,0) [0|1] "" XXX
  SG_ LDW_WARN_LL : 57|1@0+ (1,0) [0|1] "" XXX
+ SG_ TJA : 38|3@0+ (1,0) [0|7] "" XXX
+ SG_ TJA_TRANSITION : 27|2@0+ (1,0) [0|63] "" XXX
 
 BO_ 1479 NEW_MSG_470: 8 XXX
 
@@ -554,6 +556,8 @@ BO_ 535 CURVE_CTRS: 8 XXX
 
 BO_ 540 CRZ_CTRL: 8 XXX
  SG_ NEW_SIGNAL_6 : 10|1@0+ (1,0) [0|1] "" XXX
+ SG_ NEW_SIGNAL_9 : 31|1@0+ (1,0) [0|255] "" XXX
+ SG_ ACC_GAS_MAYBE2 : 29|1@0+ (1,0) [0|1] "" XXX
  SG_ HANDS_OFF_STEERING : 48|1@0+ (1,0) [0|1] "" XXX
  SG_ HANDS_ON_STEER_WARN : 59|4@0+ (1,0) [0|255] "" XXX
  SG_ CRZ_ACTIVE : 3|1@0+ (1,0) [0|1] "" XXX
@@ -561,7 +565,9 @@ BO_ 540 CRZ_CTRL: 8 XXX
  SG_ DISTANCE_SETTING : 20|3@0+ (1,0) [0|7] "" XXX
  SG_ MSG_1_INV : 1|1@0+ (1,0) [0|1] "" XXX
  SG_ MSG_1_COPY : 9|1@0+ (1,0) [0|1] "" XXX
+ SG_ ACC_GAS_MAYBE : 23|1@0+ (1,0) [0|31] "" XXX
  SG_ ACC_ACTIVE_2 : 52|1@0+ (1,0) [0|1] "" XXX
+ SG_ NEW_SIGNAL_10 : 30|1@0+ (1,0) [0|1] "" XXX
  SG_ MSG_1 : 0|1@0+ (1,0) [0|3] "" XXX
  SG_ 5_SEC_DISABLE_TIMER : 45|3@0+ (1,0) [0|7] "" XXX
  SG_ NEW_SIGNAL_3 : 13|1@0+ (1,0) [0|3] "" XXX
@@ -701,6 +707,12 @@ BO_ 1143 BSM: 8 XXX
  SG_ NEW_SIGNAL_1 : 32|1@0+ (1,0) [0|1] "" XXX
  SG_ REAR_CT_ALERT : 23|5@0+ (1,0) [0|63] "" XXX
 
+BO_ 480 ACCEL_TEST: 8 XXX
+ SG_ ACCEL_COMMAND : 7|32@0- (1,0) [-2147483647|2147483647] "" XXX
+ SG_ ENABLED : 32|1@0+ (1,0) [0|1] "" XXX
+ SG_ STARTING : 40|1@0+ (1,0) [0|1] "" XXX
+ SG_ STOPPING : 48|1@0+ (1,0) [0|1] "" XXX
+
 BO_ 1361 KEY_POSITION: 8 XXX
 
 BO_ 1283 KEY_POSITION2: 8 XXX
@@ -760,6 +772,8 @@ CM_ SG_ 1157 LKAS_SENSETIVITY "0 low, 1 high";
 CM_ SG_ 1157 LANEE_DEPARTURE_ALERT "1 off, 2 on";
 CM_ SG_ 1157 WARNING "1 Rare, 0 often";
 CM_ SG_ 1088 LANE_LINES "0 LKAS disabled, 1 no lines, 2 two lines, 3 left line, 4 right line";
+CM_ SG_ 1088 TJA "2: crz not active,  3: TJA not allowed,  4: TJA allowed";
+CM_ SG_ 1088 TJA_TRANSITION "3: if TJA signal is 3, otherwise set to 0";
 CM_ SG_ 1045 ABS_MALFUNCTION "off: 0, solid: 1, slow blink: 2, fast blink: 3";
 CM_ SG_ 120 VEHICLE_ACC_X "Vehicle acceleration of X-axis wrt. NED frame.";
 CM_ SG_ 120 VEHICLE_ACC_Y "Vehicle acceleration of Y-axis wrt. NED frame.";

opendbc/subaru_forester_2017_generated.dbc

@@ -127,10 +127,11 @@ BO_ 338 Stalk: 8 XXX
 
 BO_ 352 ES_Brake: 8 XXX
  SG_ Brake_Pressure : 0|16@1+ (1,0) [0|255] "" XXX
- SG_ Brake_Light : 20|1@1+ (1,0) [0|1] "" XXX
+ SG_ Cruise_Brake_Lights : 20|1@1+ (1,0) [0|1] "" XXX
  SG_ Cruise_Fault : 21|1@1+ (1,0) [0|1] "" XXX
- SG_ Brake_On : 22|1@1+ (1,0) [0|1] "" XXX
+ SG_ Cruise_Brake_Active : 22|1@1+ (1,0) [0|1] "" XXX
  SG_ Cruise_Activated : 23|1@1+ (1,0) [0|1] "" XXX
+ SG_ SET_1 : 45|1@0+ (1,0) [0|1] "" XXX
  SG_ COUNTER : 48|3@1+ (1,0) [0|7] "" XXX
  SG_ Checksum : 56|8@1+ (1,0) [0|255] "" XXX
 
@@ -139,7 +140,7 @@ BO_ 353 ES_Distance: 8 XXX
  SG_ Signal1 : 12|4@1+ (1,0) [0|15] "" XXX
  SG_ Car_Follow : 16|1@1+ (1,0) [0|1] "" XXX
  SG_ Signal2 : 17|3@1+ (1,0) [0|7] "" XXX
- SG_ Brake_On : 20|1@1+ (1,0) [0|1] "" XXX
+ SG_ Cruise_Brake_Active : 20|1@1+ (1,0) [0|1] "" XXX
  SG_ Distance_Swap : 21|1@1+ (1,0) [0|1] "" XXX
  SG_ Standstill : 22|1@1+ (1,0) [0|1] "" XXX
  SG_ Signal3 : 23|1@1+ (1,0) [0|1] "" XXX
@@ -154,10 +155,10 @@ BO_ 353 ES_Distance: 8 XXX
  SG_ Signal7 : 51|5@1+ (1,0) [0|31] "" XXX
  SG_ Checksum : 56|8@1+ (1,0) [0|255] "" XXX
 
-BO_ 354 ES_RPM: 8 XXX
+BO_ 354 ES_Status: 8 XXX
  SG_ Brake : 8|1@1+ (1,0) [0|1] "" XXX
  SG_ Cruise_Activated : 9|1@1+ (1,0) [0|1] "" XXX
- SG_ RPM : 16|16@1+ (1,0) [0|65535] "" XXX
+ SG_ Cruise_RPM : 16|16@1+ (1,0) [0|65535] "" XXX
  SG_ Checksum : 32|8@1+ (1,0) [0|255] "" XXX
  SG_ COUNTER : 48|3@1+ (1,0) [0|7] "" XXX
 

opendbc/subaru_global_2017_generated.dbc

@@ -140,11 +140,11 @@ BO_ 290 ES_LKAS: 8 XXX
  SG_ LKAS_Output : 16|13@1- (-1,0) [-8191|8191] "" XXX
  SG_ LKAS_Request : 29|1@0+ (1,0) [0|1] "" XXX
 
-BO_ 292 ES_LKAS_ALT: 8 XXX
+BO_ 292 ES_LKAS_ANGLE: 8 XXX
  SG_ CHECKSUM : 0|8@1+ (1,0) [0|1] "" XXX
  SG_ COUNTER : 8|4@1+ (1,0) [0|1] "" XXX
  SG_ LKAS_Request : 12|1@1+ (1,0) [0|1] "" XXX
- SG_ LKAS_Output : 40|17@1- (-1,0) [0|1] "" XXX
+ SG_ LKAS_Output : 40|17@1- (-0.01,0) [0|1] "deg" XXX
  SG_ SET_3 : 60|2@1+ (1,0) [0|1] "" XXX
 
 BO_ 544 ES_Brake: 8 XXX
@@ -162,9 +162,9 @@ BO_ 544 ES_Brake: 8 XXX
 BO_ 577 Cruise_Status: 8 XXX
  SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
  SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ Cruise_Set_Speed : 51|12@0+ (1,0) [0|120] "" XXX
  SG_ Cruise_On : 54|1@1+ (1,0) [0|1] "" XXX
  SG_ Cruise_Activated : 55|1@1+ (1,0) [0|1] "" XXX
- SG_ Cruise_Active : 57|4@1+ (1,0) [0|15] "" XXX
 
 BO_ 552 BSD_RCTA: 8 XXX
  SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
@@ -246,6 +246,14 @@ BO_ 802 ES_LKAS_State: 8 XXX
  SG_ LKAS_Alert : 32|5@1+ (1,0) [0|31] "" XXX
  SG_ Signal3 : 37|27@1+ (1,0) [0|1] "" XXX
 
+BO_ 803 ES_Infotainment: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ LKAS_Blue_Lines : 15|4@0+ (1,0) [0|15] "" XXX
+ SG_ Signal1 : 19|4@0+ (1,0) [0|15] "" XXX
+ SG_ LKAS_State_Infotainment : 22|3@0+ (1,0) [0|7] "" XXX
+ SG_ Signal2 : 24|1@0+ (1,0) [0|1] "" XXX
+
 BO_ 722 AC_State: 8 XXX
  SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
  SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
@@ -257,6 +265,21 @@ BO_ 1677 Dash_State: 8 XXX
  SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
  SG_ Units : 29|3@1+ (1,0) [0|7] "" XXX
 
+BO_ 554 ES_HighBeamAssist: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ HBA_Available : 13|1@0+ (1,0) [0|1] "" XXX
+
+BO_ 805 ES_STATIC_1: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ SET_3 : 23|2@0+ (1,0) [0|3] "" XXX
+
+BO_ 289 ES_STATIC_2: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ SET_3 : 15|2@1+ (1,0) [0|3] "" XXX
+
 CM_ SG_ 64 Throttle_Combo "Throttle Cruise + Pedal";
 CM_ SG_ 313 Brake_Lights "Driver or Cruise Brake on";
 CM_ SG_ 544 Cruise_Brake_Lights "1 = switch on brake lights";
@@ -287,7 +310,7 @@ BO_ 72 Transmission: 8 XXX
  SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
  SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
  SG_ Gear : 24|8@1+ (1,0) [0|255] "" XXX
- SG_ RPM : 40|16@1+ (1,0) [0|65535] "" XXX
+ SG_ RPM : 40|15@1+ (1,0) [0|65535] "" XXX
 
 BO_ 73 CVT: 8 XXX
  SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
@@ -302,7 +325,7 @@ BO_ 545 ES_Distance: 8 XXX
  SG_ Cruise_Throttle : 16|12@1+ (1,0) [0|4095] "" XXX
  SG_ Signal2 : 28|4@1+ (1,0) [0|15] "" XXX
  SG_ Car_Follow : 32|1@1+ (1,0) [0|1] "" XXX
- SG_ Signal3 : 33|1@1+ (1,0) [0|1] "" XXX
+ SG_ Low_Speed_Follow : 33|1@1+ (1,0) [0|1] "" XXX
  SG_ Cruise_Soft_Disable : 34|1@1+ (1,0) [0|1] "" XXX
  SG_ Signal7 : 35|1@1+ (1,0) [0|1] "" XXX
  SG_ Cruise_Brake_Active : 36|1@1+ (1,0) [0|1] "" XXX
@@ -336,14 +359,6 @@ BO_ 576 CruiseControl: 8 XXX
  SG_ Cruise_Activated : 41|1@1+ (1,0) [0|1] "" XXX
  SG_ Signal2 : 42|22@1+ (1,0) [0|4194303] "" XXX
 
-BO_ 803 ES_Infotainment: 8 XXX
- SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
- SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
- SG_ LKAS_Blue_Lines : 15|4@0+ (1,0) [0|15] "" XXX
- SG_ Signal1 : 19|4@0+ (1,0) [0|15] "" XXX
- SG_ LKAS_State_Infotainment : 22|3@0+ (1,0) [0|7] "" XXX
- SG_ Signal2 : 24|1@0+ (1,0) [0|1] "" XXX
-
 CM_ SG_ 545 Cruise_Throttle "RPM-like output signal";
 CM_ SG_ 545 Cruise_EPB "1 = Electric Parking Brake set";
 CM_ SG_ 545 Distance_Swap "Switch from Close to Far distance";

opendbc/subaru_global_2020_hybrid_generated.dbc

@@ -0,0 +1,324 @@
+CM_ "AUTOGENERATED FILE, DO NOT EDIT";
+
+
+CM_ "Imported file _subaru_global.dbc starts here";
+VERSION ""
+
+
+NS_ :
+    NS_DESC_
+    CM_
+    BA_DEF_
+    BA_
+    VAL_
+    CAT_DEF_
+    CAT_
+    FILTER
+    BA_DEF_DEF_
+    EV_DATA_
+    ENVVAR_DATA_
+    SGTYPE_
+    SGTYPE_VAL_
+    BA_DEF_SGTYPE_
+    BA_SGTYPE_
+    SIG_TYPE_REF_
+    VAL_TABLE_
+    SIG_GROUP_
+    SIG_VALTYPE_
+    SIGTYPE_VALTYPE_
+    BO_TX_BU_
+    BA_DEF_REL_
+    BA_REL_
+    BA_DEF_DEF_REL_
+    BU_SG_REL_
+    BU_EV_REL_
+    BU_BO_REL_
+    SG_MUL_VAL_
+
+BS_:
+
+BU_: XXX X
+
+
+BO_ 2 Steering: 8 XXX
+ SG_ Steering_Angle : 7|16@0- (0.1,0) [0|65535] "" XXX
+ SG_ COUNTER : 25|3@1+ (1,0) [0|7] "" XXX
+ SG_ CHECKSUM : 32|8@1+ (1,0) [0|255] "" XXX
+
+BO_ 64 Throttle: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ Signal1 : 12|4@1+ (1,0) [0|15] "" XXX
+ SG_ Engine_RPM : 16|12@1+ (1,0) [0|4095] "" XXX
+ SG_ Signal2 : 28|4@1+ (1,0) [0|15] "" XXX
+ SG_ Throttle_Pedal : 32|8@1+ (1,0) [0|255] "" XXX
+ SG_ Throttle_Cruise : 40|8@1+ (1,0) [0|255] "" XXX
+ SG_ Throttle_Combo : 48|8@1+ (1,0) [0|255] "" XXX
+ SG_ Signal3 : 56|4@1+ (1,0) [0|15] "" XXX
+ SG_ Off_Accel : 60|4@1+ (1,0) [0|15] "" XXX
+
+BO_ 316 Brake_Status: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ Signal1 : 12|46@1+ (1,0) [0|1] "" XXX
+ SG_ ES_Brake : 58|1@1+ (1,0) [0|1] "" XXX
+ SG_ Signal2 : 59|3@1+ (1,0) [0|1] "" XXX
+ SG_ Brake : 62|1@1+ (1,0) [0|1] "" XXX
+ SG_ Signal3 : 63|1@1+ (1,0) [0|1] "" XXX
+
+BO_ 326 Cruise_Buttons: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ Signal1 : 12|30@1+ (1,0) [0|1073741823] "" XXX
+ SG_ Main : 42|1@1+ (1,0) [0|1] "" XXX
+ SG_ Set : 43|1@1+ (1,0) [0|1] "" XXX
+ SG_ Resume : 44|1@1+ (1,0) [0|1] "" XXX
+ SG_ Signal2 : 45|19@1+ (1,0) [0|524287] "" XXX
+
+BO_ 315 G_Sensor: 8 XXX
+ SG_ Lateral : 48|8@1- (-0.1,0) [0|255] "m/s2" XXX
+ SG_ Longitudinal : 56|8@1- (-0.1,0) [0|255] "m/s2" XXX
+
+BO_ 314 Wheel_Speeds: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ FR : 12|13@1+ (0.057,0) [0|255] "kph" XXX
+ SG_ RR : 25|13@1+ (0.057,0) [0|255] "kph" XXX
+ SG_ FL : 51|13@1+ (0.057,0) [0|255] "kph" XXX
+ SG_ RL : 38|13@1+ (0.057,0) [0|255] "kph" XXX
+
+BO_ 280 Steering_Torque_2: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ Steer_Torque_Output : 13|11@1- (-10,0) [0|255] "" XXX
+ SG_ Signal1 : 24|8@1+ (1,0) [0|511] "" XXX
+ SG_ Steer_Torque_Sensor : 45|11@1- (-1,0) [0|255] "" XXX
+ SG_ Steering_Active : 61|1@0+ (1,0) [0|1] "" XXX
+ SG_ Steering_Disabled : 63|1@1+ (1,0) [0|1] "" XXX
+
+BO_ 281 Steering_Torque: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ Steer_Error_1 : 12|1@0+ (1,0) [0|1] "" XXX
+ SG_ Steer_Torque_Sensor : 16|11@1- (-1,0) [-1000|1000] "" XXX
+ SG_ Steer_Error_2 : 28|1@1+ (1,0) [0|1] "" XXX
+ SG_ Steer_Warning : 29|1@1+ (1,0) [0|1] "" XXX
+ SG_ Steering_Angle : 32|16@1- (-0.0217,0) [-600|600] "" X
+ SG_ Steer_Torque_Output : 48|11@1- (-10,0) [-1000|1000] "" XXX
+
+BO_ 282 Steering_2: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|1] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|1] "" XXX
+ SG_ Steering_Angle : 24|17@1- (-0.01,0) [0|1] "" XXX
+
+BO_ 312 Brake_Pressure_L_R: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ Brake_1 : 48|8@1+ (1,0) [0|255] "" XXX
+ SG_ Brake_2 : 56|8@1+ (1,0) [0|255] "" XXX
+
+BO_ 313 Brake_Pedal: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ Signal1 : 12|4@1+ (1,0) [0|15] "" XXX
+ SG_ Speed : 16|12@1+ (0.05625,0) [0|255] "kph" XXX
+ SG_ Signal2 : 28|6@1+ (1,0) [0|63] "" XXX
+ SG_ Brake_Lights : 34|1@1+ (1,0) [0|1] "" XXX
+ SG_ Signal3 : 35|1@1+ (1,0) [0|1] "" XXX
+ SG_ Brake_Pedal : 36|12@1+ (1,0) [0|4095] "" XXX
+ SG_ Signal4 : 48|16@1+ (1,0) [0|65535] "" XXX
+
+BO_ 372 Engine_Stop_Start: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ Counter : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ STOP_START_STATE : 39|2@0+ (1,0) [0|3] "" XXX
+
+BO_ 290 ES_LKAS: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ SET_1 : 12|1@0+ (1,0) [0|1] "" XXX
+ SG_ LKAS_Output : 16|13@1- (-1,0) [-8191|8191] "" XXX
+ SG_ LKAS_Request : 29|1@0+ (1,0) [0|1] "" XXX
+
+BO_ 292 ES_LKAS_ANGLE: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|1] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|1] "" XXX
+ SG_ LKAS_Request : 12|1@1+ (1,0) [0|1] "" XXX
+ SG_ LKAS_Output : 40|17@1- (-0.01,0) [0|1] "deg" XXX
+ SG_ SET_3 : 60|2@1+ (1,0) [0|1] "" XXX
+
+BO_ 544 ES_Brake: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ Signal1 : 12|4@1+ (1,0) [0|15] "" XXX
+ SG_ Brake_Pressure : 16|16@1+ (1,0) [0|65535] "" XXX
+ SG_ AEB_Status : 32|4@1+ (1,0) [0|15] "" XXX
+ SG_ Cruise_Brake_Lights : 36|1@1+ (1,0) [0|1] "" XXX
+ SG_ Cruise_Brake_Fault : 37|1@1+ (1,0) [0|1] "" XXX
+ SG_ Cruise_Brake_Active : 38|1@1+ (1,0) [0|1] "" XXX
+ SG_ Cruise_Activated : 39|1@1+ (1,0) [0|1] "" XXX
+ SG_ Signal3 : 40|24@1+ (1,0) [0|16777215] "" XXX
+
+BO_ 577 Cruise_Status: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ Cruise_Set_Speed : 51|12@0+ (1,0) [0|120] "" XXX
+ SG_ Cruise_On : 54|1@1+ (1,0) [0|1] "" XXX
+ SG_ Cruise_Activated : 55|1@1+ (1,0) [0|1] "" XXX
+
+BO_ 552 BSD_RCTA: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ R_ADJACENT : 48|1@1+ (1,0) [0|1] "" XXX
+ SG_ L_ADJACENT : 49|1@1+ (1,0) [0|1] "" XXX
+ SG_ R_APPROACHING : 58|1@1+ (1,0) [0|1] "" XXX
+ SG_ L_APPROACHING : 59|1@1+ (1,0) [0|1] "" XXX
+
+BO_ 912 Dashlights: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ UNITS : 24|1@1+ (1,0) [0|1] "" XXX
+ SG_ ICY_ROAD : 32|2@1+ (1,0) [0|3] "" XXX
+ SG_ SEATBELT_FL : 48|1@1+ (1,0) [0|1] "" XXX
+ SG_ LEFT_BLINKER : 50|1@1+ (1,0) [0|1] "" XXX
+ SG_ RIGHT_BLINKER : 51|1@1+ (1,0) [0|1] "" XXX
+ SG_ STOP_START : 54|1@0+ (1,0) [0|1] "" XXX
+
+BO_ 940 BodyInfo: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ DOOR_OPEN_FL : 32|1@1+ (1,0) [0|1] "" XXX
+ SG_ DOOR_OPEN_FR : 33|1@1+ (1,0) [0|1] "" XXX
+ SG_ DOOR_OPEN_RL : 34|1@1+ (1,0) [0|1] "" XXX
+ SG_ DOOR_OPEN_RR : 35|1@1+ (1,0) [0|1] "" XXX
+ SG_ DOOR_OPEN_TRUNK : 36|1@0+ (1,0) [0|1] "" XXX
+ SG_ BRAKE : 54|1@1+ (1,0) [0|1] "" XXX
+ SG_ DASH_BTN_LIGHTS : 56|1@0+ (1,0) [0|1] "" XXX
+ SG_ LOWBEAM : 57|1@1+ (1,0) [0|1] "" XXX
+ SG_ HIGHBEAM : 58|1@1+ (1,0) [0|1] "" XXX
+ SG_ FOG_LIGHTS : 60|1@1+ (1,0) [0|1] "" XXX
+ SG_ WIPERS : 62|1@0+ (1,0) [0|1] "" XXX
+
+BO_ 801 ES_DashStatus: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ PCB_Off : 12|1@1+ (1,0) [0|1] "" XXX
+ SG_ LDW_Off : 13|1@1+ (1,0) [0|1] "" XXX
+ SG_ Signal1 : 14|2@1+ (1,0) [0|3] "" XXX
+ SG_ Cruise_State_Msg : 16|4@1+ (1,0) [0|15] "" XXX
+ SG_ LKAS_State_Msg : 20|3@1+ (1,0) [0|7] "" XXX
+ SG_ Signal2 : 23|1@1+ (1,0) [0|1] "" XXX
+ SG_ Cruise_Soft_Disable : 24|1@1+ (1,0) [0|1] "" XXX
+ SG_ Cruise_Status_Msg : 25|2@1+ (1,0) [0|3] "" XXX
+ SG_ Signal3 : 27|1@1+ (1,0) [0|1] "" XXX
+ SG_ Cruise_Distance : 28|3@1+ (1,0) [0|7] "" XXX
+ SG_ Signal4 : 31|1@1+ (1,0) [0|1] "" XXX
+ SG_ Conventional_Cruise : 32|1@1+ (1,0) [0|1] "" XXX
+ SG_ Signal5 : 33|2@1+ (1,0) [0|3] "" XXX
+ SG_ Cruise_Disengaged : 35|1@1+ (1,0) [0|1] "" XXX
+ SG_ Cruise_Activated : 36|1@1+ (1,0) [0|1] "" XXX
+ SG_ Signal6 : 37|3@1+ (1,0) [0|1] "" XXX
+ SG_ Cruise_Set_Speed : 40|8@1+ (1,0) [0|255] "" XXX
+ SG_ Cruise_Fault : 48|1@1+ (1,0) [0|1] "" XXX
+ SG_ Cruise_On : 49|1@1+ (1,0) [0|1] "" XXX
+ SG_ Display_Own_Car : 50|1@1+ (1,0) [0|1] "" XXX
+ SG_ Brake_Lights : 51|1@1+ (1,0) [0|1] "" XXX
+ SG_ Car_Follow : 52|1@1+ (1,0) [0|1] "" XXX
+ SG_ Signal7 : 53|3@1+ (1,0) [0|1] "" XXX
+ SG_ Far_Distance : 56|4@1+ (5,0) [0|75] "m" XXX
+ SG_ Cruise_State : 60|4@1+ (1,0) [0|15] "" XXX
+
+BO_ 802 ES_LKAS_State: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ LKAS_Alert_Msg : 12|3@1+ (1,0) [0|7] "" XXX
+ SG_ Signal1 : 15|2@1+ (1,0) [0|3] "" XXX
+ SG_ LKAS_ACTIVE : 17|1@1+ (1,0) [0|1] "" XXX
+ SG_ LKAS_Dash_State : 18|2@1+ (1,0) [0|2] "" XXX
+ SG_ Signal2 : 20|3@1+ (1,0) [0|7] "" XXX
+ SG_ Backward_Speed_Limit_Menu : 23|1@1+ (1,0) [0|1] "" XXX
+ SG_ LKAS_Left_Line_Enable : 24|1@1+ (1,0) [0|1] "" XXX
+ SG_ LKAS_Left_Line_Light_Blink : 25|1@1+ (1,0) [0|1] "" XXX
+ SG_ LKAS_Right_Line_Enable : 26|1@1+ (1,0) [0|1] "" XXX
+ SG_ LKAS_Right_Line_Light_Blink : 27|1@1+ (1,0) [0|1] "" XXX
+ SG_ LKAS_Left_Line_Visible : 28|2@1+ (1,0) [0|3] "" XXX
+ SG_ LKAS_Right_Line_Visible : 30|2@1+ (1,0) [0|3] "" XXX
+ SG_ LKAS_Alert : 32|5@1+ (1,0) [0|31] "" XXX
+ SG_ Signal3 : 37|27@1+ (1,0) [0|1] "" XXX
+
+BO_ 803 ES_Infotainment: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ LKAS_Blue_Lines : 15|4@0+ (1,0) [0|15] "" XXX
+ SG_ Signal1 : 19|4@0+ (1,0) [0|15] "" XXX
+ SG_ LKAS_State_Infotainment : 22|3@0+ (1,0) [0|7] "" XXX
+ SG_ Signal2 : 24|1@0+ (1,0) [0|1] "" XXX
+
+BO_ 722 AC_State: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ AC_Mode : 37|3@1+ (1,0) [0|1] "" XXX
+ SG_ AC_ON : 24|2@1+ (1,0) [0|1] "" XXX
+
+BO_ 1677 Dash_State: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ Units : 29|3@1+ (1,0) [0|7] "" XXX
+
+BO_ 554 ES_HighBeamAssist: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ HBA_Available : 13|1@0+ (1,0) [0|1] "" XXX
+
+BO_ 805 ES_STATIC_1: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ SET_3 : 23|2@0+ (1,0) [0|3] "" XXX
+
+BO_ 289 ES_STATIC_2: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ SET_3 : 15|2@1+ (1,0) [0|3] "" XXX
+
+CM_ SG_ 64 Throttle_Combo "Throttle Cruise + Pedal";
+CM_ SG_ 313 Brake_Lights "Driver or Cruise Brake on";
+CM_ SG_ 544 Cruise_Brake_Lights "1 = switch on brake lights";
+CM_ SG_ 544 Brake_Pressure "Winds down after cruise disabled. Also can be non-zero when likely preparing for AEB";
+CM_ SG_ 544 Signal3 "Usually goes to 2 if AEB_Status is 4";
+CM_ SG_ 544 AEB_Status "Occasionally is 4 instead of 8 while Brake_Pressure is non-zero, unsure why";
+CM_ SG_ 801 PCB_Off "Pre-Collision Braking off";
+CM_ SG_ 801 Brake_Lights "Driver or Cruise brake on";
+CM_ SG_ 801 Cruise_State "0 = Normal, 1 = Hold+User Brake, 2 = Ready, 3 = Hold";
+CM_ SG_ 801 Far_Distance "1=0-5m, 2=5-10m, 3=10-15m, 4=15-20m, 5=20-25m, 6=25-30m, 7=30-35m, 8=35-40m, 9=40-45m, 10=45-50m, 11=50-55m, 12=55-60m, 13=60-65m, 14=65-70m, 15=75m+";
+CM_ SG_ 801 LKAS_State_Msg "1 = LKAS_Off_Sharp_Curve, 2 = Keep_Hands_On_Steering_wheel_disabled, 3 = LKAS_Off, 4 = LKAS_Off_Too_Slow, 5 = LKAS_Off_Too_Fast";
+CM_ SG_ 801 Cruise_State_Msg "1 = Cruise_Off_Steep_Slope, 2 = Cruise_lvl1_eco, 3 = Cruise_lvl2_comfort, 4 = Cruise_off_empty_reason, 5 = Cruise_off, 6 = Cruise_Unable_to_set, 7 = Cruise_Unable_to_set_brakes_applied, 8 = Eyesight_not_ready, 9 = Cruise_lvl3_standard, 10 = Cruise_lvl4_dynamic, 11 = Cruise_Unable_to_set_steep_slope";
+CM_ SG_ 801 Cruise_Soft_Disable "Eyesight soft disable (eg direct sunlight)";
+CM_ SG_ 801 Cruise_Status_Msg "1 = Disabled_Bad_Visibility, 2 = Disabled_Check_Manual";
+CM_ SG_ 802 LKAS_ACTIVE "Turns on the full LKAS dash display";
+CM_ SG_ 802 LKAS_Alert_Msg "1 = Keep_Hands_On_Wheel, 6 = Pre_Collision_Braking, 7 = Keep_Hands_On_Wheel_Off";
+CM_ SG_ 802 LKAS_Alert "1 = FCW_Cont_Beep, 2 = FCW_Repeated_Beep, 3 = Throttle_Management_Activated_Warning, 4 = Throttle_Management_Activated_Alert, 5 = Pre_Collision_Activated_Alert, 8 = Traffic_Light_Ahead, 9 = Apply_Brake_to_Hold Position, 11 = LDW_Right, 12 = LDW_Left, 13 = Stay_Alert, 14 = Lead_Vehicle_Start_Alert, 18 = Keep_Hands_On_Steering_Alert, 24 = Audio_Beep, 25 = Audio_Lead_Car_Change, 26 = Audio_ACC_Disengaged, 27 = Audio_LKAS_disabled, 28 = Audio_Ding_Ding, 30 = Audio_Repeated_Beep";
+CM_ SG_ 802 LKAS_Left_Line_Visible "0 = Off, 1 = White, 2 = Green, 3 = Orange";
+CM_ SG_ 802 LKAS_Dash_State "0 = Off, 1 = Ready, 2 = Active";
+CM_ SG_ 802 LKAS_Right_Line_Visible "0 = Off, 1 = White, 2 = Green, 3 = Orange";
+CM_ SG_ 912 UNITS "0 = Metric, 1 = Imperial";
+CM_ SG_ 912 ICY_ROAD "1 = DASHLIGHT ON, 2 = WARNING, 3 = OFF";
+VAL_ 544 AEB_Status 12 "AEB related" 8 "AEB actuation" 4 "AEB related" 0 "No AEB actuation";
+
+CM_ "subaru_global_2020_hybrid.dbc starts here";
+
+BO_ 39 Cruise_Status_2: 8 XXX
+ SG_ Cruise_Activated : 37|1@0+ (1,0) [0|1] "" XXX
+
+BO_ 295 Transmission: 8 XXX
+ SG_ Gear : 44|4@1+ (1,0) [0|15] "" XXX
+
+BO_ 360 Throttle_Hybrid: 8 XXX
+ SG_ CHECKSUM : 0|8@1+ (1,0) [0|255] "" XXX
+ SG_ COUNTER : 8|4@1+ (1,0) [0|15] "" XXX
+ SG_ Throttle_Pedal : 32|8@1+ (1,0) [0|255] "" XXX
+
+BO_ 550 Brake_Hybrid: 8 XXX
+ SG_ Brake_Pedal : 24|8@1+ (1,0) [0|1] "" XXX
+ SG_ Brake : 37|1@1+ (1,0) [0|1] "" XXX
+
+VAL_ 295 Gear 0 "P" 1 "R" 3 "D";