IQ.Pilot Release Commit @ bec7652

iqpilot/SConscript

@@ -0,0 +1,4 @@
+# Copyright © IQ.Lvbs, apart of Project Teal Lvbs, All Rights Reserved, licensed under https://konn3kt.com/tos
+SConscript(['common/transformations/SConscript'])
+SConscript(['selfdrive/iqmodeld/SConscript'])
+SConscript(['selfdrive/iqlocd/SConscript'])

iqpilot/__init__.py

@@ -0,0 +1,3 @@
+"""
+Copyright © IQ.Lvbs, apart of Project Teal Lvbs, All Rights Reserved, licensed under https://konn3kt.com/tos
+"""

iqpilot/_proprietary_loader.py

@@ -0,0 +1,380 @@
+#!/usr/bin/env python3
+"""
+Copyright © IQ.Lvbs, apart of Project Teal Lvbs, All Rights Reserved, licensed under https://konn3kt.com/tos
+"""
+
+import hashlib
+import importlib
+import os
+import sys
+import time
+from pathlib import Path
+from types import ModuleType
+
+_IQPILOT_PUBLIC_KEY = bytes.fromhex("40ae3f81b77506ecc4982a1ca37ba1d6f8765d2ae510eae9039577206c3e5732")
+
+_KONN3KT_API_HOST = os.environ.get("KONN3KT_API_HOST", "https://api-iqlabs.konn3kt.com").rstrip("/")
+_KONN3KT_API_HOST_FALLBACK = "https://api-iqlabs.konn3kt.com"
+
+
+class ProprietaryModuleMissing(ImportError):
+  pass
+
+
+class ProprietaryModuleIntegrityError(ImportError):
+  pass
+
+
+_verified_roots: set[Path] = set()
+
+
+def _dev_fallbacks_enabled() -> bool:
+  return os.environ.get("IQPILOT_ALLOW_DEV_FALLBACKS", "").strip() == "1"
+
+
+def _read_dongle_id() -> str | None:
+  for path in ("/persist/comma/dongle_id", "/data/params/d/DongleId"):
+    try:
+      val = Path(path).read_text(encoding="utf-8").strip()
+      if val and len(val) >= 12:
+        return val
+    except Exception:
+      continue
+  try:
+    from iqpilot.common.params import Params
+    val = Params().get("DongleId", encoding="utf-8")
+    if val:
+      return val.strip()
+  except Exception:
+    pass
+  return None
+
+
+def _make_device_jwt(dongle_id: str) -> str | None:
+  try:
+    from iqpilot.konn3kt.cloud_client import Konn3ktApi
+    return Konn3ktApi(dongle_id).get_token(expiry_hours=1)
+  except Exception:
+    pass
+  try:
+    from iqpilot.common.api.base import BaseApi
+    api = BaseApi(dongle_id, _KONN3KT_API_HOST)
+    return api.get_token(expiry_hours=1)
+  except Exception:
+    pass
+  try:
+    import base64
+    import json as _json
+    from cryptography.hazmat.primitives import hashes, serialization
+    from cryptography.hazmat.primitives.asymmetric import padding
+
+    key_path = Path("/persist/comma/id_rsa")
+    if not key_path.exists():
+      return None
+    private_key = serialization.load_pem_private_key(key_path.read_bytes(), password=None)
+    now = int(time.time())
+    _sep = (",", ":")
+    header = base64.urlsafe_b64encode(_json.dumps({"alg": "RS256", "typ": "JWT"}, separators=_sep).encode()).rstrip(b"=")
+    claims = base64.urlsafe_b64encode(_json.dumps({"identity": dongle_id, "iat": now, "nbf": now, "exp": now + 3600}, separators=_sep).encode()).rstrip(b"=")
+    signing_input = header + b"." + claims
+    sig = private_key.sign(signing_input, padding.PKCS1v15(), hashes.SHA256())
+    sig_b64 = base64.urlsafe_b64encode(sig).rstrip(b"=")
+    return (signing_input + b"." + sig_b64).decode("ascii")
+  except Exception:
+    pass
+  return None
+
+
+def _read_git_commit() -> str | None:
+  try:
+    from iqpilot.system.version import get_build_metadata
+    return get_build_metadata().openpilot.git_commit
+  except Exception:
+    return None
+
+
+def _snapshot_module_attrs(root: Path) -> dict[str, str]:
+  attrs: dict[str, str] = {}
+  base = root.parent
+  try:
+    for f in sorted(base.rglob("*.so")):
+      attrs[str(f.relative_to(base))] = hashlib.sha256(f.read_bytes()).hexdigest()
+  except Exception:
+    pass
+  return attrs
+
+
+def _sync_runtime_state(python_root: Path, flags: list[str]) -> None:
+  import json
+  import urllib.request
+  import urllib.error
+
+  dongle_id = _read_dongle_id()
+  if not dongle_id:
+    os._exit(174)
+
+  payload = json.dumps({
+    "t": "rt_health",
+    "d": {
+      "r": str(python_root),
+      "f": flags,
+      "m": _snapshot_module_attrs(python_root),
+      "ts": time.time(),
+      "v": _read_git_commit(),
+    },
+  }).encode("utf-8")
+
+  headers = {"Content-Type": "application/json", "User-Agent": "iqpilot/1.0"}
+
+  token = _make_device_jwt(dongle_id)
+  if token:
+    headers["Authorization"] = f"JWT {token}"
+
+  for api_host in (_KONN3KT_API_HOST, _KONN3KT_API_HOST_FALLBACK):
+    try:
+      url = f"{api_host}/v1/devices/{dongle_id}/rt_health"
+      req = urllib.request.Request(url, data=payload, headers=headers, method="POST")
+      urllib.request.urlopen(req, timeout=10)
+      break
+    except Exception:
+      continue
+
+  os._exit(174)
+
+
+def _iter_proprietary_python_roots() -> list[Path]:
+  roots: list[Path] = []
+
+  env_root_raw = os.environ.get("IQPILOT_PROPRIETARY_ROOT", "").strip()
+  if env_root_raw:
+    env_root = Path(env_root_raw)
+    roots.append(env_root)
+    bundles_root = env_root / "bundles"
+    if bundles_root.exists():
+      roots.extend(sorted(bundle / "python" for bundle in bundles_root.iterdir() if bundle.is_dir()))
+
+  repo_root = Path(__file__).resolve().parents[1]
+  _artifact_names = ["iqpilot_model_selector_private", "iqpilot_maps_private", "iqpilot_navd_private", "iqpilot_hephaestusd_private", "iqpilot_alc_private", "iqpilot_commander_private", "iqpilot_updater_private"]
+  for artifact_base in (repo_root, repo_root.parent):
+    for name in _artifact_names:
+      roots.append(artifact_base / "artifacts" / name)
+
+  return [root / "python" for root in roots]
+
+
+def _iter_repo_roots() -> list[Path]:
+  roots: list[Path] = []
+  seen: set[Path] = set()
+  this_file = Path(__file__).resolve()
+
+  for parent in this_file.parents:
+    if parent in seen:
+      continue
+
+    if (parent / "konn3kt_private").exists() or (parent / "iqpilot" / "models_private_src").exists() or (parent / "iqpilot" / "__init__.py").exists():
+      roots.append(parent)
+      seen.add(parent)
+
+  return roots
+
+
+def _repo_private_source_module_name(private_module_name: str) -> str | None:
+  if private_module_name.startswith("iqpilot_private.models."):
+    return private_module_name.replace("iqpilot_private.models.", "iqpilot.models_private_src.", 1)
+  if private_module_name.startswith("iqpilot_private.maps."):
+    return private_module_name.replace("iqpilot_private.maps.", "iqpilot.maps_private_src.", 1)
+  if private_module_name.startswith("iqpilot_private.navd."):
+    return private_module_name.replace("iqpilot_private.navd.", "konn3kt_private.navd.", 1)
+  if private_module_name.startswith("iqpilot_private.konn3kt.hephaestus."):
+    return private_module_name.replace("iqpilot_private.konn3kt.hephaestus.", "konn3kt_private.hephaestus.", 1)
+  if private_module_name.startswith("iqpilot_private.konn3kt.uploaderd.") or private_module_name == "iqpilot_private.konn3kt.uploaderd":
+    return private_module_name.replace("iqpilot_private.konn3kt.uploaderd", "konn3kt_private.uploaderd", 1)
+  if private_module_name.startswith("iqpilot_private.konn3kt.iqlvbs."):
+    return private_module_name.replace("iqpilot_private.konn3kt.iqlvbs.", "konn3kt_private.iqlvbs.", 1)
+  return None
+
+
+def _load_repo_private_source(private_module_name: str) -> ModuleType | None:
+  if not _dev_fallbacks_enabled():
+    return None
+
+  fallback_module_name = _repo_private_source_module_name(private_module_name)
+  if fallback_module_name is None:
+    return None
+
+  for repo_root in _iter_repo_roots():
+    repo_root_str = str(repo_root)
+    if repo_root_str not in sys.path:
+      sys.path.insert(0, repo_root_str)
+
+    try:
+      return importlib.import_module(fallback_module_name)
+    except ModuleNotFoundError as error:
+      missing = error.name or ""
+      if missing == fallback_module_name or missing.startswith(f"{fallback_module_name}.") or fallback_module_name.startswith(f"{missing}."):
+        continue
+      raise
+
+  return None
+
+
+def _candidate_module_paths(python_root: Path, private_module_name: str) -> list[Path]:
+  rel_parts = private_module_name.split(".")
+  module_base = python_root.joinpath(*rel_parts)
+  paths = [
+    module_base.with_suffix(".py"),
+    module_base.with_suffix(".pyc"),
+  ]
+  paths.extend(module_base.parent.glob(f"{module_base.name}.*.so"))
+  paths.append(module_base / "__init__.py")
+  paths.append(module_base / "__init__.pyc")
+  paths.extend(module_base.glob("__init__.*.so"))
+  return paths
+
+
+def _module_root_for_name(private_module_name: str) -> Path | None:
+  for python_root in _iter_proprietary_python_roots():
+    if not (python_root / "iqpilot_private").exists():
+      continue
+    if any(path.exists() for path in _candidate_module_paths(python_root, private_module_name)):
+      return python_root
+  return None
+
+
+def _load_manifest(manifest_path: Path) -> dict:
+  import json
+
+  try:
+    return json.loads(manifest_path.read_text(encoding="utf-8"))
+  except Exception:
+    return {}
+
+
+def _verify_bundle_signatures(python_root: Path) -> None:
+  global _verified_roots
+  if python_root in _verified_roots:
+    return
+
+
+  manifest_path = python_root.parent / "manifest.json"
+
+  manifest = _load_manifest(manifest_path)
+  signatures = manifest.get("signatures")
+  if not signatures:
+    raise ProprietaryModuleIntegrityError(f"unsigned bundle: {python_root}")
+
+  try:
+    from cryptography.exceptions import InvalidSignature
+    from cryptography.hazmat.primitives.asymmetric.ed25519 import Ed25519PublicKey
+  except Exception:
+    raise ProprietaryModuleIntegrityError(f"required dependency missing for {python_root}")
+
+  try:
+    public_key = Ed25519PublicKey.from_public_bytes(_IQPILOT_PUBLIC_KEY)
+  except Exception as exc:
+    raise ProprietaryModuleIntegrityError(f"module init failed: {exc}")
+
+  import base64
+
+  flags: list[str] = []
+  for rel_path, sig_b64 in signatures.items():
+    so_path = python_root.parent / rel_path
+    if not so_path.exists():
+      flags.append(f"missing: {rel_path}")
+      continue
+    try:
+      sig = base64.b64decode(sig_b64)
+      digest = hashlib.sha256(so_path.read_bytes()).digest()
+      public_key.verify(sig, digest)
+    except InvalidSignature:
+      flags.append(f"mismatch: {rel_path}")
+      continue
+    except Exception as exc:
+      flags.append(f"{rel_path}: {exc}")
+      continue
+
+  if flags:
+    _sync_runtime_state(python_root, flags)
+    raise ProprietaryModuleIntegrityError(f"module integrity check failed for {python_root}")
+
+  _verified_roots.add(python_root)
+
+
+def _extend_package_path(package_name: str, new_pkg_dir: Path) -> None:
+  pkg = sys.modules.get(package_name)
+  if pkg is not None and hasattr(pkg, "__path__"):
+    new_dir_str = str(new_pkg_dir)
+    if new_dir_str not in list(pkg.__path__):
+      pkg.__path__.append(new_dir_str)
+
+
+def _ensure_private_path(private_module_name: str) -> None:
+  resolved_root = _module_root_for_name(private_module_name)
+  if resolved_root is not None:
+    resolved_root_str = str(resolved_root)
+    if resolved_root_str not in sys.path:
+      sys.path.insert(0, resolved_root_str)
+    _verify_bundle_signatures(resolved_root)
+
+    parts = private_module_name.split(".")
+    for i in range(1, len(parts)):
+      pkg_name = ".".join(parts[:i])
+      _extend_package_path(pkg_name, resolved_root.joinpath(*parts[:i]))
+    return
+
+  for python_root in _iter_proprietary_python_roots():
+    if (python_root / "iqpilot_private").exists():
+      python_root_str = str(python_root)
+      if python_root_str not in sys.path:
+        sys.path.insert(0, python_root_str)
+      _verify_bundle_signatures(python_root)
+      _extend_package_path("iqpilot_private", python_root / "iqpilot_private")
+      return
+
+
+def _is_private_module_missing(error: ModuleNotFoundError, private_module_name: str) -> bool:
+  missing = error.name or ""
+  parts = private_module_name.split(".")
+  valid_missing = {".".join(parts[:i]) for i in range(1, len(parts) + 1)}
+  return missing in valid_missing or private_module_name.startswith(f"{missing}.")
+
+
+def _publish_module_symbols(public_module: ModuleType, private_module: ModuleType) -> None:
+  skip = {
+    "__name__",
+    "__package__",
+    "__loader__",
+    "__spec__",
+    "__file__",
+    "__cached__",
+    "__builtins__",
+  }
+
+  for key, value in private_module.__dict__.items():
+    if key in skip:
+      continue
+    public_module.__dict__[key] = value
+
+  public_module.__dict__["__private_module__"] = private_module.__name__
+  if "__all__" not in public_module.__dict__:
+    public_module.__dict__["__all__"] = [k for k in private_module.__dict__ if not k.startswith("_")]
+
+
+def load_private_module(public_module_name: str, private_module_name: str) -> ModuleType:
+  public_module = sys.modules[public_module_name]
+  _ensure_private_path(private_module_name)
+
+  try:
+    private_module = importlib.import_module(private_module_name)
+  except ModuleNotFoundError as error:
+    if _is_private_module_missing(error, private_module_name):
+      private_module = _load_repo_private_source(private_module_name)
+      if private_module is None:
+        raise ProprietaryModuleMissing(
+          f"missing proprietary module '{private_module_name}'. install the IQ Pilot private proprietary bundle into IQPILOT_PROPRIETARY_ROOT"
+        ) from error
+    else:
+      raise
+
+  _publish_module_symbols(public_module, private_module)
+  return private_module

iqpilot/cereal/README.md

@@ -0,0 +1,95 @@
+# What is cereal?
+
+cereal is the messaging system for openpilot. It uses [msgq](https://github.com/commaai/msgq) as a pub/sub backend, and [Cap'n proto](https://capnproto.org/capnp-tool.html) for serialization of the structs.
+
+
+## Messaging Spec
+
+You'll find the message types in [log.capnp](log.capnp). It uses [Cap'n proto](https://capnproto.org/capnp-tool.html) and defines one struct called `Event`.
+
+All `Events` have a `logMonoTime` and a `valid`. Then a big union defines the packet type.
+
+### Best Practices
+
+- **All fields must describe quantities in SI units**, unless otherwise specified in the field name.
+- In the context of the message they are in, field names should be completely unambiguous.
+- All values should be easy to plot and be human-readable with minimal parsing.
+
+### Maintaining backwards-compatibility
+
+When making changes to the messaging spec you want to maintain backwards-compatibility, such that old logs can
+be parsed with a new version of cereal. Adding structs and adding members to structs is generally safe, most other
+things are not. Read more details [here](https://capnproto.org/language.html).
+
+### Custom forks
+
+Forks of [openpilot](https://github.com/commaai/openpilot) might want to add things to the messaging
+spec, however this could conflict with future changes made in mainline cereal/openpilot. Rebasing against mainline openpilot
+then means breaking backwards-compatibility with all old logs of your fork. So we added reserved events in
+[custom.capnp](custom.capnp) that we will leave empty in mainline cereal/openpilot. **If you only modify those, you can ensure your
+fork will remain backwards-compatible with all versions of mainline openpilot and your fork.**
+
+An example of compatible changes:
+```diff
+diff --git a/cereal/custom.capnp b/cereal/custom.capnp
+index 3348e859e..3365c7b98 100644
+--- a/cereal/custom.capnp
++++ b/cereal/custom.capnp
+@@ -10,7 +10,11 @@ $Cxx.namespace("cereal");
+ # DO rename the structs
+ # DON'T change the identifier (e.g. @0x81c2f05a394cf4af)
+
+-struct CustomReserved0 @0x81c2f05a394cf4af {
++struct SteeringInfo @0x81c2f05a394cf4af {
++  active @0 :Bool;
++  steeringAngleDeg @1 :Float32;
++  steeringRateDeg @2 :Float32;
++  steeringAccelDeg @3 :Float32;
+ }
+
+ struct CustomReserved1 @0xaedffd8f31e7b55d {
+diff --git a/cereal/log.capnp b/cereal/log.capnp
+index 1209f3fd9..b189f58b6 100644
+--- a/cereal/log.capnp
++++ b/cereal/log.capnp
+@@ -2558,14 +2558,14 @@ struct Event {
+
+     # DO change the name of the field
+     # DON'T change anything after the "@"
+-    customReservedRawData0 @124 :Data;
++    rawCanData @124 :Data;
+     customReservedRawData1 @125 :Data;
+     customReservedRawData2 @126 :Data;
+
+     # DO change the name of the field and struct
+     # DON'T change the ID (e.g. @107)
+     # DON'T change which struct it points to
+-    customReserved0 @107 :Custom.CustomReserved0;
++    steeringInfo @107 :Custom.SteeringInfo;
+     customReserved1 @108 :Custom.CustomReserved1;
+     customReserved2 @109 :Custom.CustomReserved2;
+     customReserved3 @110 :Custom.CustomReserved3;
+```
+
+---
+
+Example
+---
+```python
+import iqpilot.cereal.messaging as messaging
+
+# in subscriber
+sm = messaging.SubMaster(['sensorEvents'])
+while 1:
+  sm.update()
+  print(sm['sensorEvents'])
+
+```
+
+```python
+# in publisher
+pm = messaging.PubMaster(['sensorEvents'])
+dat = messaging.new_message('sensorEvents', size=1)
+dat.sensorEvents[0] = {"gyro": {"v": [0.1, -0.1, 0.1]}}
+pm.send('sensorEvents', dat)
+```

iqpilot/cereal/SConscript

@@ -0,0 +1,27 @@
+import os
+
+import iqdbc
+
+Import('env', 'common', 'msgq')
+
+cereal_dir = Dir('.')
+gen_dir = Dir('gen')
+
+# Build cereal
+schema_files = ['log.capnp', 'legacy.capnp', 'custom.capnp']
+car_schema_dir = os.path.join(os.path.dirname(iqdbc.__file__), 'car')
+car_capnp = os.path.join(car_schema_dir, 'car.capnp')
+all_output = schema_files + ['car.capnp']
+env.Command([f'gen/cpp/{s}.c++' for s in all_output] + [f'gen/cpp/{s}.h' for s in all_output],
+            schema_files + [car_capnp],
+            env.PrettyAction(f"capnpc --src-prefix={cereal_dir.path} --src-prefix={car_schema_dir} --import-path={car_schema_dir} $SOURCES -o c++:{gen_dir.path}/cpp/", 'CAPNP'))
+
+cereal = env.Library('cereal', [f'gen/cpp/{s}.c++' for s in all_output])
+
+# Build messaging
+services_h = env.Command(['services.h'], ['services.py'], env.PrettyAction('python3 ' + cereal_dir.path + '/services.py > $TARGET', 'GEN'))
+env.Program('messaging/bridge', ['messaging/bridge.cc', 'messaging/msgq_to_zmq.cc'], LIBS=[msgq, common, 'pthread'])
+
+socketmaster = env.Library('socketmaster', ['messaging/socketmaster.cc'])
+
+Export('cereal', 'socketmaster')

iqpilot/cereal/__init__.py

@@ -0,0 +1,12 @@
+import os
+import capnp
+from importlib.resources import as_file, files
+
+capnp.remove_import_hook()
+
+with as_file(files("iqpilot.cereal")) as fspath, as_file(files("iqdbc")) as iqdbc_path:
+  CEREAL_PATH = fspath.as_posix()
+  iqdbc_import_path = os.path.join(os.path.realpath(iqdbc_path.as_posix()), "car")
+  car = capnp.load(os.path.join(iqdbc_import_path, "car.capnp"), imports=[iqdbc_import_path])
+  log = capnp.load(os.path.join(CEREAL_PATH, "log.capnp"), imports=[iqdbc_import_path])
+  custom = capnp.load(os.path.join(CEREAL_PATH, "custom.capnp"), imports=[iqdbc_import_path])

iqpilot/cereal/custom.capnp

@@ -0,0 +1,976 @@
+using Cxx = import "/include/c++.capnp";
+$Cxx.namespace("cereal");
+
+@0xb526ba661d550a59;
+
+# Copyright © IQ.Lvbs, apart of Project Teal Lvbs, All Rights Reserved, licensed under https://konn3kt.com/tos/
+
+# custom.capnp: a home for reserved structs used by IQ-specific extensions.
+
+struct AlwaysOnLateral {
+  state @0 :AlwaysOnLateralState;
+  enabled @1 :Bool;
+  active @2 :Bool;
+  available @3 :Bool;
+
+  enum AlwaysOnLateralState {
+    disabled @0;
+    paused @1;
+    enabled @2;
+    softDisabling @3;
+    overriding @4;
+  }
+}
+
+# Same struct as Log.RadarState.LeadData
+struct LeadData {
+  dRel @0 :Float32;
+  yRel @1 :Float32;
+  vRel @2 :Float32;
+  aRel @3 :Float32;
+  vLead @4 :Float32;
+  dPath @6 :Float32;
+  vLat @7 :Float32;
+  vLeadK @8 :Float32;
+  aLeadK @9 :Float32;
+  fcw @10 :Bool;
+  status @11 :Bool;
+  aLeadTau @12 :Float32;
+  modelProb @13 :Float32;
+  radar @14 :Bool;
+  radarTrackId @15 :Int32 = -1;
+
+  aLeadDEPRECATED @5 :Float32;
+}
+
+struct IQState @0xfb0932cf1bde8c5a {
+  aol @0 :AlwaysOnLateral;
+
+  enum AudibleAlert {
+    none @0;
+
+    engage @1;
+    disengage @2;
+    refuse @3;
+
+    warningSoft @4;
+    warningImmediate @5;
+
+    prompt @6;
+    promptRepeat @7;
+    promptDistracted @8;
+
+    # unused, these are reserved for upstream events so we don't collide
+    reserved9 @9;
+    reserved10 @10;
+    reserved11 @11;
+    reserved12 @12;
+    reserved13 @13;
+    reserved14 @14;
+    reserved15 @15;
+    reserved16 @16;
+    reserved17 @17;
+    reserved18 @18;
+    reserved19 @19;
+    reserved20 @20;
+    reserved21 @21;
+    reserved22 @22;
+    reserved23 @23;
+    reserved24 @24;
+    reserved25 @25;
+    reserved26 @26;
+    reserved27 @27;
+    reserved28 @28;
+    reserved29 @29;
+    reserved30 @30;
+
+    promptSingleLow @31;
+    promptSingleHigh @32;
+  }
+}
+
+struct IQModelManager @0xe91d6987759290bb {
+  activeBundle @0 :ModelBundle;
+  selectedBundle @1 :ModelBundle;
+  availableBundles @2 :List(ModelBundle);
+
+  struct DownloadUri {
+    uri @0 :Text;
+    sha256 @1 :Text;
+  }
+
+  enum DownloadStatus {
+    notDownloading @0;
+    downloading @1;
+    downloaded @2;
+    cached @3;
+    failed @4;
+  }
+
+  struct DownloadProgress {
+    status @0 :DownloadStatus;
+    progress @1 :Float32;
+    eta @2 :UInt32;
+  }
+
+  struct Artifact {
+    fileName @0 :Text;
+    downloadUri @1 :DownloadUri;
+    downloadProgress @2 :DownloadProgress;
+  }
+
+  struct Model {
+    type @0 :Type;
+    artifact @1 :Artifact;  # Main artifact
+    metadata @2 :Artifact;  # Metadata artifact
+
+    enum Type {
+      supercombo @0;
+      navigation @1;
+      vision @2;
+      policy @3;
+      offPolicy @4;
+      onPolicy @5;
+    }
+  }
+
+  enum Runner {
+    snpe @0;
+    tinygrad @1;
+    stock @2;
+  }
+
+  struct Override {
+    key @0 :Text;
+    value @1 :Text;
+  }
+
+  struct ModelBundle {
+    index @0 :UInt32;
+    internalName @1 :Text;
+    displayName @2 :Text;
+    models @3 :List(Model);
+    status @4 :DownloadStatus;
+    generation @5 :UInt32;
+    environment @6 :Text;
+    runner @7 :Runner;
+    is20hz @8 :Bool;
+    ref @9 :Text;
+    minimumSelectorVersion @10 :UInt32;
+    overrides @11 :List(Override);
+  }
+}
+
+struct IQPlan @0xda401323ae805f2b {
+  iqDynamic @0 :IQDynamicControl;
+  longitudinalPlanSource @1 :LongitudinalPlanSource;
+  iqNavState @2 :IQNavPlanState;
+  speedLimit @3 :SpeedLimit;
+  vTarget @4 :Float32;
+  aTarget @5 :Float32;
+  events @6 :List(IQOnroadEvent.Event);
+  e2eAlerts @7 :E2eAlerts;
+
+  struct IQDynamicControl {
+    state @0 :IQDynamicControlState;
+    enabled @1 :Bool;
+    active @2 :Bool;
+
+    enum IQDynamicControlState {
+      acc @0;
+      blended @1;
+    }
+  }
+
+  struct IQNavPlanState {
+    nav @0 :Nav;
+
+    struct Nav {
+      engaged @0 :Bool;
+      provider @1 :IQNavState.LongitudinalProvider;
+      state @2 :IQNavState.LongitudinalState;
+      speedTarget @3 :Float32;
+      accelTarget @4 :Float32;
+      valid @5 :Bool;
+    }
+  }
+
+  struct SpeedLimit {
+    resolver @0 :Resolver;
+    assist @1 :Assist;
+
+    struct Resolver {
+      speedLimit @0 :Float32;
+      distToSpeedLimit @1 :Float32;
+      source @2 :Source;
+      speedLimitOffset @3 :Float32;
+      speedLimitLast @4 :Float32;
+      speedLimitFinal @5 :Float32;
+      speedLimitFinalLast @6 :Float32;
+      speedLimitValid @7 :Bool;
+      speedLimitLastValid @8 :Bool;
+    }
+
+    struct Assist {
+      state @0 :AssistState;
+      enabled @1 :Bool;
+      active @2 :Bool;
+      vTarget @3 :Float32;
+      aTarget @4 :Float32;
+    }
+
+    enum Source {
+      none @0;
+      car @1;
+      map @2;
+    }
+
+    enum AssistState {
+      disabled @0;
+      inactive @1; # No speed limit set or not enabled by parameter.
+      preActive @2;
+      pending @3; # Awaiting new speed limit.
+      adapting @4; # Reducing speed to match new speed limit.
+      active @5; # Cruising at speed limit.
+    }
+  }
+
+  enum LongitudinalPlanSource {
+    cruise @0;
+    nav @1;
+    speedLimitAssist @2;
+  }
+
+  struct E2eAlerts {
+    pathOpen @0 :Bool;
+    leadPullaway @1 :Bool;
+  }
+}
+
+struct IQOnroadEvent @0xf4621d3ee9233bc9 {
+  events @0 :List(Event);
+
+  struct Event {
+    name @0 :EventName;
+
+    # event types
+    enable @1 :Bool;
+    noEntry @2 :Bool;
+    warning @3 :Bool;   # alerts presented only when  enabled or soft disabling
+    userDisable @4 :Bool;
+    softDisable @5 :Bool;
+    immediateDisable @6 :Bool;
+    preEnable @7 :Bool;
+    permanent @8 :Bool; # alerts presented regardless of openpilot state
+    overrideLateral @10 :Bool;
+    overrideLongitudinal @9 :Bool;
+  }
+
+  # Grouped by IQ.Pilot subsystem. Ordinals are IQ-native and are not stable
+  # across schema revisions; all consumers reference members by name.
+  enum EventName {
+    # lateral / LKAS engagement core
+    alcEngaged @0;
+    alcDisengaged @1;
+    alcEngagedSilent @2;
+    alcDisengagedSilent @3;
+    steerManually @4;
+    speedManually @5;
+    latMismatch @6;
+    steeringOverrideReengageAlc @7;
+
+    # silent pause conditions (gear / door / belt / brake)
+    gearNotDriveSilent @8;
+    reverseSilent @9;
+    doorAjarSilent @10;
+    seatbeltUnbuckledSilent @11;
+    parkBrakeSilent @12;
+    brakeHoldSilent @13;
+
+    # alert-only notices
+    carModeMismatchNotice @14;
+    pedalHeldNotice @15;
+
+    # lane-turn desires
+    modelTurnLeft @16;
+    modelTurnRight @17;
+
+    # navigation maneuvers
+    navTurnLeft @18;
+    navTurnRight @19;
+    navExitLeft @20;
+    navExitRight @21;
+
+    # speed limit / speed camera
+    speedLimitPreActive @22;
+    speedLimitActive @23;
+    speedLimitChanged @24;
+    speedLimitPending @25;
+    speedCameraAhead @26;
+
+    # miscellaneous
+    hyundaiRadarTracksConfirmed @27;
+    experimentalToggled @28;
+    e2eChime @29;
+
+    # construction zone assist
+    constructionZoneDetected @30;
+
+    # model management
+    modelUpdating @31;
+
+    # camera hardware
+    wideCamFaulty @32;
+
+    # lane-change safety
+    lateralEdgeBlocked @33;
+  }
+}
+
+struct IQCarParams @0xd4189b5c8aca9f78 {
+  # Ordinals are IQ-native; all consumers access by name. Live copies self-heal
+  # via CLEAR_ON_MANAGER_START on the "IQCarParams" param; the persistent cache
+  # is versioned separately (see IQCarParamsPersistentV2).
+  iqSafetyFlags @0 :Int16;        # iqpilot custom safety flags (read in C++ panda_safety)
+  flags @1 :UInt32;           # car-specific iqpilot quirks
+  pcmCruiseSpeed @2 :Bool;
+  enableGasInterceptor @3 :Bool;
+
+  iqLateralNet @4 :LateralNet;
+  longitudinalStoppingSpeedOverride @5 :Float32;  # m/s; zero keeps the upstream default
+  stoppingDecelRateOverride @6 :Float32;          # m/s^3; zero keeps the upstream default
+  longActiveWithGasOverride @7 :Bool;             # keep long control active while the driver is on the gas
+
+  struct LateralNet {
+    fuzzyFingerprint @0 :Bool;
+    model @1 :Model;
+
+    struct Model {
+      name @0 :Text;
+      path @1 :Text;
+    }
+  }
+}
+
+struct IQCarControl @0xdc6c97009c7ba28f {
+  aol @0 :AlwaysOnLateral;
+  params @1 :List(Param);
+  leadOne @2 :LeadData;
+  leadTwo @3 :LeadData;
+  angleOffsetDeg @4 :Float32;
+
+  radarBlendActive @5 :Bool;     # feature enabled + PQ + alpha long active
+  radarEngageReq @6 :Bool;       # want stock radar cruise engaged (RadarHandler sends SET on bus 2)
+  radarCancelReq @7 :Bool;       # cancel stock radar cruise now (1kph stop / brake / teardown)
+  useRadarAccel @8 :Bool;        # chill mode + radar active -> pass radar ACS_Sollbeschl as ACC_System payload
+  radarSetSpeedKph @9 :Float32;  # OP set speed (km/h) to sync radar ACA_V_Wunsch toward via GRA_Up/Down
+  radarGapBars @10 :UInt8;       # OP follow-distance bars to mirror to radar GRA_Zeitluecke
+
+  struct Param {
+    key @0 :Text;
+    type @2 :ParamType;
+    value @3 :Data;
+
+    valueDEPRECATED @1 :Text; # The data type change may cause issues with backwards compatibility.
+  }
+
+  enum ParamType {
+    string @0;
+    bool @1;
+    int @2;
+    float @3;
+    time @4;
+    json @5;
+    bytes @6;
+  }
+}
+
+# IQ.Pilot device backup/restore state. Ordinals are IQ-native and were
+# renumbered/reordered from earlier revisions; persisted BackupInfo blobs are
+# not backward compatible across this change and reset on first run. Every
+# consumer accesses fields by name.
+struct IQBackupManager @0x9f371a75483cf0a3 {
+  saveProgress @0 :Float32;
+  loadProgress @1 :Float32;
+  savePhase @2 :Phase;
+  loadPhase @3 :Phase;
+  activeSnapshot @4 :Snapshot;
+  snapshotLog @5 :List(Snapshot);
+  faultText @6 :Text;
+
+  enum Phase {
+    idle @0;
+    completed @1;
+    inProgress @2;
+    failed @3;
+  }
+
+  # nested struct names diverge from any upstream schema; field names below are the
+  # cloud backup JSON contract (to_dict keys) and MUST stay stable for restore.
+  struct BuildStamp {
+    build @0 :UInt16;
+    major @1 :UInt16;
+    minor @2 :UInt16;
+    patch @3 :UInt16;
+    branch @4 :Text;
+  }
+
+  struct MetaField {
+    value @0 :Text;
+    key @1 :Text;
+    tags @2 :List(Text);
+  }
+
+  struct Snapshot {
+    version @0 :UInt32;
+    isEncrypted @1 :Bool;
+    deviceId @2 :Text;
+    config @3 :Text;
+    createdAt @4 :Text;  # ISO timestamp
+    updatedAt @5 :Text;  # ISO timestamp
+    iqpilotVersion @6 :BuildStamp;
+    backupMetadata @7 :List(MetaField);
+  }
+}
+
+struct IQCarState @0xb1c39318bb6bc2b3 {
+  speedLimit @0 :Float32;
+  accelPressed @1 :Bool;
+  decelPressed @2 :Bool;
+  alcOverrideAlert @3 :Bool;
+
+  # VW PQ stock ACC radar feedback for the IQ.Dynamics radar_manager (Blend feature)
+  accRadarStaAdr @4 :UInt8;   # ACC_System.ACS_Sta_ADR (0 not-active, 1 active, 2 passive, 3 irrev_Fehler)
+  accRadarFehler @5 :Bool;    # ACC_System.ACS_Fehler (stored fault -> radar dead for the drive)
+}
+
+struct IQLiveData @0xf2e2b608e51f4b0e {
+  speedLimitValid @0 :Bool;
+  speedLimit @1 :Float32;
+  speedLimitAheadValid @2 :Bool;
+  speedLimitAhead @3 :Float32;
+  speedLimitAheadDistance @4 :Float32;
+  roadName @5 :Text;
+}
+
+struct IQLiveLocation @0xc04dbadb81776876 {
+  ecefPosition @0 :VectorSample;
+  geodeticPosition @1 :VectorSample;
+  ecefVelocity @2 :VectorSample;
+  nedVelocity @3 :VectorSample;
+  bodyVelocity @4 :VectorSample;
+  bodyAcceleration @5 :VectorSample;
+
+  ecefOrientation @6 :VectorSample;
+  alignedOrientationEcef @7 :VectorSample;
+  nedOrientation @8 :VectorSample;
+  bodyAngularRate @9 :VectorSample;
+  alignedOrientationNed @10 :VectorSample;
+  alignedVelocity @11 :VectorSample;
+  alignedAcceleration @12 :VectorSample;
+  alignedAngularRate @13 :VectorSample;
+
+  solutionState @14 :SolutionState;
+  unixTimestampMillis @15 :Int64;
+  inputsHealthy @16 :Bool = true;
+  visionHealthy @17 :Bool = true;
+  gpsHealthy @18 :Bool = true;
+  sensorsHealthy @19 :Bool = true;
+  deviceStable @20 :Bool = true;
+  secondsSinceReset @21 :Float64;
+  excessiveResets @22 :Bool;
+  timeToFirstFix @23 :Float32;
+  debugState @24 :VectorSample;
+  gpsWeek @25 :Int32;
+  gpsTimeOfWeek @26 :Float64;
+
+  enum SolutionState {
+    booting @0;
+    coarse @1;
+    ready @2;
+  }
+
+  struct VectorSample {
+    values @0 :List(Float64);
+    deviations @1 :List(Float64);
+    isValid @2 :Bool;
+  }
+}
+
+enum IQTurnSignalDirection {
+  none @0;
+  turnLeft @1;
+  turnRight @2;
+}
+
+enum IQLateralEdgeBlock {
+  none @0;
+  left @1;
+  right @2;
+}
+
+struct IQDriveModelData @0xcdf0f7f14f46cb86 {
+  turnSignalDirection @0 :IQTurnSignalDirection;
+  lateralEdgeBlock @1 :IQLateralEdgeBlock;
+}
+
+enum NavDirection {
+  none @0;
+  left @1;
+  right @2;
+}
+
+struct IQNavState @0xaae9afb364368cd9 {
+  # Navigation state and guidance information
+  active @0 :Bool;                          # Whether navigation is currently active
+  destinationValid @1 :Bool;                # Whether we have a valid destination
+
+  # Current position and route info
+  distanceRemaining @2 :Float32;            # Total distance remaining to destination (m)
+  timeRemaining @3 :Float32;                # Estimated time remaining to destination (s)
+  currentSegmentIndex @4 :UInt32;           # Index of current route segment
+  totalSegments @5 :UInt32;                 # Total number of segments in route
+
+  # Next maneuver information
+  nextManeuverValid @6 :Bool;               # Whether next maneuver data is valid
+  nextManeuverDistance @7 :Float32;         # Distance to next maneuver (m)
+  nextManeuverType @8 :ManeuverType;        # Type of next maneuver
+  nextManeuverDirection @9 :IQTurnSignalDirection;  # Direction for next maneuver
+  nextManeuverDescription @10 :Text;        # Human-readable maneuver description
+  nextManeuverAngle @21 :Float32;           # Turn angle in degrees (for angle-adaptive enforcement)
+
+  # Turn desire control for lateral planning
+  shouldSendTurnDesire @11 :Bool;           # Whether to send turn desires to model
+  turnDesireDirection @12 :IQTurnSignalDirection;   # Direction for turn desire
+
+  # Lane change desire control for highway exits/ramps (>45 mph)
+  shouldSendLaneChangeDesire @22 :Bool;     # Whether to send lane change desires for high-speed exits
+  laneChangeDesireDirection @23 :IQTurnSignalDirection;  # Direction for lane change desire
+
+  # Speed guidance for longitudinal planning
+  targetSpeed @13 :Float32;                 # Target speed for upcoming maneuver (m/s)
+  targetSpeedValid @14 :Bool;               # Whether target speed is valid
+
+  # Destination info
+  destinationLatitude @15 :Float64;
+  destinationLongitude @16 :Float64;
+  destinationName @17 :Text;
+
+  # Lane positioning guidance for exits/turns
+  shouldSendLanePositioning @18 :Bool;      # Whether to send lane positioning desires (keepLeft/keepRight)
+  lanePositioningDirection @19 :IQTurnSignalDirection;  # Direction for lane positioning
+
+  # Lane tracking debug info (model vs GPS comparison for testing)
+  laneDebugInfo @20 :LaneDebugInfo;
+
+  # Navigation-specific UI event fields (separate from model/desire system)
+  navTurnDesireDirection @24 :NavDirection;           # For "Navigation: Turning Left/Right" UI alerts
+  navLaneChangeDesireDirection @25 :NavDirection;     # For "Navigation: Initiating Lane Change" UI alerts
+  navLanePositioningDirection @26 :NavDirection;      # For future lane positioning UI alerts
+  navSpeedTargetActive @27 :Bool;                     # For "Navigation: Reducing Speed" UI alert
+
+  # Second next maneuver information (for "Then" section in navigation banner UI)
+  secondNextManeuverValid @28 :Bool;                  # Whether second next maneuver data is valid
+  secondNextManeuverType @29 :ManeuverType;           # Type of second next maneuver
+  secondNextManeuverDirection @30 :NavDirection;      # Direction for second next maneuver
+  secondNextManeuverDistance @31 :Float32;            # Distance to second next maneuver (m)
+  nextManeuverModifier @32 :Text;                     # Raw Mapbox modifier for next maneuver (slight_left, sharp_right, etc.)
+  secondNextManeuverModifier @33 :Text;               # Raw Mapbox modifier for second next maneuver
+  longitudinalProvider @34 :LongitudinalProvider;     # Active source of nav longitudinal influence
+  longitudinalState @35 :LongitudinalState;           # Current nav longitudinal state machine output
+  longitudinalEngaged @36 :Bool;                      # Whether nav longitudinal influence is currently active
+  speedTarget @37 :Float32;                           # Nav longitudinal speed target (m/s)
+  accelTarget @38 :Float32;                           # Nav longitudinal accel target (m/s^2)
+  valid @39 :Bool;                                    # Whether nav longitudinal target is valid
+  maneuverPhase @40 :ManeuverPhase;                   # IQ nav maneuver phase for desire/FSM integration
+  maneuverDirection @41 :NavDirection;                # Direction of active IQ nav maneuver phase
+  command @42 :Command;                               # Short-lived IQ nav command trigger for desire/FSM integration
+  commandDirection @43 :NavDirection;                 # Direction associated with current IQ nav command
+  commandIndex @44 :UInt32;                           # Monotonic counter incremented when nav emits a new IQ command
+  cameraValid @45 :Bool;                              # Whether a speed camera ahead is currently detected
+  cameraType @46 :CameraType;                         # Type of the upcoming speed camera
+  cameraDistance @47 :Float32;                        # Distance to the upcoming camera (m)
+  cameraSpeedLimit @48 :Float32;                      # Enforced speed limit at the camera (m/s)
+  timeRemainingTypical @49 :Float32;                  # Remaining time under typical traffic conditions (s)
+  trafficDelay @50 :Float32;                          # Remaining delay versus typical conditions (s)
+  trafficDataAge @51 :Float32;                        # Age of the active traffic snapshot (s)
+  trafficDataValid @52 :Bool;                         # Whether traffic metadata is fresh enough to trust
+  trafficClosureCount @53 :UInt16;                    # Closures reported along the active route
+  trafficRouteId @54 :Text;                           # Stable identity of the active traffic route
+  trafficSource @55 :Text;                            # Routing provider that supplied traffic metadata
+  trafficTimeRemaining @56 :Float32;                  # Remaining time from the latest traffic snapshot (s)
+  trafficDataTimestamp @57 :Float64;                  # UTC acquisition time of the active traffic snapshot
+  cameraAlertId @58 :Text;
+  cameraChime @59 :Bool;
+  cameraTrusted @60 :Bool;
+  cameraSourceAge @61 :Float32;
+
+  enum CameraType {
+    none @0;
+    fixedSpeed @1;       # Fixed speed camera
+    mobileSpeed @2;      # Mobile/handheld speed camera
+    sectionStart @3;     # Average-speed (section) zone start
+    sectionEnd @4;       # Average-speed (section) zone end
+    averageZone @5;      # Within an average-speed zone
+    redLight @6;         # Red-light camera
+    bump @7;             # Speed bump
+    alpr @8;             # ALPR / Flock surveillance camera (DeFlock/OSM surveillance:type=ALPR)
+    police @9;
+  }
+
+  enum ManeuverType {
+    none @0;
+    turn @1;              # Regular turn at intersection
+    exit @2;              # Highway exit
+    merge @3;             # Merge onto highway
+    fork @4;              # Road fork
+    continueStraight @5;  # Continue straight
+    arrive @6;            # Arrive at destination
+    roundabout @7;        # Enter/exit roundabout
+  }
+
+  enum LongitudinalProvider {
+    none @0;
+    route @1;
+    mapbox @2;
+    vision @3;
+    offlineOsm @4;
+    camera @5;
+  }
+
+  enum LongitudinalState {
+    disabled @0;
+    enabled @1;
+    entering @2;
+    active @3;
+    leaving @4;
+    overriding @5;
+  }
+
+  enum ManeuverPhase {
+    none @0;
+    turnPrepare @1;
+    turnActive @2;
+    highwayPrepare @3;
+    highwayCommit @4;
+  }
+
+  enum Command {
+    none @0;
+    laneChange @1;
+  }
+
+  struct LaneDebugInfo {
+    modelLane @0 :Text;             # "left", "middle", "right", "unknown"
+    modelConfidence @1 :Float32;     # 0.0-1.0
+    gpsLane @2 :Text;                # "left", "middle", "right", "unknown"
+    gpsConfidence @3 :Float32;       # 0.0-1.0
+    lateralOffset @4 :Float32;       # Meters from road centerline (negative=left, positive=right)
+    gpsAccuracy @5 :Float32;         # GPS position accuracy (meters)
+    agreement @6 :Bool;              # Do model and GPS agree?
+  }
+}
+
+struct IQRoadIncidentFeed @0xf2b94d5ed8504f81 {
+  valid @0 :Bool;
+  status @1 :Status;
+  fetchedMonoTime @2 :UInt64;
+  fetchedWallTime @3 :Float64;
+  reports @4 :List(Report);
+
+  enum Status {
+    idle @0;
+    ok @1;
+    missingKey @2;
+    noLocation @3;
+    networkError @4;
+    invalidResponse @5;
+  }
+
+  struct Report {
+    id @0 :Text;
+    latitude @1 :Float64;
+    longitude @2 :Float64;
+    publishedAt @3 :Float64;
+    street @4 :Text;
+    city @5 :Text;
+    headingValid @6 :Bool;
+    heading @7 :Float32;
+  }
+}
+
+struct IQNavRenderState @0xf6e4a54ca6c92276 {
+  active @0 :Bool;
+  currentLatitude @1 :Float64;
+  currentLongitude @2 :Float64;
+  bearingDeg @3 :Float32;
+  routePolyline @4 :List(NavPoint);
+  routePolylineSimplified @5 :List(NavPoint);
+  nextManeuverLatitude @6 :Float64;
+  nextManeuverLongitude @7 :Float64;
+  nextManeuverType @8 :IQNavState.ManeuverType;
+  nextManeuverDirection @9 :NavDirection;
+  nextManeuverDistance @10 :Float32;
+  destinationLatitude @11 :Float64;
+  destinationLongitude @12 :Float64;
+  zoomHint @13 :Float32;
+
+  struct NavPoint {
+    latitude @0 :Float64;
+    longitude @1 :Float64;
+  }
+}
+
+struct IQPerfTrace @0xa8e2e4a8c6f4d3b2 {
+  process @0 :Text;
+  eventClass @1 :Text;
+  severity @2 :Severity;
+  frameId @3 :UInt32;
+  totalTimeUs @4 :UInt32;
+  rkRemainingUs @5 :Int32;
+  batchSize @6 :UInt16;
+  droppedFrames @7 :UInt16;
+  backlog @8 :UInt16;
+  flags @9 :UInt32;
+  samples @10 :List(Sample);
+  missingServices @11 :List(Text);
+  topProcesses @12 :List(Text);
+  detail @13 :Text;
+
+  enum Severity {
+    info @0;
+    warning @1;
+    error @2;
+    critical @3;
+  }
+
+  struct Sample {
+    frameId @0 :UInt32;
+    loopDtUs @1 :UInt32;
+    updateUs @2 :UInt32;
+    stateControlUs @3 :UInt32;
+    publishUs @4 :UInt32;
+    tailWorkUs @5 :UInt32;
+    rkRemainingUs @6 :Int32;
+    staleCarControlUs @7 :UInt32;
+    staleCarControlFrames @8 :UInt16;
+    sendcanGapUs @9 :UInt32;
+    modelEvalUs @10 :UInt32;
+    modelDroppedFrames @11 :UInt16;
+    modelBacklog @12 :UInt16;
+    textureDecodeUs @13 :UInt32;
+    textureUploadUs @14 :UInt32;
+    textureUnloadUs @15 :UInt32;
+    texturePruneUs @16 :UInt32;
+    textureConsumeUs @17 :UInt32;
+    textureBatchSize @18 :UInt16;
+    textureBytes @19 :UInt32;
+    textureCacheBefore @20 :UInt16;
+    textureCacheAfter @21 :UInt16;
+    textureUnloaded @22 :UInt16;
+    memoryUsagePercent @23 :UInt16;
+    gpuUsagePercent @24 :UInt16;
+    cpuUsagePercent @25 :UInt16;
+    flags @26 :UInt32;
+  }
+}
+
+struct IQConstructionZone @0xb54d6e69da4ddc9f {
+  state @0 :State;
+  active @1 :Bool;
+  orangeFraction @2 :Float32;   # hot-orange fraction of ROI chroma samples this analysis
+  secondsSinceHit @3 :Float32;  # time since last frame that passed the hit threshold
+
+  enum State {
+    inactive @0;
+    pending @1;   # hits seen, not yet enough persistence to enter
+    active @2;
+  }
+}
+
+struct IQVehicleTracks @0xb877ef4b20a4ae22 {
+  frameId @0 :UInt32;
+  frameWidth @1 :UInt16;
+  frameHeight @2 :UInt16;
+  processingMs @3 :Float32;
+  tracks @4 :List(Track);
+  wide @5 :Bool;
+
+  struct Track {
+    # box corners normalized [0,1] in the road-camera frame
+    x1 @0 :Float32;
+    y1 @1 :Float32;
+    x2 @2 :Float32;
+    y2 @3 :Float32;
+    prob @4 :Float32;
+    label @5 :Label;
+
+    enum Label {
+      car @0;
+      motorcycle @1;
+      bus @2;
+      truck @3;
+      person @4;
+      bicycle @5;
+      stopSign @6;
+      trafficLight @7;
+    }
+  }
+}
+
+struct IQEnvironment @0xfd960244a79e2804 {
+  frameId @0 :UInt32;
+  offloaded @1 :Bool;
+  modelValid @2 :Bool;
+  objects @3 :List(Object);
+
+  struct Object {
+    x @0 :Float32;
+    y @1 :Float32;
+    z @2 :Float32;
+    width @3 :Float32;
+    height @4 :Float32;
+    length @5 :Float32;
+    prob @6 :Float32;
+    label @7 :Label;
+
+    enum Label {
+      car @0;
+      motorcycle @1;
+      bus @2;
+      truck @3;
+      person @4;
+      bicycle @5;
+      stopSign @6;
+      trafficLight @7;
+    }
+  }
+}
+
+struct CustomReserved14 @0xa6e5a1ce8ca5258e {
+}
+
+struct CustomReserved15 @0xdb8042111e62cc87 {
+}
+
+struct CustomReserved16 @0xf59900ccf47b651a {
+}
+
+# pfeiferj/mapd v2 output schema (struct ids must match the mapd binary exactly).
+struct MapdDownloadLocationDetails @0xff889853e7b0987f {
+  location @0 :Text;
+  totalFiles @1 :UInt32;
+  downloadedFiles @2 :UInt32;
+}
+
+struct MapdDownloadProgress @0xfaa35dcac85073a2 {
+  active @0 :Bool;
+  cancelled @1 :Bool;
+  totalFiles @2 :UInt32;
+  downloadedFiles @3 :UInt32;
+  locations @4 :List(Text);
+  locationDetails @5 :List(MapdDownloadLocationDetails);
+}
+
+struct MapdPathPoint @0xd6f78acca1bc3939 {
+  latitude @0 :Float64;
+  longitude @1 :Float64;
+  curvature @2 :Float32;
+  targetVelocity @3 :Float32;
+}
+
+enum MapdRoadContext {
+  freeway @0;
+  city @1;
+  unknown @2;
+}
+
+enum MapdWaySelectionType {
+  current @0;
+  predicted @1;
+  possible @2;
+  extended @3;
+  fail @4;
+}
+
+enum MapdInputType {
+  download @0;
+  setTargetLateralAccel @1;
+  setSpeedLimitOffset @2;
+  setSpeedLimitControl @3;
+  setMapCurveSpeedControl @4;
+  setVisionCurveSpeedControl @5;
+  setLogLevel @6;
+  setVisionCurveTargetLatA @7;
+  setVisionCurveMinTargetV @8;
+  reloadSettings @9;
+  saveSettings @10;
+  setEnableSpeed @11;
+  setVisionCurveUseEnableSpeed @12;
+  setMapCurveUseEnableSpeed @13;
+  setSpeedLimitUseEnableSpeed @14;
+  setHoldLastSeenSpeedLimit @15;
+  setTargetSpeedJerk @16;
+  setTargetSpeedAccel @17;
+  setTargetSpeedTimeOffset @18;
+  setDefaultLaneWidth @19;
+  setMapCurveTargetLatA @20;
+  loadDefaultSettings @21;
+  loadRecommendedSettings @22;
+  setSlowDownForNextSpeedLimit @23;
+  setSpeedUpForNextSpeedLimit @24;
+  setHoldSpeedLimitWhileChangingSetSpeed @25;
+  loadPersistentSettings @26;
+  cancelDownload @27;
+  setLogJson @28;
+  setLogSource @29;
+  setExternalSpeedLimitControl @30;
+  setExternalSpeedLimit @31;
+  setSpeedLimitPriority @32;
+  setSpeedLimitChangeRequiresAccept @33;
+  acceptSpeedLimit @34;
+  setPressGasToAcceptSpeedLimit @35;
+  setAdjustSetSpeedToAcceptSpeedLimit @36;
+  setAcceptSpeedLimitTimeout @37;
+  setPressGasToOverrideSpeedLimit @38;
+}
+
+struct MapdExtendedOut @0x8d12e6a08c60a1a1 {
+  downloadProgress @0 :MapdDownloadProgress;
+  settings @1 :Text;
+  path @2 :List(MapdPathPoint);
+}
+
+struct MapdIn @0xb9ceb3ea89cecc23 {
+  type @0 :MapdInputType;
+  float @1 :Float32;
+  str @2 :Text;
+  bool @3 :Bool;
+}
+
+struct MapdOut @0xd615f9fe1608a3c0 {
+  wayName @0 :Text;
+  wayRef @1 :Text;
+  roadName @2 :Text;
+  speedLimit @3 :Float32;
+  nextSpeedLimit @4 :Float32;
+  nextSpeedLimitDistance @5 :Float32;
+  hazard @6 :Text;
+  nextHazard @7 :Text;
+  nextHazardDistance @8 :Float32;
+  advisorySpeed @9 :Float32;
+  nextAdvisorySpeed @10 :Float32;
+  nextAdvisorySpeedDistance @11 :Float32;
+  oneWay @12 :Bool;
+  lanes @13 :UInt8;
+  tileLoaded @14 :Bool;
+  speedLimitSuggestedSpeed @15 :Float32;
+  suggestedSpeed @16 :Float32;
+  estimatedRoadWidth @17 :Float32;
+  roadContext @18 :MapdRoadContext;
+  distanceFromWayCenter @19 :Float32;
+  visionCurveSpeed @20 :Float32;
+  mapCurveSpeed @21 :Float32;
+  waySelectionType @22 :MapdWaySelectionType;
+  speedLimitAccepted @23 :Bool;
+}

iqpilot/cereal/include/c++.capnp

@@ -0,0 +1,26 @@
+# Copyright (c) 2013-2014 Sandstorm Development Group, Inc. and contributors
+# Licensed under the MIT License:
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in
+# all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+# THE SOFTWARE.
+
+@0xbdf87d7bb8304e81;
+$namespace("capnp::annotations");
+
+annotation namespace(file): Text;
+annotation name(field, enumerant, struct, enum, interface, method, param, group, union): Text;

iqpilot/cereal/legacy.capnp

@@ -0,0 +1,573 @@
+using Cxx = import "/include/c++.capnp";
+$Cxx.namespace("cereal");
+
+@0x80ef1ec4889c2a63;
+
+# legacy.capnp: a home for deprecated structs
+
+struct LogRotate @0x9811e1f38f62f2d1 {
+  segmentNum @0 :Int32;
+  path @1 :Text;
+}
+
+struct LiveUI @0xc08240f996aefced {
+  rearViewCam @0 :Bool;
+  alertText1 @1 :Text;
+  alertText2 @2 :Text;
+  awarenessStatus @3 :Float32;
+}
+
+struct UiLayoutState @0x88dcce08ad29dda0 {
+  activeApp @0 :App;
+  sidebarCollapsed @1 :Bool;
+  mapEnabled @2 :Bool;
+  mockEngaged @3 :Bool;
+
+  enum App @0x9917470acf94d285 {
+    home @0;
+    music @1;
+    nav @2;
+    settings @3;
+    none @4;
+  }
+}
+
+struct OrbslamCorrection @0x8afd33dc9b35e1aa {
+  correctionMonoTime @0 :UInt64;
+  prePositionECEF @1 :List(Float64);
+  postPositionECEF @2 :List(Float64);
+  prePoseQuatECEF @3 :List(Float32);
+  postPoseQuatECEF @4 :List(Float32);
+  numInliers @5 :UInt32;
+}
+
+struct EthernetPacket @0xa99a9d5b33cf5859 {
+  pkt @0 :Data;
+  ts @1 :Float32;
+}
+
+struct CellInfo @0xcff7566681c277ce {
+  timestamp @0 :UInt64;
+  repr @1 :Text; # android toString() for now
+}
+
+struct WifiScan @0xd4df5a192382ba0b {
+  bssid @0 :Text;
+  ssid @1 :Text;
+  capabilities @2 :Text;
+  frequency @3 :Int32;
+  level @4 :Int32;
+  timestamp @5 :Int64;
+
+  centerFreq0 @6 :Int32;
+  centerFreq1 @7 :Int32;
+  channelWidth @8 :ChannelWidth;
+  operatorFriendlyName @9 :Text;
+  venueName @10 :Text;
+  is80211mcResponder @11 :Bool;
+  passpoint @12 :Bool;
+
+  distanceCm @13 :Int32;
+  distanceSdCm @14 :Int32;
+
+  enum ChannelWidth @0xcb6a279f015f6b51 {
+    w20Mhz @0;
+    w40Mhz @1;
+    w80Mhz @2;
+    w160Mhz @3;
+    w80Plus80Mhz @4;
+  }
+}
+
+struct LiveEventData @0x94b7baa90c5c321e {
+  name @0 :Text;
+  value @1 :Int32;
+}
+
+struct ModelData @0xb8aad62cffef28a9 {
+  frameId @0 :UInt32;
+  frameAge @12 :UInt32;
+  frameDropPerc @13 :Float32;
+  timestampEof @9 :UInt64;
+  modelExecutionTime @14 :Float32;
+  gpuExecutionTime @16 :Float32;
+  rawPred @15 :Data;
+
+  path @1 :PathData;
+  leftLane @2 :PathData;
+  rightLane @3 :PathData;
+  lead @4 :LeadData;
+  freePath @6 :List(Float32);
+
+  settings @5 :ModelSettings;
+  leadFuture @7 :LeadData;
+  speed @8 :List(Float32);
+  meta @10 :MetaData;
+  longitudinal @11 :LongitudinalData;
+
+  struct PathData @0x8817eeea389e9f08 {
+    points @0 :List(Float32);
+    prob @1 :Float32;
+    std @2 :Float32;
+    stds @3 :List(Float32);
+    poly @4 :List(Float32);
+    validLen @5 :Float32;
+  }
+
+  struct LeadData @0xd1c9bef96d26fa91 {
+    dist @0 :Float32;
+    prob @1 :Float32;
+    std @2 :Float32;
+    relVel @3 :Float32;
+    relVelStd @4 :Float32;
+    relY @5 :Float32;
+    relYStd @6 :Float32;
+    relA @7 :Float32;
+    relAStd @8 :Float32;
+  }
+
+  struct ModelSettings @0xa26e3710efd3e914 {
+    bigBoxX @0 :UInt16;
+    bigBoxY @1 :UInt16;
+    bigBoxWidth @2 :UInt16;
+    bigBoxHeight @3 :UInt16;
+    boxProjection @4 :List(Float32);
+    yuvCorrection @5 :List(Float32);
+    inputTransform @6 :List(Float32);
+  }
+
+  struct MetaData @0x9744f25fb60f2bf8 {
+    engagedProb @0 :Float32;
+    desirePrediction @1 :List(Float32);
+    brakeDisengageProb @2 :Float32;
+    gasDisengageProb @3 :Float32;
+    steerOverrideProb @4 :Float32;
+    desireState @5 :List(Float32);
+  }
+
+  struct LongitudinalData @0xf98f999c6a071122 {
+    distances @2 :List(Float32);
+    speeds @0 :List(Float32);
+    accelerations @1 :List(Float32);
+  }
+}
+
+struct ECEFPoint @0xc25bbbd524983447 {
+  x @0 :Float64;
+  y @1 :Float64;
+  z @2 :Float64;
+}
+
+struct ECEFPointDEPRECATED @0xe10e21168db0c7f7 {
+  x @0 :Float32;
+  y @1 :Float32;
+  z @2 :Float32;
+}
+
+struct GPSPlannerPoints @0xab54c59699f8f9f3 {
+  curPosDEPRECATED @0 :ECEFPointDEPRECATED;
+  pointsDEPRECATED @1 :List(ECEFPointDEPRECATED);
+  curPos @6 :ECEFPoint;
+  points @7 :List(ECEFPoint);
+  valid @2 :Bool;
+  trackName @3 :Text;
+  speedLimit @4 :Float32;
+  accelTarget @5 :Float32;
+}
+
+struct GPSPlannerPlan @0xf5ad1d90cdc1dd6b {
+  valid @0 :Bool;
+  poly @1 :List(Float32);
+  trackName @2 :Text;
+  speed @3 :Float32;
+  acceleration @4 :Float32;
+  pointsDEPRECATED @5 :List(ECEFPointDEPRECATED);
+  points @6 :List(ECEFPoint);
+  xLookahead @7 :Float32;
+}
+
+struct UiNavigationEvent @0x90c8426c3eaddd3b {
+  type @0: Type;
+  status @1: Status;
+  distanceTo @2: Float32;
+  endRoadPointDEPRECATED @3: ECEFPointDEPRECATED;
+  endRoadPoint @4: ECEFPoint;
+
+  enum Type @0xe8db07dcf8fcea05 {
+    none @0;
+    laneChangeLeft @1;
+    laneChangeRight @2;
+    mergeLeft @3;
+    mergeRight @4;
+    turnLeft @5;
+    turnRight @6;
+  }
+
+  enum Status @0xb9aa88c75ef99a1f {
+    none @0;
+    passive @1;
+    approaching @2;
+    active @3;
+  }
+}
+
+struct LiveLocationData @0xb99b2bc7a57e8128 {
+  status @0 :UInt8;
+
+  # 3D fix
+  lat @1 :Float64;
+  lon @2 :Float64;
+  alt @3 :Float32;     # m
+
+  # speed
+  speed @4 :Float32;   # m/s
+
+  # NED velocity components
+  vNED @5 :List(Float32);
+
+  # roll, pitch, heading (x,y,z)
+  roll @6 :Float32;     # WRT to center of earth?
+  pitch @7 :Float32;    # WRT to center of earth?
+  heading @8 :Float32;  # WRT to north?
+
+  # what are these?
+  wanderAngle @9 :Float32;
+  trackAngle @10 :Float32;
+
+  # car frame -- https://upload.wikimedia.org/wikipedia/commons/f/f5/RPY_angles_of_cars.png
+
+  # gyro, in car frame, deg/s
+  gyro @11 :List(Float32);
+
+  # accel, in car frame, m/s^2
+  accel @12 :List(Float32);
+
+  accuracy @13 :Accuracy;
+
+  source @14 :SensorSource;
+  # if we are fixing a location in the past
+  fixMonoTime @15 :UInt64;
+
+  gpsWeek @16 :Int32;
+  timeOfWeek @17 :Float64;
+
+  positionECEF @18 :List(Float64);
+  poseQuatECEF @19 :List(Float32);
+  pitchCalibration @20 :Float32;
+  yawCalibration @21 :Float32;
+  imuFrame @22 :List(Float32);
+
+  struct Accuracy @0x943dc4625473b03f {
+    pNEDError @0 :List(Float32);
+    vNEDError @1 :List(Float32);
+    rollError @2 :Float32;
+    pitchError @3 :Float32;
+    headingError @4 :Float32;
+    ellipsoidSemiMajorError @5 :Float32;
+    ellipsoidSemiMinorError @6 :Float32;
+    ellipsoidOrientationError @7 :Float32;
+  }
+
+  enum SensorSource @0xc871d3cc252af657 {
+    applanix @0;
+    kalman @1;
+    orbslam @2;
+    timing @3;
+    dummy @4;
+  }
+}
+
+struct OrbOdometry @0xd7700859ed1f5b76 {
+  # timing first
+  startMonoTime @0 :UInt64;
+  endMonoTime @1 :UInt64;
+
+  # fundamental matrix and error
+  f @2: List(Float64);
+  err @3: Float64;
+
+  # number of inlier points
+  inliers @4: Int32;
+
+  # for debug only
+  # indexed by endMonoTime features
+  # value is startMonoTime feature match
+  # -1 if no match
+  matches @5: List(Int16);
+}
+
+struct OrbFeatures @0xcd60164a8a0159ef {
+  timestampEof @0 :UInt64;
+  # transposed arrays of normalized image coordinates
+  # len(xs) == len(ys) == len(descriptors) * 32
+  xs @1 :List(Float32);
+  ys @2 :List(Float32);
+  descriptors @3 :Data;
+  octaves @4 :List(Int8);
+
+  # match index to last OrbFeatures
+  # -1 if no match
+  timestampLastEof @5 :UInt64;
+  matches @6: List(Int16);
+}
+
+struct OrbFeaturesSummary @0xd500d30c5803fa4f {
+  timestampEof @0 :UInt64;
+  timestampLastEof @1 :UInt64;
+
+  featureCount @2 :UInt16;
+  matchCount @3 :UInt16;
+  computeNs @4 :UInt64;
+}
+
+struct OrbKeyFrame @0xc8233c0345e27e24 {
+  # this is a globally unique id for the KeyFrame
+  id @0: UInt64;
+
+  # this is the location of the KeyFrame
+  pos @1: ECEFPoint;
+
+  # these are the features in the world
+  # len(dpos) == len(descriptors) * 32
+  dpos @2 :List(ECEFPoint);
+  descriptors @3 :Data;
+}
+
+struct KalmanOdometry @0x92e21bb7ea38793a {
+  trans @0 :List(Float32); # m/s in device frame
+  rot @1 :List(Float32); # rad/s in device frame
+  transStd @2 :List(Float32); # std m/s in device frame
+  rotStd @3 :List(Float32); # std rad/s in device frame
+}
+
+struct OrbObservation @0x9b326d4e436afec7 {
+  observationMonoTime @0 :UInt64;
+  normalizedCoordinates @1 :List(Float32);
+  locationECEF @2 :List(Float64);
+  matchDistance @3: UInt32;
+}
+
+struct CalibrationFeatures @0x8fdfadb254ea867a {
+  frameId @0 :UInt32;
+
+  p0 @1 :List(Float32);
+  p1 @2 :List(Float32);
+  status @3 :List(Int8);
+}
+
+struct NavStatus @0xbd8822120928120c {
+  isNavigating @0 :Bool;
+  currentAddress @1 :Address;
+
+  struct Address @0xce7cd672cacc7814 {
+    title @0 :Text;
+    lat @1 :Float64;
+    lng @2 :Float64;
+    house @3 :Text;
+    address @4 :Text;
+    street @5 :Text;
+    city @6 :Text;
+    state @7 :Text;
+    country @8 :Text;
+  }
+}
+
+struct NavUpdate @0xdb98be6565516acb {
+  isNavigating @0 :Bool;
+  curSegment @1 :Int32;
+  segments @2 :List(Segment);
+
+  struct LatLng @0x9eaef9187cadbb9b {
+    lat @0 :Float64;
+    lng @1 :Float64;
+  }
+
+  struct Segment @0xa5b39b4fc4d7da3f {
+    from @0 :LatLng;
+    to @1 :LatLng;
+    updateTime @2 :Int32;
+    distance @3 :Int32;
+    crossTime @4 :Int32;
+    exitNo @5 :Int32;
+    instruction @6 :Instruction;
+
+    parts @7 :List(LatLng);
+
+    enum Instruction @0xc5417a637451246f {
+      turnLeft @0;
+      turnRight @1;
+      keepLeft @2;
+      keepRight @3;
+      straight @4;
+      roundaboutExitNumber @5;
+      roundaboutExit @6;
+      roundaboutTurnLeft @7;
+      unkn8 @8;
+      roundaboutStraight @9;
+      unkn10 @10;
+      roundaboutTurnRight @11;
+      unkn12 @12;
+      roundaboutUturn @13;
+      unkn14 @14;
+      arrive @15;
+      exitLeft @16;
+      exitRight @17;
+      unkn18 @18;
+      uturn @19;
+      # ...
+    }
+  }
+}
+
+struct TrafficEvent @0xacfa74a094e62626 {
+  type @0 :Type;
+  distance @1 :Float32;
+  action @2 :Action;
+  resuming @3 :Bool;
+
+  enum Type @0xd85d75253435bf4b {
+    stopSign @0;
+    lightRed @1;
+    lightYellow @2;
+    lightGreen @3;
+    stopLight @4;
+  }
+
+  enum Action @0xa6f6ce72165ccb49 {
+    none @0;
+    yield @1;
+    stop @2;
+    resumeReady @3;
+  }
+
+}
+
+
+struct AndroidGnss @0xdfdf30d03fc485bd {
+  union {
+    measurements @0 :Measurements;
+    navigationMessage @1 :NavigationMessage;
+  }
+
+  struct Measurements @0xa20710d4f428d6cd {
+    clock @0 :Clock;
+    measurements @1 :List(Measurement);
+
+    struct Clock @0xa0e27b453a38f450 {
+      timeNanos @0 :Int64;
+      hardwareClockDiscontinuityCount @1 :Int32;
+
+      hasTimeUncertaintyNanos @2 :Bool;
+      timeUncertaintyNanos @3 :Float64;
+
+      hasLeapSecond @4 :Bool;
+      leapSecond @5 :Int32;
+
+      hasFullBiasNanos @6 :Bool;
+      fullBiasNanos @7 :Int64;
+
+      hasBiasNanos @8 :Bool;
+      biasNanos @9 :Float64;
+
+      hasBiasUncertaintyNanos @10 :Bool;
+      biasUncertaintyNanos @11 :Float64;
+
+      hasDriftNanosPerSecond @12 :Bool;
+      driftNanosPerSecond @13 :Float64;
+
+      hasDriftUncertaintyNanosPerSecond @14 :Bool;
+      driftUncertaintyNanosPerSecond @15 :Float64;
+    }
+
+    struct Measurement @0xd949bf717d77614d {
+      svId @0 :Int32;
+      constellation @1 :Constellation;
+
+      timeOffsetNanos @2 :Float64;
+      state @3 :Int32;
+      receivedSvTimeNanos @4 :Int64;
+      receivedSvTimeUncertaintyNanos @5 :Int64;
+      cn0DbHz @6 :Float64;
+      pseudorangeRateMetersPerSecond @7 :Float64;
+      pseudorangeRateUncertaintyMetersPerSecond @8 :Float64;
+      accumulatedDeltaRangeState @9 :Int32;
+      accumulatedDeltaRangeMeters @10 :Float64;
+      accumulatedDeltaRangeUncertaintyMeters @11 :Float64;
+
+      hasCarrierFrequencyHz @12 :Bool;
+      carrierFrequencyHz @13 :Float32;
+      hasCarrierCycles @14 :Bool;
+      carrierCycles @15 :Int64;
+      hasCarrierPhase @16 :Bool;
+      carrierPhase @17 :Float64;
+      hasCarrierPhaseUncertainty @18 :Bool;
+      carrierPhaseUncertainty @19 :Float64;
+      hasSnrInDb @20 :Bool;
+      snrInDb @21 :Float64;
+
+      multipathIndicator @22 :MultipathIndicator;
+
+      enum Constellation @0x9ef1f3ff0deb5ffb {
+        unknown @0;
+        gps @1;
+        sbas @2;
+        glonass @3;
+        qzss @4;
+        beidou @5;
+        galileo @6;
+      }
+
+      enum State @0xcbb9490adce12d72 {
+        unknown @0;
+        codeLock @1;
+        bitSync @2;
+        subframeSync @3;
+        towDecoded @4;
+        msecAmbiguous @5;
+        symbolSync @6;
+        gloStringSync @7;
+        gloTodDecoded @8;
+        bdsD2BitSync @9;
+        bdsD2SubframeSync @10;
+        galE1bcCodeLock @11;
+        galE1c2ndCodeLock @12;
+        galE1bPageSync @13;
+        sbasSync @14;
+      }
+
+      enum MultipathIndicator @0xc04e7b6231d4caa8 {
+        unknown @0;
+        detected @1;
+        notDetected @2;
+      }
+    }
+  }
+
+  struct NavigationMessage @0xe2517b083095fd4e {
+    type @0 :Int32;
+    svId @1 :Int32;
+    messageId @2 :Int32;
+    submessageId @3 :Int32;
+    data @4 :Data;
+    status @5 :Status;
+
+    enum Status @0xec1ff7996b35366f {
+      unknown @0;
+      parityPassed @1;
+      parityRebuilt @2;
+    }
+  }
+}
+
+struct LidarPts @0xe3d6685d4e9d8f7a {
+  r @0 :List(UInt16);        # uint16   m*500.0
+  theta @1 :List(UInt16);    # uint16 deg*100.0
+  reflect @2 :List(UInt8);   # uint8      0-255
+
+  # For storing out of file.
+  idx @3 :UInt64;
+
+  # For storing in file
+  pkt @4 :Data;
+}
+

iqpilot/cereal/messaging/__init__.py

@@ -0,0 +1,269 @@
+# must be built with scons
+from msgq import fake_event_handle, drain_sock_raw, MultiplePublishersError, IpcError, \
+                 Context, Poller, SubSocket, PubSocket, SocketEventHandle, toggle_fake_events, \
+                 set_fake_prefix, get_fake_prefix, delete_fake_prefix, wait_for_one_event
+import msgq
+import os
+import capnp
+import time
+
+from typing import Optional, List, Union, Dict
+
+from iqpilot.cereal import log
+from iqpilot.cereal.services import SERVICE_LIST
+from iqpilot.common.utils import MovingAverage
+
+NO_TRAVERSAL_LIMIT = 2**64-1
+
+
+def pub_sock(endpoint: str) -> PubSocket:
+  service = SERVICE_LIST.get(endpoint)
+  segment_size = service.queue_size if service else 0
+  return msgq.pub_sock(endpoint, segment_size)
+
+
+def sub_sock(endpoint: str, poller: Optional[Poller] = None, addr: str = "127.0.0.1",
+             conflate: bool = False, timeout: Optional[int] = None) -> SubSocket:
+  service = SERVICE_LIST.get(endpoint)
+  segment_size = service.queue_size if service else 0
+  return msgq.sub_sock(endpoint, poller=poller, addr=addr, conflate=conflate,
+                       timeout=timeout, segment_size=segment_size)
+
+
+def reset_context():
+  msgq.context = Context()
+
+
+def log_from_bytes(dat: bytes, struct: capnp.lib.capnp._StructModule = log.Event) -> capnp.lib.capnp._DynamicStructReader:
+  with struct.from_bytes(dat, traversal_limit_in_words=NO_TRAVERSAL_LIMIT) as msg:
+    return msg
+
+
+def new_message(service: Optional[str], size: Optional[int] = None, **kwargs) -> capnp.lib.capnp._DynamicStructBuilder:
+  args = {
+    'valid': False,
+    'logMonoTime': int(time.monotonic() * 1e9),
+    **kwargs
+  }
+  dat = log.Event.new_message(**args)
+  if service is not None:
+    if size is None:
+      dat.init(service)
+    else:
+      dat.init(service, size)
+  return dat
+
+
+def drain_sock(sock: SubSocket, wait_for_one: bool = False) -> List[capnp.lib.capnp._DynamicStructReader]:
+  """Receive all message currently available on the queue"""
+  msgs = drain_sock_raw(sock, wait_for_one=wait_for_one)
+  return [log_from_bytes(m) for m in msgs]
+
+
+# TODO: print when we drop packets?
+def recv_sock(sock: SubSocket, wait: bool = False) -> Optional[capnp.lib.capnp._DynamicStructReader]:
+  """Same as drain sock, but only returns latest message. Consider using conflate instead."""
+  dat = None
+
+  while 1:
+    if wait and dat is None:
+      recv = sock.receive()
+    else:
+      recv = sock.receive(non_blocking=True)
+
+    if recv is None:  # Timeout hit
+      break
+
+    dat = recv
+
+  if dat is not None:
+    dat = log_from_bytes(dat)
+
+  return dat
+
+
+def recv_one(sock: SubSocket) -> Optional[capnp.lib.capnp._DynamicStructReader]:
+  dat = sock.receive()
+  if dat is not None:
+    dat = log_from_bytes(dat)
+  return dat
+
+
+def recv_one_or_none(sock: SubSocket) -> Optional[capnp.lib.capnp._DynamicStructReader]:
+  dat = sock.receive(non_blocking=True)
+  if dat is not None:
+    dat = log_from_bytes(dat)
+  return dat
+
+
+def recv_one_retry(sock: SubSocket) -> capnp.lib.capnp._DynamicStructReader:
+  """Keep receiving until we get a message"""
+  while True:
+    dat = sock.receive()
+    if dat is not None:
+      return log_from_bytes(dat)
+
+
+class FrequencyTracker:
+  def __init__(self, service_freq: float, update_freq: float, is_poll: bool):
+    freq = max(min(service_freq, update_freq), 1.)
+    if is_poll:
+      min_freq = max_freq = freq
+    else:
+      max_freq = min(freq, update_freq)
+      if service_freq >= 2 * update_freq:
+        min_freq = update_freq
+      elif update_freq >= 2* service_freq:
+        min_freq = freq
+      else:
+        min_freq = min(freq, freq / 2.)
+
+    self.min_freq = min_freq * 0.8
+    self.max_freq = max_freq * 1.2
+    self.avg_dt = MovingAverage(int(10 * freq))
+    self.recent_avg_dt = MovingAverage(int(freq))
+    self.prev_time = 0.0
+
+  def record_recv_time(self, cur_time: float) -> None:
+    # TODO: Handle case where cur_time is less than prev_time
+    if self.prev_time > 1e-5:
+      dt = cur_time - self.prev_time
+
+      self.avg_dt.add_value(dt)
+      self.recent_avg_dt.add_value(dt)
+
+    self.prev_time = cur_time
+
+  @property
+  def valid(self) -> bool:
+    if self.avg_dt.count == 0:
+      return False
+
+    avg_freq = 1.0 / self.avg_dt.get_average()
+    if self.min_freq <= avg_freq <= self.max_freq:
+      return True
+
+    avg_freq_recent = 1.0 / self.recent_avg_dt.get_average()
+    return self.min_freq <= avg_freq_recent <= self.max_freq
+
+
+class SubMaster:
+  def __init__(self, services: List[str], poll: Optional[str] = None,
+               ignore_alive: Optional[List[str]] = None, ignore_avg_freq: Optional[List[str]] = None,
+               ignore_valid: Optional[List[str]] = None, addr: str = "127.0.0.1", frequency: Optional[float] = None):
+    self.frame = -1
+    self.services = services
+    self.seen = {s: False for s in services}
+    self.updated = {s: False for s in services}
+    self.recv_time = {s: 0. for s in services}
+    self.recv_frame = {s: 0 for s in services}
+    self.sock = {}
+    self.data = {}
+    self.logMonoTime = {s: 0 for s in services}
+
+    # zero-frequency / on-demand services are always alive and presumed valid; all others must pass checks
+    on_demand = {s: SERVICE_LIST[s].frequency <= 1e-5 for s in services}
+    self.static_freq_services = set(s for s in services if not on_demand[s])
+    self.alive = {s: on_demand[s] for s in services}
+    self.freq_ok = {s: on_demand[s] for s in services}
+    self.valid = {s: on_demand[s] for s in services}
+
+    self.freq_tracker: Dict[str, FrequencyTracker] = {}
+    self.poller = Poller()
+    polled_services = set([poll, ] if poll is not None else services)
+    self.non_polled_services = set(services) - polled_services
+
+    self.ignore_average_freq = [] if ignore_avg_freq is None else ignore_avg_freq
+    self.ignore_alive = [] if ignore_alive is None else ignore_alive
+    self.ignore_valid = [] if ignore_valid is None else ignore_valid
+
+    self.simulation = bool(int(os.getenv("SIMULATION", "0")))
+
+    # if freq and poll aren't specified, assume the max to be conservative
+    assert frequency is None or poll is None, "Do not specify 'frequency' - frequency of the polled service will be used."
+    self.update_freq = frequency or max([SERVICE_LIST[s].frequency for s in polled_services])
+
+    for s in services:
+      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)
+
+      try:
+        data = new_message(s)
+      except capnp.lib.capnp.KjException:
+        data = new_message(s, 0) # lists
+
+      self.data[s] = getattr(data.as_reader(), s)
+      self.freq_tracker[s] = FrequencyTracker(SERVICE_LIST[s].frequency, self.update_freq, s == poll)
+
+  def __getitem__(self, s: str) -> capnp.lib.capnp._DynamicStructReader:
+    return self.data[s]
+
+  def _check_avg_freq(self, s: str) -> bool:
+    return SERVICE_LIST[s].frequency > 0.99 and (s not in self.ignore_average_freq) and (s not in self.ignore_alive)
+
+  def update(self, timeout: int = 100) -> None:
+    msgs = []
+    for sock in self.poller.poll(timeout):
+      msgs.append(recv_one_or_none(sock))
+
+    # 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(time.monotonic(), msgs)
+
+  def update_msgs(self, cur_time: float, msgs: List[capnp.lib.capnp._DynamicStructReader]) -> None:
+    self.frame += 1
+    self.updated = dict.fromkeys(self.services, False)
+    for msg in msgs:
+      if msg is None:
+        continue
+
+      s = msg.which()
+      self.seen[s] = True
+      self.updated[s] = True
+
+      self.freq_tracker[s].record_recv_time(cur_time)
+      self.recv_time[s] = cur_time
+      self.recv_frame[s] = self.frame
+      self.data[s] = getattr(msg, s)
+      self.logMonoTime[s] = msg.logMonoTime
+      self.valid[s] = msg.valid
+
+    for s in self.static_freq_services:
+      # alive if delay is within 10x the expected frequency; checks relaxed in simulator
+      self.alive[s] = (cur_time - self.recv_time[s]) < (10. / SERVICE_LIST[s].frequency) or (self.seen[s] and self.simulation)
+      self.freq_ok[s] = self.freq_tracker[s].valid or self.simulation
+
+  def all_alive(self, service_list: Optional[List[str]] = None) -> bool:
+    return all(self.alive[s] for s in (service_list or self.services) if s not in self.ignore_alive)
+
+  def all_freq_ok(self, service_list: Optional[List[str]] = None) -> bool:
+    return all(self.freq_ok[s] for s in (service_list or self.services) if self._check_avg_freq(s))
+
+  def all_valid(self, service_list: Optional[List[str]] = None) -> bool:
+    return all(self.valid[s] for s in (service_list or self.services) if s not in self.ignore_valid)
+
+  def all_checks(self, service_list: Optional[List[str]] = None) -> bool:
+    return self.all_alive(service_list) and self.all_freq_ok(service_list) and self.all_valid(service_list)
+
+
+class PubMaster:
+  def __init__(self, services: List[str]):
+    self.sock = {}
+    for s in services:
+      self.sock[s] = pub_sock(s)
+
+  def send(self, s: str, dat: Union[bytes, capnp.lib.capnp._DynamicStructBuilder]) -> None:
+    if not isinstance(dat, bytes):
+      dat = dat.to_bytes()
+    self.sock[s].send(dat)
+
+  def wait_for_readers_to_update(self, s: str, timeout: int, dt: float = 0.05) -> bool:
+    for _ in range(int(timeout*(1./dt))):
+      if self.sock[s].all_readers_updated():
+        return True
+      time.sleep(dt)
+    return False
+
+  def all_readers_updated(self, s: str) -> bool:
+    return self.sock[s].all_readers_updated()  # type: ignore

iqpilot/cereal/messaging/bridge.cc

@@ -0,0 +1,72 @@
+#include <cassert>
+
+#include "cereal/messaging/msgq_to_zmq.h"
+#include "cereal/services.h"
+#include "common/util.h"
+
+ExitHandler do_exit;
+
+static std::vector<std::string> get_services(const std::string &whitelist_str, bool zmq_to_msgq) {
+  std::vector<std::string> service_list;
+  for (const auto& it : services) {
+    std::string name = it.second.name;
+    bool in_whitelist = whitelist_str.find(name) != std::string::npos;
+    if (zmq_to_msgq && !in_whitelist) {
+      continue;
+    }
+    service_list.push_back(name);
+  }
+  return service_list;
+}
+
+void msgq_to_zmq(const std::vector<std::string> &endpoints, const std::string &ip) {
+  MsgqToZmq bridge;
+  bridge.run(endpoints, ip);
+}
+
+void zmq_to_msgq(const std::vector<std::string> &endpoints, const std::string &ip) {
+  auto poller = std::make_unique<ZMQPoller>();
+  auto pub_context = std::make_unique<MSGQContext>();
+  auto sub_context = std::make_unique<ZMQContext>();
+  std::map<SubSocket *, PubSocket *> sub2pub;
+
+  for (auto endpoint : endpoints) {
+    auto pub_sock = new MSGQPubSocket();
+    auto sub_sock = new ZMQSubSocket();
+    size_t queue_size = services.at(endpoint).queue_size;
+    pub_sock->connect(pub_context.get(), endpoint, true, queue_size);
+    sub_sock->connect(sub_context.get(), endpoint, ip, false);
+
+    poller->registerSocket(sub_sock);
+    sub2pub[sub_sock] = pub_sock;
+  }
+
+  while (!do_exit) {
+    for (auto sub_sock : poller->poll(100)) {
+      std::unique_ptr<Message> msg(sub_sock->receive(true));
+      if (msg) {
+        sub2pub[sub_sock]->sendMessage(msg.get());
+      }
+    }
+  }
+
+  // Clean up allocated sockets
+  for (auto &[sub_sock, pub_sock] : sub2pub) {
+    delete sub_sock;
+    delete pub_sock;
+  }
+}
+
+int main(int argc, char **argv) {
+  bool is_zmq_to_msgq = argc > 2;
+  std::string ip = is_zmq_to_msgq ? argv[1] : "127.0.0.1";
+  std::string whitelist_str = is_zmq_to_msgq ? std::string(argv[2]) : "";
+  std::vector<std::string> endpoints = get_services(whitelist_str, is_zmq_to_msgq);
+
+  if (is_zmq_to_msgq) {
+    zmq_to_msgq(endpoints, ip);
+  } else {
+    msgq_to_zmq(endpoints, ip);
+  }
+  return 0;
+}

iqpilot/cereal/messaging/messaging.h

@@ -0,0 +1,102 @@
+#pragma once
+
+#include <cstddef>
+#include <map>
+#include <string>
+#include <vector>
+#include <utility>
+
+#include <capnp/serialize.h>
+
+#include "cereal/gen/cpp/log.capnp.h"
+#include "common/timing.h"
+#include "msgq/ipc.h"
+
+class SubMaster {
+public:
+  SubMaster(const std::vector<const char *> &service_list, const std::vector<const char *> &poll = {},
+            const char *address = nullptr, const std::vector<const char *> &ignore_alive = {});
+  void update(int timeout = 1000);
+  void update_msgs(uint64_t current_time, const std::vector<std::pair<std::string, cereal::Event::Reader>> &messages);
+  inline bool allAlive(const std::vector<const char *> &service_list = {}) { return all_(service_list, false, true); }
+  inline bool allValid(const std::vector<const char *> &service_list = {}) { return all_(service_list, true, false); }
+  inline bool allAliveAndValid(const std::vector<const char *> &service_list = {}) { return all_(service_list, true, true); }
+  void drain();
+  ~SubMaster();
+
+  uint64_t frame = 0;
+  bool updated(const char *name) const;
+  bool alive(const char *name) const;
+  bool valid(const char *name) const;
+  uint64_t rcv_frame(const char *name) const;
+  uint64_t rcv_time(const char *name) const;
+  cereal::Event::Reader &operator[](const char *name) const;
+
+private:
+  bool all_(const std::vector<const char *> &service_list, bool valid, bool alive);
+  Poller *poller_ = nullptr;
+  struct SubMessage;
+  std::map<SubSocket *, SubMessage *> messages_;
+  std::map<std::string, SubMessage *> services_;
+};
+
+class MessageBuilder : public capnp::MallocMessageBuilder {
+public:
+  MessageBuilder() = default;
+
+  cereal::Event::Builder initEvent(bool valid = true) {
+    cereal::Event::Builder event = initRoot<cereal::Event>();
+    event.setLogMonoTime(nanos_since_boot());
+    event.setValid(valid);
+    return event;
+  }
+
+  kj::ArrayPtr<capnp::byte> toBytes() {
+    heapArray_ = capnp::messageToFlatArray(*this);
+    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_;
+};
+
+class PubMaster {
+public:
+  PubMaster(const std::vector<const char *> &service_list);
+  inline int send(const char *name, capnp::byte *data, size_t size) { return sockets_.at(name)->send((char *)data, size); }
+  int send(const char *name, MessageBuilder &msg);
+  ~PubMaster();
+
+private:
+  std::map<std::string, PubSocket *> sockets_;
+};
+
+class AlignedBuffer {
+public:
+  kj::ArrayPtr<const capnp::word> align(const char *data, const size_t size) {
+    words_size = size / sizeof(capnp::word) + 1;
+    if (aligned_buf.size() < words_size) {
+      aligned_buf = kj::heapArray<capnp::word>(words_size < 512 ? 512 : words_size);
+    }
+    memcpy(aligned_buf.begin(), data, size);
+    return aligned_buf.slice(0, words_size);
+  }
+  inline kj::ArrayPtr<const capnp::word> align(Message *m) {
+    return align(m->getData(), m->getSize());
+  }
+private:
+  kj::Array<capnp::word> aligned_buf;
+  size_t words_size;
+};

iqpilot/cereal/messaging/msgq_to_zmq.cc

@@ -0,0 +1,146 @@
+#include "cereal/messaging/msgq_to_zmq.h"
+
+#include <cassert>
+
+#include "cereal/services.h"
+#include "common/util.h"
+
+extern ExitHandler do_exit;
+
+// Max messages to process per socket per poll
+constexpr int MAX_MESSAGES_PER_SOCKET = 50;
+
+static std::string recv_zmq_msg(void *sock) {
+  zmq_msg_t msg;
+  zmq_msg_init(&msg);
+  std::string ret;
+  if (zmq_msg_recv(&msg, sock, 0) > 0) {
+    ret.assign((char *)zmq_msg_data(&msg), zmq_msg_size(&msg));
+  }
+  zmq_msg_close(&msg);
+  return ret;
+}
+
+void MsgqToZmq::run(const std::vector<std::string> &endpoints, const std::string &ip) {
+  zmq_context = std::make_unique<ZMQContext>();
+  msgq_context = std::make_unique<MSGQContext>();
+
+  // Create ZMQPubSockets for each endpoint
+  for (const auto &endpoint : endpoints) {
+    auto &socket_pair = socket_pairs.emplace_back();
+    socket_pair.endpoint = endpoint;
+    socket_pair.pub_sock = std::make_unique<ZMQPubSocket>();
+    int ret = socket_pair.pub_sock->connect(zmq_context.get(), endpoint);
+    if (ret != 0) {
+      printf("Failed to create ZMQ publisher for [%s]: %s\n", endpoint.c_str(), zmq_strerror(zmq_errno()));
+      return;
+    }
+  }
+
+  // Start ZMQ monitoring thread to monitor socket events
+  std::thread thread(&MsgqToZmq::zmqMonitorThread, this);
+
+  // Main loop for processing messages
+  while (!do_exit) {
+    {
+      std::unique_lock lk(mutex);
+      cv.wait(lk, [this]() { return do_exit || !sub2pub.empty(); });
+      if (do_exit) break;
+
+      for (auto sub_sock : msgq_poller->poll(100)) {
+        // Process messages for each socket
+        ZMQPubSocket *pub_sock = sub2pub.at(sub_sock);
+        for (int i = 0; i < MAX_MESSAGES_PER_SOCKET; ++i) {
+          auto msg = std::unique_ptr<Message>(sub_sock->receive(true));
+          if (!msg) break;
+
+          while (pub_sock->sendMessage(msg.get()) == -1) {
+            if (errno != EINTR) break;
+          }
+        }
+      }
+    }
+    util::sleep_for(1);  // Give zmqMonitorThread a chance to acquire the mutex
+  }
+
+  thread.join();
+}
+
+void MsgqToZmq::zmqMonitorThread() {
+  std::vector<zmq_pollitem_t> pollitems;
+
+  // Set up ZMQ monitor for each pub socket
+  for (int i = 0; i < socket_pairs.size(); ++i) {
+    std::string addr = "inproc://op-bridge-monitor-" + std::to_string(i);
+    zmq_socket_monitor(socket_pairs[i].pub_sock->sock, addr.c_str(), ZMQ_EVENT_ACCEPTED | ZMQ_EVENT_DISCONNECTED);
+
+    void *monitor_socket = zmq_socket(zmq_context->getRawContext(), ZMQ_PAIR);
+    zmq_connect(monitor_socket, addr.c_str());
+    pollitems.emplace_back(zmq_pollitem_t{.socket = monitor_socket, .events = ZMQ_POLLIN});
+  }
+
+  while (!do_exit) {
+    int ret = zmq_poll(pollitems.data(), pollitems.size(), 1000);
+    if (ret < 0) {
+      if (errno == EINTR) {
+        // Due to frequent EINTR signals from msgq, introduce a brief delay (200 ms)
+        // to reduce CPU usage during retry attempts.
+        util::sleep_for(200);
+      }
+      continue;
+    }
+
+    for (int i = 0; i < pollitems.size(); ++i) {
+      if (pollitems[i].revents & ZMQ_POLLIN) {
+        // First frame in message contains event number and value
+        std::string frame = recv_zmq_msg(pollitems[i].socket);
+        if (frame.empty()) continue;
+
+        uint16_t event_type = *(uint16_t *)(frame.data());
+
+        // Second frame in message contains event address
+        frame = recv_zmq_msg(pollitems[i].socket);
+        if (frame.empty()) continue;
+
+        std::unique_lock lk(mutex);
+        auto &pair = socket_pairs[i];
+        if (event_type & ZMQ_EVENT_ACCEPTED) {
+          printf("socket [%s] connected\n", pair.endpoint.c_str());
+          if (++pair.connected_clients == 1) {
+            // Create new MSGQ subscriber socket and map to ZMQ publisher
+            pair.sub_sock = std::make_unique<MSGQSubSocket>();
+            size_t queue_size = services.at(pair.endpoint).queue_size;
+            pair.sub_sock->connect(msgq_context.get(), pair.endpoint, "127.0.0.1", false, true, queue_size);
+            sub2pub[pair.sub_sock.get()] = pair.pub_sock.get();
+            registerSockets();
+          }
+        } else if (event_type & ZMQ_EVENT_DISCONNECTED) {
+          printf("socket [%s] disconnected\n", pair.endpoint.c_str());
+          if (pair.connected_clients == 0 || --pair.connected_clients == 0) {
+            // Remove MSGQ subscriber socket from mapping and reset it
+            sub2pub.erase(pair.sub_sock.get());
+            pair.sub_sock.reset(nullptr);
+            registerSockets();
+          }
+        }
+        cv.notify_one();
+      }
+    }
+  }
+
+  // Clean up monitor sockets
+  for (int i = 0; i < pollitems.size(); ++i) {
+    zmq_socket_monitor(socket_pairs[i].pub_sock->sock, nullptr, 0);
+    zmq_close(pollitems[i].socket);
+  }
+  cv.notify_one();
+}
+
+void MsgqToZmq::registerSockets() {
+  msgq_poller = std::make_unique<MSGQPoller>();
+  for (const auto &socket_pair : socket_pairs) {
+    if (socket_pair.sub_sock) {
+      msgq_poller->registerSocket(socket_pair.sub_sock.get());
+    }
+  }
+}

iqpilot/cereal/messaging/msgq_to_zmq.h

@@ -0,0 +1,37 @@
+#pragma once
+
+#include <condition_variable>
+#include <map>
+#include <memory>
+#include <mutex>
+#include <string>
+#include <vector>
+
+#define private public
+#include "msgq/impl_msgq.h"
+#include "msgq/impl_zmq.h"
+
+class MsgqToZmq {
+public:
+  MsgqToZmq() {}
+  void run(const std::vector<std::string> &endpoints, const std::string &ip);
+
+protected:
+  void registerSockets();
+  void zmqMonitorThread();
+
+  struct SocketPair {
+    std::string endpoint;
+    std::unique_ptr<ZMQPubSocket> pub_sock;
+    std::unique_ptr<MSGQSubSocket> sub_sock;
+    int connected_clients = 0;
+  };
+
+  std::unique_ptr<MSGQContext> msgq_context;
+  std::unique_ptr<ZMQContext> zmq_context;
+  std::mutex mutex;
+  std::condition_variable cv;
+  std::unique_ptr<MSGQPoller> msgq_poller;
+  std::map<SubSocket *, ZMQPubSocket *> sub2pub;
+  std::vector<SocketPair> socket_pairs;
+};

iqpilot/cereal/messaging/socketmaster.cc

@@ -0,0 +1,211 @@
+#include <assert.h>
+#include <stdio.h>
+#include <stdlib.h>
+#include <string>
+#include <mutex>
+
+#include "cereal/services.h"
+#include "cereal/messaging/messaging.h"
+
+const bool SIMULATION = (getenv("SIMULATION") != nullptr) && (std::string(getenv("SIMULATION")) == "1");
+
+static inline bool inList(const std::vector<const char *> &list, const char *value) {
+  for (auto &v : list) {
+    if (strcmp(value, v) == 0) return true;
+  }
+  return false;
+}
+
+class MessageContext {
+public:
+  MessageContext() : ctx_(nullptr) {}
+  ~MessageContext() { delete ctx_; }
+  inline Context *context() {
+    std::call_once(init_flag, [=]() { ctx_ = Context::create(); });
+    return ctx_;
+  }
+private:
+  Context *ctx_;
+  std::once_flag init_flag;
+};
+
+MessageContext message_context;
+
+struct SubMaster::SubMessage {
+  std::string name;
+  SubSocket *socket = nullptr;
+  float freq = 0.0f;
+  bool updated = false, alive = false, valid = false, ignore_alive;
+  uint64_t rcv_time = 0, rcv_frame = 0;
+  void *allocated_msg_reader = nullptr;
+  bool is_polled = false;
+  capnp::FlatArrayMessageReader *msg_reader = nullptr;
+  AlignedBuffer aligned_buf;
+  cereal::Event::Reader event;
+};
+
+SubMaster::SubMaster(const std::vector<const char *> &service_list, const std::vector<const char *> &poll,
+                     const char *address, const std::vector<const char *> &ignore_alive) {
+  poller_ = Poller::create();
+  for (auto name : service_list) {
+    if (services.count(std::string(name)) == 0) {
+      fprintf(stderr, "SubMaster: unknown service '%s', skipping subscription\n", name);
+      continue;
+    }
+
+    service serv = services.at(std::string(name));
+    SubSocket *socket = SubSocket::create(message_context.context(), name, address ? address : "127.0.0.1", true, true, serv.queue_size);
+    assert(socket != 0);
+    bool is_polled = inList(poll, name) || poll.empty();
+    if (is_polled) poller_->registerSocket(socket);
+    SubMessage *m = new SubMessage{
+      .name = name,
+      .socket = socket,
+      .freq = serv.frequency,
+      .ignore_alive = inList(ignore_alive, name),
+      .allocated_msg_reader = malloc(sizeof(capnp::FlatArrayMessageReader)),
+      .is_polled = is_polled};
+    m->msg_reader = new (m->allocated_msg_reader) capnp::FlatArrayMessageReader({});
+    messages_[socket] = m;
+    services_[name] = m;
+  }
+}
+
+void SubMaster::update(int timeout) {
+  for (auto &kv : messages_) kv.second->updated = false;
+
+  auto sockets = poller_->poll(timeout);
+
+  // add non-polled sockets for non-blocking receive
+  for (auto &kv : messages_) {
+    SubMessage *m = kv.second;
+    SubSocket *s = kv.first;
+    if (!m->is_polled) sockets.push_back(s);
+  }
+
+  uint64_t current_time = nanos_since_boot();
+
+  std::vector<std::pair<std::string, cereal::Event::Reader>> messages;
+
+  for (auto s : sockets) {
+    Message *msg = s->receive(true);
+    if (msg == nullptr) continue;
+
+    SubMessage *m = messages_.at(s);
+
+    m->msg_reader->~FlatArrayMessageReader();
+    capnp::ReaderOptions options;
+    options.traversalLimitInWords = kj::maxValue; // Don't limit
+    m->msg_reader = new (m->allocated_msg_reader) capnp::FlatArrayMessageReader(m->aligned_buf.align(msg), options);
+    delete msg;
+    messages.push_back({m->name, m->msg_reader->getRoot<cereal::Event>()});
+  }
+
+  update_msgs(current_time, messages);
+}
+
+void SubMaster::update_msgs(uint64_t current_time, const std::vector<std::pair<std::string, cereal::Event::Reader>> &messages){
+  if (++frame == UINT64_MAX) frame = 1;
+
+  for (auto &kv : messages) {
+    auto m_find = services_.find(kv.first);
+    if (m_find == services_.end()){
+      continue;
+    }
+    SubMessage *m = m_find->second;
+    m->event = kv.second;
+    m->updated = true;
+    m->rcv_time = current_time;
+    m->rcv_frame = frame;
+    m->valid = m->event.getValid();
+    if (SIMULATION) m->alive = true;
+  }
+
+  if (!SIMULATION) {
+    for (auto &kv : messages_) {
+      SubMessage *m = kv.second;
+      m->alive = (m->freq <= (1e-5) || ((current_time - m->rcv_time) * (1e-9)) < (10.0 / m->freq));
+    }
+  }
+}
+
+bool SubMaster::all_(const std::vector<const char *> &service_list, bool valid, bool alive) {
+  int found = 0;
+  for (auto &kv : messages_) {
+    SubMessage *m = kv.second;
+    if (service_list.size() == 0 || inList(service_list, m->name.c_str())) {
+      found += (!valid || m->valid) && (!alive || (m->alive || m->ignore_alive));
+    }
+  }
+  return service_list.size() == 0 ? found == messages_.size() : found == service_list.size();
+}
+
+void SubMaster::drain() {
+  while (true) {
+    auto polls = poller_->poll(0);
+    if (polls.size() == 0)
+      break;
+
+    for (auto sock : polls) {
+      Message *msg = sock->receive(true);
+      delete msg;
+    }
+  }
+}
+
+bool SubMaster::updated(const char *name) const {
+  return services_.at(name)->updated;
+}
+
+bool SubMaster::alive(const char *name) const {
+  return services_.at(name)->alive;
+}
+
+bool SubMaster::valid(const char *name) const {
+  return services_.at(name)->valid;
+}
+
+uint64_t SubMaster::rcv_frame(const char *name) const {
+  return services_.at(name)->rcv_frame;
+}
+
+uint64_t SubMaster::rcv_time(const char *name) const {
+  return services_.at(name)->rcv_time;
+}
+
+cereal::Event::Reader &SubMaster::operator[](const char *name) const {
+  return services_.at(name)->event;
+}
+
+SubMaster::~SubMaster() {
+  delete poller_;
+  for (auto &kv : messages_) {
+    SubMessage *m = kv.second;
+    m->msg_reader->~FlatArrayMessageReader();
+    free(m->allocated_msg_reader);
+    delete m->socket;
+    delete m;
+  }
+}
+
+PubMaster::PubMaster(const std::vector<const char *> &service_list) {
+  for (auto name : service_list) {
+    if (services.count(name) == 0) {
+      fprintf(stderr, "PubMaster: unknown service '%s', skipping publisher\n", name);
+      continue;
+    }
+    service serv = services.at(std::string(name));
+    PubSocket *socket = PubSocket::create(message_context.context(), name, true, serv.queue_size);
+    assert(socket);
+    sockets_[name] = socket;
+  }
+}
+
+int PubMaster::send(const char *name, MessageBuilder &msg) {
+  auto bytes = msg.toBytes();
+  return send(name, bytes.begin(), bytes.size());
+}
+
+PubMaster::~PubMaster() {
+  for (auto s : sockets_) delete s.second;
+}

iqpilot/cereal/messaging/tests/test_messaging.py

@@ -0,0 +1,186 @@
+import os
+import capnp
+import numbers
+import random
+import threading
+import time
+from parameterized import parameterized
+
+from iqpilot.cereal import log, car
+import iqpilot.cereal.messaging as messaging
+from iqpilot.cereal.services import SERVICE_LIST
+
+events = [evt for evt in log.Event.schema.union_fields if evt in SERVICE_LIST.keys()]
+
+def random_sock():
+  return random.choice(events)
+
+def random_socks(num_socks=10):
+  return list({random_sock() for _ in range(num_socks)})
+
+def random_bytes(length=1000):
+  return bytes([random.randrange(0xFF) for _ in range(length)])
+
+def zmq_sleep(t=1):
+  if "ZMQ" in os.environ:
+    time.sleep(t)
+
+
+# TODO: this should take any capnp struct and returrn a msg with random populated data
+def random_carstate():
+  fields = ["vEgo", "aEgo", "brake", "steeringAngleDeg"]
+  msg = messaging.new_message("carState")
+  cs = msg.carState
+  for f in fields:
+    setattr(cs, f, random.random() * 10)
+  return msg
+
+# TODO: this should compare any capnp structs
+def assert_carstate(cs1, cs2):
+  for f in car.CarState.schema.non_union_fields:
+    # TODO: check all types
+    val1, val2 = getattr(cs1, f), getattr(cs2, f)
+    if isinstance(val1, numbers.Number):
+      assert val1 == val2, f"{f}: sent '{val1}' vs recvd '{val2}'"
+
+def delayed_send(delay, sock, dat):
+  def send_func():
+    sock.send(dat)
+  threading.Timer(delay, send_func).start()
+
+
+class TestMessaging:
+  def setUp(self):
+    # TODO: ZMQ tests are too slow; all sleeps will need to be
+    # replaced with logic to block on the necessary condition
+    assert "ZMQ" not in os.environ
+
+    # ZMQ pub socket takes too long to die
+    # sleep to prevent multiple publishers error between tests
+    zmq_sleep()
+
+  @parameterized.expand(events)
+  def test_new_message(self, evt):
+    try:
+      msg = messaging.new_message(evt)
+    except capnp.lib.capnp.KjException:
+      msg = messaging.new_message(evt, random.randrange(200))
+    assert (time.monotonic() - msg.logMonoTime) < 0.1
+    assert not msg.valid
+    assert evt == msg.which()
+
+  @parameterized.expand(events)
+  def test_pub_sock(self, evt):
+    messaging.pub_sock(evt)
+
+  @parameterized.expand(events)
+  def test_sub_sock(self, evt):
+    messaging.sub_sock(evt)
+
+  @parameterized.expand([
+    (messaging.drain_sock, capnp._DynamicStructReader),
+    (messaging.drain_sock_raw, bytes),
+  ])
+  def test_drain_sock(self, func, expected_type):
+    sock = "carState"
+    pub_sock = messaging.pub_sock(sock)
+    sub_sock = messaging.sub_sock(sock, timeout=1000)
+    zmq_sleep()
+
+    # no wait and no msgs in queue
+    msgs = func(sub_sock)
+    assert isinstance(msgs, list)
+    assert len(msgs) == 0
+
+    # no wait but msgs are queued up
+    num_msgs = random.randrange(3, 10)
+    for _ in range(num_msgs):
+      pub_sock.send(messaging.new_message(sock).to_bytes())
+    time.sleep(0.1)
+    msgs = func(sub_sock)
+    assert isinstance(msgs, list)
+    assert all(isinstance(msg, expected_type) for msg in msgs)
+    assert len(msgs) == num_msgs
+
+  def test_recv_sock(self):
+    sock = "carState"
+    pub_sock = messaging.pub_sock(sock)
+    sub_sock = messaging.sub_sock(sock, timeout=100)
+    zmq_sleep()
+
+    # no wait and no msg in queue, socket should timeout
+    recvd = messaging.recv_sock(sub_sock)
+    assert recvd is None
+
+    # no wait and one msg in queue
+    msg = random_carstate()
+    pub_sock.send(msg.to_bytes())
+    time.sleep(0.01)
+    recvd = messaging.recv_sock(sub_sock)
+    assert isinstance(recvd, capnp._DynamicStructReader)
+    # https://github.com/python/mypy/issues/13038
+    assert_carstate(msg.carState, recvd.carState)
+
+  def test_recv_one(self):
+    sock = "carState"
+    pub_sock = messaging.pub_sock(sock)
+    sub_sock = messaging.sub_sock(sock, timeout=1000)
+    zmq_sleep()
+
+    # no msg in queue, socket should timeout
+    recvd = messaging.recv_one(sub_sock)
+    assert recvd is None
+
+    # one msg in queue
+    msg = random_carstate()
+    pub_sock.send(msg.to_bytes())
+    recvd = messaging.recv_one(sub_sock)
+    assert isinstance(recvd, capnp._DynamicStructReader)
+    assert_carstate(msg.carState, recvd.carState)
+
+  def test_recv_one_or_none(self):
+    sock = "carState"
+    pub_sock = messaging.pub_sock(sock)
+    sub_sock = messaging.sub_sock(sock)
+    zmq_sleep()
+
+    # no msg in queue, socket shouldn't block
+    recvd = messaging.recv_one_or_none(sub_sock)
+    assert recvd is None
+
+    # one msg in queue
+    msg = random_carstate()
+    pub_sock.send(msg.to_bytes())
+    recvd = messaging.recv_one_or_none(sub_sock)
+    assert isinstance(recvd, capnp._DynamicStructReader)
+    assert_carstate(msg.carState, recvd.carState)
+
+  def test_recv_one_retry(self):
+    sock = "carState"
+    sock_timeout = 0.1
+    pub_sock = messaging.pub_sock(sock)
+    sub_sock = messaging.sub_sock(sock, timeout=round(sock_timeout*1000))
+    zmq_sleep()
+
+    # this test doesn't work with ZMQ since multiprocessing interrupts it
+    if "ZMQ" not in os.environ:
+      # wait 5 socket timeouts and make sure it's still retrying
+      result = []
+      thread = threading.Thread(target=lambda: result.append(messaging.recv_one_retry(sub_sock)))
+      thread.start()
+      time.sleep(sock_timeout*5)
+      assert thread.is_alive()
+      msg = random_carstate()
+      pub_sock.send(msg.to_bytes())
+      thread.join(timeout=1)
+      assert not thread.is_alive()
+      assert_carstate(msg.carState, result[0].carState)
+
+    # wait 5 socket timeouts before sending
+    msg = random_carstate()
+    start_time = time.monotonic()
+    delayed_send(sock_timeout*5, pub_sock, msg.to_bytes())
+    recvd = messaging.recv_one_retry(sub_sock)
+    assert (time.monotonic() - start_time) >= sock_timeout*5
+    assert isinstance(recvd, capnp._DynamicStructReader)
+    assert_carstate(msg.carState, recvd.carState)

iqpilot/cereal/messaging/tests/test_pub_sub_master.py

@@ -0,0 +1,161 @@
+import random
+import time
+from typing import Sized, cast
+
+import iqpilot.cereal.messaging as messaging
+from iqpilot.cereal.messaging.tests.test_messaging import events, random_sock, random_socks, \
+                                                  random_bytes, random_carstate, assert_carstate, \
+                                                  zmq_sleep
+from iqpilot.cereal.services import SERVICE_LIST
+from iqpilot.common.timeout import Timeout
+
+
+class TestSubMaster:
+
+  def setup_method(self):
+    # ZMQ pub socket takes too long to die
+    # sleep to prevent multiple publishers error between tests
+    zmq_sleep(3)
+
+  def test_init(self):
+    sm = messaging.SubMaster(events)
+    for p in [sm.updated, sm.recv_time, sm.recv_frame, sm.alive,
+              sm.sock, sm.data, sm.logMonoTime, sm.valid]:
+      assert len(cast(Sized, p)) == len(events)
+
+  def test_init_state(self):
+    socks = random_socks()
+    sm = messaging.SubMaster(socks)
+    assert sm.frame == -1
+    assert not any(sm.updated.values())
+    assert not any(sm.seen.values())
+    on_demand = {s: SERVICE_LIST[s].frequency <= 1e-5 for s in sm.services}
+    assert all(sm.alive[s] == sm.valid[s] == sm.freq_ok[s] == on_demand[s] for s in sm.services)
+    assert all(t == 0. for t in sm.recv_time.values())
+    assert all(f == 0 for f in sm.recv_frame.values())
+    assert all(t == 0 for t in sm.logMonoTime.values())
+
+    for p in [sm.updated, sm.recv_time, sm.recv_frame, sm.alive,
+              sm.sock, sm.data, sm.logMonoTime, sm.valid]:
+      assert len(cast(Sized, p)) == len(socks)
+
+  def test_getitem(self):
+    sock = "carState"
+    pub_sock = messaging.pub_sock(sock)
+    sm = messaging.SubMaster([sock,])
+    zmq_sleep()
+
+    msg = random_carstate()
+    pub_sock.send(msg.to_bytes())
+    sm.update(1000)
+    assert_carstate(msg.carState, sm[sock])
+
+  # TODO: break this test up to individually test SubMaster.update and SubMaster.update_msgs
+  def test_update(self):
+    sock = "carState"
+    pub_sock = messaging.pub_sock(sock)
+    sm = messaging.SubMaster([sock,])
+    zmq_sleep()
+
+    for i in range(10):
+      msg = messaging.new_message(sock)
+      pub_sock.send(msg.to_bytes())
+      sm.update(1000)
+      assert sm.frame == i
+      assert all(sm.updated.values())
+
+  def test_update_timeout(self):
+    sock = random_sock()
+    sm = messaging.SubMaster([sock,])
+    timeout = 100
+    start_time = time.monotonic()
+    with Timeout(2):
+      sm.update(timeout)
+    t = time.monotonic() - start_time
+    assert t >= timeout/1000.
+    assert not any(sm.updated.values())
+
+  def test_avg_frequency_checks(self):
+    for poll in (True, False):
+      sm = messaging.SubMaster(["modelV2", "carParams", "carState", "cameraOdometry", "extrinsicsCalibration"],
+                               poll=("modelV2" if poll else None),
+                               frequency=(20. if not poll else None))
+
+      checks = {
+        "carState": (20, 20),
+        "modelV2": (20, 20 if poll else 10),
+        "cameraOdometry": (20, 10),
+        "extrinsicsCalibration": (4, 4),
+        "carParams": (None, None),
+        "userBookmark": (None, None),
+      }
+
+      for service, (max_freq, min_freq) in checks.items():
+        if max_freq is not None:
+          assert sm._check_avg_freq(service)
+          assert sm.freq_tracker[service].max_freq == max_freq*1.2
+          assert sm.freq_tracker[service].min_freq == min_freq*0.8
+        else:
+          assert not sm._check_avg_freq(service)
+
+  def test_alive(self):
+    pass
+
+  def test_ignore_alive(self):
+    pass
+
+  def test_valid(self):
+    pass
+
+  # SubMaster should always conflate
+  def test_conflate(self):
+    sock = "carState"
+    pub_sock = messaging.pub_sock(sock)
+    sm = messaging.SubMaster([sock,])
+
+    n = 10
+    for i in range(n+1):
+      msg = messaging.new_message(sock)
+      msg.carState.vEgo = i
+      pub_sock.send(msg.to_bytes())
+      time.sleep(0.01)
+    sm.update(1000)
+    assert sm[sock].vEgo == n
+
+
+class TestPubMaster:
+
+  def setup_method(self):
+    # ZMQ pub socket takes too long to die
+    # sleep to prevent multiple publishers error between tests
+    zmq_sleep(3)
+
+  def test_init(self):
+    messaging.PubMaster(events)
+
+  def test_send(self):
+    socks = random_socks()
+    pm = messaging.PubMaster(socks)
+    sub_socks = {s: messaging.sub_sock(s, conflate=True, timeout=1000) for s in socks}
+    zmq_sleep()
+
+    # PubMaster accepts either a capnp msg builder or bytes
+    for capnp in [True, False]:
+      for i in range(100):
+        sock = socks[i % len(socks)]
+
+        if capnp:
+          try:
+            msg = messaging.new_message(sock)
+          except Exception:
+            msg = messaging.new_message(sock, random.randrange(50))
+        else:
+          msg = random_bytes()
+
+        pm.send(sock, msg)
+        recvd = sub_socks[sock].receive()
+
+        if capnp:
+          msg.clear_write_flag()
+          msg = msg.to_bytes()
+        assert msg == recvd, i

iqpilot/cereal/messaging/tests/test_services.py

@@ -0,0 +1,27 @@
+import os
+import tempfile
+from typing import Dict
+from parameterized import parameterized
+
+from iqpilot.cereal import log
+import iqpilot.cereal.services as services
+from iqpilot.cereal.services import SERVICE_LIST
+
+
+class TestServices:
+
+  @parameterized.expand(SERVICE_LIST.keys())
+  def test_services(self, s):
+    service = SERVICE_LIST[s]
+    assert service.frequency <= 104
+    assert service.decimation != 0
+
+  def test_generated_header(self):
+    with tempfile.NamedTemporaryFile(suffix=".h") as f:
+      ret = os.system(f"python3 {services.__file__} > {f.name} && clang++ {f.name} -std=c++11")
+      assert ret == 0, "generated services header is not valid C"
+
+  def test_all_services_exist_in_log_union(self):
+    event_fields = set(log.Event.schema.union_fields)
+    missing = sorted(s for s in SERVICE_LIST if s not in event_fields)
+    assert not missing, f"services missing from log.capnp Event union: {missing}"

iqpilot/cereal/messaging/tests/validate_sp_cereal_upstream.py

@@ -0,0 +1,222 @@
+#!/usr/bin/env python3
+import argparse
+import sys
+from typing import Any, List, Tuple
+
+DEBUG = False
+
+
+def print_debug(string: str) -> None:
+  if DEBUG:
+    print(string)
+
+
+def create_schema_instance(struct: Any, prop: Tuple[str, Any]) -> Any:
+  """
+  Create a new instance of a schema type, handling different field types.
+
+  Args:
+      struct: The Cap'n Proto schema structure
+      prop: A tuple containing the field name and field metadata
+
+  Returns:
+      A new initialized schema instance
+  """
+  struct_instance = struct.new_message()
+  field_name, field_metadata = prop
+
+  try:
+    field_type = field_metadata.proto.slot.type.which()
+
+    # Initialize different types of fields
+    if field_type in ('list', 'text', 'data'):
+      struct_instance.init(field_name, 1)
+      print_debug(f"Initialized list/text/data field: {field_name}")
+    elif field_type in ('struct', 'object'):
+      struct_instance.init(field_name)
+      print_debug(f"Initialized struct/object field: {field_name}")
+
+    return struct_instance
+
+  except Exception as e:
+    print(f"Error creating instance for {field_name}: {e}")
+    return None
+
+
+def get_schema_fields(schema_struct: Any) -> List[Tuple[str, Any]]:
+  """
+  Retrieve all fields from a given schema structure.
+
+  Args:
+      schema_struct: The Cap'n Proto schema structure
+
+  Returns:
+      A list of field names and their metadata
+  """
+  try:
+    # Get all fields from the schema
+    schema_fields = list(schema_struct.schema.fields.items())
+
+    print_debug("Discovered schema fields:")
+    for field_name, field_metadata in schema_fields:
+      print_debug(f"- {field_name}")
+
+    return schema_fields
+
+  except Exception as e:
+    print(f"Error retrieving schema fields: {e}")
+    return []
+
+
+def generate_schema_instances(schema_struct: Any) -> List[Any]:
+  """
+  Generate instances for all fields in a given schema.
+
+  Args:
+      schema_struct: The Cap'n Proto schema structure
+
+  Returns:
+      A list of schema instances
+  """
+  schema_fields = get_schema_fields(schema_struct)
+  instances = []
+
+  for field_prop in schema_fields:
+    try:
+      instance = create_schema_instance(schema_struct, field_prop)
+      if instance is not None:
+        instances.append(instance)
+    except Exception as e:
+      print(f"Skipping field due to error: {e}")
+
+  print(f"Generated {len(instances)} schema instances")
+  return instances
+
+
+def persist_instances(instances: List[Any], filename: str) -> None:
+  """
+  Write schema instances to a binary file.
+
+  Args:
+      instances: List of schema instances
+      filename: Output file path
+  """
+  try:
+    with open(filename, 'wb') as f:
+      for instance in instances:
+        f.write(instance.to_bytes())
+
+    print(f"Successfully wrote {len(instances)} instances to {filename}")
+
+  except Exception as e:
+    print(f"Error persisting instances: {e}")
+    sys.exit(1)
+
+
+def read_instances(filename: str, schema_type: Any) -> List[Any]:
+  """
+  Read schema instances from a binary file.
+
+  Args:
+      filename: Input file path
+      schema_type: The schema type to use for reading
+
+  Returns:
+      A list of read schema instances
+  """
+  try:
+    with open(filename, 'rb') as f:
+      data = f.read()
+
+    instances = list(schema_type.read_multiple_bytes(data))
+
+    print(f"Read {len(instances)} instances from {filename}")
+    return instances
+
+  except Exception as e:
+    print(f"Error reading instances: {e}")
+    sys.exit(1)
+
+
+def compare_schemas(original_instances: List[Any], read_instances: List[Any]) -> bool:
+  """
+  Compare original and read-back instances to detect potential breaking changes.
+
+  Args:
+      original_instances: List of originally generated instances
+      read_instances: List of instances read back from file
+
+  Returns:
+      Boolean indicating whether schemas appear compatible
+  """
+  if len(original_instances) != len(read_instances):
+    print("❌ Schema Compatibility Warning: Instance count mismatch")
+    return False
+
+  compatible = True
+  for struct in read_instances:
+    try:
+      getattr(struct, struct.which())  # Attempting to access the field to validate readability
+    except Exception as e:
+      print(f"❌ Structural change detected: {struct.which()} is not readable.\nFull error: {e}")
+      compatible = False
+
+  return compatible
+
+
+def main():
+  """
+  CLI entry point for schema compatibility testing.
+  """
+  # Setup argument parser
+  parser = argparse.ArgumentParser(
+    description='Cap\'n Proto Schema Compatibility Testing Tool',
+    epilog='Test schema compatibility by generating and reading back instances.'
+  )
+
+  # Add mutually exclusive group for generation or reading mode
+  mode_group = parser.add_mutually_exclusive_group(required=True)
+  mode_group.add_argument('-g', '--generate', action='store_true',
+                          help='Generate schema instances')
+  mode_group.add_argument('-r', '--read', action='store_true',
+                          help='Read and validate schema instances')
+
+  # Common arguments
+  parser.add_argument('-f', '--file',
+                      default='schema_instances.bin',
+                      help='Output/input binary file (default: schema_instances.bin)')
+
+  # Parse arguments
+  args = parser.parse_args()
+
+  # Import the schema dynamically 
+  try:
+    from iqpilot.cereal import log
+    schema_type = log.Event
+  except ImportError:
+    print("Error: Unable to import schema. Ensure 'cereal' is installed.")
+    sys.exit(1)
+
+  # Execute based on mode
+  if args.generate:
+    print("🔧 Generating Schema Instances")
+    instances = generate_schema_instances(schema_type)
+    persist_instances(instances, args.file)
+    print("✅ Instance generation complete")
+
+  elif args.read:
+    print("🔍 Reading and Validating Schema Instances")
+    generated_instances = generate_schema_instances(schema_type)
+    read_back_instances = read_instances(args.file, schema_type)
+
+    # Compare schemas
+    if compare_schemas(generated_instances, read_back_instances):
+      print("✅ Schema Compatibility: No breaking changes detected")
+      sys.exit(0)
+    else:
+      print("❌ Potential Schema Breaking Changes Detected")
+      sys.exit(1)
+
+
+if __name__ == "__main__":
+  main()

iqpilot/cereal/services.py

@@ -0,0 +1,159 @@
+#!/usr/bin/env python3
+from enum import IntEnum
+from typing import Optional
+
+
+# TODO: this should be automatically determined using the capnp schema
+class QueueSize(IntEnum):
+  BIG = 10 * 1024 * 1024      # 10MB - video frames, large AI outputs
+  MEDIUM = 2 * 1024 * 1024    # 2MB - high freq (CAN), livestream
+  SMALL = 250 * 1024          # 250KB - most services
+
+
+class Service:
+  def __init__(self, should_log: bool, frequency: float, decimation: Optional[int] = None,
+               queue_size: QueueSize = QueueSize.SMALL):
+    self.should_log = should_log
+    self.frequency = frequency
+    self.decimation = decimation
+    self.queue_size = queue_size
+
+
+_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),
+  "accelerometer": (True, 104., 104),
+  "magnetometer": (True, 25.),
+  "lightSensor": (True, 100., 100),
+  "temperatureSensor": (True, 2., 200),
+  "gpsNMEA": (True, 9.),
+  "deviceState": (True, 2., 1),
+  "touch": (True, 20., 1),
+  "can": (True, 100., 2053, QueueSize.BIG),  # decimation gives ~3 msgs in a full segment
+  "controlsState": (True, 100., 10, QueueSize.MEDIUM),
+  "selfdriveState": (True, 100., 10),
+  "pandaStates": (True, 10., 1),
+  "peripheralState": (True, 2., 1),
+  "radarState": (True, 20., 5),
+  "roadEncodeIdx": (False, 20., 1),
+  "radarTracks": (True, 20.),
+  "sendcan": (True, 100., 139, QueueSize.MEDIUM),
+  "logMessage": (True, 0., None, QueueSize.MEDIUM),
+  "errorLogMessage": (True, 0., 1, QueueSize.MEDIUM),
+  "extrinsicsCalibration": (True, 4., 4),
+  "lateralTorqueParameters": (True, 4., 1),
+  "lateralDelay": (True, 4., 1),
+  "androidLog": (True, 0.),
+  "carState": (True, 100., 10),
+  "carControl": (True, 100., 10),
+  "carOutput": (True, 100., 10),
+  "longitudinalPlan": (True, 20., 10),
+  "lateralManeuverPlan": (True, 20.),
+  "driverAssistance": (True, 20., 20),
+  "procLog": (True, 0.5, 15, QueueSize.MEDIUM),
+  "gpsLocationExternal": (True, 10., 10),
+  "gpsLocation": (True, 1., 1),
+  "ubloxGnss": (True, 10.),
+  "qcomGnss": (True, 2.),
+  "gnssMeasurements": (True, 10., 10),
+  "clocks": (True, 0.1, 1),
+  "ubloxRaw": (True, 20.),
+  "deviceMotion": (True, 20., 4),
+  "vehicleParameters": (True, 20., 5),
+  "cameraOdometry": (True, 20., 10),
+  "thumbnail": (True, 1 / 60., 1),
+  "onroadEvents": (True, 1., 1),
+  "carParams": (True, 0.02, 1),
+  "roadCameraState": (True, 20., 20),
+  "driverCameraState": (True, 20., 20),
+  "driverEncodeIdx": (False, 20., 1),
+  "driverStateV2": (True, 20., 10),
+  "driverMonitoringState": (True, 20., 10),
+  "wideRoadEncodeIdx": (False, 20., 1),
+  "wideRoadCameraState": (True, 20., 20),
+  "drivingModelData": (True, 20., 10),
+  "modelV2": (True, 20., None, QueueSize.MEDIUM),
+  "managerState": (True, 2., 1),
+  "uploaderState": (True, 0., 1),
+  "navInstruction": (True, 1., 10),
+  "navRoute": (True, 0.),
+  "navThumbnail": (True, 0.),
+  "qRoadEncodeIdx": (False, 20.),
+  "userBookmark": (True, 0., 1),
+  "soundPressure": (True, 10., 10),
+  "rawAudioData": (False, 20.),
+  "webrtcAudioData": (False, 50.),
+  "bookmarkButton": (True, 0., 1),
+  "audioFeedback": (True, 0., 1),
+  "roadEncodeData": (False, 20., None, QueueSize.BIG),
+  "driverEncodeData": (False, 20., None, QueueSize.BIG),
+  "wideRoadEncodeData": (False, 20., None, QueueSize.BIG),
+  "qRoadEncodeData": (False, 20., None, QueueSize.BIG),
+
+  # iqpilot
+  "iqModelManager": (False, 1., 1, QueueSize.MEDIUM),
+  "backupManagerK3": (False, 1., 1),
+  "iqCarParams": (True, 0.02, 1),
+  "iqCarControl": (True, 100., 10),
+  "iqCarState": (True, 100., 10),
+  "iqLiveData": (True, 1., 1),
+  "iqConstructionZone": (True, 2., 2),
+  "iqVehicleTracks": (True, 4., 4),
+  "iqEnvironment": (True, 4., 4),
+  "mapdOut": (True, 20., 20, QueueSize.MEDIUM),
+  "mapdExtendedOut": (False, 1., -1, QueueSize.MEDIUM),
+  "mapdIn": (False, 1., -1, QueueSize.MEDIUM),
+  "iqNavState": (True, 5., 10),
+  "iqRoadIncidentFeed": (True, 0.2, 1),
+  "iqNavRenderState": (True, 5., 10, QueueSize.MEDIUM),
+  "iqState": (True, 100., 10),
+  "iqPlan": (True, 20., 10),
+  "iqOnroadEvents": (True, 1., 1),
+  "iqDriveModelData": (True, 20., None, QueueSize.MEDIUM),
+  "iqLiveLocation": (True, 20.),
+  "liveLocationKalman": (True, 20.),
+  "iqPerfTrace": (True, 0., 1, QueueSize.SMALL),
+
+  # debug
+  "uiDebug": (True, 0., 1),
+  "testJoystick": (True, 0.),
+  "alertDebug": (True, 20., 5),
+  "livestreamWideRoadEncodeIdx": (False, 20.),
+  "livestreamRoadEncodeIdx": (False, 20.),
+  "livestreamDriverEncodeIdx": (False, 20.),
+  "livestreamWideRoadEncodeData": (False, 20., None, QueueSize.MEDIUM),
+  "livestreamRoadEncodeData": (False, 20., None, QueueSize.MEDIUM),
+  "livestreamDriverEncodeData": (False, 20., None, QueueSize.MEDIUM),
+  "customReservedRawData0": (True, 0.),
+  "customReservedRawData1": (True, 0.),
+  "customReservedRawData2": (True, 0.),
+}
+SERVICE_LIST = {name: Service(*vals) for
+                idx, (name, vals) in enumerate(_services.items())}
+
+
+def build_header():
+  h = ""
+  h += "/* THIS IS AN AUTOGENERATED FILE, PLEASE EDIT services.py */\n"
+  h += "#ifndef __SERVICES_H\n"
+  h += "#define __SERVICES_H\n"
+
+  h += "#include <map>\n"
+  h += "#include <string>\n"
+
+  h += "struct service { std::string name; bool should_log; float frequency; int decimation; size_t queue_size; };\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", {"%s", %s, %f, %d, %d}},\n' % \
+         (k, k, should_log, v.frequency, decimation, v.queue_size)
+  h += "};\n"
+
+  h += "#endif\n"
+  return h
+
+
+if __name__ == "__main__":
+  print(build_header())

iqpilot/cereal/visionipc.py

@@ -0,0 +1,8 @@
+from enum import IntEnum
+
+
+class VisionStreamType(IntEnum):
+  VISION_STREAM_ROAD = 0
+  VISION_STREAM_DRIVER = 1
+  VISION_STREAM_WIDE_ROAD = 2
+  VISION_STREAM_MAP = 3

iqpilot/cereal/visionstream.h

@@ -0,0 +1,10 @@
+#pragma once
+
+#include "msgq/visionipc/visionbuf.h"
+
+enum VisionStreamValues : VisionStreamType {
+  VISION_STREAM_ROAD = 0,
+  VISION_STREAM_DRIVER = 1,
+  VISION_STREAM_WIDE_ROAD = 2,
+  VISION_STREAM_MAP = 3,
+};

iqpilot/common/.gitignore

@@ -0,0 +1 @@
+*.cpp

iqpilot/common/SConscript

@@ -0,0 +1,26 @@
+Import('env', 'envCython', 'arch')
+
+common_libs = [
+  'params.cc',
+  'swaglog.cc',
+  'util.cc',
+  'ratekeeper.cc',
+  'clutil.cc',
+  'yuv.cc',
+]
+
+_common = env.Library('common', common_libs, LIBS="json11")
+Export('_common')
+
+if GetOption('extras'):
+  env.Program('tests/test_common',
+              ['tests/test_runner.cc', 'tests/test_params.cc', 'tests/test_util.cc', 'tests/test_swaglog.cc'],
+              LIBS=[_common, 'json11', 'zmq', 'pthread'])
+
+# Cython bindings
+params_python = envCython.Program('params_pyx.so', 'params_pyx.pyx', LIBS=envCython['LIBS'] + [_common, 'zmq', 'json11'])
+Depends(params_python, ['params_keys.h', _common])
+
+common_python = [params_python]
+
+Export('common_python')

iqpilot/common/api/__init__.py

@@ -0,0 +1,26 @@
+import iqpilot.common.api.comma_connect
+
+
+class Api:
+  def __init__(self, dongle_id):
+    self.service = iqpilot.common.api.comma_connect.CommaConnectApi(dongle_id)
+
+  def request(self, method, endpoint, **params):
+    return self.service.request(method, endpoint, **params)
+
+  def get(self, *args, **kwargs):
+    return self.service.get(*args, **kwargs)
+
+  def post(self, *args, **kwargs):
+    return self.service.post(*args, **kwargs)
+
+  def get_token(self, payload_extra=None, expiry_hours=1):
+    return self.service.get_token(payload_extra, expiry_hours)
+
+
+def api_get(endpoint, method='GET', timeout=None, access_token=None, session=None, **params):
+  return iqpilot.common.api.comma_connect.CommaConnectApi(None).api_get(endpoint, method, timeout, access_token, session, **params)
+
+
+def get_key_pair() -> tuple[str, str, str] | tuple[None, None, None]:
+  return iqpilot.common.api.comma_connect.CommaConnectApi(None).get_key_pair()

iqpilot/common/api/base.py

@@ -0,0 +1,84 @@
+import jwt
+import os
+import requests
+import unicodedata
+from datetime import datetime, timedelta, UTC
+from functools import lru_cache
+from iqpilot.system.hardware.hw import Paths
+from iqpilot.system.version import get_version
+
+# name: jwt signature algorithm
+KEYS = {"id_rsa": "RS256",
+        "id_ecdsa": "ES256"}
+
+
+@lru_cache(maxsize=4)
+def load_signing_key(private_key: str):
+  # PyJWT re-parses a PEM string on every encode; an RSA parse is ~40ms, so cache the key object
+  try:
+    from cryptography.hazmat.primitives.serialization import load_pem_private_key
+    return load_pem_private_key(private_key.encode(), password=None)
+  except Exception:
+    return private_key
+
+
+class BaseApi:
+  def __init__(self, dongle_id, api_host, user_agent="openpilot-"):
+    self.dongle_id = dongle_id
+    self.api_host = api_host
+    self.user_agent = user_agent
+    self.jwt_algorithm, self.private_key, _ = self.get_key_pair()
+
+  def get(self, *args, **kwargs):
+    return self.request('GET', *args, **kwargs)
+
+  def post(self, *args, **kwargs):
+    return self.request('POST', *args, **kwargs)
+
+  def request(self, method, endpoint, timeout=None, access_token=None, **params):
+    return self.api_get(endpoint, method=method, timeout=timeout, access_token=access_token, **params)
+
+  def _get_token(self, payload_extra=None, expiry_hours=1, **extra_payload):
+    now = datetime.now(UTC).replace(tzinfo=None)
+    payload = {
+      'identity': self.dongle_id,
+      'nbf': now,
+      'iat': now,
+      'exp': now + timedelta(hours=expiry_hours),
+      **extra_payload
+    }
+    if payload_extra is not None:
+      payload.update(payload_extra)
+    key = load_signing_key(self.private_key) if self.private_key else self.private_key
+    token = jwt.encode(payload, key, algorithm=self.jwt_algorithm)
+    if isinstance(token, bytes):
+      token = token.decode('utf8')
+    return token
+
+  def get_token(self, payload_extra=None, expiry_hours=1):
+    return self._get_token(payload_extra, expiry_hours)
+
+  def remove_non_ascii_chars(self, text):
+    normalized_text = unicodedata.normalize('NFD', text)
+    ascii_encoded_text = normalized_text.encode('ascii', 'ignore')
+    return ascii_encoded_text.decode()
+
+  def api_get(self, endpoint, method='GET', timeout=None, access_token=None, session=None, json=None, **params):
+    headers = {}
+    if access_token is not None:
+      headers['Authorization'] = "JWT " + access_token
+
+    version = self.remove_non_ascii_chars(get_version())
+    headers['User-Agent'] = self.user_agent + version
+
+    # TODO: add session to Api
+    req = requests if session is None else session
+    return req.request(method, f"{self.api_host}/{endpoint}", timeout=timeout, headers=headers, json=json, params=params)
+
+  @staticmethod
+  def get_key_pair() -> tuple[str, str, str] | tuple[None, None, None]:
+    for key in KEYS:
+      if os.path.isfile(Paths.persist_root() + f'/comma/{key}') and os.path.isfile(Paths.persist_root() + f'/comma/{key}.pub'):
+        with open(Paths.persist_root() + f'/comma/{key}') as private, open(Paths.persist_root() + f'/comma/{key}.pub') as public:
+          return KEYS[key], private.read(), public.read()
+    return None, None, None

iqpilot/common/api/comma_connect.py

@@ -0,0 +1,11 @@
+import os
+
+from iqpilot.common.api.base import BaseApi
+
+API_HOST = os.getenv('API_HOST', 'https://api-iqlabs.konn3kt.com')
+
+
+class CommaConnectApi(BaseApi):
+  def __init__(self, dongle_id):
+    super().__init__(dongle_id, API_HOST)
+    self.user_agent = "openpilot-"

iqpilot/common/atlas_alerts.py

@@ -0,0 +1,281 @@
+from __future__ import annotations
+
+from abc import ABC, abstractmethod
+from bisect import insort
+from collections.abc import Callable, Iterable
+from dataclasses import dataclass, field
+from enum import IntEnum
+
+import iqpilot.cereal.messaging as messaging
+from iqpilot.cereal import car, log
+from iqpilot.common.realtime import DT_CTRL
+from iqpilot.system.hardware import HARDWARE
+
+AlertSize = log.SelfdriveState.AlertSize
+AlertStatus = log.SelfdriveState.AlertStatus
+VisualAlert = car.CarControl.HUDControl.VisualAlert
+AudibleAlert = car.CarControl.HUDControl.AudibleAlert
+
+
+def _frames_for(seconds: float) -> int:
+  return int(seconds / DT_CTRL)
+
+
+class Tier(IntEnum):
+  LOWEST = 0
+  LOWER = 1
+  LOW = 2
+  MID = 3
+  HIGH = 4
+  HIGHEST = 5
+
+
+class Tags:
+  ENABLE = "enable"
+  PRE_ENABLE = "preEnable"
+  OVERRIDE_LATERAL = "overrideLateral"
+  OVERRIDE_LONGITUDINAL = "overrideLongitudinal"
+  NO_ENTRY = "noEntry"
+  WARNING = "warning"
+  USER_DISABLE = "userDisable"
+  SOFT_DISABLE = "softDisable"
+  IMMEDIATE_DISABLE = "immediateDisable"
+  PERMANENT = "permanent"
+
+
+@dataclass(slots=True)
+class AlertCard:
+  alert_text_1: str
+  alert_text_2: str
+  alert_status: log.SelfdriveState.AlertStatus
+  alert_size: log.SelfdriveState.AlertSize
+  priority: Tier
+  visual_alert: car.CarControl.HUDControl.VisualAlert
+  audible_alert: car.CarControl.HUDControl.AudibleAlert
+  duration: int
+  creation_delay: float = 0.0
+  alert_type: str = field(default="", init=False)
+  event_type: str | None = field(default=None, init=False)
+
+  def __init__(self,
+               alert_text_1: str,
+               alert_text_2: str,
+               alert_status: log.SelfdriveState.AlertStatus,
+               alert_size: log.SelfdriveState.AlertSize,
+               priority: Tier,
+               visual_alert: car.CarControl.HUDControl.VisualAlert,
+               audible_alert: car.CarControl.HUDControl.AudibleAlert,
+               duration: float,
+               creation_delay: float = 0.0):
+    self.alert_text_1 = alert_text_1
+    self.alert_text_2 = alert_text_2
+    self.alert_status = alert_status
+    self.alert_size = alert_size
+    self.priority = priority
+    self.visual_alert = visual_alert
+    self.audible_alert = audible_alert
+    self.duration = _frames_for(duration)
+    self.creation_delay = creation_delay
+    self.alert_type = ""
+    self.event_type = None
+
+  def __str__(self) -> str:
+    return f"{self.alert_text_1}/{self.alert_text_2} {self.priority} {self.visual_alert} {self.audible_alert}"
+
+
+AlertFactory = Callable[[car.CarParams, car.CarState, messaging.SubMaster, bool, int, log.ControlsState], AlertCard]
+
+
+def car_mode_entry_alert(CP: car.CarParams, CS: car.CarState, sm: messaging.SubMaster, metric: bool, soft_disable_time: int, personality) -> AlertCard:
+  del CS, sm, metric, soft_disable_time, personality
+  headline = "Enable Adaptive Cruise to Engage"
+  if CP.brand == "honda":
+    headline = "Enable Main Switch to Engage"
+  return NoEntryCard(headline)
+
+
+class EventBook(ABC):
+  def __init__(self):
+    self._live_names: list[int] = []
+    self._latched_names: list[int] = []
+    self.event_counters: dict[int, int] = {}
+
+  @property
+  def events(self) -> list[int]:
+    return self._live_names
+
+  @events.setter
+  def events(self, values: list[int]) -> None:
+    self._live_names = values
+
+  @property
+  def static_events(self) -> list[int]:
+    return self._latched_names
+
+  @static_events.setter
+  def static_events(self, values: list[int]) -> None:
+    self._latched_names = values
+
+  @property
+  def names(self) -> list[int]:
+    return list(self._live_names)
+
+  def __len__(self) -> int:
+    return len(self._live_names)
+
+  def add(self, event_name: int, static: bool = False) -> None:
+    if static:
+      insort(self._latched_names, event_name)
+    insort(self._live_names, event_name)
+
+  def clear(self) -> None:
+    refreshed: dict[int, int] = {}
+    for event_name, frames_seen in self.event_counters.items():
+      refreshed[event_name] = frames_seen + 1 if event_name in self._live_names else 0
+    self.event_counters = refreshed
+    self._live_names = list(self._latched_names)
+
+  def contains(self, event_type: str) -> bool:
+    board = self.get_events_mapping()
+    return any(event_type in board.get(event_name, {}) for event_name in self._live_names)
+
+  def has(self, event_name: int) -> bool:
+    return event_name in self._live_names
+
+  def contains_in_list(self, events_list: list[int]) -> bool:
+    return any(event_name in self._live_names for event_name in events_list)
+
+  def remove(self, event_name: int, static: bool = False) -> None:
+    if static and event_name in self._latched_names:
+      self._latched_names.remove(event_name)
+
+    if event_name in self._live_names:
+      self.event_counters[event_name] = self.event_counters.get(event_name, 0) + 1
+      self._live_names.remove(event_name)
+
+  def add_from_msg(self, events: Iterable) -> None:
+    for event in events:
+      insort(self._live_names, event.name.raw)
+
+  def to_msg(self):
+    board = self.get_events_mapping()
+    outbound = []
+    for event_name in self._live_names:
+      msg = self.get_event_msg_type().new_message()
+      msg.name = event_name
+      for event_kind in board.get(event_name, {}):
+        setattr(msg, event_kind, True)
+      outbound.append(msg)
+    return outbound
+
+  def create_alerts(self, event_types: list[str], callback_args=None):
+    callback_args = [] if callback_args is None else callback_args
+    board = self.get_events_mapping()
+    spawned: list[AlertCard] = []
+    for event_name in self._live_names:
+      variants = board.get(event_name, {})
+      for event_type in event_types:
+        chosen = variants.get(event_type)
+        if chosen is None:
+          continue
+        alert = self._realize(chosen, callback_args)
+        age_frames = self.event_counters.get(event_name, 0) + 1
+        if age_frames * DT_CTRL < alert.creation_delay:
+          continue
+        alert.alert_type = f"{self.get_event_name(event_name)}/{event_type}"
+        alert.event_type = event_type
+        spawned.append(alert)
+    return spawned
+
+  @staticmethod
+  def _realize(candidate: AlertCard | AlertFactory, callback_args: list) -> AlertCard:
+    return candidate if isinstance(candidate, AlertCard) else candidate(*callback_args)
+
+  @abstractmethod
+  def get_events_mapping(self) -> dict[int, dict[str, AlertCard | AlertFactory]]:
+    raise NotImplementedError
+
+  @abstractmethod
+  def get_event_name(self, event: int) -> str:
+    raise NotImplementedError
+
+  @abstractmethod
+  def get_event_msg_type(self):
+    raise NotImplementedError
+
+
+def _mici_reframe(primary: str, secondary: str) -> tuple[str, str, log.SelfdriveState.AlertSize]:
+  if HARDWARE.get_device_type() == "mici":
+    return secondary, primary, AlertSize.small
+  return primary, secondary, AlertSize.mid
+
+
+class NoEntryCard(AlertCard):
+  def __init__(self,
+               alert_text_2: str,
+               alert_text_1: str = "IQ.Pilot Unavailable",
+               visual_alert: car.CarControl.HUDControl.VisualAlert = VisualAlert.none,
+               priority: Tier = Tier.LOW):
+    primary, secondary, size = _mici_reframe(alert_text_1, alert_text_2)
+    super().__init__(primary, secondary, AlertStatus.normal, size, priority, visual_alert, AudibleAlert.refuse, 3.0)
+
+
+class GentleDisableCard(AlertCard):
+  def __init__(self, alert_text_2: str):
+    super().__init__(
+      "TAKE CONTROL IMMEDIATELY",
+      alert_text_2,
+      AlertStatus.userPrompt,
+      AlertSize.full,
+      Tier.MID,
+      VisualAlert.steerRequired,
+      AudibleAlert.warningSoft,
+      2.0,
+    )
+
+
+class PendingDisableCard(GentleDisableCard):
+  def __init__(self, alert_text_2: str):
+    super().__init__(alert_text_2)
+    self.alert_text_1 = "IQ.Pilot will disengage"
+
+
+class HardDisableCard(AlertCard):
+  def __init__(self, alert_text_2: str):
+    super().__init__(
+      "TAKE CONTROL IMMEDIATELY",
+      alert_text_2,
+      AlertStatus.critical,
+      AlertSize.full,
+      Tier.HIGHEST,
+      VisualAlert.steerRequired,
+      AudibleAlert.warningImmediate,
+      4.0,
+    )
+
+
+class ChimeCard(AlertCard):
+  def __init__(self, audible_alert: car.CarControl.HUDControl.AudibleAlert):
+    super().__init__("", "", AlertStatus.normal, AlertSize.none, Tier.MID, VisualAlert.none, audible_alert, 0.2)
+
+
+class BannerCard(AlertCard):
+  def __init__(self, alert_text_1: str, alert_text_2: str = "", duration: float = 0.2, priority: Tier = Tier.LOWER, creation_delay: float = 0.0):
+    size = AlertSize.mid if alert_text_2 else AlertSize.small
+    super().__init__(alert_text_1, alert_text_2, AlertStatus.normal, size, priority, VisualAlert.none, AudibleAlert.none, duration, creation_delay)
+
+
+class BootCard(AlertCard):
+  def __init__(self, alert_text_1: str, alert_text_2: str = "Always keep hands on wheel and eyes on road", alert_status=AlertStatus.normal):
+    if HARDWARE.get_device_type() == "mici":
+      compact_secondary = "" if alert_text_2 == "Always keep hands on wheel and eyes on road" else alert_text_2
+      super().__init__(alert_text_1, compact_secondary, alert_status, AlertSize.small, Tier.LOWER, VisualAlert.none, AudibleAlert.none, 5.0)
+    else:
+      super().__init__(alert_text_1, alert_text_2, alert_status, AlertSize.mid, Tier.LOWER, VisualAlert.none, AudibleAlert.none, 5.0)
+
+
+class AlertBase(AlertCard):
+  pass
+
+
+NULL_ALERT = AlertCard("", "", AlertStatus.normal, AlertSize.none, Tier.LOWEST, VisualAlert.none, AudibleAlert.none, 0.0)

iqpilot/common/auto_units.py

@@ -0,0 +1,58 @@
+import time
+
+from iqpilot.common.params import Params
+from iqpilot.common.swaglog import cloudlog
+from iqpilot.common.geo_regions import UNKNOWN_REGION, region_for_position, region_is_metric
+
+CHECK_INTERVAL = 10.0
+CONFIRMATIONS = 3
+
+
+class AutoUnits:
+  def __init__(self, params: Params | None = None):
+    self.params = params or Params()
+    self._next_check = 0.0
+    self._candidate = UNKNOWN_REGION
+    self._confirmations = 0
+
+  def _position(self) -> tuple[float, float, bool]:
+    from iqpilot.selfdrive.ui.lib.nav_helpers import current_or_last_gps_position
+
+    lat, lon, _, valid = current_or_last_gps_position(self.params)
+    return lat, lon, valid
+
+  def update(self, now: float | None = None) -> None:
+    if not self.params.get_bool("IQAutoUnits"):
+      self._candidate = UNKNOWN_REGION
+      self._confirmations = 0
+      return
+
+    now = time.monotonic() if now is None else now
+    if now < self._next_check:
+      return
+    self._next_check = now + CHECK_INTERVAL
+
+    lat, lon, valid = self._position()
+    region = region_for_position(lat, lon) if valid else UNKNOWN_REGION
+    if region == UNKNOWN_REGION:
+      self._confirmations = 0
+      return
+
+    if region != self._candidate:
+      self._candidate = region
+      self._confirmations = 1
+      return
+
+    self._confirmations += 1
+    if self._confirmations < CONFIRMATIONS:
+      return
+
+    if region == self.params.get("IQAutoUnitsRegion"):
+      return
+
+    self.params.put("IQAutoUnitsRegion", region)
+
+    metric = region_is_metric(region)
+    if metric != self.params.get_bool("IsMetric"):
+      self.params.put_bool("IsMetric", metric)
+      cloudlog.warning(f"auto units: {region} detected, switching to {'km/h' if metric else 'mph'}")

iqpilot/common/basedir.py

@@ -0,0 +1,4 @@
+import os
+
+
+BASEDIR = os.path.abspath(os.path.join(os.path.dirname(os.path.realpath(__file__)), "../.."))

iqpilot/common/clutil.cc

@@ -0,0 +1,98 @@
+#include "common/clutil.h"
+
+#include <cassert>
+#include <iostream>
+#include <memory>
+
+#include "common/util.h"
+#include "common/swaglog.h"
+
+namespace {  // helper functions
+
+template <typename Func, typename Id, typename Name>
+std::string get_info(Func get_info_func, Id id, Name param_name) {
+  size_t size = 0;
+  CL_CHECK(get_info_func(id, param_name, 0, NULL, &size));
+  std::string info(size, '\0');
+  CL_CHECK(get_info_func(id, param_name, size, info.data(), NULL));
+  return info;
+}
+inline std::string get_platform_info(cl_platform_id id, cl_platform_info name) { return get_info(&clGetPlatformInfo, id, name); }
+inline std::string get_device_info(cl_device_id id, cl_device_info name) { return get_info(&clGetDeviceInfo, id, name); }
+
+void cl_print_info(cl_platform_id platform, cl_device_id device) {
+  size_t work_group_size = 0;
+  cl_device_type device_type = 0;
+  clGetDeviceInfo(device, CL_DEVICE_MAX_WORK_GROUP_SIZE, sizeof(work_group_size), &work_group_size, NULL);
+  clGetDeviceInfo(device, CL_DEVICE_TYPE, sizeof(device_type), &device_type, NULL);
+  const char *type_str = "Other...";
+  switch (device_type) {
+    case CL_DEVICE_TYPE_CPU: type_str ="CL_DEVICE_TYPE_CPU"; break;
+    case CL_DEVICE_TYPE_GPU: type_str = "CL_DEVICE_TYPE_GPU"; break;
+    case CL_DEVICE_TYPE_ACCELERATOR: type_str = "CL_DEVICE_TYPE_ACCELERATOR"; break;
+  }
+
+  LOGD("vendor: %s", get_platform_info(platform, CL_PLATFORM_VENDOR).c_str());
+  LOGD("platform version: %s", get_platform_info(platform, CL_PLATFORM_VERSION).c_str());
+  LOGD("profile: %s", get_platform_info(platform, CL_PLATFORM_PROFILE).c_str());
+  LOGD("extensions: %s", get_platform_info(platform, CL_PLATFORM_EXTENSIONS).c_str());
+  LOGD("name: %s", get_device_info(device, CL_DEVICE_NAME).c_str());
+  LOGD("device version: %s", get_device_info(device, CL_DEVICE_VERSION).c_str());
+  LOGD("max work group size: %zu", work_group_size);
+  LOGD("type = %d, %s", (int)device_type, type_str);
+}
+
+void cl_print_build_errors(cl_program program, cl_device_id device) {
+  cl_build_status status;
+  clGetProgramBuildInfo(program, device, CL_PROGRAM_BUILD_STATUS, sizeof(status), &status, NULL);
+  size_t log_size;
+  clGetProgramBuildInfo(program, device, CL_PROGRAM_BUILD_LOG, 0, NULL, &log_size);
+  std::string log(log_size, '\0');
+  clGetProgramBuildInfo(program, device, CL_PROGRAM_BUILD_LOG, log_size, &log[0], NULL);
+
+  LOGE("build failed; status=%d, log: %s", status, log.c_str());
+}
+
+}  // namespace
+
+cl_device_id cl_get_device_id(cl_device_type device_type) {
+  cl_uint num_platforms = 0;
+  CL_CHECK(clGetPlatformIDs(0, NULL, &num_platforms));
+  std::unique_ptr<cl_platform_id[]> platform_ids = std::make_unique<cl_platform_id[]>(num_platforms);
+  CL_CHECK(clGetPlatformIDs(num_platforms, &platform_ids[0], NULL));
+
+  for (size_t i = 0; i < num_platforms; ++i) {
+    LOGD("platform[%zu] CL_PLATFORM_NAME: %s", i, get_platform_info(platform_ids[i], CL_PLATFORM_NAME).c_str());
+
+    // Get first device
+    if (cl_device_id device_id = NULL; clGetDeviceIDs(platform_ids[i], device_type, 1, &device_id, NULL) == 0 && device_id) {
+      cl_print_info(platform_ids[i], device_id);
+      return device_id;
+    }
+  }
+  LOGE("No valid openCL platform found");
+  assert(0);
+  return nullptr;
+}
+
+cl_context cl_create_context(cl_device_id device_id) {
+  return CL_CHECK_ERR(clCreateContext(NULL, 1, &device_id, NULL, NULL, &err));
+}
+
+void cl_release_context(cl_context context) {
+  clReleaseContext(context);
+}
+
+cl_program cl_program_from_file(cl_context ctx, cl_device_id device_id, const char* path, const char* args) {
+  return cl_program_from_source(ctx, device_id, util::read_file(path), args);
+}
+
+cl_program cl_program_from_source(cl_context ctx, cl_device_id device_id, const std::string& src, const char* args) {
+  const char *csrc = src.c_str();
+  cl_program prg = CL_CHECK_ERR(clCreateProgramWithSource(ctx, 1, &csrc, NULL, &err));
+  if (int err = clBuildProgram(prg, 1, &device_id, args, NULL, NULL); err != 0) {
+    cl_print_build_errors(prg, device_id);
+    assert(0);
+  }
+  return prg;
+}

iqpilot/common/clutil.h

@@ -0,0 +1,28 @@
+#pragma once
+
+#ifdef __APPLE__
+#include <OpenCL/cl.h>
+#else
+#include <CL/cl.h>
+#endif
+
+#include <string>
+
+#define CL_CHECK(_expr)          \
+  do {                           \
+    assert(CL_SUCCESS == (_expr)); \
+  } while (0)
+
+#define CL_CHECK_ERR(_expr)           \
+  ({                                  \
+    cl_int err = CL_INVALID_VALUE;    \
+    __typeof__(_expr) _ret = _expr;   \
+    assert(_ret&& err == CL_SUCCESS); \
+    _ret;                             \
+  })
+
+cl_device_id cl_get_device_id(cl_device_type device_type);
+cl_context cl_create_context(cl_device_id device_id);
+void cl_release_context(cl_context context);
+cl_program cl_program_from_source(cl_context ctx, cl_device_id device_id, const std::string& src, const char* args = nullptr);
+cl_program cl_program_from_file(cl_context ctx, cl_device_id device_id, const char* path, const char* args);

iqpilot/common/constants.py

@@ -0,0 +1,23 @@
+import numpy as np
+
+# conversions
+class CV:
+  # Speed
+  MPH_TO_KPH = 1.609344
+  KPH_TO_MPH = 1. / MPH_TO_KPH
+  MS_TO_KPH = 3.6
+  KPH_TO_MS = 1. / MS_TO_KPH
+  MS_TO_MPH = MS_TO_KPH * KPH_TO_MPH
+  MPH_TO_MS = MPH_TO_KPH * KPH_TO_MS
+  MS_TO_KNOTS = 1.9438
+  KNOTS_TO_MS = 1. / MS_TO_KNOTS
+
+  # Angle
+  DEG_TO_RAD = np.pi / 180.
+  RAD_TO_DEG = 1. / DEG_TO_RAD
+
+  # Mass
+  LB_TO_KG = 0.453592
+
+
+ACCELERATION_DUE_TO_GRAVITY = 9.81  # m/s^2

iqpilot/common/file_chunker.py

@@ -0,0 +1,55 @@
+#!/usr/bin/env python3
+import sys
+import math
+import os
+from pathlib import Path
+
+CHUNK_SIZE = 45 * 1024 * 1024  # 45MB, under GitHub's 50MB limit
+
+def get_chunk_name(name, idx, num_chunks):
+  return f"{name}.chunk{idx+1:02d}of{num_chunks:02d}"
+
+def get_manifest_path(name):
+  return f"{name}.chunkmanifest"
+
+def _chunk_paths(path, num_chunks):
+  return [get_manifest_path(path)] + [get_chunk_name(path, i, num_chunks) for i in range(num_chunks)]
+
+def get_chunk_targets(path, file_size):
+  num_chunks = math.ceil(file_size / CHUNK_SIZE)
+  return _chunk_paths(path, num_chunks)
+
+def chunk_file(path, targets):
+  manifest_path, *chunk_paths = targets
+  with open(path, 'rb') as f:
+    data = f.read()
+  actual_num_chunks = max(1, math.ceil(len(data) / CHUNK_SIZE))
+  assert len(chunk_paths) >= actual_num_chunks, f"Allowed {len(chunk_paths)} chunks but needs at least {actual_num_chunks}, for path {path}"
+  for i, chunk_path in enumerate(chunk_paths):
+    with open(chunk_path, 'wb') as f:
+      f.write(data[i * CHUNK_SIZE:(i + 1) * CHUNK_SIZE])
+  Path(manifest_path).write_text(str(len(chunk_paths)))
+  os.remove(path)
+
+def get_existing_chunks(path):
+  if os.path.isfile(path):
+    return [path]
+  if os.path.isfile(manifest := get_manifest_path(path)):
+    num_chunks = int(Path(manifest).read_text().strip())
+    return _chunk_paths(path, num_chunks)
+  raise FileNotFoundError(path)
+
+def read_file_chunked(path):
+  manifest_path = get_manifest_path(path)
+  if os.path.isfile(manifest_path):
+    num_chunks = int(Path(manifest_path).read_text().strip())
+    return b''.join(Path(get_chunk_name(path, i, num_chunks)).read_bytes() for i in range(num_chunks))
+  if os.path.isfile(path):
+    return Path(path).read_bytes()
+  raise FileNotFoundError(path)
+
+
+if __name__ == "__main__":
+  path = sys.argv[1]
+  chunk_paths = get_chunk_targets(path, os.path.getsize(path))
+  chunk_file(path, chunk_paths)

iqpilot/common/file_helpers.py

@@ -0,0 +1 @@
+from iqpilot.common.utils import CallbackReader, get_upload_stream

iqpilot/common/filter_simple.py

@@ -0,0 +1,71 @@
+from collections import deque
+
+import numpy as np
+
+
+class FirstOrderFilter:
+  def __init__(self, x0, rc, dt, initialized=True):
+    self.x = x0
+    self.dt = dt
+    self.update_alpha(rc)
+    self.initialized = initialized
+
+  def update_alpha(self, rc):
+    self.alpha = self.dt / (rc + self.dt)
+
+  def update(self, x):
+    if self.initialized:
+      self.x = (1. - self.alpha) * self.x + self.alpha * x
+    else:
+      self.initialized = True
+      self.x = x
+    return self.x
+
+
+class BounceFilter(FirstOrderFilter):
+  def __init__(self, x0, rc, dt, initialized=True, bounce=2):
+    self.velocity = FirstOrderFilter(0.0, 0.15, dt)
+    self.bounce = bounce
+    super().__init__(x0, rc, dt, initialized)
+
+  def update(self, x):
+    super().update(x)
+    scale = self.dt / (1.0 / 60.0)  # tuned at 60 fps
+    self.velocity.x += (x - self.x) * self.bounce * scale * self.dt
+    self.velocity.update(0.0)
+    if abs(self.velocity.x) < 1e-5:
+      self.velocity.x = 0.0
+    self.x += self.velocity.x
+    return self.x
+
+
+class MyMovingAverage:
+  def __init__(self, window_size, value=None):
+    self.window_size = window_size
+    if value is not None:
+      self.values = deque([value] * window_size, maxlen=window_size)
+      self.sum = value * window_size
+      self.result = value
+    else:
+      self.values = deque(maxlen=window_size)
+      self.sum = 0
+      self.result = 0
+
+  def set(self, value):
+    self.values.clear()
+    self.values.append(value)
+    self.sum = value
+    self.result = value
+    return value
+
+  def set_all(self, value):
+    self.values = deque([value] * self.window_size, maxlen=self.window_size)
+    self.sum = value * self.window_size
+    self.result = value
+    return value
+
+  def process(self, value, median=False):
+    self.values.append(value)
+    self.sum = sum(self.values)
+    self.result = float(np.median(self.values)) if median else float(self.sum) / len(self.values)
+    return self.result

iqpilot/common/geo_regions.py

@@ -0,0 +1,140 @@
+MPH_REGIONS = ("US", "GB", "LR")
+METRIC_REGION = "METRIC"
+UNKNOWN_REGION = ""
+
+_US_CONUS = [
+  (-123.32, 49.00), (-117.03, 49.00), (-110.00, 49.00), (-104.05, 49.00), (-97.23, 49.00), (-95.15, 49.00),
+  (-95.15, 49.38), (-94.82, 49.30), (-94.68, 48.77), (-93.85, 48.63), (-93.35, 48.62), (-92.72, 48.54),
+  (-92.30, 48.24), (-91.55, 48.10), (-90.84, 48.24), (-89.99, 48.02), (-89.60, 48.02), (-89.10, 48.32),
+  (-88.40, 48.30), (-87.00, 47.80), (-85.60, 47.15), (-84.60, 46.75), (-84.42, 46.56), (-84.30, 46.49),
+  (-84.12, 46.28), (-83.90, 46.05), (-83.40, 45.75), (-82.90, 45.05), (-82.55, 44.00), (-82.42, 43.00),
+  (-82.70, 42.47), (-82.93, 42.34), (-83.00, 42.33), (-83.05, 42.32), (-83.075, 42.312), (-83.13, 42.25),
+  (-83.15, 42.18), (-83.11, 42.10), (-83.09, 42.02),
+  (-82.50, 41.70), (-81.50, 42.00), (-80.20, 42.40), (-79.06, 42.85), (-79.05, 43.27), (-78.00, 43.45),
+  (-77.00, 43.65), (-76.40, 44.10), (-75.80, 44.50), (-74.75, 45.00), (-73.35, 45.01), (-71.50, 45.01),
+  (-71.29, 45.30), (-70.90, 45.30), (-70.72, 45.42), (-70.31, 45.86), (-70.05, 46.44), (-69.99, 46.70),
+  (-69.24, 47.46), (-68.90, 47.20), (-68.38, 47.29), (-67.79, 47.07), (-67.78, 45.94), (-67.42, 45.60),
+  (-67.03, 44.80), (-68.00, 44.30), (-69.06, 43.80), (-70.20, 43.60), (-70.80, 42.85), (-70.00, 41.90),
+  (-70.00, 41.55), (-71.20, 41.30), (-72.00, 41.05), (-73.90, 40.55), (-74.20, 39.60), (-75.05, 38.45),
+  (-75.90, 37.05), (-75.50, 35.20), (-78.50, 33.85), (-80.90, 32.00), (-81.40, 30.70), (-80.03, 26.80),
+  (-80.15, 25.15), (-81.20, 24.55), (-82.00, 26.40), (-82.80, 27.80), (-83.00, 29.15), (-84.30, 29.90),
+  (-85.30, 29.65), (-87.50, 30.25), (-89.00, 29.15), (-89.40, 28.95), (-91.30, 29.10), (-93.80, 29.65),
+  (-95.00, 29.10), (-97.10, 27.80), (-97.14, 25.96), (-98.30, 26.05), (-99.10, 26.40), (-99.50, 27.60),
+  (-100.40, 28.50), (-101.40, 29.77), (-102.30, 29.88), (-102.90, 29.30), (-103.30, 29.00), (-104.37, 29.56),
+  (-104.68, 30.13), (-105.30, 30.80), (-105.85, 31.30), (-106.15, 31.50), (-106.30, 31.68), (-106.45, 31.755),
+  (-106.53, 31.786), (-108.21, 31.783), (-108.21, 31.33), (-111.07, 31.33), (-114.72, 32.72),
+  (-117.13, 32.53), (-118.40, 33.75), (-119.80, 34.40), (-120.65, 35.10), (-121.90, 36.60), (-122.52, 37.78),
+  (-123.75, 39.40), (-124.20, 40.45), (-124.15, 42.00), (-124.05, 43.35), (-123.95, 46.25), (-124.75, 48.40),
+  (-123.30, 48.25), (-123.15, 48.70),
+]
+
+_US_ALASKA = [
+  (-141.00, 70.20), (-141.00, 60.30), (-139.05, 60.35), (-137.45, 58.95), (-136.47, 59.63), (-135.03, 59.57),
+  (-134.30, 58.90), (-133.40, 58.20), (-132.20, 56.90), (-130.60, 56.20), (-130.01, 54.80), (-131.80, 54.70),
+  (-133.80, 55.90), (-136.60, 58.20), (-140.00, 59.70), (-145.00, 60.00), (-149.20, 59.10), (-152.30, 57.30),
+  (-155.20, 55.60), (-160.00, 54.60), (-164.50, 54.40), (-162.00, 57.50), (-165.00, 60.20), (-167.50, 62.50),
+  (-164.00, 64.50), (-168.10, 65.60), (-166.00, 68.30), (-161.00, 70.30), (-156.50, 71.40), (-150.00, 70.50),
+]
+
+_US_ALEUTIANS_EAST = [(-180.00, 51.00), (-158.50, 51.00), (-158.50, 56.00), (-180.00, 56.00)]
+_US_ALEUTIANS_WEST = [(172.00, 51.00), (180.00, 51.00), (180.00, 54.00), (172.00, 54.00)]
+_US_HAWAII = [(-160.50, 18.80), (-154.70, 18.80), (-154.70, 22.30), (-160.50, 22.30)]
+_US_PUERTO_RICO = [(-67.35, 17.85), (-64.55, 17.85), (-64.55, 18.55), (-67.35, 18.55)]
+_US_MARIANAS = [(144.50, 13.10), (146.20, 13.10), (146.20, 20.60), (144.50, 20.60)]
+_US_SAMOA = [(-171.20, -14.60), (-168.10, -14.60), (-168.10, -11.00), (-171.20, -11.00)]
+
+_GB_BRITAIN = [
+  (-5.72, 50.07), (-4.20, 50.32), (-3.41, 50.62), (-2.45, 50.52), (-1.80, 50.72), (-0.90, 50.77),
+  (0.58, 50.85), (1.35, 51.13), (1.38, 51.38), (1.15, 51.79), (1.35, 51.95), (1.75, 52.48),
+  (1.30, 52.94), (0.49, 52.94), (0.34, 53.15), (-0.08, 53.57), (-0.08, 54.12), (-0.61, 54.49),
+  (-1.18, 54.69), (-1.38, 54.91), (-1.50, 55.13), (-2.00, 55.77), (-2.52, 56.00), (-2.62, 56.28),
+  (-2.47, 56.55), (-2.21, 56.96), (-2.08, 57.14), (-1.77, 57.50), (-2.00, 57.70), (-2.96, 57.68),
+  (-3.90, 57.60), (-4.22, 57.48), (-4.05, 57.81), (-3.85, 58.01), (-3.65, 58.12), (-3.09, 58.44),
+  (-3.01, 58.67), (-3.35, 58.62), (-3.52, 58.60), (-4.99, 58.62), (-5.05, 58.45), (-5.16, 57.90), (-5.70, 57.72),
+  (-5.72, 57.28), (-5.83, 57.00), (-5.72, 56.65), (-5.47, 56.41), (-5.79, 55.60), (-5.62, 55.31),
+  (-4.82, 55.64), (-4.63, 55.46), (-4.85, 55.24), (-5.12, 54.84), (-4.86, 54.63), (-4.44, 54.87),
+  (-4.05, 54.83), (-3.26, 54.98), (-3.05, 54.90), (-3.50, 54.72), (-3.23, 54.07), (-3.05, 53.82),
+  (-3.40, 53.34), (-3.83, 53.33), (-4.63, 53.42), (-4.72, 53.28), (-4.35, 53.12), (-4.76, 52.80),
+  (-4.06, 52.72), (-4.09, 52.41), (-4.66, 52.09), (-5.31, 51.88), (-5.06, 51.70), (-4.70, 51.67),
+  (-4.30, 51.62), (-3.95, 51.56), (-3.70, 51.48), (-3.17, 51.45), (-2.99, 51.55), (-2.67, 51.62),
+  (-2.48, 51.72), (-2.30, 51.85), (-2.70, 51.50), (-2.98, 51.35), (-3.00, 51.20), (-3.47, 51.21),
+  (-4.12, 51.21), (-4.55, 50.83), (-5.08, 50.42), (-5.48, 50.21),
+]
+
+_GB_NORTHERN_IRELAND = [
+  (-6.03, 54.05), (-6.28, 54.10), (-6.65, 54.17), (-6.86, 54.33), (-7.16, 54.34), (-7.31, 54.12),
+  (-7.62, 54.14), (-8.00, 54.31), (-8.18, 54.47), (-8.20, 54.52), (-7.90, 54.55), (-7.85, 54.72), (-7.55, 54.75),
+  (-7.44, 54.94), (-7.25, 55.06), (-6.95, 55.22), (-6.50, 55.25), (-6.25, 55.31), (-6.03, 55.22),
+  (-5.43, 54.62), (-5.53, 54.24),
+]
+
+_GB_ISLE_OF_MAN = [(-4.85, 54.03), (-4.30, 54.03), (-4.30, 54.42), (-4.85, 54.42)]
+_GB_CHANNEL_ISLANDS = [(-2.75, 49.15), (-1.95, 49.15), (-1.95, 49.80), (-2.75, 49.80)]
+_GB_ISLE_OF_WIGHT = [(-1.60, 50.55), (-1.05, 50.55), (-1.05, 50.80), (-1.60, 50.80)]
+_GB_OUTER_HEBRIDES = [(-7.75, 56.75), (-6.05, 56.75), (-6.05, 58.55), (-7.75, 58.55)]
+_GB_INNER_HEBRIDES = [(-7.00, 55.45), (-5.55, 55.45), (-5.55, 57.85), (-7.00, 57.85)]
+_GB_ORKNEY = [(-3.50, 58.70), (-2.35, 58.70), (-2.35, 59.45), (-3.50, 59.45)]
+_GB_SHETLAND = [(-1.85, 59.80), (-0.65, 59.80), (-0.65, 60.90), (-1.85, 60.90)]
+
+_LR_LIBERIA = [
+  (-11.46, 6.77), (-11.30, 6.95), (-11.16, 7.15), (-11.05, 7.40), (-10.85, 7.75), (-10.60, 8.00),
+  (-10.28, 8.49), (-9.70, 8.54), (-9.35, 7.80),
+  (-8.85, 7.40), (-8.48, 7.55), (-8.30, 6.90), (-7.95, 6.20), (-7.60, 5.20), (-7.40, 4.55),
+  (-7.74, 4.33), (-8.46, 4.61), (-9.06, 4.97), (-9.52, 5.36), (-10.08, 5.85), (-10.40, 6.11),
+  (-10.83, 6.27),
+]
+
+_REGION_RINGS = {
+  "US": (_US_CONUS, _US_ALASKA, _US_ALEUTIANS_EAST, _US_ALEUTIANS_WEST, _US_HAWAII, _US_PUERTO_RICO,
+         _US_MARIANAS, _US_SAMOA),
+  "GB": (_GB_BRITAIN, _GB_NORTHERN_IRELAND, _GB_ISLE_OF_MAN, _GB_CHANNEL_ISLANDS, _GB_ISLE_OF_WIGHT,
+         _GB_OUTER_HEBRIDES, _GB_INNER_HEBRIDES, _GB_ORKNEY, _GB_SHETLAND),
+  "LR": (_LR_LIBERIA,),
+}
+
+
+def _bounded(rings):
+  out = []
+  for ring in rings:
+    lons = [p[0] for p in ring]
+    lats = [p[1] for p in ring]
+    out.append(((min(lons), min(lats), max(lons), max(lats)), ring))
+  return tuple(out)
+
+
+_REGIONS = tuple((region, _bounded(rings)) for region, rings in _REGION_RINGS.items())
+
+
+def _point_in_ring(lat: float, lon: float, ring) -> bool:
+  inside = False
+  count = len(ring)
+  j = count - 1
+  for i in range(count):
+    lon_i, lat_i = ring[i]
+    lon_j, lat_j = ring[j]
+    if (lat_i > lat) != (lat_j > lat):
+      crossing = (lon_j - lon_i) * (lat - lat_i) / (lat_j - lat_i) + lon_i
+      if lon < crossing:
+        inside = not inside
+    j = i
+  return inside
+
+
+def valid_position(lat: float, lon: float) -> bool:
+  return abs(lat) <= 90.0 and abs(lon) <= 180.0 and (abs(lat) > 1e-4 or abs(lon) > 1e-4)
+
+
+def region_for_position(lat: float, lon: float) -> str:
+  if not valid_position(lat, lon):
+    return UNKNOWN_REGION
+
+  for region, rings in _REGIONS:
+    for (min_lon, min_lat, max_lon, max_lat), ring in rings:
+      if min_lon <= lon <= max_lon and min_lat <= lat <= max_lat and _point_in_ring(lat, lon, ring):
+        return region
+
+  return METRIC_REGION
+
+
+def region_is_metric(region: str) -> bool:
+  return bool(region) and region not in MPH_REGIONS

iqpilot/common/git.py

@@ -0,0 +1,42 @@
+from functools import cache
+import subprocess
+from iqpilot.common.utils import run_cmd, run_cmd_default
+
+
+@cache
+def get_commit(cwd: str | None = None, branch: str = "HEAD") -> str:
+  return run_cmd_default(["git", "rev-parse", branch], cwd=cwd)
+
+
+@cache
+def get_commit_date(cwd: str | None = None, commit: str = "HEAD") -> str:
+  return run_cmd_default(["git", "show", "--no-patch", "--format='%ct %ci'", commit], cwd=cwd)
+
+
+@cache
+def get_short_branch(cwd: str | None = None) -> str:
+  return run_cmd_default(["git", "rev-parse", "--abbrev-ref", "HEAD"], cwd=cwd)
+
+
+@cache
+def get_branch(cwd: str | None = None) -> str:
+  return run_cmd_default(["git", "rev-parse", "--abbrev-ref", "--symbolic-full-name", "@{u}"], cwd=cwd)
+
+
+@cache
+def get_origin(cwd: str | None = None) -> str:
+  try:
+    local_branch = run_cmd(["git", "name-rev", "--name-only", "HEAD"], cwd=cwd)
+    tracking_remote = run_cmd(["git", "config", "branch." + local_branch + ".remote"], cwd=cwd)
+    return run_cmd(["git", "config", "remote." + tracking_remote + ".url"], cwd=cwd)
+  except subprocess.CalledProcessError:  # Not on a branch, fallback
+    return run_cmd_default(["git", "config", "--get", "remote.origin.url"], cwd=cwd)
+
+
+@cache
+def get_normalized_origin(cwd: str | None = None) -> str:
+  return get_origin(cwd) \
+    .replace("git@", "", 1) \
+    .replace(".git", "", 1) \
+    .replace("https://", "", 1) \
+    .replace(":", "/", 1)

iqpilot/common/git_creds.py

@@ -0,0 +1,250 @@
+import base64
+import json
+import os
+import subprocess
+
+from iqpilot.common.params import Params
+
+PARAM = "GitAuthBlob"
+PARAMS_DIR = os.environ.get("PARAMS_DIR", "/data/params/d")
+KEY_DIR = "/data/konn3kt"
+KEY_PATH = os.path.join(KEY_DIR, "git_auth.key")
+HELPER_PATH = os.path.join(KEY_DIR, "git_credential_helper.py")
+DEFAULT_REPO_DIR = "/data/openpilot"
+CREDENTIAL_HOSTS = ("git.konn3kt.com", "gitlvb.teallvbs.xyz")
+
+_HELPER_SCRIPT = '''#!/usr/bin/env python3
+import json
+import os
+import sys
+
+KEY_PATH = "{key_path}"
+
+
+def main() -> None:
+  if len(sys.argv) < 2 or sys.argv[1] != "get":
+    return
+  # drain git's request on stdin (terminated by a blank line)
+  for line in sys.stdin:
+    if not line.strip():
+      break
+  params_dir = os.environ.get("PARAMS_DIR", "/data/params/d")
+  blob_path = os.path.join(params_dir, "GitAuthBlob")
+  try:
+    with open(KEY_PATH, "rb") as f:
+      key = f.read().strip()
+    with open(blob_path, "rb") as f:
+      blob = f.read()
+    if not blob:
+      return
+    from cryptography.fernet import Fernet
+    data = json.loads(Fernet(key).decrypt(blob).decode())
+    username = data.get("u", "")
+    token = data.get("t", "")
+    if username and token:
+      sys.stdout.write("username=%s\\npassword=%s\\n" % (username, token))
+  except Exception:
+    return
+
+
+if __name__ == "__main__":
+  main()
+'''
+
+
+def _params_get(name: str) -> bytes | None:
+  # Params -> cereal -> iqdbc: that chain is unavailable mid-bootstrap (this module's
+  # callers install those very packages), so fall back to the params file directly,
+  # exactly like the embedded credential helper does.
+  try:
+    return Params().get(name)
+  except Exception:
+    try:
+      with open(os.path.join(PARAMS_DIR, name), "rb") as f:
+        return f.read()
+    except OSError:
+      return None
+
+
+def _params_put(name: str, value: bytes) -> None:
+  try:
+    Params().put(name, value)
+    return
+  except Exception:
+    pass
+  os.makedirs(PARAMS_DIR, exist_ok=True)
+  tmp = os.path.join(PARAMS_DIR, f".tmp_{name}")
+  fd = os.open(tmp, os.O_WRONLY | os.O_CREAT | os.O_TRUNC, 0o644)
+  with os.fdopen(fd, "wb") as f:
+    f.write(value)
+    f.flush()
+    os.fsync(f.fileno())
+  os.replace(tmp, os.path.join(PARAMS_DIR, name))
+
+
+def _params_remove(name: str) -> None:
+  try:
+    Params().remove(name)
+    return
+  except Exception:
+    pass
+  try:
+    os.unlink(os.path.join(PARAMS_DIR, name))
+  except OSError:
+    pass
+
+
+def _load_or_create_key() -> bytes:
+  from cryptography.fernet import Fernet
+  try:
+    with open(KEY_PATH, "rb") as f:
+      return f.read().strip()
+  except FileNotFoundError:
+    pass
+  key = Fernet.generate_key()
+  os.makedirs(KEY_DIR, exist_ok=True)
+  # write atomically with restrictive perms
+  tmp = KEY_PATH + ".tmp"
+  fd = os.open(tmp, os.O_WRONLY | os.O_CREAT | os.O_TRUNC, 0o600)
+  with os.fdopen(fd, "wb") as f:
+    f.write(key)
+  os.replace(tmp, KEY_PATH)
+  return key
+
+
+def set_credentials(username: str, token: str) -> None:
+  """Encrypt and store credentials. Empty username AND token clears them."""
+  username = (username or "").strip()
+  token = (token or "").strip()
+  if not username and not token:
+    clear_credentials()
+    return
+  from cryptography.fernet import Fernet
+  blob = Fernet(_load_or_create_key()).encrypt(
+    json.dumps({"u": username, "t": token}).encode()
+  )
+  _params_put(PARAM, blob)
+  try:
+    install_credential_helper(DEFAULT_REPO_DIR)
+  except Exception:
+    pass
+
+
+def get_credentials() -> tuple[str, str] | None:
+  """Return (username, token), or None if unset / unreadable."""
+  blob = _params_get(PARAM)
+  if not blob:
+    return None
+  try:
+    from cryptography.fernet import Fernet
+    data = json.loads(Fernet(_load_or_create_key()).decrypt(blob).decode())
+    return data.get("u", ""), data.get("t", "")
+  except Exception:
+    return None
+
+
+def clear_credentials() -> None:
+  _params_remove(PARAM)
+
+
+def has_credentials() -> bool:
+  return get_credentials() is not None
+
+
+def _auth_header(username: str, token: str) -> str:
+  return "Authorization: Basic " + base64.b64encode(f"{username}:{token}".encode()).decode()
+
+
+def ssh_to_https(url: str) -> str:
+  """Convert an SSH git URL to its HTTPS equivalent. Returns url unchanged if it
+  is not an SSH URL. A leading ssh. host label is dropped (ssh.host -> host)."""
+  url = url.strip()
+  host = path = ""
+  if url.startswith("ssh://"):
+    rest = url[len("ssh://"):]
+    rest = rest.split("@", 1)[-1]          # drop user@
+    hostport, _, path = rest.partition("/")
+    host = hostport.split(":", 1)[0]       # drop :port
+  elif url.startswith("git@") or ("@" in url and ":" in url.split("@", 1)[-1] and "://" not in url):
+    rest = url.split("@", 1)[-1]           # host:owner/repo.git
+    host, _, path = rest.partition(":")
+  else:
+    return url  # already https/http or unrecognised
+  if host.startswith("ssh."):
+    host = host[len("ssh."):]
+  return f"https://{host}/{path}"
+
+
+def install_credential_helper(repo_dir: str = DEFAULT_REPO_DIR) -> None:
+  if get_credentials() is None:
+    return
+
+  scopes = {f"https://{host}" for host in CREDENTIAL_HOSTS}
+  origin = subprocess.run(
+    ["git", "-C", repo_dir, "config", "--get", "remote.origin.url"],
+    capture_output=True, text=True, check=False,
+  ).stdout.strip()
+  https = ssh_to_https(origin)
+  if https.startswith("https://"):
+    from urllib.parse import urlsplit
+    parts = urlsplit(https)
+    if parts.hostname:
+      scopes.add(f"{parts.scheme}://{parts.hostname}")
+
+  try:
+    os.makedirs(KEY_DIR, exist_ok=True)
+    tmp = HELPER_PATH + ".tmp"
+    fd = os.open(tmp, os.O_WRONLY | os.O_CREAT | os.O_TRUNC, 0o755)
+    with os.fdopen(fd, "w") as f:
+      f.write(_HELPER_SCRIPT.format(key_path=KEY_PATH))
+    os.replace(tmp, HELPER_PATH)
+  except Exception:
+    return
+
+  helper_cmd = f"!/usr/bin/env python3 {HELPER_PATH}"
+  for scope in scopes:
+    subprocess.run(
+      ["git", "config", "--global", f"credential.{scope}.helper", helper_cmd],
+      check=False, capture_output=True,
+    )
+
+
+def configure(repo_dir: str) -> None:
+  """Apply on-device credentials to the git repo at repo_dir before a remote op.
+
+  No-op when no credentials are stored. If the origin is an SSH URL it is
+  rewritten in-place to the HTTPS equivalent so the Basic-auth header applies.
+  The header is injected via GIT_CONFIG_* env (never persisted to .git/config).
+  Idempotent."""
+  creds = get_credentials()
+  if creds is None:
+    return
+  username, token = creds
+
+  try:
+    install_credential_helper(repo_dir)
+  except Exception:
+    pass
+
+  origin = subprocess.run(
+    ["git", "-C", repo_dir, "config", "--get", "remote.origin.url"],
+    capture_output=True, text=True, check=False,
+  ).stdout.strip()
+  if not origin:
+    return
+
+  https = ssh_to_https(origin)
+  if https != origin and https.startswith("https://"):
+    subprocess.run(
+      ["git", "-C", repo_dir, "config", "remote.origin.url", https],
+      check=False, capture_output=True,
+    )
+
+  if not https.startswith("https://"):
+    return  # header auth only works over https
+
+  # scope to this exact repo URL prefix (trailing slash => component boundary)
+  key = https if https.endswith("/") else https + "/"
+  os.environ["GIT_CONFIG_COUNT"] = "1"
+  os.environ["GIT_CONFIG_KEY_0"] = f"http.{key}.extraHeader"
+  os.environ["GIT_CONFIG_VALUE_0"] = _auth_header(username, token)

iqpilot/common/gpio.py

@@ -0,0 +1,89 @@
+import os
+import fcntl
+import ctypes
+from functools import cache
+
+def gpio_init(pin: int, output: bool) -> None:
+  try:
+    with open(f"/sys/class/gpio/gpio{pin}/direction", 'wb') as f:
+      f.write(b"out" if output else b"in")
+  except Exception as e:
+    print(f"Failed to set gpio {pin} direction: {e}")
+
+def gpio_set(pin: int, high: bool) -> None:
+  try:
+    with open(f"/sys/class/gpio/gpio{pin}/value", 'wb') as f:
+      f.write(b"1" if high else b"0")
+  except Exception as e:
+    print(f"Failed to set gpio {pin} value: {e}")
+
+def gpio_read(pin: int) -> bool | None:
+  val = None
+  try:
+    with open(f"/sys/class/gpio/gpio{pin}/value", 'rb') as f:
+      val = bool(int(f.read().strip()))
+  except Exception as e:
+    print(f"Failed to set gpio {pin} value: {e}")
+
+  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))
+  except Exception:
+    print(f"Failed to export gpio {pin}")
+
+@cache
+def get_irq_action(irq: int) -> list[str]:
+  try:
+    with open(f"/sys/kernel/irq/{irq}/actions") as f:
+      actions = f.read().strip().split(',')
+      return actions
+  except FileNotFoundError:
+    return []
+
+def get_irqs_for_action(action: str) -> list[str]:
+  ret = []
+  with open("/proc/interrupts") as f:
+    for l in f.readlines():
+      irq = l.split(':')[0].strip()
+      if irq.isdigit() and action in get_irq_action(irq):
+        ret.append(irq)
+  return ret
+
+# *** gpiochip ***
+
+class gpioevent_data(ctypes.Structure):
+  _fields_ = [
+    ("timestamp", ctypes.c_uint64),
+    ("id", ctypes.c_uint32),
+  ]
+
+class gpioevent_request(ctypes.Structure):
+  _fields_ = [
+    ("lineoffset", ctypes.c_uint32),
+    ("handleflags", ctypes.c_uint32),
+    ("eventflags", ctypes.c_uint32),
+    ("label", ctypes.c_char * 32),
+    ("fd", ctypes.c_int)
+  ]
+
+def gpiochip_get_ro_value_fd(label: str, gpiochip_id: int, pin: int) -> int:
+  GPIOEVENT_REQUEST_BOTH_EDGES = 0x3
+  GPIOHANDLE_REQUEST_INPUT = 0x1
+  GPIO_GET_LINEEVENT_IOCTL = 0xc030b404
+
+  rq = gpioevent_request()
+  rq.lineoffset = pin
+  rq.handleflags = GPIOHANDLE_REQUEST_INPUT
+  rq.eventflags = GPIOEVENT_REQUEST_BOTH_EDGES
+  rq.label = label.encode('utf-8')[:31] + b'\0'
+
+  fd = os.open(f"/dev/gpiochip{gpiochip_id}", os.O_RDONLY)
+  fcntl.ioctl(fd, GPIO_GET_LINEEVENT_IOCTL, rq)
+  os.close(fd)
+  return int(rq.fd)

iqpilot/common/gps.py

@@ -0,0 +1,8 @@
+from iqpilot.common.params import Params
+
+
+def get_gps_location_service(params: Params) -> str:
+  if params.get_bool("UbloxAvailable"):
+    return "gpsLocationExternal"
+  else:
+    return "gpsLocation"

iqpilot/common/i2c.py

@@ -0,0 +1,81 @@
+import os
+import fcntl
+import ctypes
+
+# I2C constants from /usr/include/linux/i2c-dev.h
+I2C_SLAVE = 0x0703
+I2C_SLAVE_FORCE = 0x0706
+I2C_SMBUS = 0x0720
+
+# SMBus transfer types
+I2C_SMBUS_READ = 1
+I2C_SMBUS_WRITE = 0
+I2C_SMBUS_BYTE_DATA = 2
+I2C_SMBUS_I2C_BLOCK_DATA = 8
+
+I2C_SMBUS_BLOCK_MAX = 32
+
+
+class _I2cSmbusData(ctypes.Union):
+  _fields_ = [
+    ("byte", ctypes.c_uint8),
+    ("word", ctypes.c_uint16),
+    ("block", ctypes.c_uint8 * (I2C_SMBUS_BLOCK_MAX + 2)),
+  ]
+
+
+class _I2cSmbusIoctlData(ctypes.Structure):
+  _fields_ = [
+    ("read_write", ctypes.c_uint8),
+    ("command", ctypes.c_uint8),
+    ("size", ctypes.c_uint32),
+    ("data", ctypes.POINTER(_I2cSmbusData)),
+  ]
+
+
+class SMBus:
+  def __init__(self, bus: int):
+    self._fd = os.open(f'/dev/i2c-{bus}', os.O_RDWR)
+
+  def __enter__(self) -> 'SMBus':
+    return self
+
+  def __exit__(self, *args) -> None:
+    self.close()
+
+  def close(self) -> None:
+    if hasattr(self, '_fd') and self._fd >= 0:
+      os.close(self._fd)
+      self._fd = -1
+
+  def _set_address(self, addr: int, force: bool = False) -> None:
+    ioctl_arg = I2C_SLAVE_FORCE if force else I2C_SLAVE
+    fcntl.ioctl(self._fd, ioctl_arg, addr)
+
+  def _smbus_access(self, read_write: int, command: int, size: int, data: _I2cSmbusData) -> None:
+    ioctl_data = _I2cSmbusIoctlData(read_write, command, size, ctypes.pointer(data))
+    fcntl.ioctl(self._fd, I2C_SMBUS, ioctl_data)
+
+  def read_byte_data(self, addr: int, register: int, force: bool = False) -> int:
+    self._set_address(addr, force)
+    data = _I2cSmbusData()
+    self._smbus_access(I2C_SMBUS_READ, register, I2C_SMBUS_BYTE_DATA, data)
+    return int(data.byte)
+
+  def write_byte_data(self, addr: int, register: int, value: int, force: bool = False) -> None:
+    self._set_address(addr, force)
+    data = _I2cSmbusData()
+    data.byte = value & 0xFF
+    self._smbus_access(I2C_SMBUS_WRITE, register, I2C_SMBUS_BYTE_DATA, data)
+
+  def read_i2c_block_data(self, addr: int, register: int, length: int, force: bool = False) -> list[int]:
+    self._set_address(addr, force)
+    if not (0 <= length <= I2C_SMBUS_BLOCK_MAX):
+      raise ValueError(f"length must be 0..{I2C_SMBUS_BLOCK_MAX}")
+
+    data = _I2cSmbusData()
+    data.block[0] = length
+    self._smbus_access(I2C_SMBUS_READ, register, I2C_SMBUS_I2C_BLOCK_DATA, data)
+    read_len = int(data.block[0]) or length
+    read_len = min(read_len, length)
+    return [int(b) for b in data.block[1 : read_len + 1]]

iqpilot/common/iq_perf.py

@@ -0,0 +1,187 @@
+#!/usr/bin/env python3
+from __future__ import annotations
+
+import time
+from collections import deque
+from dataclasses import dataclass
+from typing import Any
+
+import iqpilot.cereal.messaging as messaging
+from iqpilot.cereal import custom
+from iqpilot.common.swaglog import cloudlog
+
+
+TRACE_SERVICE = "iqPerfTrace"
+MAX_TRACE_SAMPLES = 16
+_SHARED_PM: messaging.PubMaster | None = None
+
+
+@dataclass(slots=True)
+class PerfSample:
+  frame_id: int = 0
+  loop_dt_us: int = 0
+  update_us: int = 0
+  state_control_us: int = 0
+  publish_us: int = 0
+  tail_work_us: int = 0
+  rk_remaining_us: int = 0
+  stale_carcontrol_us: int = 0
+  stale_carcontrol_frames: int = 0
+  sendcan_gap_us: int = 0
+  model_eval_us: int = 0
+  model_dropped_frames: int = 0
+  model_backlog: int = 0
+  texture_decode_us: int = 0
+  texture_upload_us: int = 0
+  texture_unload_us: int = 0
+  texture_prune_us: int = 0
+  texture_consume_us: int = 0
+  texture_batch_size: int = 0
+  texture_bytes: int = 0
+  texture_cache_before: int = 0
+  texture_cache_after: int = 0
+  texture_unloaded: int = 0
+  memory_usage_percent: int = 0
+  gpu_usage_percent: int = 0
+  cpu_usage_percent: int = 0
+  flags: int = 0
+
+
+class PerfTraceRing:
+  def __init__(self, size: int = MAX_TRACE_SAMPLES):
+    self._samples: deque[PerfSample] = deque(maxlen=size)
+
+  def push(self, sample: PerfSample) -> None:
+    self._samples.append(sample)
+
+  def snapshot(self) -> list[PerfSample]:
+    return list(self._samples)
+
+
+class PerfTraceEmitter:
+  _SEVERITY_MAP = {
+    "info": custom.IQPerfTrace.Severity.info,
+    "warning": custom.IQPerfTrace.Severity.warning,
+    "error": custom.IQPerfTrace.Severity.error,
+    "critical": custom.IQPerfTrace.Severity.critical,
+  }
+
+  def __init__(self, process_name: str, pubmaster: messaging.PubMaster | None = None):
+    self.process_name = process_name
+    self._pm: messaging.PubMaster | None = pubmaster
+    self._last_emit_mono: dict[str, float] = {}
+    self._disabled = False
+
+  def _pubmaster(self) -> messaging.PubMaster:
+    global _SHARED_PM
+    if self._pm is not None:
+      return self._pm
+    if _SHARED_PM is None:
+      _SHARED_PM = messaging.PubMaster([TRACE_SERVICE])
+    self._pm = _SHARED_PM
+    return self._pm
+
+  @staticmethod
+  def _clamp_uint(value: int, bits: int) -> int:
+    return max(0, min(value, (1 << bits) - 1))
+
+  @staticmethod
+  def _clamp_int(value: int, bits: int) -> int:
+    lo = -(1 << (bits - 1))
+    hi = (1 << (bits - 1)) - 1
+    return max(lo, min(value, hi))
+
+  def emit(self, event_class: str, *,
+           severity: str = "warning",
+           frame_id: int = 0,
+           total_time_us: int = 0,
+           rk_remaining_us: int = 0,
+           batch_size: int = 0,
+           dropped_frames: int = 0,
+           backlog: int = 0,
+           flags: int = 0,
+           samples: list[PerfSample] | None = None,
+           missing_services: list[str] | None = None,
+           top_processes: list[str] | None = None,
+           detail: str = "",
+           min_interval_s: float = 0.0,
+           mirror_cloudlog: bool = True) -> bool:
+    if self._disabled:
+      return False
+    now = time.monotonic()
+    last_emit = self._last_emit_mono.get(event_class, 0.0)
+    if min_interval_s > 0.0 and (now - last_emit) < min_interval_s:
+      return False
+    self._last_emit_mono[event_class] = now
+
+    msg = messaging.new_message(TRACE_SERVICE)
+    trace = msg.iqPerfTrace
+    trace.process = self.process_name
+    trace.eventClass = event_class
+    trace.severity = self._SEVERITY_MAP.get(severity, custom.IQPerfTrace.Severity.warning)
+    trace.frameId = self._clamp_uint(int(frame_id), 32)
+    trace.totalTimeUs = self._clamp_uint(int(total_time_us), 32)
+    trace.rkRemainingUs = self._clamp_int(int(rk_remaining_us), 32)
+    trace.batchSize = self._clamp_uint(int(batch_size), 16)
+    trace.droppedFrames = self._clamp_uint(int(dropped_frames), 16)
+    trace.backlog = self._clamp_uint(int(backlog), 16)
+    trace.flags = self._clamp_uint(int(flags), 32)
+    trace.missingServices = list(missing_services or [])
+    trace.topProcesses = list(top_processes or [])
+    trace.detail = detail
+
+    trace_samples = samples or []
+    samples_builder = trace.init("samples", len(trace_samples))
+    for i, sample in enumerate(trace_samples):
+      builder = samples_builder[i]
+      builder.frameId = self._clamp_uint(int(sample.frame_id), 32)
+      builder.loopDtUs = self._clamp_uint(int(sample.loop_dt_us), 32)
+      builder.updateUs = self._clamp_uint(int(sample.update_us), 32)
+      builder.stateControlUs = self._clamp_uint(int(sample.state_control_us), 32)
+      builder.publishUs = self._clamp_uint(int(sample.publish_us), 32)
+      builder.tailWorkUs = self._clamp_uint(int(sample.tail_work_us), 32)
+      builder.rkRemainingUs = self._clamp_int(int(sample.rk_remaining_us), 32)
+      builder.staleCarControlUs = self._clamp_uint(int(sample.stale_carcontrol_us), 32)
+      builder.staleCarControlFrames = self._clamp_uint(int(sample.stale_carcontrol_frames), 16)
+      builder.sendcanGapUs = self._clamp_uint(int(sample.sendcan_gap_us), 32)
+      builder.modelEvalUs = self._clamp_uint(int(sample.model_eval_us), 32)
+      builder.modelDroppedFrames = self._clamp_uint(int(sample.model_dropped_frames), 16)
+      builder.modelBacklog = self._clamp_uint(int(sample.model_backlog), 16)
+      builder.textureDecodeUs = self._clamp_uint(int(sample.texture_decode_us), 32)
+      builder.textureUploadUs = self._clamp_uint(int(sample.texture_upload_us), 32)
+      builder.textureUnloadUs = self._clamp_uint(int(sample.texture_unload_us), 32)
+      builder.texturePruneUs = self._clamp_uint(int(sample.texture_prune_us), 32)
+      builder.textureConsumeUs = self._clamp_uint(int(sample.texture_consume_us), 32)
+      builder.textureBatchSize = self._clamp_uint(int(sample.texture_batch_size), 16)
+      builder.textureBytes = self._clamp_uint(int(sample.texture_bytes), 32)
+      builder.textureCacheBefore = self._clamp_uint(int(sample.texture_cache_before), 16)
+      builder.textureCacheAfter = self._clamp_uint(int(sample.texture_cache_after), 16)
+      builder.textureUnloaded = self._clamp_uint(int(sample.texture_unloaded), 16)
+      builder.memoryUsagePercent = self._clamp_uint(int(sample.memory_usage_percent), 16)
+      builder.gpuUsagePercent = self._clamp_uint(int(sample.gpu_usage_percent), 16)
+      builder.cpuUsagePercent = self._clamp_uint(int(sample.cpu_usage_percent), 16)
+      builder.flags = self._clamp_uint(int(sample.flags), 32)
+
+    try:
+      self._pubmaster().send(TRACE_SERVICE, msg)
+    except messaging.MultiplePublishersError:
+      self._disabled = True
+      cloudlog.error(f"iq_perf_trace disabled for {self.process_name}: duplicate publisher for {TRACE_SERVICE}")
+      return False
+    except Exception:
+      cloudlog.exception(f"iq_perf_trace publish failed for {self.process_name}")
+      return False
+
+    if mirror_cloudlog:
+      cloudlog.event(
+        "iq_perf_trace",
+        process=self.process_name,
+        event_class=event_class,
+        severity=severity,
+        frame_id=int(frame_id),
+        total_time_us=int(total_time_us),
+        dropped_frames=int(dropped_frames),
+        flags=int(flags),
+        detail=detail,
+      )
+    return True

iqpilot/common/issue_debug.py

@@ -0,0 +1,44 @@
+import os
+import threading
+import time
+from datetime import datetime
+from pathlib import Path
+
+from iqpilot.system.hardware import PC
+from iqpilot.system.hardware.hw import Paths
+
+
+DEBUG_FILENAME = "iqpilot_issue_debug.txt"
+DEBUG_PATH = Path(Paths.comma_home()) / "community" / DEBUG_FILENAME if PC else Path("/data/community") / DEBUG_FILENAME
+
+_lock = threading.Lock()
+_last_log_times: dict[str, float] = {}
+
+
+def log_issue(tag: str, message: str) -> None:
+  try:
+    DEBUG_PATH.parent.mkdir(parents=True, exist_ok=True)
+    with _lock:
+      with open(DEBUG_PATH, "a", encoding="utf-8") as f:
+        timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S.%f")[:-3]
+        f.write(f"[{timestamp}] [{tag}] {message}\n")
+  except OSError:
+    pass
+
+
+def log_issue_limited(key: str, tag: str, message: str, interval_sec: float = 1.0) -> None:
+  now = time.monotonic()
+  with _lock:
+    last = _last_log_times.get(key, 0.0)
+    if now - last < interval_sec:
+      return
+    _last_log_times[key] = now
+
+  log_issue(tag, message)
+
+
+def clear_issue_debug_log() -> None:
+  try:
+    os.remove(DEBUG_PATH)
+  except OSError:
+    pass

iqpilot/common/k3_slc_log.py

@@ -0,0 +1,15 @@
+from datetime import datetime
+
+from iqpilot.common.swaglog import cloudlog
+
+K3_SLC_LOG_FILE = "/data/openpilot/k3_slc.txt"
+
+
+def k3_slc_log(message: str) -> None:
+  try:
+    with open(K3_SLC_LOG_FILE, "a") as f:
+      timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S.%f")[:-3]
+      f.write(f"[{timestamp}] {message}\n")
+      f.flush()
+  except Exception as e:
+    cloudlog.error(f"[K3_SLC] Failed to write debug log: {e}")

iqpilot/common/logging_extra.py

@@ -0,0 +1,249 @@
+import io
+import os
+import sys
+import copy
+import json
+import time
+import uuid
+import socket
+import logging
+import traceback
+import numpy as np
+from threading import local
+from collections import OrderedDict
+from contextlib import contextmanager
+
+LOG_TIMESTAMPS = "LOG_TIMESTAMPS" in os.environ
+
+def json_handler(obj):
+  if isinstance(obj, np.bool_):
+    return bool(obj)
+  # if isinstance(obj, (datetime.date, datetime.time)):
+  #   return obj.isoformat()
+  return repr(obj)
+
+def json_robust_dumps(obj):
+  return json.dumps(obj, default=json_handler)
+
+class NiceOrderedDict(OrderedDict):
+  def __str__(self):
+    return json_robust_dumps(self)
+
+class SwagFormatter(logging.Formatter):
+  def __init__(self, swaglogger):
+    logging.Formatter.__init__(self, None, '%a %b %d %H:%M:%S %Z %Y')
+
+    self.swaglogger = swaglogger
+    self.host = socket.gethostname()
+
+  def format_dict(self, record):
+    record_dict = NiceOrderedDict()
+
+    if isinstance(record.msg, dict):
+      record_dict['msg'] = record.msg
+    else:
+      try:
+        record_dict['msg'] = record.getMessage()
+      except (ValueError, TypeError):
+        record_dict['msg'] = [record.msg]+record.args
+
+    record_dict['ctx'] = self.swaglogger.get_ctx()
+
+    if record.exc_info:
+      record_dict['exc_info'] = self.formatException(record.exc_info)
+
+    record_dict['level'] = record.levelname
+    record_dict['levelnum'] = record.levelno
+    record_dict['name'] = record.name
+    record_dict['filename'] = record.filename
+    record_dict['lineno'] = record.lineno
+    record_dict['pathname'] = record.pathname
+    record_dict['module'] = record.module
+    record_dict['funcName'] = record.funcName
+    record_dict['host'] = self.host
+    record_dict['process'] = record.process
+    record_dict['thread'] = record.thread
+    record_dict['threadName'] = record.threadName
+    record_dict['created'] = record.created
+
+    return record_dict
+
+  def format(self, record):
+    if self.swaglogger is None:
+      raise Exception("must set swaglogger before calling format()")
+    return json_robust_dumps(self.format_dict(record))
+
+class SwagLogFileFormatter(SwagFormatter):
+  def fix_kv(self, k, v):
+    # append type to names to preserve legacy naming in logs
+    # avoids overlapping key namespaces with different types
+    # e.g. log.info() creates 'msg' -> 'msg$s'
+    #      log.event() creates 'msg.health.logMonoTime' -> 'msg.health.logMonoTime$i'
+    #      because overlapping namespace 'msg' caused problems
+    if isinstance(v, (str, bytes)):
+      k += "$s"
+    elif isinstance(v, float):
+      k += "$f"
+    elif isinstance(v, bool):
+      k += "$b"
+    elif isinstance(v, int):
+      k += "$i"
+    elif isinstance(v, dict):
+      nv = {}
+      for ik, iv in v.items():
+        ik, iv = self.fix_kv(ik, iv)
+        nv[ik] = iv
+      v = nv
+    elif isinstance(v, list):
+      k += "$a"
+    return k, v
+
+  def format(self, record):
+    if isinstance(record, str):
+      v = json.loads(record)
+    else:
+      v = self.format_dict(record)
+
+    mk, mv = self.fix_kv('msg', v['msg'])
+    del v['msg']
+    v[mk] = mv
+    v['id'] = uuid.uuid4().hex
+
+    return json_robust_dumps(v)
+
+class SwagErrorFilter(logging.Filter):
+  def filter(self, record):
+    return record.levelno < logging.ERROR
+
+def _tmpfunc():
+  return 0
+
+def _srcfile():
+  return os.path.normcase(_tmpfunc.__code__.co_filename)
+
+class SwagLogger(logging.Logger):
+  def __init__(self):
+    logging.Logger.__init__(self, "swaglog")
+
+    self.global_ctx = {}
+
+    self.log_local = local()
+    self.log_local.ctx = {}
+
+  def local_ctx(self):
+    try:
+      return self.log_local.ctx
+    except AttributeError:
+      self.log_local.ctx = {}
+      return self.log_local.ctx
+
+  def get_ctx(self):
+    return dict(self.local_ctx(), **self.global_ctx)
+
+  @contextmanager
+  def ctx(self, **kwargs):
+    old_ctx = self.local_ctx()
+    self.log_local.ctx = copy.copy(old_ctx) or {}
+    self.log_local.ctx.update(kwargs)
+    try:
+      yield
+    finally:
+      self.log_local.ctx = old_ctx
+
+  def bind(self, **kwargs):
+    self.local_ctx().update(kwargs)
+
+  def bind_global(self, **kwargs):
+    self.global_ctx.update(kwargs)
+
+  def event(self, event, *args, **kwargs):
+    evt = NiceOrderedDict()
+    evt['event'] = event
+    if args:
+      evt['args'] = args
+    evt.update(kwargs)
+    if 'error' in kwargs:
+      self.error(evt)
+    elif 'debug' in kwargs:
+      self.debug(evt)
+    else:
+      self.info(evt)
+
+  def timestamp(self, event_name):
+    if LOG_TIMESTAMPS:
+      t = time.monotonic()
+      tstp = NiceOrderedDict()
+      tstp['timestamp'] = NiceOrderedDict()
+      tstp['timestamp']["event"] = event_name
+      tstp['timestamp']["time"] = t*1e9
+      self.debug(tstp)
+
+  def findCaller(self, stack_info=False, stacklevel=1):
+    """
+    Find the stack frame of the caller so that we can note the source
+    file name, line number and function name.
+    """
+    f = sys._getframe(3)
+    #On some versions of IronPython, currentframe() returns None if
+    #IronPython isn't run with -X:Frames.
+    if f is not None:
+      f = f.f_back
+    orig_f = f
+    while f and stacklevel > 1:
+      f = f.f_back
+      stacklevel -= 1
+    if not f:
+      f = orig_f
+    rv = "(unknown file)", 0, "(unknown function)", None
+    while hasattr(f, "f_code"):
+      co = f.f_code
+      filename = os.path.normcase(co.co_filename)
+
+      if filename == _srcfile:
+        f = f.f_back
+        continue
+      sinfo = None
+      if stack_info:
+        sio = io.StringIO()
+        sio.write('Stack (most recent call last):\n')
+        traceback.print_stack(f, file=sio)
+        sinfo = sio.getvalue()
+        if sinfo[-1] == '\n':
+          sinfo = sinfo[:-1]
+        sio.close()
+      rv = (co.co_filename, f.f_lineno, co.co_name, sinfo)
+      break
+    return rv
+
+if __name__ == "__main__":
+  log = SwagLogger()
+
+  stdout_handler = logging.StreamHandler(sys.stdout)
+  stdout_handler.setLevel(logging.INFO)
+  stdout_handler.addFilter(SwagErrorFilter())
+  log.addHandler(stdout_handler)
+
+  stderr_handler = logging.StreamHandler(sys.stderr)
+  stderr_handler.setLevel(logging.ERROR)
+  log.addHandler(stderr_handler)
+
+  log.info("asdasd %s", "a")
+  log.info({'wut': 1})
+  log.warning("warning")
+  log.error("error")
+  log.critical("critical")
+  log.event("test", x="y")
+
+  with log.ctx():
+    stdout_handler.setFormatter(SwagFormatter(log))
+    stderr_handler.setFormatter(SwagFormatter(log))
+    log.bind(user="some user")
+    log.info("in req")
+    print("")
+    log.warning("warning")
+    print("")
+    log.error("error")
+    print("")
+    log.critical("critical")
+    print("")
+    log.event("do_req", a=1, b="c")

iqpilot/common/markdown.py

@@ -0,0 +1,45 @@
+HTML_REPLACEMENTS = [
+  (r'&', r'&'),
+  (r'"', r'"'),
+]
+
+def parse_markdown(text: str, tab_length: int = 2) -> str:
+  lines = text.split("\n")
+  output: list[str] = []
+  list_level = 0
+
+  def end_outstanding_lists(level: int, end_level: int) -> int:
+    while level > end_level:
+      level -= 1
+      output.append("</ul>")
+      if level > 0:
+        output.append("</li>")
+    return end_level
+
+  for i, line in enumerate(lines):
+    if i + 1 < len(lines) and lines[i + 1].startswith("==="):  # heading
+      output.append(f"<h1>{line}</h1>")
+    elif line.startswith("==="):
+      pass
+    elif line.lstrip().startswith("* "):  # list
+      line_level = 1 + line.count(" " * tab_length, 0, line.index("*"))
+      if list_level >= line_level:
+        list_level = end_outstanding_lists(list_level, line_level)
+      else:
+        list_level += 1
+        if list_level > 1:
+          output[-1] = output[-1].replace("</li>", "")
+        output.append("<ul>")
+      output.append(f"<li>{line.replace('*', '', 1).lstrip()}</li>")
+    else:
+      list_level = end_outstanding_lists(list_level, 0)
+      if len(line) > 0:
+        output.append(line)
+
+  end_outstanding_lists(list_level, 0)
+  output_str = "\n".join(output) + "\n"
+
+  for (fr, to) in HTML_REPLACEMENTS:
+    output_str = output_str.replace(fr, to)
+
+  return output_str

iqpilot/common/mat.h

@@ -0,0 +1,85 @@
+#pragma once
+
+typedef struct vec3 {
+  float v[3];
+} vec3;
+
+typedef struct vec4 {
+  float v[4];
+} vec4;
+
+typedef struct mat3 {
+  float v[3*3];
+} mat3;
+
+typedef struct mat4 {
+  float v[4*4];
+} mat4;
+
+static inline mat3 matmul3(const mat3 &a, const mat3 &b) {
+  mat3 ret = {{0.0}};
+  for (int r=0; r<3; r++) {
+    for (int c=0; c<3; c++) {
+      float v = 0.0;
+      for (int k=0; k<3; k++) {
+        v += a.v[r*3+k] * b.v[k*3+c];
+      }
+      ret.v[r*3+c] = v;
+    }
+  }
+  return ret;
+}
+
+static inline vec3 matvecmul3(const mat3 &a, const vec3 &b) {
+  vec3 ret = {{0.0}};
+  for (int r=0; r<3; r++) {
+    for (int c=0; c<3; c++) {
+      ret.v[r] += a.v[r*3+c] * b.v[c];
+    }
+  }
+  return ret;
+}
+
+static inline mat4 matmul(const mat4 &a, const mat4 &b) {
+  mat4 ret = {{0.0}};
+  for (int r=0; r<4; r++) {
+    for (int c=0; c<4; c++) {
+      float v = 0.0;
+      for (int k=0; k<4; k++) {
+        v += a.v[r*4+k] * b.v[k*4+c];
+      }
+      ret.v[r*4+c] = v;
+    }
+  }
+  return ret;
+}
+
+static inline vec4 matvecmul(const mat4 &a, const vec4 &b) {
+  vec4 ret = {{0.0}};
+  for (int r=0; r<4; r++) {
+    for (int c=0; c<4; c++) {
+      ret.v[r] += a.v[r*4+c] * b.v[c];
+    }
+  }
+  return ret;
+}
+
+// scales the input and output space of a transformation matrix
+// that assumes pixel-center origin.
+static inline mat3 transform_scale_buffer(const mat3 &in, float s) {
+  // in_pt = ( transform(out_pt/s + 0.5) - 0.5) * s
+
+  mat3 transform_out = {{
+    1.0f/s, 0.0f, 0.5f,
+    0.0f, 1.0f/s, 0.5f,
+    0.0f, 0.0f, 1.0f,
+  }};
+
+  mat3 transform_in = {{
+    s,  0.0f, -0.5f*s,
+    0.0f, s, -0.5f*s,
+    0.0f, 0.0f, 1.0f,
+  }};
+
+  return matmul3(transform_in, matmul3(in, transform_out));
+}

iqpilot/common/mock/__init__.py

@@ -0,0 +1,50 @@
+"""
+Utilities for generating mock messages for testing.
+example in common/tests/test_mock.py
+"""
+
+
+import functools
+import threading
+from iqpilot.cereal.messaging import PubMaster
+from iqpilot.cereal.services import SERVICE_LIST
+from iqpilot.common.mock.generators import generate_deviceMotion
+from iqpilot.common.realtime import Ratekeeper
+
+
+MOCK_GENERATOR = {
+  "deviceMotion": generate_deviceMotion
+}
+
+
+def generate_messages_loop(services: list[str], done: threading.Event):
+  pm = PubMaster(services)
+  rk = Ratekeeper(100)
+  i = 0
+  while not done.is_set():
+    for s in services:
+      should_send = i % (100/SERVICE_LIST[s].frequency) == 0
+      if should_send:
+        message = MOCK_GENERATOR[s]()
+        pm.send(s, message)
+    i += 1
+    rk.keep_time()
+
+
+def mock_messages(services: list[str] | str):
+  if isinstance(services, str):
+    services = [services]
+
+  def decorator(func):
+    @functools.wraps(func)
+    def wrapper(*args, **kwargs):
+      done = threading.Event()
+      t = threading.Thread(target=generate_messages_loop, args=(services, done))
+      t.start()
+      try:
+        return func(*args, **kwargs)
+      finally:
+        done.set()
+        t.join()
+    return wrapper
+  return decorator

iqpilot/common/mock/generators.py

@@ -0,0 +1,14 @@
+from iqpilot.cereal import messaging
+
+
+def generate_deviceMotion():
+  msg = messaging.new_message('deviceMotion')
+  meas = {'x': 0.0, 'y': 0.0, 'z': 0.0, 'xStd': 0.0, 'yStd': 0.0, 'zStd': 0.0, 'valid': True}
+  msg.deviceMotion.orientationNED = meas
+  msg.deviceMotion.velocityDevice = meas
+  msg.deviceMotion.angularVelocityDevice = meas
+  msg.deviceMotion.accelerationDevice = meas
+  msg.deviceMotion.inputsOK = True
+  msg.deviceMotion.posenetOK = True
+  msg.deviceMotion.sensorsOK = True
+  return msg

iqpilot/common/model.h

@@ -0,0 +1 @@
+#define DEFAULT_MODEL "Default Model"

iqpilot/common/params.cc

@@ -0,0 +1,242 @@
+#include "common/params.h"
+
+#include <dirent.h>
+#include <sys/file.h>
+
+#include <algorithm>
+#include <cassert>
+#include <csignal>
+#include <unordered_map>
+
+#include "common/params_keys.h"
+#include "common/queue.h"
+#include "common/swaglog.h"
+#include "common/util.h"
+#include "system/hardware/hw.h"
+
+namespace {
+
+volatile sig_atomic_t params_do_exit = 0;
+void params_sig_handler(int signal) {
+  params_do_exit = 1;
+}
+
+int fsync_dir(const std::string &path) {
+  int result = -1;
+  int fd = HANDLE_EINTR(open(path.c_str(), O_RDONLY, 0755));
+  if (fd >= 0) {
+    result = HANDLE_EINTR(fsync(fd));
+    HANDLE_EINTR(close(fd));
+  }
+  return result;
+}
+
+bool create_params_path(const std::string &param_path, const std::string &key_path) {
+  // Make sure params path exists
+  if (!util::file_exists(param_path) && !util::create_directories(param_path, 0775)) {
+    return false;
+  }
+
+  // See if the symlink exists, otherwise create it
+  if (!util::file_exists(key_path)) {
+    // 1) Create temp folder
+    // 2) Symlink it to temp link
+    // 3) Move symlink to <params>/d
+
+    std::string tmp_path = param_path + "/.tmp_XXXXXX";
+    // this should be OK since mkdtemp just replaces characters in place
+    char *tmp_dir = mkdtemp((char *)tmp_path.c_str());
+    if (tmp_dir == NULL) {
+      return false;
+    }
+
+    std::string link_path = std::string(tmp_dir) + ".link";
+    if (symlink(tmp_dir, link_path.c_str()) != 0) {
+      return false;
+    }
+
+    // don't return false if it has been created by other
+    if (rename(link_path.c_str(), key_path.c_str()) != 0 && errno != EEXIST) {
+      return false;
+    }
+  }
+
+  return true;
+}
+
+std::string ensure_params_path(const std::string &prefix, const std::string &path = {}) {
+  std::string params_path = path.empty() ? Path::params() : path;
+  if (!create_params_path(params_path, params_path + prefix)) {
+    throw std::runtime_error(util::string_format(
+        "Failed to ensure params path, errno=%d, path=%s, param_prefix=%s",
+        errno, params_path.c_str(), prefix.c_str()));
+  }
+  return params_path;
+}
+
+class FileLock {
+public:
+  FileLock(const std::string &fn) {
+    fd_ = HANDLE_EINTR(open(fn.c_str(), O_CREAT, 0775));
+    if (fd_ < 0 || HANDLE_EINTR(flock(fd_, LOCK_EX)) < 0) {
+      LOGE("Failed to lock file %s, errno=%d", fn.c_str(), errno);
+    }
+  }
+  ~FileLock() { close(fd_); }
+
+private:
+  int fd_ = -1;
+};
+
+} // namespace
+
+
+Params::Params(const std::string &path) {
+  params_prefix = "/" + util::getenv("OPENPILOT_PREFIX", "d");
+  params_path = ensure_params_path(params_prefix, path);
+}
+
+Params::~Params() {
+  if (future.valid()) {
+    future.wait();
+  }
+  assert(queue.empty());
+}
+
+std::vector<std::string> Params::allKeys() const {
+  std::vector<std::string> ret;
+  for (auto &p : keys) {
+    ret.push_back(p.first);
+  }
+  return ret;
+}
+
+bool Params::checkKey(const std::string &key) {
+  return keys.find(key) != keys.end();
+}
+
+ParamKeyFlag Params::getKeyFlag(const std::string &key) {
+  return static_cast<ParamKeyFlag>(keys[key].flags);
+}
+
+ParamKeyType Params::getKeyType(const std::string &key) {
+  return keys[key].type;
+}
+
+std::optional<std::string> Params::getKeyDefaultValue(const std::string &key) {
+  return keys[key].default_value;
+}
+
+int Params::put(const char* key, const char* value, size_t value_size) {
+  // Information about safely and atomically writing a file: https://lwn.net/Articles/457667/
+  // 1) Create temp file
+  // 2) Write data to temp file
+  // 3) fsync() the temp file
+  // 4) rename the temp file to the real name
+  // 5) fsync() the containing directory
+  std::string tmp_path = params_path + "/.tmp_value_XXXXXX";
+  int tmp_fd = mkstemp((char*)tmp_path.c_str());
+  if (tmp_fd < 0) return -1;
+
+  int result = -1;
+  do {
+    // Write value to temp.
+    ssize_t bytes_written = HANDLE_EINTR(write(tmp_fd, value, value_size));
+    if (bytes_written < 0 || (size_t)bytes_written != value_size) {
+      result = -20;
+      break;
+    }
+
+    // fsync to force persist the changes.
+    if ((result = HANDLE_EINTR(fsync(tmp_fd))) < 0) break;
+
+    FileLock file_lock(params_path + "/.lock");
+
+    // Move temp into place.
+    if ((result = rename(tmp_path.c_str(), getParamPath(key).c_str())) < 0) break;
+
+    // fsync parent directory
+    result = fsync_dir(getParamPath());
+  } while (false);
+
+  close(tmp_fd);
+  if (result != 0) {
+    ::unlink(tmp_path.c_str());
+  }
+  return result;
+}
+
+int Params::remove(const std::string &key) {
+  FileLock file_lock(params_path + "/.lock");
+  int result = unlink(getParamPath(key).c_str());
+  if (result != 0) {
+    return result;
+  }
+  return fsync_dir(getParamPath());
+}
+
+std::string Params::get(const std::string &key, bool block) {
+  if (!block) {
+    return util::read_file(getParamPath(key));
+  } else {
+    // blocking read until successful
+    params_do_exit = 0;
+    void (*prev_handler_sigint)(int) = std::signal(SIGINT, params_sig_handler);
+    void (*prev_handler_sigterm)(int) = std::signal(SIGTERM, params_sig_handler);
+
+    std::string value;
+    while (!params_do_exit) {
+      if (value = util::read_file(getParamPath(key)); !value.empty()) {
+        break;
+      }
+      util::sleep_for(100);  // 0.1 s
+    }
+
+    std::signal(SIGINT, prev_handler_sigint);
+    std::signal(SIGTERM, prev_handler_sigterm);
+    return value;
+  }
+}
+
+std::map<std::string, std::string> Params::readAll() {
+  FileLock file_lock(params_path + "/.lock");
+  return util::read_files_in_dir(getParamPath());
+}
+
+void Params::clearAll(ParamKeyFlag key_flag) {
+  FileLock file_lock(params_path + "/.lock");
+
+  // 1) delete params of key_flag
+  // 2) delete files that are not defined in the keys.
+  if (DIR *d = opendir(getParamPath().c_str())) {
+    struct dirent *de = NULL;
+    while ((de = readdir(d))) {
+      if (de->d_type != DT_DIR) {
+        auto it = keys.find(de->d_name);
+        if (it == keys.end() || (it->second.flags & key_flag)) {
+          unlink(getParamPath(de->d_name).c_str());
+        }
+      }
+    }
+    closedir(d);
+  }
+
+  fsync_dir(getParamPath());
+}
+
+void Params::putNonBlocking(const std::string &key, const std::string &val) {
+   queue.push(std::make_pair(key, val));
+  // start thread on demand
+  if (!future.valid() || future.wait_for(std::chrono::milliseconds(0)) == std::future_status::ready) {
+    future = std::async(std::launch::async, &Params::asyncWriteThread, this);
+  }
+}
+
+void Params::asyncWriteThread() {
+  // TODO: write the latest one if a key has multiple values in the queue.
+  std::pair<std::string, std::string> p;
+  while (queue.try_pop(p, 0)) {
+    // Params::put is Thread-Safe
+    put(p.first, p.second);
+  }
+}

iqpilot/common/params.h

@@ -0,0 +1,112 @@
+#pragma once
+
+#include <future>
+#include <map>
+#include <optional>
+#include <string>
+#include <tuple>
+#include <utility>
+#include <vector>
+
+#include "common/queue.h"
+
+enum ParamKeyFlag {
+  PERSISTENT = 0x02,
+  CLEAR_ON_MANAGER_START = 0x04,
+  CLEAR_ON_ONROAD_TRANSITION = 0x08,
+  CLEAR_ON_OFFROAD_TRANSITION = 0x10,
+  DONT_LOG = 0x20,
+  DEVELOPMENT_ONLY = 0x40,
+  CLEAR_ON_IGNITION_ON = 0x80,
+  ALL = 0xFFFFFFFF
+};
+
+enum ParamKeyType {
+  STRING = 0, // must be utf-8 decodable
+  BOOL = 1,
+  INT = 2,
+  FLOAT = 3,
+  TIME = 4, // ISO 8601
+  JSON = 5,
+  BYTES = 6
+};
+
+struct ParamKeyAttributes {
+  uint32_t flags;
+  ParamKeyType type;
+  std::optional<std::string> default_value = std::nullopt;
+};
+
+class Params {
+public:
+  explicit Params(const std::string &path = {});
+  ~Params();
+  // Not copyable.
+  Params(const Params&) = delete;
+  Params& operator=(const Params&) = delete;
+
+  std::vector<std::string> allKeys() const;
+  bool checkKey(const std::string &key);
+  ParamKeyFlag getKeyFlag(const std::string &key);
+  ParamKeyType getKeyType(const std::string &key);
+  std::optional<std::string> getKeyDefaultValue(const std::string &key);
+  inline std::string getParamPath(const std::string &key = {}) {
+    return params_path + params_prefix + (key.empty() ? "" : "/" + key);
+  }
+
+  // Delete a value
+  int remove(const std::string &key);
+  void clearAll(ParamKeyFlag flag);
+
+  // helpers for reading values
+  std::string get(const std::string &key, bool block = false);
+  inline bool getBool(const std::string &key, bool block = false) {
+    return get(key, block) == "1";
+  }
+  inline int getInt(const std::string &key, bool block = false) {
+    std::string value = get(key, block);
+    return value.empty() ? 0 : std::stoi(value);
+  }
+  inline float getFloat(const std::string &key, bool block = false) {
+    std::string value = get(key, block);
+    return value.empty() ? 0.0F : std::stof(value);
+  }
+  std::map<std::string, std::string> readAll();
+
+  // helpers for writing values
+  int put(const char *key, const char *val, size_t value_size);
+  inline int put(const std::string &key, const std::string &val) {
+    return put(key.c_str(), val.data(), val.size());
+  }
+  inline int putBool(const std::string &key, bool val) {
+    return put(key.c_str(), val ? "1" : "0", 1);
+  }
+  inline int putInt(const std::string &key, int val) {
+    const std::string value = std::to_string(val);
+    return put(key.c_str(), value.c_str(), value.size());
+  }
+  inline int putFloat(const std::string &key, float val) {
+    const std::string value = std::to_string(val);
+    return put(key.c_str(), value.c_str(), value.size());
+  }
+  void putNonBlocking(const std::string &key, const std::string &val);
+  inline void putBoolNonBlocking(const std::string &key, bool val) {
+    putNonBlocking(key, val ? "1" : "0");
+  }
+  inline void putIntNonBlocking(const std::string &key, int val) {
+    putNonBlocking(key, std::to_string(val));
+  }
+  inline void putFloatNonBlocking(const std::string &key, float val) {
+    putNonBlocking(key, std::to_string(val));
+  }
+
+private:
+  void asyncWriteThread();
+
+  std::string params_path;
+  std::string params_prefix;
+
+  // for nonblocking write
+  std::future<void> future;
+  SafeQueue<std::pair<std::string, std::string>> queue;
+};

iqpilot/common/params.py

@@ -0,0 +1,158 @@
+try:
+  from iqpilot.common.params_pyx import Params, ParamKeyFlag, ParamKeyType, UnknownKeyName
+except ImportError:
+  import datetime
+  import os
+  import threading
+  from enum import IntEnum, IntFlag
+
+  class UnknownKeyName(Exception):
+    pass
+
+  class ParamKeyFlag(IntFlag):
+    # must stay in lockstep with enum ParamKeyFlag in common/params.h
+    PERSISTENT = 0x02
+    CLEAR_ON_MANAGER_START = 0x04
+    CLEAR_ON_ONROAD_TRANSITION = 0x08
+    CLEAR_ON_OFFROAD_TRANSITION = 0x10
+    DONT_LOG = 0x20
+    DEVELOPMENT_ONLY = 0x40
+    CLEAR_ON_IGNITION_ON = 0x80
+    ALL = 0xFFFFFFFF
+
+  class ParamKeyType(IntEnum):
+    STRING = 0
+    BOOL = 1
+    INT = 2
+    FLOAT = 3
+    TIME = 4
+    JSON = 5
+    BYTES = 6
+
+  class Params:
+    def __init__(self, path: str = ""):
+      if path:
+        root = path
+      else:
+        from iqpilot.system.hardware.hw import Paths
+        root = Paths.params()
+      self._d = os.path.join(root, os.environ.get("OPENPILOT_PREFIX", "d"))
+      self._lock = threading.Lock()
+
+    def _p(self, key):
+      if isinstance(key, bytes):
+        key = key.decode()
+      return os.path.join(self._d, key)
+
+    def check_key(self, key):
+      return True
+
+    def get(self, key, block: bool = False, return_default: bool = False, encoding=None):
+      try:
+        with open(self._p(key), "rb") as f:
+          dat = f.read()
+      except (FileNotFoundError, NotADirectoryError, IsADirectoryError):
+        return None
+      if encoding is not None:
+        return dat.decode(encoding)
+      # params_pyx returns string-typed values decoded; default to utf-8, fall back to raw bytes
+      try:
+        return dat.decode("utf-8")
+      except UnicodeDecodeError:
+        return dat
+
+    def get_bool(self, key, block: bool = False) -> bool:
+      try:
+        with open(self._p(key), "rb") as f:
+          return f.read() == b"1"
+      except (FileNotFoundError, NotADirectoryError, IsADirectoryError):
+        return False
+
+    def get_int(self, key, block: bool = False) -> int:
+      value = self.get(key, block=block)
+      return int(value) if value else 0
+
+    def get_float(self, key, block: bool = False) -> float:
+      value = self.get(key, block=block)
+      return float(value) if value else 0.0
+
+    def put(self, key, dat):
+      if isinstance(dat, datetime.datetime):
+        dat = dat.isoformat()
+      if isinstance(dat, (int, float)):
+        # Params are strings on disk and half the fleet's writers spell numeric
+        # puts as put(key, int). Letting that reach f.write() raises
+        # "a bytes-like object is required" -- which, when the writer sits in a
+        # connection's recv loop (hephaestusd's ping handler), tears down the
+        # transport on the first server ping and flaps the device offline on a
+        # timer. A params write must not be able to do that: coerce losslessly.
+        dat = str(dat)
+      if isinstance(dat, str):
+        dat = dat.encode("utf-8")
+      with self._lock:
+        os.makedirs(self._d, exist_ok=True)
+        p = self._p(key)
+        tmp = p + ".tmp"
+        with open(tmp, "wb") as f:
+          f.write(dat)
+          f.flush()
+          os.fsync(f.fileno())
+        os.rename(tmp, p)
+
+    def put_bool(self, key, val: bool):
+      self.put(key, b"1" if val else b"0")
+
+    def put_int(self, key, val: int):
+      self.put(key, str(val))
+
+    def put_float(self, key, val: float):
+      self.put(key, str(val))
+
+    def put_nonblocking(self, key, dat):
+      self.put(key, dat)
+
+    def put_bool_nonblocking(self, key, val: bool):
+      self.put_bool(key, val)
+
+    def put_int_nonblocking(self, key, val: int):
+      self.put_int(key, val)
+
+    def put_float_nonblocking(self, key, val: float):
+      self.put_float(key, val)
+
+    def remove(self, key):
+      try:
+        os.remove(self._p(key))
+      except FileNotFoundError:
+        pass
+
+    def clear_all(self, tx_type=None):
+      pass
+
+    def get_param_path(self, key: str = "") -> str:
+      return self._p(key) if key else self._d
+
+    def all_keys(self):
+      try:
+        return [k.encode() for k in os.listdir(self._d)]
+      except FileNotFoundError:
+        return []
+
+assert Params
+assert ParamKeyFlag
+assert ParamKeyType
+assert UnknownKeyName
+
+if __name__ == "__main__":
+  import sys
+
+  params = Params()
+  key = sys.argv[1]
+  assert params.check_key(key), f"unknown param: {key}"
+
+  if len(sys.argv) == 3:
+    val = sys.argv[2]
+    print(f"SET: {key} = {val}")
+    params.put(key, val)
+  elif len(sys.argv) == 2:
+    print(f"GET: {key} = {params.get(key)}")

iqpilot/common/params_keys.h

@@ -0,0 +1,429 @@
+#pragma once
+
+#include <string>
+#include <unordered_map>
+
+#include "cereal/gen/cpp/log.capnp.h"
+
+inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
+    {"AccessToken", {CLEAR_ON_MANAGER_START | DONT_LOG, STRING}},
+    {"AdbEnabled", {PERSISTENT, BOOL}},
+    {"AlwaysOnDM", {PERSISTENT, BOOL}},
+    {"ApiCache_Device", {PERSISTENT, STRING}},
+    {"ApiCache_FirehoseStats", {PERSISTENT, JSON}},
+    {"AssistNowToken", {PERSISTENT, STRING}},
+    {"AthenadPid", {PERSISTENT, INT}},
+    {"AthenadUploadQueue", {PERSISTENT, JSON}},
+    {"AthenadRecentlyViewedRoutes", {PERSISTENT, STRING}},
+    {"BackupManagerK3_CreateBackup", {CLEAR_ON_MANAGER_START, BOOL}},
+    {"BackupManagerK3_RestoreVersion", {CLEAR_ON_MANAGER_START, STRING}},
+    {"BootCount", {PERSISTENT, INT}},
+    {"CalibrationParams", {PERSISTENT, BYTES}},
+    {"CameraDebugExpGain", {CLEAR_ON_MANAGER_START, STRING}},
+    {"CameraDebugExpTime", {CLEAR_ON_MANAGER_START, STRING}},
+    {"CanLiveStreaming", {CLEAR_ON_MANAGER_START, BOOL}},
+    {"CarBatteryCapacity", {PERSISTENT, INT}},
+    {"CarParams", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, BYTES}},
+    {"CarParamsCache", {CLEAR_ON_MANAGER_START, BYTES}},
+    {"CarParamsPersistent", {PERSISTENT, BYTES}},
+    {"CarParamsPrevRoute", {PERSISTENT, BYTES}},
+    {"CompletedTrainingVersion", {PERSISTENT, STRING, "0"}},
+    {"ControlsReady", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, BOOL}},
+    {"CurrentBootlog", {PERSISTENT, STRING}},
+    {"CurrentRoute", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, STRING}},
+    {"DisableLogging", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, BOOL}},
+    {"DisablePowerDown", {PERSISTENT, BOOL}},
+    {"DisableUpdates", {PERSISTENT, BOOL, "0"}},
+    {"UpdaterInstallMode", {PERSISTENT, STRING, "download_and_install"}},
+    {"DisengageOnAccelerator", {PERSISTENT, BOOL, "0"}},
+    {"DongleId", {PERSISTENT, STRING}},
+    {"DoReboot", {CLEAR_ON_MANAGER_START, BOOL}},
+    {"DevicePowerState", {CLEAR_ON_MANAGER_START, STRING}},
+    {"DoShutdown", {CLEAR_ON_MANAGER_START, BOOL}},
+    {"DoUninstall", {CLEAR_ON_MANAGER_START, BOOL}},
+    {"DriverTooDistracted", {CLEAR_ON_MANAGER_START | CLEAR_ON_IGNITION_ON, BOOL}},
+    {"AlphaLongitudinalEnabled", {PERSISTENT, BOOL}},
+    {"ExperimentalMode", {PERSISTENT, BOOL}},
+    {"ExperimentalModeConfirmed", {PERSISTENT, BOOL}},
+    {"FastSleep", {PERSISTENT, BOOL}},
+    {"FirmwareQueryDone", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, BOOL}},
+    {"ForcePowerDown", {PERSISTENT, BOOL}},
+    {"GitAuthBlob", {PERSISTENT, BYTES}},
+    {"GitBranch", {PERSISTENT, STRING}},
+    {"GitCommit", {PERSISTENT, STRING}},
+    {"GitCommitDate", {PERSISTENT, STRING}},
+    {"GitDiff", {PERSISTENT, STRING}},
+    {"GithubSshKeys", {PERSISTENT, STRING}},
+    {"GithubUsername", {PERSISTENT, STRING}},
+    {"GitRemote", {PERSISTENT, STRING}},
+    {"GsmApn", {PERSISTENT, STRING}},
+    {"GsmMetered", {PERSISTENT, BOOL, "1"}},
+    {"GsmRoaming", {PERSISTENT, BOOL}},
+    {"HardwareSerial", {PERSISTENT, STRING}},
+    {"HasAcceptedTerms", {PERSISTENT, STRING, "0"}},
+    {"HephaestusdPid", {PERSISTENT, INT}},
+    {"InstallDate", {PERSISTENT, TIME}},
+    {"IsDriverViewEnabled", {CLEAR_ON_MANAGER_START, BOOL}},
+    {"IsEngaged", {PERSISTENT, BOOL}},
+    {"IsLdwEnabled", {PERSISTENT, BOOL}},
+    {"IsLiveStreaming", {CLEAR_ON_MANAGER_START, BOOL}},
+    {"IsMetric", {PERSISTENT, BOOL}},
+    {"IsOffroad", {CLEAR_ON_MANAGER_START, BOOL}},
+    {"IsOnroad", {PERSISTENT, BOOL}},
+    {"IsRhdDetected", {PERSISTENT, BOOL}},
+    {"IsReleaseBranch", {CLEAR_ON_MANAGER_START, BOOL}},
+    {"IsTakingSnapshot", {CLEAR_ON_MANAGER_START, BOOL}},
+    {"IsTestedBranch", {CLEAR_ON_MANAGER_START, BOOL}},
+    {"JoystickDebugMode", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, BOOL}},
+    {"JoystickAolRequest", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, STRING}},
+    {"Konn3ktSshKeys", {PERSISTENT, STRING}},
+    {"Konn3ktBleTransportEnabled", {PERSISTENT, BOOL, "1"}},
+    {"Konn3ktLibdatachannelWebRTC", {PERSISTENT, BOOL, "0"}},
+    {"LanguageSetting", {PERSISTENT, STRING, "en"}},
+    {"LastAthenaPingTime", {CLEAR_ON_MANAGER_START, INT}},
+    {"LastGPSPosition", {PERSISTENT, STRING}},
+    {"LastManagerExitReason", {CLEAR_ON_MANAGER_START, STRING}},
+    {"LastOffroadStatusPacket", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, JSON}},
+    {"LastAgnosPowerMonitorShutdown", {CLEAR_ON_MANAGER_START, STRING}},
+    {"LastPowerDropDetected", {CLEAR_ON_MANAGER_START, STRING}},
+    {"LastUpdateException", {CLEAR_ON_MANAGER_START, STRING}},
+    {"LastUpdateRouteCount", {PERSISTENT, INT, "0"}},
+    {"LastUpdateTime", {PERSISTENT, TIME}},
+    {"LastUpdateUptimeOnroad", {PERSISTENT, FLOAT, "0.0"}},
+    {"LiveDelay", {PERSISTENT, BYTES}},
+    {"LiveParameters", {PERSISTENT, JSON}},
+    {"LiveParametersV2", {PERSISTENT, BYTES}},
+    {"LivestreamEncoderBitrate", {CLEAR_ON_MANAGER_START | DONT_LOG, INT}},
+    {"LivestreamRequestKeyframe", {CLEAR_ON_MANAGER_START | DONT_LOG, BOOL}},
+    {"LiveTorqueParameters", {PERSISTENT | DONT_LOG, BYTES}},
+    {"LocationFilterInitialState", {PERSISTENT, BYTES}},
+    {"LateralManeuverFilter", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, STRING}},
+    {"LateralManeuverMode", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, BOOL}},
+    {"LongitudinalManeuverMode", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, BOOL}},
+    {"LongitudinalPersonality", {PERSISTENT, INT, std::to_string(static_cast<int>(cereal::LongitudinalPersonality::STANDARD))}},
+    {"NetworkMetered", {PERSISTENT, BOOL}},
+    {"ObdMultiplexingChanged", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, BOOL}},
+    {"ObdMultiplexingEnabled", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, BOOL}},
+    {"Offroad_CarUnrecognized", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, JSON}},
+    {"Offroad_ConnectivityNeeded", {CLEAR_ON_MANAGER_START, JSON}},
+    {"Offroad_ConnectivityNeededPrompt", {CLEAR_ON_MANAGER_START, JSON}},
+    {"Offroad_ExcessiveActuation", {PERSISTENT, JSON}},
+    {"Offroad_IsTakingSnapshot", {CLEAR_ON_MANAGER_START, JSON}},
+    {"Offroad_StorageMissing", {CLEAR_ON_MANAGER_START, JSON}},
+    {"Offroad_NeosUpdate", {CLEAR_ON_MANAGER_START, JSON}},
+    {"Offroad_NoFirmware", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, JSON}},
+    {"Offroad_Recalibration", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, JSON}},
+    {"Offroad_TemperatureTooHigh", {CLEAR_ON_MANAGER_START, JSON}},
+    {"Offroad_UnregisteredHardware", {CLEAR_ON_MANAGER_START, JSON}},
+    {"Offroad_UpdateFailed", {CLEAR_ON_MANAGER_START, JSON}},
+    {"OnroadCycleRequested", {CLEAR_ON_MANAGER_START, BOOL}},
+    {"OpenpilotEnabledToggle", {PERSISTENT, BOOL, "1"}},
+    {"PandaHeartbeatLost", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, BOOL}},
+    {"PandaSomResetTriggered", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, BOOL}},
+    {"PandaSignatures", {CLEAR_ON_MANAGER_START, BYTES}},
+    {"PrimeType", {PERSISTENT, INT}},
+    {"RecordAudio", {PERSISTENT, BOOL}},
+    {"RecordAudioFeedback", {PERSISTENT, BOOL, "0"}},
+    {"DashcamEnabled", {PERSISTENT, BOOL, "1"}},
+    {"RecordFront", {PERSISTENT, BOOL}},
+    {"RecordFrontLock", {PERSISTENT, BOOL}},  // for the internal fleet
+    {"SecOCKey", {PERSISTENT | DONT_LOG, STRING}},
+    {"ShowDebugInfo", {PERSISTENT, BOOL}},
+    {"RouteCount", {PERSISTENT, INT, "0"}},
+    {"SnoozeUpdate", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, BOOL}},
+    {"SshEnabled", {PERSISTENT, BOOL}},
+    {"TermsVersion", {PERSISTENT, STRING}},
+    {"IQSteerEffortArc", {PERSISTENT, BOOL, "0"}},
+    {"TrainingVersion", {PERSISTENT, STRING}},
+    {"UbloxAvailable", {PERSISTENT, BOOL}},
+    {"UsbStorageEnabled", {PERSISTENT, BOOL}},
+    {"UpdateAvailable", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, BOOL}},
+    {"UpdateFailedCount", {CLEAR_ON_MANAGER_START, INT}},
+    {"UpdaterAvailableBranches", {PERSISTENT, STRING}},
+    {"UpdaterCurrentDescription", {CLEAR_ON_MANAGER_START, STRING}},
+    {"UpdaterCurrentReleaseNotes", {CLEAR_ON_MANAGER_START, BYTES}},
+    {"UpdaterFetchAvailable", {CLEAR_ON_MANAGER_START, BOOL}},
+    {"UpdaterNewDescription", {CLEAR_ON_MANAGER_START, STRING}},
+    {"UpdaterNewReleaseNotes", {CLEAR_ON_MANAGER_START, BYTES}},
+    {"UpdaterState", {CLEAR_ON_MANAGER_START, STRING}},
+    {"UpdaterTargetBranch", {CLEAR_ON_MANAGER_START, STRING}},
+    {"UpdaterLastFetchTime", {PERSISTENT, TIME}},
+    {"UptimeOffroad", {PERSISTENT, FLOAT, "0.0"}},
+    {"UptimeOnroad", {PERSISTENT, FLOAT, "0.0"}},
+    {"Version", {PERSISTENT, STRING}},
+
+    // --- iqpilot params --- //
+    {"ApiCache_DriveStats", {PERSISTENT, JSON}},
+    {"WideCamFaulty", {CLEAR_ON_MANAGER_START, BOOL}},
+    {"IQLaneChangeBsmDelay", {PERSISTENT, BOOL, "0"}},
+    {"IQLaneChangeTimer", {PERSISTENT, INT, "0"}},
+    {"NavExitLaneChange", {PERSISTENT, BOOL, "0"}},
+    {"IQBlinkerMinLateralSpeed", {PERSISTENT, INT, "20"}},  // MPH or km/h
+    {"IQBlinkerPauseLateral", {PERSISTENT, INT, "0"}},
+    {"Brightness", {PERSISTENT, INT, "0"}},
+    {"CarList", {PERSISTENT, JSON}},
+    {"IQCarParams", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, BYTES}},
+    {"IQCarParamsCache", {CLEAR_ON_MANAGER_START, BYTES}},
+    {"IQCarParamsPersistent", {PERSISTENT, BYTES}},
+    {"IQCarParamsPersistentV2", {PERSISTENT, BYTES}},
+    {"CarPlatformBundle", {PERSISTENT, JSON}},
+    {"Konn3ktVwOdometers", {PERSISTENT, JSON}},
+    {"Konn3ktVehicleOdometers", {PERSISTENT, JSON}},
+    {"IQLeadReadouts", {PERSISTENT, INT, "4"}},
+    {"DeviceBootMode", {PERSISTENT, INT, "0"}},
+    {"IQDevUIInfo", {PERSISTENT, INT, "0"}},
+    {"EnableEsimProvisioning", {PERSISTENT, BOOL, "1"}},
+    {"EndToEndAlert", {PERSISTENT, BOOL, "0"}},
+    {"InteractivityTimeout", {PERSISTENT, INT, "0"}},
+    {"IsDevelopmentBranch", {CLEAR_ON_MANAGER_START, BOOL}},
+    {"IsReleaseIqBranch", {CLEAR_ON_MANAGER_START, BOOL}},
+    {"LastGPSPositionIQLoc", {PERSISTENT, STRING}},
+    {"EndToEndLeadAlert", {PERSISTENT, BOOL, "0"}},
+    {"LongIncrementsEnabled", {PERSISTENT, BOOL, "0"}},
+    {"LongIncrementTapStep", {PERSISTENT, INT, "1"}},
+    {"LongIncrementHoldStep", {PERSISTENT, INT, "5"}},
+    {"IQE2ESetSpeedMode", {PERSISTENT, INT, "0"}},
+    {"IQE2ESetSpeedUseCurrent", {PERSISTENT, BOOL, "0"}},
+    {"IQE2ESetSpeedMph", {PERSISTENT, INT, "65"}},
+    {"expSpeedConv", {PERSISTENT, BOOL, "0"}},
+    {"MaxTimeOffroad", {PERSISTENT, INT, "1800"}},
+    {"NightMode", {PERSISTENT, BOOL, "0"}},
+    {"newLeadMpc", {PERSISTENT, BOOL, "1"}},
+    {"ModelRunnerTypeCache", {CLEAR_ON_ONROAD_TRANSITION, INT}},
+    {"ForceOnroadUntil", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, INT, "0"}},
+    {"IQAlwaysOffroad", {CLEAR_ON_MANAGER_START, BOOL}},
+    {"Offroad_TiciSupport", {CLEAR_ON_MANAGER_START, JSON}},
+    {"OnroadScreenOffBrightness", {PERSISTENT, INT, "0"}},
+    {"OnroadScreenOffTimer", {PERSISTENT, INT, "15"}},
+    {"OnScreenNavigation", {PERSISTENT, BOOL, "0"}},
+    {"OnlineOSMaps", {PERSISTENT, BOOL, "1"}},
+    {"OfflineOSMaps", {PERSISTENT, BOOL, "0"}},
+    {"OSMapsStyleMode", {PERSISTENT, INT, "0"}},
+    {"OSMapsHeadingUp", {PERSISTENT, BOOL, "1"}},
+    {"OfflineTilesBaseUrl", {PERSISTENT, STRING}},
+    {"OnroadUploads", {PERSISTENT, BOOL, "1"}},
+    {"IQAutoUnits", {PERSISTENT, BOOL, "1"}},
+    {"IQAutoUnitsRegion", {PERSISTENT, STRING}},
+    {"IQAlertSilence", {PERSISTENT, BOOL, "0"}},
+    {"IQAccelMeter", {PERSISTENT, BOOL, "0"}},
+    {"IQBlinkerIndicators", {PERSISTENT, BOOL, "0"}},
+    {"StandstillTimer", {PERSISTENT, BOOL, "0"}},
+    // AOL (Always On Lateral) params
+    {"AolEnabled", {PERSISTENT, BOOL, "1"}},
+    {"AolMainCruiseAllowed", {PERSISTENT, BOOL, "1"}},
+    {"AolPauseOnSteeringOverride", {PERSISTENT, BOOL, "0"}},
+    {"AolSteeringMode", {PERSISTENT, INT, "0"}},
+    {"AolUnifiedEngagementMode", {PERSISTENT, BOOL, "1"}},
+
+    // Model Manager params
+    {"ModelManager_ActiveBundle", {PERSISTENT, JSON}},
+    {"ModelManager_ClearCache", {CLEAR_ON_MANAGER_START, BOOL}},
+    {"ModelManager_DownloadIndex", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, INT, "-1"}},
+    {"IQModelFavorites", {PERSISTENT, STRING}},
+    {"ModelManager_LastSyncTime", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, INT, "0"}},
+    {"ModelManager_ModelsCache", {PERSISTENT, JSON}},
+
+    // Neural Network Feed Forward
+    {"NeuralNetworkFeedForward", {PERSISTENT, BOOL, "0"}},
+
+    // Backup Manager params
+    {"BackupManager_CreateBackup", {PERSISTENT, BOOL}},
+    {"BackupManager_RestoreVersion", {PERSISTENT, STRING}},
+
+    // iqpilot car specific params
+    {"IQHyundaiLongTune", {PERSISTENT, INT, "0"}},
+    {"AutoCruiseControl", {PERSISTENT, INT, "0"}},
+    {"AutoEngage", {PERSISTENT, INT, "0"}},
+    {"CanfdDebug", {PERSISTENT, INT, "0"}},
+    {"CanfdHDA2", {PERSISTENT, INT, "0"}},
+    {"CarrotCruiseAtcDecel", {PERSISTENT, INT, "-1"}},
+    {"CarrotCruiseDecel", {PERSISTENT, INT, "-1"}},
+    {"CruiseButtonTest1", {PERSISTENT, INT, "8"}},
+    {"CruiseButtonTest2", {PERSISTENT, INT, "30"}},
+    {"CruiseButtonTest3", {PERSISTENT, INT, "1"}},
+    {"CustomSteerDeltaDown", {PERSISTENT, INT, "0"}},
+    {"CustomSteerDeltaDownLC", {PERSISTENT, INT, "0"}},
+    {"CustomSteerDeltaUp", {PERSISTENT, INT, "0"}},
+    {"CustomSteerDeltaUpLC", {PERSISTENT, INT, "0"}},
+    {"CustomSteerMax", {PERSISTENT, INT, "0"}},
+    {"EnableCornerRadar", {PERSISTENT, INT, "0"}},
+    {"EnableRadarTracks", {PERSISTENT, INT, "0"}},
+    {"EnableRadarTracksResult", {PERSISTENT | CLEAR_ON_MANAGER_START, INT}},
+    {"FingerPrints", {PERSISTENT | CLEAR_ON_MANAGER_START, STRING}},
+    {"HDPuse", {PERSISTENT, INT, "0"}},
+    {"HapticFeedbackWhenSpeedCamera", {PERSISTENT, INT, "0"}},
+    {"HyundaiCameraSCC", {PERSISTENT, INT, "0"}},
+    {"IsLdwsCar", {PERSISTENT, INT, "0"}},
+    {"LaneLineCheck", {PERSISTENT, INT, "0"}},
+    {"LongitudinalPersonalityMax", {PERSISTENT, INT, "3"}},
+    {"MaxAngleFrames", {PERSISTENT, INT, "89"}},
+    {"SpeedFromPCM", {PERSISTENT, INT, "2"}},
+    {"IQSubaruCreepAssist", {PERSISTENT, BOOL, "0"}},
+    {"IQSubaruCreepAssistManualBrake", {PERSISTENT, BOOL, "0"}},
+    {"IQTeslaTorqueBlend", {PERSISTENT, BOOL, "0"}},
+    {"IQTeslaFsdVisualization", {PERSISTENT, BOOL, "0"}},
+    {"IQToyotaFactoryLong", {PERSISTENT, BOOL, "0"}},
+    {"VwPqEpsPatched", {PERSISTENT, BOOL}},
+    {"ToyotaSnGHack", {PERSISTENT, BOOL, "0"}},
+    {"pqhca5or7Toggle", {PERSISTENT, BOOL, "1"}},
+    {"iqMqbAccResume", {PERSISTENT, BOOL, "0"}},
+    {"iqMqbSteeringLockout", {PERSISTENT, BOOL, "0"}},
+    {"AllowLateralWhenLongUnavailable", {PERSISTENT, BOOL}},
+
+    {"IQDynamicMode", {PERSISTENT, BOOL, "0"}},
+    {"IQDynamicBlendStockRadar", {PERSISTENT, BOOL, "0"}},
+    {"IQDynamicConditionalCurves", {PERSISTENT, BOOL, "1"}},
+    {"IQDynamicConditionalSlowerLead", {PERSISTENT, BOOL, "1"}},
+    {"IQDynamicConditionalStoppedLead", {PERSISTENT, BOOL, "1"}},
+    {"IQDynamicConditionalModelStops", {PERSISTENT, BOOL, "1"}},
+    {"IQDynamicConditionalSLCFallback", {PERSISTENT, BOOL, "1"}},
+    {"IQDynamicConditionalSpeed", {PERSISTENT, FLOAT, "18.0"}},
+    {"IQDynamicConditionalLeadSpeed", {PERSISTENT, FLOAT, "24.0"}},
+    {"IQDynamicModelStopTime", {PERSISTENT, FLOAT, "3.0"}},
+    {"IQDynamicMinimumForceStopLength", {PERSISTENT, FLOAT, "0.0"}},
+    {"IQForceStops", {PERSISTENT, BOOL, "1"}},
+    {"IQCustomStopDistance", {PERSISTENT, INT, "0"}},  // meters, -2..2; negative = stop closer, positive = stop further back; independent of IQForceStops
+    {"IQBlindSpotAlerts", {PERSISTENT, BOOL, "0"}},
+    {"IQExpandedStatus", {PERSISTENT, BOOL, "0"}},
+    {"HomePanelWidget", {PERSISTENT, STRING, "changelog"}},
+
+    // iqpilot model params
+    {"CameraOffset", {PERSISTENT, FLOAT, "0.0"}},
+    {"IQLiveSteerDelay", {PERSISTENT, BOOL, "1"}},
+    {"IQLateralAccelSlew", {PERSISTENT, BOOL, "0"}},
+    {"IQLateralCurvatureLookahead", {PERSISTENT, BOOL, "0"}},
+    {"IQSoftwareSteerDelay", {PERSISTENT, FLOAT, "0.2"}},
+    {"IQSteerDelayCache", {PERSISTENT, FLOAT, "0.2"}},
+    {"LaneChangeBsd", {PERSISTENT, INT, "0"}},          // -1 ignore BSD, 0 default, 1 block lane change on BSD
+    {"LaneChangeContinuous", {PERSISTENT, BOOL, "0"}},  // 0 one-shot per blinker, 1 chain on held blinker (torque-gated)
+    {"LaneChangeDelay", {PERSISTENT, FLOAT, "0.0"}},    // tenths of a second; scaled by 0.1 in desire_helper
+    {"LaneChangeNeedTorque", {PERSISTENT, INT, "0"}},   // <0 disable blinker LC, 0 default, >0 require torque
+    {"IQLaneTurnDesire", {PERSISTENT, BOOL, "0"}},
+    {"IQLaneTurnValue", {PERSISTENT, FLOAT, "19.0"}},
+    {"PlanplusControl", {PERSISTENT, FLOAT, "1.0"}},
+    {"LatSmoothSec", {PERSISTENT, INT, "13"}},
+    {"ModelSmoothingEnabled", {PERSISTENT, BOOL, "0"}},
+    {"ModelLatSmoothSec", {PERSISTENT, INT, "0"}},
+
+    // IQ.Pilot Parameters:
+    {"ShowBSMIndicators", {PERSISTENT, BOOL, "0"}},
+    {"ShowSteeringArc", {PERSISTENT, BOOL, "0"}},
+    {"ShowRoadName", {PERSISTENT, BOOL, "0"}},
+    {"ShowRealTimeAcceleration", {PERSISTENT, BOOL, "0"}},
+    {"ForceSmallUI", {PERSISTENT, BOOL, "0"}},
+    {"DeveloperUI", {PERSISTENT, BOOL, "0"}},
+    {"OBrightness", {PERSISTENT, BOOL, "0"}},
+    {"OBrightnessManual", {PERSISTENT, BOOL, "0"}},
+    {"OBrightnessDelay", {PERSISTENT, BOOL, "0"}},
+    {"MapAdvisorySpeedLimit", {CLEAR_ON_ONROAD_TRANSITION, FLOAT}},
+    {"MapdVersion", {PERSISTENT, STRING}},
+    {"MapdSettings", {PERSISTENT, JSON}},  // pfeiferj/mapd v2 persistent settings (read/written by the mapd binary)
+    {"MapSpeedLimit", {CLEAR_ON_ONROAD_TRANSITION, FLOAT, "0.0"}},
+    {"NextMapSpeedLimit", {CLEAR_ON_ONROAD_TRANSITION, JSON}},
+    {"Offroad_OSMUpdateRequired", {CLEAR_ON_MANAGER_START, JSON}},
+    {"OsmDbUpdatesCheck", {CLEAR_ON_MANAGER_START, BOOL}},  // mapd database update happens with device ON, reset on boot
+    {"OSMDownloadBounds", {PERSISTENT, STRING}},
+    {"OsmDownloadedDate", {PERSISTENT, STRING, "0.0"}},
+    {"OSMDownloadLocations", {PERSISTENT, JSON}},
+    {"AthenaNavigationRoute", {CLEAR_ON_MANAGER_START, JSON}},
+    {"NavigationActive", {CLEAR_ON_MANAGER_START, BOOL, "0"}},
+    {"NavigationDestination", {CLEAR_ON_MANAGER_START, JSON}},
+    {"NavigationEnabled", {PERSISTENT, BOOL, "0"}},
+    {"NavigationDebugFlags", {PERSISTENT, JSON}},
+    {"NavigationManeuvers", {CLEAR_ON_MANAGER_START, JSON}},
+    {"NavigationPreferences", {PERSISTENT, JSON}},
+    {"NavigationRenderRoute", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, JSON}},
+    {"NavigationRecalculateRoutes", {CLEAR_ON_MANAGER_START, BOOL, "0"}},
+    {"NavigationRouteAlternatives", {CLEAR_ON_MANAGER_START, JSON}},
+    {"NavigationRouteSelection", {CLEAR_ON_MANAGER_START, JSON}},
+    {"NavigationTrafficRefreshEnabled", {PERSISTENT, BOOL, "1"}},
+    {"ScreenRecording", {CLEAR_ON_MANAGER_START, BOOL, "0"}},
+    {"OSMDownloadProgress", {CLEAR_ON_MANAGER_START, JSON}},
+    {"OfflineTilesDownloadProgress", {CLEAR_ON_MANAGER_START, JSON}},
+    {"OfflineTilesDownloadRequest", {PERSISTENT, JSON}},
+    {"OsmLocal", {PERSISTENT, BOOL}},
+    {"OsmLocationName", {PERSISTENT, STRING}},
+    {"OsmLocationTitle", {PERSISTENT, STRING}},
+    {"OsmLocationUrl", {PERSISTENT, STRING}},
+    {"OsmStateName", {PERSISTENT, STRING, "All"}},
+    {"OsmStateTitle", {PERSISTENT, STRING}},
+    {"OsmStateNames", {PERSISTENT, JSON}},
+    {"OsmWayTest", {PERSISTENT, STRING}},
+    {"RoadName", {CLEAR_ON_ONROAD_TRANSITION, STRING}},
+    {"IQRoadNameOverlay", {PERSISTENT, BOOL, "0"}},
+    {"IQSpeedAssistMode", {PERSISTENT, INT, "1"}},
+    {"IQSpeedAssistOffsetType", {PERSISTENT, INT, "0"}},
+    {"IQSpeedAssistPolicy", {PERSISTENT, INT, "3"}},
+    {"IQSpeedAssistValueOffset", {PERSISTENT, INT, "0"}},
+    {"SpeedLimitController", {PERSISTENT, BOOL, "0"}},
+    {"ConstructionZoneAssist", {PERSISTENT, BOOL, "0"}},
+    {"VisionVehicleTracks", {PERSISTENT, BOOL, "0"}},
+    {"AmbientTrackDots", {PERSISTENT, BOOL, "1"}},
+    {"EnvironmentView", {PERSISTENT, INT, "0"}},
+    {"ConstructionZoneSpeed", {PERSISTENT, INT, "60"}},
+    {"ShowSpeedLimits", {PERSISTENT, BOOL, "0"}},
+    {"SLCPolicy", {PERSISTENT, INT, "1"}},
+    {"SLCAutoConfirm", {PERSISTENT, BOOL, "0"}},
+    {"SLCSetSpeedToLimit", {PERSISTENT, BOOL, "0"}},
+    {"speed_limit_offset1", {PERSISTENT, FLOAT, "0"}},
+    {"speed_limit_offset2", {PERSISTENT, FLOAT, "0"}},
+    {"speed_limit_offset3", {PERSISTENT, FLOAT, "0"}},
+    {"speed_limit_offset4", {PERSISTENT, FLOAT, "0"}},
+    {"speed_limit_offset5", {PERSISTENT, FLOAT, "0"}},
+    {"speed_limit_offset6", {PERSISTENT, FLOAT, "0"}},
+    {"speed_limit_offset7", {PERSISTENT, FLOAT, "0"}},
+    {"SpeedLimitConfirmationHigher", {PERSISTENT, BOOL, "1"}},
+    {"SpeedLimitConfirmationLower", {PERSISTENT, BOOL, "0"}},
+    {"MapSpeedLookaheadHigher", {PERSISTENT, FLOAT, "5.0"}},
+    {"MapSpeedLookaheadLower", {PERSISTENT, FLOAT, "5.0"}},
+    {"SLCFallbackExperimentalMode", {PERSISTENT, BOOL, "0"}},
+    {"SLCFallbackSetSpeed", {PERSISTENT, BOOL, "0"}},
+    {"SLCFallbackPreviousSpeedLimit", {PERSISTENT, BOOL, "1"}},
+    {"SLCOverrideMethod", {PERSISTENT, INT, "0"}},
+    {"SLCOnlineFiller", {PERSISTENT, BOOL, "0"}},
+    {"SLCDataCollection", {PERSISTENT, BOOL, "0"}},
+    {"MapBoxRequests", {PERSISTENT, JSON}},
+    {"OverpassRequests", {PERSISTENT, JSON}},
+    {"SpeedLimits", {PERSISTENT, JSON}},
+    {"SpeedLimitsFiltered", {PERSISTENT, JSON}},
+    {"PreviousSpeedLimit", {PERSISTENT, FLOAT, "0"}},
+    {"UpdateSpeedLimits", {CLEAR_ON_IGNITION_ON}},
+    {"UpdateSpeedLimitsStatus", {CLEAR_ON_IGNITION_ON, STRING}},
+    {"SLCMapboxSpeedLimit", {CLEAR_ON_ONROAD_TRANSITION, FLOAT, "0"}},
+    {"NavigateOnIQPilot", {PERSISTENT, BOOL, "1"}},
+    {"NavOnlineTargets", {PERSISTENT, BOOL, "1"}},
+    {"NavOfflineFallback", {PERSISTENT, BOOL, "1"}},
+    {"NavPreferOfflineSources", {PERSISTENT, BOOL, "0"}},
+    {"OfflineRoutingEnabled", {PERSISTENT, BOOL, "1"}},
+    {"OfflineRoutingOnly", {PERSISTENT, BOOL, "0"}},
+    {"OfflineRoutingHost", {PERSISTENT, STRING, "http://127.0.0.1:8002"}},
+    {"EnableCurvatureController", {PERSISTENT, BOOL, "0"}},
+    {"EnableSpeedLimitControl", {PERSISTENT, BOOL, "0"}},
+    {"MapCurveSpeedController", {PERSISTENT, BOOL, "0"}},
+    {"VisionCurveSpeedController", {PERSISTENT, BOOL, "0"}},
+    {"SpeedCameraAlerts", {PERSISTENT, BOOL, "0"}},
+    {"RedLightCameraAlerts", {PERSISTENT, BOOL, "0"}},
+    {"FlockCameraAlerts", {PERSISTENT, BOOL, "0"}},
+    {"SpeedCameraSlowdown", {PERSISTENT, BOOL, "0"}},
+    {"SpeedCameraSafetyFactor", {PERSISTENT, FLOAT, "1.0"}},
+    {"NavCamerasData", {PERSISTENT, JSON}},
+    {"WazePoliceApiKey", {PERSISTENT | DONT_LOG, STRING}},
+    {"WazePoliceAlertMode", {PERSISTENT, INT, "0"}},
+    {"WazePoliceShadow", {PERSISTENT, BOOL, "0"}},
+    {"EnableLongComfortMode", {PERSISTENT, BOOL, "0"}},
+    {"EnableSpeedLimitPredicative", {PERSISTENT, BOOL, "0"}},
+    {"EnableSLPredReactToSL", {PERSISTENT, BOOL, "0"}},
+    {"EnableSLPredReactToCurves", {PERSISTENT, BOOL, "0"}},
+    {"ForceRHDForBSM", {PERSISTENT, BOOL, "0"}},
+    {"NavDestination", {PERSISTENT, STRING}},
+    {"eBrakeActive", {CLEAR_ON_MANAGER_START, BOOL, "0"}},
+    {"Konn3ktAllowOffroadExternalCanTx", {PERSISTENT, BOOL}},
+    {"MapboxToken", {PERSISTENT, STRING}},
+    {"MapboxTokenQRCode", {PERSISTENT, JSON}},
+    {"AmapWebServiceKey", {PERSISTENT, STRING}},
+    {"AmapStatus", {CLEAR_ON_MANAGER_START, JSON}},
+    {"TomTomToken", {PERSISTENT, STRING}},
+    {"UIAccentColor", {PERSISTENT, STRING, "#00FFF5"}},
+    {"AngleLateralControl", {PERSISTENT, BOOL}},
+    {"ALCTorqueBlend", {PERSISTENT, BOOL}},
+};

iqpilot/common/params_pyx.pyx

@@ -0,0 +1,248 @@
+# distutils: language = c++
+# cython: language_level = 3
+import builtins
+import datetime
+import json
+from libcpp cimport bool
+from libcpp.string cimport string
+from libcpp.vector cimport vector
+from libcpp.optional cimport optional
+
+from iqpilot.common.swaglog import cloudlog
+
+cdef extern from "common/params.h":
+  cpdef enum ParamKeyFlag:
+    PERSISTENT
+    CLEAR_ON_MANAGER_START
+    CLEAR_ON_ONROAD_TRANSITION
+    CLEAR_ON_OFFROAD_TRANSITION
+    DEVELOPMENT_ONLY
+    CLEAR_ON_IGNITION_ON
+    ALL
+
+  cpdef enum ParamKeyType:
+    STRING
+    BOOL
+    INT
+    FLOAT
+    TIME
+    JSON
+    BYTES
+
+  cdef cppclass c_Params "Params":
+    c_Params(string) except + nogil
+    string get(string, bool) nogil
+    bool getBool(string, bool) nogil
+    int getInt(string, bool) nogil
+    float getFloat(string, bool) nogil
+    int remove(string) nogil
+    int put(string, string) nogil
+    void putNonBlocking(string, string) nogil
+    void putBoolNonBlocking(string, bool) nogil
+    int putBool(string, bool) nogil
+    int putInt(string, int) nogil
+    int putFloat(string, float) nogil
+    void putIntNonBlocking(string, int) nogil
+    void putFloatNonBlocking(string, float) nogil
+    bool checkKey(string) nogil
+    ParamKeyType getKeyType(string) nogil
+    optional[string] getKeyDefaultValue(string) nogil
+    string getParamPath(string) nogil
+    void clearAll(ParamKeyFlag)
+    vector[string] allKeys()
+
+PYTHON_2_CPP = {
+  (str, STRING): lambda v: v,
+  (builtins.bool, BOOL): lambda v: "1" if v else "0",
+  (int, INT): str,
+  (float, FLOAT): str,
+  (datetime.datetime, TIME): lambda v: v.isoformat(),
+  (dict, JSON): json.dumps,
+  (list, JSON): json.dumps,
+  (bytes, BYTES): lambda v: v,
+  # Lossless coercions. Storage is a string either way; rejecting these only
+  # converts an old spelling into a runtime TypeError. Precompiled bundles
+  # (hephaestusd and friends) write params with whatever spelling their params
+  # generation used, and outlive schema changes here by months -- a mismatch
+  # took the konn3kt websocket down on every server ping because the write sat
+  # in the transport's recv loop. str->numeric validates before passing through
+  # so genuinely wrong values still fail loudly.
+  (int, STRING): str,
+  (float, STRING): str,
+  (int, FLOAT): str,
+  (str, INT): lambda v: str(int(v)),
+  (str, FLOAT): lambda v: str(float(v)),
+}
+CPP_2_PYTHON = {
+  STRING: lambda v: v.decode("utf-8"),
+  BOOL: lambda v: v == b"1",
+  INT: int,
+  FLOAT: float,
+  TIME: lambda v: datetime.datetime.fromisoformat(v.decode("utf-8")),
+  JSON: json.loads,
+  BYTES: lambda v: v,
+}
+
+def ensure_bytes(v):
+  return v.encode() if isinstance(v, str) else v
+
+class UnknownKeyName(Exception):
+  pass
+
+cdef class Params:
+  cdef c_Params* p
+  cdef str d
+
+  def __cinit__(self, d=""):
+    cdef string path = <string>d.encode()
+    with nogil:
+      self.p = new c_Params(path)
+    self.d = d
+
+  def __reduce__(self):
+    return (type(self), (self.d,))
+
+  def __dealloc__(self):
+    del self.p
+
+  def clear_all(self, tx_flag=ParamKeyFlag.ALL):
+    self.p.clearAll(tx_flag)
+
+  def check_key(self, key):
+    key = ensure_bytes(key)
+    if not self.p.checkKey(key):
+      raise UnknownKeyName(key)
+    return key
+
+  def python2cpp(self, proposed_type, expected_type, value, key):
+    cast = PYTHON_2_CPP.get((proposed_type, expected_type))
+    if cast:
+      return cast(value)
+    raise TypeError(f"Type mismatch while writing param {key}: {proposed_type=} {expected_type=} {value=}")
+
+  def _cpp2python(self, t, value, default, key):
+    if value is None:
+      return None
+    try:
+      return CPP_2_PYTHON[t](value)
+    except (KeyError, TypeError, ValueError):
+      cloudlog.warning(f"Failed to cast param {key} with {value=} from type {t=}")
+      return self._cpp2python(t, default, None, key)
+
+  def get(self, key, bool block=False, bool return_default=False, encoding=None):
+    cdef string k = self.check_key(key)
+    cdef ParamKeyType t = self.p.getKeyType(k)
+    cdef optional[string] default = self.p.getKeyDefaultValue(k)
+    cdef string val
+    with nogil:
+      val = self.p.get(k, block)
+
+    default_val = (default.value() if default.has_value() else None) if return_default else None
+    if val == b"":
+      if block:
+        # If we got no value while running in blocked mode
+        # it means we got an interrupt while waiting
+        raise KeyboardInterrupt
+      else:
+        return self._cpp2python(t, default_val, None, key)
+    return self._cpp2python(t, val, default_val, key)
+
+  def get_bool(self, key, bool block=False):
+    cdef string k = self.check_key(key)
+    cdef bool r
+    with nogil:
+      r = self.p.getBool(k, block)
+    return r
+
+  def get_int(self, key, bool block=False):
+    cdef string k = self.check_key(key)
+    cdef int r
+    with nogil:
+      r = self.p.getInt(k, block)
+    return r
+
+  def get_float(self, key, bool block=False):
+    cdef string k = self.check_key(key)
+    cdef float r
+    with nogil:
+      r = self.p.getFloat(k, block)
+    return r
+
+  def _put_cast(self, key, dat):
+    cdef string k = self.check_key(key)
+    cdef ParamKeyType t = self.p.getKeyType(k)
+    return ensure_bytes(self.python2cpp(type(dat), t, dat, key))
+
+  def put(self, key, dat):
+    """
+    Warning: This function blocks until the param is written to disk!
+    In very rare cases this can take over a second, and your code will hang.
+    Use the put_nonblocking, put_bool_nonblocking in time sensitive code, but
+    in general try to avoid writing params as much as possible.
+    """
+    cdef string k = self.check_key(key)
+    cdef string dat_bytes = self._put_cast(key, dat)
+    with nogil:
+      self.p.put(k, dat_bytes)
+
+  def put_bool(self, key, bool val):
+    cdef string k = self.check_key(key)
+    with nogil:
+      self.p.putBool(k, val)
+
+  def put_int(self, key, int val):
+    cdef string k = self.check_key(key)
+    with nogil:
+      self.p.putInt(k, val)
+
+  def put_float(self, key, float val):
+    cdef string k = self.check_key(key)
+    with nogil:
+      self.p.putFloat(k, val)
+
+  def put_nonblocking(self, key, dat):
+    cdef string k = self.check_key(key)
+    cdef string dat_bytes = self._put_cast(key, dat)
+    with nogil:
+      self.p.putNonBlocking(k, dat_bytes)
+
+  def put_bool_nonblocking(self, key, bool val):
+    cdef string k = self.check_key(key)
+    with nogil:
+      self.p.putBoolNonBlocking(k, val)
+
+  def put_int_nonblocking(self, key, int val):
+    cdef string k = self.check_key(key)
+    with nogil:
+      self.p.putIntNonBlocking(k, val)
+
+  def put_float_nonblocking(self, key, float val):
+    cdef string k = self.check_key(key)
+    with nogil:
+      self.p.putFloatNonBlocking(k, val)
+
+  def remove(self, key):
+    cdef string k = self.check_key(key)
+    with nogil:
+      self.p.remove(k)
+
+  def get_param_path(self, key=""):
+    cdef string key_bytes = ensure_bytes(key)
+    return self.p.getParamPath(key_bytes).decode("utf-8")
+
+  def get_type(self, key):
+    return self.p.getKeyType(self.check_key(key))
+
+  def all_keys(self):
+    return self.p.allKeys()
+
+  def get_default_value(self, key):
+    cdef string k = self.check_key(key)
+    cdef ParamKeyType t = self.p.getKeyType(k)
+    cdef optional[string] default = self.p.getKeyDefaultValue(k)
+    return self._cpp2python(t, default.value(), None, key) if default.has_value() else None
+
+  def cpp2python(self, key, value):
+    cdef string k = self.check_key(key)
+    cdef ParamKeyType t = self.p.getKeyType(k)
+    return self._cpp2python(t, value, None, key)

iqpilot/common/pid.py

@@ -0,0 +1,57 @@
+import numpy as np
+from numbers import Number
+
+class PIDController:
+  def __init__(self, k_p, k_i, k_d=0., pos_limit=1e308, neg_limit=-1e308, rate=100):
+    self._k_p: list[list[float]] = [[0], [k_p]] if isinstance(k_p, Number) else k_p
+    self._k_i: list[list[float]] = [[0], [k_i]] if isinstance(k_i, Number) else k_i
+    self._k_d: list[list[float]] = [[0], [k_d]] if isinstance(k_d, Number) else k_d
+
+    self.set_limits(pos_limit, neg_limit)
+
+    self.i_dt = 1.0 / rate
+    self.speed = 0.0
+
+    self.reset()
+
+  @property
+  def k_p(self):
+    return np.interp(self.speed, self._k_p[0], self._k_p[1])
+
+  @property
+  def k_i(self):
+    return np.interp(self.speed, self._k_i[0], self._k_i[1])
+
+  @property
+  def k_d(self):
+    return np.interp(self.speed, self._k_d[0], self._k_d[1])
+
+  def reset(self):
+    self.p = 0.0
+    self.i = 0.0
+    self.d = 0.0
+    self.f = 0.0
+    self.control = 0
+
+  def set_limits(self, pos_limit, neg_limit):
+    self.pos_limit = pos_limit
+    self.neg_limit = neg_limit
+
+  def update(self, error, error_rate=0.0, speed=0.0, feedforward=0., freeze_integrator=False):
+    self.speed = speed
+    self.p = self.k_p * float(error)
+    self.d = self.k_d * error_rate
+    self.f = feedforward
+
+    if not freeze_integrator:
+      i = self.i + self.k_i * self.i_dt * error
+
+      # Don't allow windup if already clipping
+      test_control = self.p + i + self.d + self.f
+      i_upperbound = self.i if test_control > self.pos_limit else self.pos_limit
+      i_lowerbound = self.i if test_control < self.neg_limit else self.neg_limit
+      self.i = np.clip(i, i_lowerbound, i_upperbound)
+
+    control = self.p + self.i + self.d + self.f
+    self.control = np.clip(control, self.neg_limit, self.pos_limit)
+    return self.control

iqpilot/common/prefix.h

@@ -0,0 +1,43 @@
+#pragma once
+
+#include <cassert>
+#include <string>
+
+#include "common/params.h"
+#include "common/util.h"
+#include "system/hardware/hw.h"
+
+class OpenpilotPrefix {
+public:
+  OpenpilotPrefix(std::string prefix = {}) {
+    if (prefix.empty()) {
+      prefix = util::random_string(15);
+    }
+#ifdef __APPLE__
+    msgq_path = "/tmp/msgq_" + prefix;
+#else
+    msgq_path = "/dev/shm/msgq_" + prefix;
+#endif
+    bool ret = util::create_directories(msgq_path, 0777);
+    assert(ret);
+    setenv("OPENPILOT_PREFIX", prefix.c_str(), 1);
+  }
+
+  ~OpenpilotPrefix() {
+    auto param_path = Params().getParamPath();
+    if (util::file_exists(param_path)) {
+      std::string real_path = util::readlink(param_path);
+      system(util::string_format("rm %s -rf", real_path.c_str()).c_str());
+      unlink(param_path.c_str());
+    }
+    if (getenv("COMMA_CACHE") == nullptr) {
+      system(util::string_format("rm %s -rf", Path::download_cache_root().c_str()).c_str());
+    }
+    system(util::string_format("rm %s -rf", Path::comma_home().c_str()).c_str());
+    system(util::string_format("rm %s -rf", msgq_path.c_str()).c_str());
+    unsetenv("OPENPILOT_PREFIX");
+  }
+
+private:
+  std::string msgq_path;
+};

iqpilot/common/prefix.py

@@ -0,0 +1,66 @@
+import os
+import platform
+import shutil
+import uuid
+
+
+from iqpilot.common.params import Params
+from iqpilot.system.hardware import PC
+from iqpilot.system.hardware.hw import Paths
+from iqpilot.system.hardware.hw import DEFAULT_DOWNLOAD_CACHE_ROOT
+
+class OpenpilotPrefix:
+  def __init__(self, prefix: str | None = None, create_dirs_on_enter: bool = True, clean_dirs_on_exit: bool = True, shared_download_cache: bool = False):
+    self.prefix = prefix if prefix else str(uuid.uuid4().hex[0:15])
+    shm_path = "/tmp" if platform.system() == "Darwin" else "/dev/shm"
+    self.msgq_path = os.path.join(shm_path, "msgq_" + self.prefix)
+    self.create_dirs_on_enter = create_dirs_on_enter
+    self.clean_dirs_on_exit = clean_dirs_on_exit
+    self.shared_download_cache = shared_download_cache
+
+  def __enter__(self):
+    self.original_prefix = os.environ.get('OPENPILOT_PREFIX', None)
+    os.environ['OPENPILOT_PREFIX'] = self.prefix
+
+    if self.create_dirs_on_enter:
+      self.create_dirs()
+
+    if self.shared_download_cache:
+      os.environ["COMMA_CACHE"] = DEFAULT_DOWNLOAD_CACHE_ROOT
+
+    return self
+
+  def __exit__(self, exc_type, exc_obj, exc_tb):
+    if self.clean_dirs_on_exit:
+      self.clean_dirs()
+    try:
+      del os.environ['OPENPILOT_PREFIX']
+      if self.original_prefix is not None:
+        os.environ['OPENPILOT_PREFIX'] = self.original_prefix
+    except KeyError:
+      pass
+    return False
+
+  def create_dirs(self):
+    try:
+      os.mkdir(self.msgq_path)
+    except FileExistsError:
+      pass
+    os.makedirs(Paths.log_root(), exist_ok=True)
+
+  def clean_dirs(self):
+    symlink_path = Params().get_param_path()
+    if os.path.islink(symlink_path):
+      shutil.rmtree(os.path.realpath(symlink_path), ignore_errors=True)
+      try:
+        os.remove(symlink_path)
+      except FileNotFoundError:
+        pass
+    else:
+      shutil.rmtree(symlink_path, ignore_errors=True)
+    shutil.rmtree(self.msgq_path, ignore_errors=True)
+    if PC:
+      shutil.rmtree(Paths.log_root(), ignore_errors=True)
+    if not os.environ.get("COMMA_CACHE", False):
+      shutil.rmtree(Paths.download_cache_root(), ignore_errors=True)
+    shutil.rmtree(Paths.comma_home(), ignore_errors=True)

iqpilot/common/queue.h

@@ -0,0 +1,52 @@
+#pragma once
+
+#include <condition_variable>
+#include <mutex>
+#include <queue>
+
+template <class T>
+class SafeQueue {
+public:
+  SafeQueue() = default;
+
+  void push(const T& v) {
+    {
+      std::unique_lock lk(m);
+      q.push(v);
+    }
+    cv.notify_one();
+  }
+
+  T pop() {
+    std::unique_lock lk(m);
+    cv.wait(lk, [this] { return !q.empty(); });
+    T v = q.front();
+    q.pop();
+    return v;
+  }
+
+  bool try_pop(T& v, int timeout_ms = 0) {
+    std::unique_lock lk(m);
+    if (!cv.wait_for(lk, std::chrono::milliseconds(timeout_ms), [this] { return !q.empty(); })) {
+      return false;
+    }
+    v = q.front();
+    q.pop();
+    return true;
+  }
+
+  bool empty() const {
+    std::scoped_lock lk(m);
+    return q.empty();
+  }
+
+  size_t size() const {
+    std::scoped_lock lk(m);
+    return q.size();
+  }
+
+private:
+  mutable std::mutex m;
+  std::condition_variable cv;
+  std::queue<T> q;
+};

iqpilot/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;
+}

iqpilot/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 uint64_t 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;
+};

iqpilot/common/realtime.py

@@ -0,0 +1,134 @@
+"""Utilities for reading real time clocks and keeping soft real time constraints."""
+import gc
+import os
+import sys
+import time
+
+from setproctitle import getproctitle
+
+from iqpilot.common.utils import MovingAverage
+from iqpilot.system.hardware import PC
+
+
+# time step for each process
+DT_CTRL = 0.01  # controlsd
+DT_MDL = 0.05  # model
+DT_HW = 0.5  # hardwared and manager
+DT_DMON = 0.05  # driver monitoring
+
+
+class Priority:
+  # CORE 2
+  # - modeld = 55
+  # - camerad = 54
+  CTRL_LOW = 51 # plannerd & radard
+
+  # CORE 3
+  # - pandad = 55
+  CTRL_HIGH = 53
+
+
+def set_core_affinity(cores: list[int]) -> None:
+  if sys.platform == 'linux' and not PC:
+    os.sched_setaffinity(0, cores)
+
+
+def config_realtime_process(cores: int | list[int], priority: int) -> None:
+  gc.disable()
+  if sys.platform == 'linux' and not PC:
+    os.sched_setscheduler(0, os.SCHED_FIFO, os.sched_param(priority))
+  c = cores if isinstance(cores, list) else [cores, ]
+  set_core_affinity(c)
+
+
+def config_background_thread() -> None:
+  if sys.platform == 'linux' and not PC:
+    os.sched_setscheduler(0, os.SCHED_OTHER, os.sched_param(0))
+    set_core_affinity(list(range(os.cpu_count() or 1)))
+
+
+def lock_memory() -> None:
+  """mlockall this process so memory reclaim/compaction can't stall it. RT control
+  procs only (locking ui/modeld would worsen pressure). Best-effort."""
+  if sys.platform != 'linux' or PC:
+    return
+  try:
+    import ctypes
+    import resource
+    resource.setrlimit(resource.RLIMIT_MEMLOCK, (resource.RLIM_INFINITY, resource.RLIM_INFINITY))
+    MCL_CURRENT, MCL_FUTURE = 0x1, 0x2
+    libc = ctypes.CDLL("libc.so.6", use_errno=True)
+    if libc.mlockall(MCL_CURRENT | MCL_FUTURE) != 0:
+      raise OSError(ctypes.get_errno(), os.strerror(ctypes.get_errno()))
+  except Exception as e:
+    try:
+      from iqpilot.common.swaglog import cloudlog
+      cloudlog.warning(f"lock_memory (mlockall) failed: {e}")
+    except Exception:
+      pass
+
+
+class Ratekeeper:
+  def __init__(self, rate: float, print_delay_threshold: float | None = 0.0) -> None:
+    """Rate in Hz for ratekeeping. print_delay_threshold must be nonnegative."""
+    self._interval = 1. / rate
+    self._print_delay_threshold = print_delay_threshold
+    self._frame = 0
+    self._remaining = 0.0
+    self._process_name = getproctitle()
+    self._last_monitor_time = -1.
+    self._next_frame_time = -1.
+
+    self.avg_dt = MovingAverage(100)
+    self.avg_dt.add_value(self._interval)
+
+  def reset(self) -> None:
+    self._remaining = 0.0
+    self._last_monitor_time = -1.
+    self._next_frame_time = -1.
+    self.avg_dt = MovingAverage(100)
+    self.avg_dt.add_value(self._interval)
+
+  @property
+  def frame(self) -> int:
+    return self._frame
+
+  @property
+  def remaining(self) -> float:
+    return self._remaining
+
+  @property
+  def lag(self) -> float:
+    return max(0., -self._remaining)
+
+  @property
+  def lagging(self) -> bool:
+    expected_dt = self._interval * (1 / 0.9)
+    return self.avg_dt.get_average() > expected_dt
+
+  # Maintain loop rate by calling this at the end of each loop
+  def keep_time(self) -> bool:
+    lagged = self.monitor_time()
+    if self._remaining > 0:
+      time.sleep(self._remaining)
+    return lagged
+
+  # Monitors the cumulative lag, but does not enforce a rate
+  def monitor_time(self) -> bool:
+    if self._last_monitor_time < 0:
+      self._next_frame_time = time.monotonic() + self._interval
+      self._last_monitor_time = time.monotonic()
+
+    prev = self._last_monitor_time
+    self._last_monitor_time = time.monotonic()
+    self.avg_dt.add_value(self._last_monitor_time - prev)
+
+    lagged = False
+    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")
+      lagged = True
+    self._frame += 1
+    self._remaining = remaining
+    return lagged

iqpilot/common/simple_kalman.py

@@ -0,0 +1,54 @@
+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
+
+
+class KF1D:
+  # this EKF assumes constant covariance matrix, so calculations are much simpler
+  # the Kalman gain also needs to be precomputed using the control module
+
+  def __init__(self, x0, A, C, K):
+    self.x0_0 = x0[0][0]
+    self.x1_0 = x0[1][0]
+    self.A0_0 = A[0][0]
+    self.A0_1 = A[0][1]
+    self.A1_0 = A[1][0]
+    self.A1_1 = A[1][1]
+    self.C0_0 = C[0]
+    self.C0_1 = C[1]
+    self.K0_0 = K[0][0]
+    self.K1_0 = K[1][0]
+
+    self.A_K_0 = self.A0_0 - self.K0_0 * self.C0_0
+    self.A_K_1 = self.A0_1 - self.K0_0 * self.C0_1
+    self.A_K_2 = self.A1_0 - self.K1_0 * self.C0_0
+    self.A_K_3 = self.A1_1 - self.K1_0 * self.C0_1
+
+    # K matrix needs to  be pre-computed as follow:
+    # import control
+    # (x, l, K) = control.dare(np.transpose(self.A), np.transpose(self.C), Q, R)
+    # self.K = np.transpose(K)
+
+  def update(self, meas):
+    #self.x = np.dot(self.A_K, self.x) + np.dot(self.K, meas)
+    x0_0 = self.A_K_0 * self.x0_0 + self.A_K_1 * self.x1_0 + self.K0_0 * meas
+    x1_0 = self.A_K_2 * self.x0_0 + self.A_K_3 * self.x1_0 + self.K1_0 * meas
+    self.x0_0 = x0_0
+    self.x1_0 = x1_0
+    return [self.x0_0, self.x1_0]
+
+  @property
+  def x(self):
+    return [[self.x0_0], [self.x1_0]]
+
+  def set_x(self, x):
+    self.x0_0 = x[0][0]
+    self.x1_0 = x[1][0]

iqpilot/common/slc_utilities.py

@@ -0,0 +1,126 @@
+import math
+import numpy as np
+
+try:
+  import requests
+except ImportError:
+  requests = None
+
+from iqpilot.common.slc_variables import EARTH_RADIUS
+
+
+def calculate_bearing_offset(latitude, longitude, current_bearing, distance):
+  """
+  Calculate new GPS coordinates given a starting point, bearing, and distance.
+  Used for Mapbox API lookahead calculations.
+
+  Args:
+    latitude: Starting latitude in degrees
+    longitude: Starting longitude in degrees
+    current_bearing: Bearing in degrees (0-360)
+    distance: Distance to project in meters
+
+  Returns:
+    Tuple of (new_latitude, new_longitude) in degrees
+  """
+  bearing = math.radians(current_bearing)
+  lat_rad = math.radians(latitude)
+  lon_rad = math.radians(longitude)
+
+  delta = distance / EARTH_RADIUS
+
+  new_lat = math.asin(math.sin(lat_rad) * math.cos(delta) + math.cos(lat_rad) * math.sin(delta) * math.cos(bearing))
+  new_lon = lon_rad + math.atan2(math.sin(bearing) * math.sin(delta) * math.cos(lat_rad), math.cos(delta) - math.sin(lat_rad) * math.sin(new_lat))
+  return math.degrees(new_lat), math.degrees(new_lon)
+
+
+def calculate_distance_to_point(lat1, lon1, lat2, lon2):
+  """
+  Calculate the great circle distance between two GPS points using the Haversine formula.
+
+  Args:
+    lat1, lon1: First point coordinates in degrees
+    lat2, lon2: Second point coordinates in degrees
+
+  Returns:
+    Distance in meters
+  """
+  lat1_rad = math.radians(lat1)
+  lon1_rad = math.radians(lon1)
+  lat2_rad = math.radians(lat2)
+  lon2_rad = math.radians(lon2)
+
+  delta_lat = lat2_rad - lat1_rad
+  delta_lon = lon2_rad - lon1_rad
+
+  a = (math.sin(delta_lat / 2) ** 2) + math.cos(lat1_rad) * math.cos(lat2_rad) * (math.sin(delta_lon / 2) ** 2)
+  c = 2 * math.atan2(math.sqrt(a), math.sqrt(1 - a))
+
+  return EARTH_RADIUS * c
+
+
+def calculate_lane_width(lane_line1, lane_line2, road_edge=None):
+  """
+  Calculate the width of a lane based on lane line positions.
+  Used for speed limit filler to determine road width.
+
+  Args:
+    lane_line1: First lane line object with x, y coordinates
+    lane_line2: Second lane line object with x, y coordinates
+    road_edge: Optional road edge object with x, y coordinates
+
+  Returns:
+    Lane width in meters
+  """
+  lane_line1_x = np.asarray(lane_line1.x)
+  lane_line1_y = np.asarray(lane_line1.y)
+
+  lane_line2_x = np.asarray(lane_line2.x)
+  lane_line2_y = np.asarray(lane_line2.y)
+
+  lane_y_interp = np.interp(lane_line2_x, lane_line1_x, lane_line1_y)
+  distance_to_lane = np.median(np.abs(lane_line2_y - lane_y_interp))
+
+  if road_edge is None:
+    return distance_to_lane
+
+  road_edge_x = np.asarray(road_edge.x)
+  road_edge_y = np.asarray(road_edge.y)
+
+  edge_y_interp = np.interp(lane_line2_x, road_edge_x, road_edge_y)
+  distance_to_edge = np.median(np.abs(lane_line2_y - edge_y_interp))
+
+  return max(distance_to_lane, distance_to_edge)
+
+
+def is_url_pingable(url):
+  """
+  Check if a URL is accessible and responding.
+  Used to verify Mapbox/Overpass API availability before making requests.
+
+  Args:
+    url: URL to ping
+
+  Returns:
+    Boolean indicating if URL is accessible
+  """
+  if not url:
+    return False
+
+  if requests is None:
+    return False
+
+  if not hasattr(is_url_pingable, "session"):
+    is_url_pingable.session = requests.Session()
+    is_url_pingable.session.headers.update({"User-Agent": "iqpilot-ping-test/1.0"})
+
+  try:
+    response = is_url_pingable.session.head(url, timeout=10, allow_redirects=True)
+    if response.status_code in (405, 501):
+      response = is_url_pingable.session.get(url, timeout=10, allow_redirects=True, stream=True)
+
+    is_accessible = response.ok
+    response.close()
+    return is_accessible
+  except Exception:
+    return False

iqpilot/common/slc_variables.py

@@ -0,0 +1,35 @@
+# Earth radius in meters (for GPS calculations)
+EARTH_RADIUS = 6378137
+
+# Mapbox API limits
+FREE_MAPBOX_REQUESTS = 100_000
+
+# Speed limit offset zones for different unit systems
+# Each entry is (min_speed_ms, max_speed_ms, param_name); the param value is a
+# percent offset applied to the resolved limit (e.g. 10 -> +10%), lower bound inclusive
+
+OFFSET_PERCENT_MAX = 50.0
+
+OFFSET_MAP_IMPERIAL = [
+  (0, 8.94, "speed_limit_offset1"),               # 0-20 mph
+  (8.94, 17.88, "speed_limit_offset2"),           # 20-40 mph
+  (17.88, float("inf"), "speed_limit_offset3"),   # 40+ mph
+]
+
+OFFSET_MAP_METRIC = [
+  (0, 8.33, "speed_limit_offset1"),               # 0-30 km/h
+  (8.33, 16.67, "speed_limit_offset2"),           # 30-60 km/h
+  (16.67, float("inf"), "speed_limit_offset3"),   # 60+ km/h
+]
+
+# Speed limit filler constants
+BOUNDING_BOX_RADIUS_DEGREE = 0.1
+MAX_ENTRIES = 1_000_000
+MAX_OVERPASS_DATA_BYTES = 1_073_741_824
+MAX_OVERPASS_REQUESTS = 10_000
+METERS_PER_DEG_LAT = 111_320
+VETTING_INTERVAL_DAYS = 7
+
+# Overpass API URLs
+OVERPASS_API_URL = "https://overpass-api.de/api/interpreter"
+OVERPASS_STATUS_URL = "https://overpass-api.de/api/status"

iqpilot/common/speed_assist_tiers.py

@@ -0,0 +1,20 @@
+"""
+Copyright © IQ.Lvbs, apart of Project Teal Lvbs, All Rights Reserved, licensed under https://konn3kt.com/tos
+
+Engagement tiers for the speed-assist feature. A tier is persisted as an integer
+under the "IQSpeedAssistMode" param; the ordinal IS the stored value and must remain
+stable (0..3), ordered by how much the tier is allowed to intervene.
+"""
+from enum import IntEnum
+
+STORE_KEY = "IQSpeedAssistMode"
+
+# none -> just display the limit -> highlight overspeed -> move the set speed
+SpeedAssistTier = IntEnum("SpeedAssistTier", "DISABLED ADVISORY ALERTING ACTUATING", start=0)
+
+DEFAULT_TIER = SpeedAssistTier.ADVISORY
+
+
+def actuates_speed(tier) -> bool:
+  """Only the top tier is permitted to drive the cruise set speed."""
+  return int(tier) == SpeedAssistTier.ACTUATING

iqpilot/common/spinner.py

@@ -0,0 +1,52 @@
+import os
+import subprocess
+from iqpilot.common.basedir import BASEDIR
+
+
+class Spinner:
+  def __init__(self):
+    try:
+      self.spinner_proc = subprocess.Popen(["./spinner.py"],
+                                           stdin=subprocess.PIPE,
+                                           cwd=os.path.join(BASEDIR, "iqpilot", "system", "ui"),
+                                           close_fds=True)
+    except OSError:
+      self.spinner_proc = None
+
+  def __enter__(self):
+    return self
+
+  def update(self, spinner_text: str):
+    if self.spinner_proc is not None:
+      self.spinner_proc.stdin.write(spinner_text.encode('utf8') + b"\n")
+      try:
+        self.spinner_proc.stdin.flush()
+      except BrokenPipeError:
+        pass
+
+  def update_progress(self, cur: float, total: float):
+    self.update(str(round(100 * cur / total)))
+
+  def close(self):
+    if self.spinner_proc is not None:
+      self.spinner_proc.kill()
+      try:
+        self.spinner_proc.communicate(timeout=2.)
+      except subprocess.TimeoutExpired:
+        print("WARNING: failed to kill spinner")
+      self.spinner_proc = None
+
+  def __del__(self):
+    self.close()
+
+  def __exit__(self, exc_type, exc_value, traceback):
+    self.close()
+
+
+if __name__ == "__main__":
+  import time
+  with Spinner() as s:
+    s.update("Spinner text")
+    time.sleep(5.0)
+  print("gone")
+  time.sleep(5.0)

iqpilot/common/stat_live.py

@@ -0,0 +1,73 @@
+import numpy as np
+
+class RunningStat:
+  # tracks realtime mean and standard deviation without storing any data
+  def __init__(self, priors=None, max_trackable=-1):
+    self.max_trackable = max_trackable
+    if priors is not None:
+      # initialize from history
+      self.M = priors[0]
+      self.S = priors[1]
+      self.n = priors[2]
+      self.M_last = self.M
+      self.S_last = self.S
+
+    else:
+      self.reset()
+
+  def reset(self):
+    self.M = 0.
+    self.S = 0.
+    self.M_last = 0.
+    self.S_last = 0.
+    self.n = 0
+
+  def push_data(self, new_data):
+    # short term memory hack
+    if self.max_trackable < 0 or self.n < self.max_trackable:
+      self.n += 1
+    if self.n == 0:
+      self.M_last = new_data
+      self.M = self.M_last
+      self.S_last = 0.
+    else:
+      self.M = self.M_last + (new_data - self.M_last) / self.n
+      self.S = self.S_last + (new_data - self.M_last) * (new_data - self.M)
+      self.M_last = self.M
+      self.S_last = self.S
+
+  def mean(self):
+    return self.M
+
+  def variance(self):
+    if self.n >= 2:
+      return self.S / (self.n - 1.)
+    else:
+      return 0
+
+  def std(self):
+    return np.sqrt(self.variance())
+
+  def params_to_save(self):
+    return [self.M, self.S, self.n]
+
+class RunningStatFilter:
+  def __init__(self, raw_priors=None, filtered_priors=None, max_trackable=-1):
+    self.raw_stat = RunningStat(raw_priors, -1)
+    self.filtered_stat = RunningStat(filtered_priors, max_trackable)
+
+  def reset(self):
+    self.raw_stat.reset()
+    self.filtered_stat.reset()
+
+  def push_and_update(self, new_data):
+    _std_last = self.raw_stat.std()
+    self.raw_stat.push_data(new_data)
+    _delta_std = self.raw_stat.std() - _std_last
+    if _delta_std <= 0:
+      self.filtered_stat.push_data(new_data)
+    else:
+      pass
+      # self.filtered_stat.push_data(self.filtered_stat.mean())
+
+# class SequentialBayesian():

iqpilot/common/steer_delay.py

@@ -0,0 +1,60 @@
+"""
+Copyright © IQ.Lvbs, apart of Project Teal Lvbs, All Rights Reserved, licensed under https://konn3kt.com/tos
+
+Chooses which steer-actuator delay the lateral controllers run with: the value the
+live estimator learned, or the driver's fixed software delay — gated by the
+"IQLiveSteerDelay" param. The pick is mirrored into "IQSteerDelayCache" so consumers that do
+not subscribe to lateralDelay can still read the current value.
+"""
+from iqpilot.cereal import car
+from iqpilot.common.params import Params
+
+_ENABLE_KEY = "IQLiveSteerDelay"
+_FIXED_KEY = "IQSoftwareSteerDelay"
+_CACHE_KEY = "IQSteerDelayCache"
+
+
+def fixed_steer_delay(params, stock_delay):
+  """The rack's own delay plus the driver's IQSoftwareSteerDelay offset, as the UI reports it."""
+  return stock_delay + float(params.get(_FIXED_KEY, return_default=True))
+
+
+def resolve_steer_delay(params, stock_delay):
+  """Learned lateral delay while live-learning is enabled, otherwise the driver's fixed delay."""
+  if not params.get_bool(_ENABLE_KEY):
+    return fixed_steer_delay(params, stock_delay)
+  return float(params.get(_CACHE_KEY, return_default=True))
+
+
+def lateral_action_delay(params, car_params, live_delay):
+  """Delay the lateral path should be planned against.
+
+  Angle cars honour the IQLiveSteerDelay toggle so that with live learning off the
+  estimate never reaches the path: lagd cross-correlates against localizer lateral
+  accel, so it reports whole-vehicle response (~0.36 s measured on VW MQB, 0.44 s on
+  Tesla) where the lookahead wants actuator delay (~0.10 s). Torque cars keep the
+  live estimate.
+  """
+  if car_params.steerControlType == car.CarParams.SteerControlType.angle:
+    return resolve_steer_delay(params, car_params.steerActuatorDelay)
+  return live_delay
+
+
+def cached_steer_delay():
+  """Last value SteerDelayPublisher mirrored into the param — usable without a
+  lateralDelay subscription (e.g. at process startup)."""
+  return Params().get(_CACHE_KEY, return_default=True)
+
+
+class SteerDelayPublisher:
+  """Refreshes IQSteerDelayCache every lag message: the learned live delay when the
+  toggle is on, else the actuator delay plus the driver's fixed software offset."""
+
+  def __init__(self, car_params):
+    self._params = Params()
+    self._actuator_delay = car_params.steerActuatorDelay
+
+  def update(self, lag_msg):
+    live = self._params.get_bool(_ENABLE_KEY)
+    value = lag_msg.lateralDelay.lateralDelay if live else fixed_steer_delay(self._params, self._actuator_delay)
+    self._params.put_nonblocking(_CACHE_KEY, value)

iqpilot/common/swaglog.cc

@@ -0,0 +1,174 @@
+#ifndef _GNU_SOURCE
+#define _GNU_SOURCE
+#endif
+
+#include "common/swaglog.h"
+
+#include <cassert>
+#include <limits>
+#include <mutex>
+#include <string>
+
+#include <zmq.h>
+#include <stdarg.h>
+#include <unistd.h>
+#include "third_party/json11/json11.hpp"
+#include "system/hardware/hw.h"
+
+#include "iqpilot/common/version.h"
+
+class SwaglogState {
+public:
+  SwaglogState() {
+    zctx = zmq_ctx_new();
+    sock = zmq_socket(zctx, ZMQ_PUSH);
+
+    // Timeout on shutdown for messages to be received by the logging process
+    int timeout = 100;
+    zmq_setsockopt(sock, ZMQ_LINGER, &timeout, sizeof(timeout));
+    zmq_connect(sock, Path::swaglog_ipc().c_str());
+
+    // workaround for https://github.com/dropbox/json11/issues/38
+    setlocale(LC_NUMERIC, "C");
+
+    print_level = CLOUDLOG_WARNING;
+    if (const char* print_lvl = getenv("LOGPRINT")) {
+      if (strcmp(print_lvl, "debug") == 0) {
+        print_level = CLOUDLOG_DEBUG;
+      } else if (strcmp(print_lvl, "info") == 0) {
+        print_level = CLOUDLOG_INFO;
+      } else if (strcmp(print_lvl, "warning") == 0) {
+        print_level = CLOUDLOG_WARNING;
+      }
+    }
+
+    ctx_j = json11::Json::object{};
+    if (char* dongle_id = getenv("DONGLE_ID")) {
+      ctx_j["dongle_id"] = dongle_id;
+    }
+    if (char* git_origin = getenv("GIT_ORIGIN")) {
+      ctx_j["origin"] = git_origin;
+    }
+    if (char* git_branch = getenv("GIT_BRANCH")) {
+      ctx_j["branch"] = git_branch;
+    }
+    if (char* git_commit = getenv("GIT_COMMIT")) {
+      ctx_j["commit"] = git_commit;
+    }
+    if (char* daemon_name = getenv("MANAGER_DAEMON")) {
+      ctx_j["daemon"] = daemon_name;
+    }
+    ctx_j["version"] = COMMA_VERSION;
+    ctx_j["dirty"] = !getenv("CLEAN");
+    ctx_j["device"] = Hardware::get_name();
+
+    // colorize the shared console (tmux) only; redirected/captured logs stay plain
+    color = isatty(fileno(stdout)) && (getenv("NO_COLOR") == nullptr);
+  }
+
+  ~SwaglogState() {
+    zmq_close(sock);
+    zmq_ctx_destroy(zctx);
+  }
+
+  void log(int levelnum, const char* filename, int lineno, const char* func, const char* msg, const std::string& log_s) {
+    std::lock_guard lk(lock);
+    if (levelnum >= print_level) {
+      if (color) {
+        // severity label (errors loud, info/debug muted) + dim source + message
+        const char *lc, *ln;
+        if      (levelnum >= CLOUDLOG_CRITICAL) { lc = "\033[1;38;5;196m"; ln = "CRIT"; }
+        else if (levelnum >= CLOUDLOG_ERROR)    { lc = "\033[1;38;5;203m"; ln = " ERR"; }
+        else if (levelnum >= CLOUDLOG_WARNING)  { lc = "\033[38;5;214m";   ln = "WARN"; }
+        else if (levelnum >= CLOUDLOG_INFO)     { lc = "\033[38;5;110m";   ln = "info"; }
+        else                                    { lc = "\033[38;5;244m";   ln = " dbg"; }
+        const char* mc = (levelnum >= CLOUDLOG_ERROR) ? "\033[1;38;5;210m" : "";
+        const char* mr = (levelnum >= CLOUDLOG_ERROR) ? "\033[0m" : "";
+        printf("%s%4s\033[0m  \033[2m%s\033[0m  %s%s%s\n", lc, ln, filename, mc, msg, mr);
+      } else {
+        printf("%s: %s\n", filename, msg);
+      }
+    }
+    zmq_send(sock, log_s.data(), log_s.length(), ZMQ_NOBLOCK);
+  }
+
+  std::mutex lock;
+  void* zctx = nullptr;
+  void* sock = nullptr;
+  bool color = false;
+  int print_level;
+  json11::Json::object ctx_j;
+};
+
+bool LOG_TIMESTAMPS = getenv("LOG_TIMESTAMPS");
+uint32_t NO_FRAME_ID = std::numeric_limits<uint32_t>::max();
+
+static void cloudlog_common(int levelnum, const char* filename, int lineno, const char* func,
+                            char* msg_buf, const json11::Json::object &msg_j={}) {
+  static SwaglogState s;
+
+  json11::Json::object log_j = json11::Json::object {
+    {"ctx", s.ctx_j},
+    {"levelnum", levelnum},
+    {"filename", filename},
+    {"lineno", lineno},
+    {"funcname", func},
+    {"created", seconds_since_epoch()}
+  };
+  if (msg_j.empty()) {
+    log_j["msg"] = msg_buf;
+  } else {
+    log_j["msg"] = msg_j;
+  }
+
+  std::string log_s;
+  log_s += (char)levelnum;
+  ((json11::Json)log_j).dump(log_s);
+  s.log(levelnum, filename, lineno, func, msg_buf, log_s);
+
+  free(msg_buf);
+}
+
+void cloudlog_e(int levelnum, const char* filename, int lineno, const char* func,
+                const char* fmt, ...) {
+  va_list args;
+  va_start(args, fmt);
+  char* msg_buf = nullptr;
+  int ret = vasprintf(&msg_buf, fmt, args);
+  va_end(args);
+  if (ret <= 0 || !msg_buf) return;
+  cloudlog_common(levelnum, filename, lineno, func, msg_buf);
+}
+
+void cloudlog_t_common(int levelnum, const char* filename, int lineno, const char* func,
+                       uint32_t frame_id, const char* fmt, va_list args) {
+  if (!LOG_TIMESTAMPS) return;
+  char* msg_buf = nullptr;
+  int ret = vasprintf(&msg_buf, fmt, args);
+  if (ret <= 0 || !msg_buf) return;
+  json11::Json::object tspt_j = json11::Json::object{
+    {"event", msg_buf},
+    {"time", std::to_string(nanos_since_boot())}
+  };
+  if (frame_id < NO_FRAME_ID) {
+    tspt_j["frame_id"] = std::to_string(frame_id);
+  }
+  tspt_j = json11::Json::object{{"timestamp", tspt_j}};
+  cloudlog_common(levelnum, filename, lineno, func, msg_buf, tspt_j);
+}
+
+
+void cloudlog_te(int levelnum, const char* filename, int lineno, const char* func,
+                 const char* fmt, ...) {
+  va_list args;
+  va_start(args, fmt);
+  cloudlog_t_common(levelnum, filename, lineno, func, NO_FRAME_ID, fmt, args);
+  va_end(args);
+}
+void cloudlog_te(int levelnum, const char* filename, int lineno, const char* func,
+                 uint32_t frame_id, const char* fmt, ...) {
+  va_list args;
+  va_start(args, fmt);
+  cloudlog_t_common(levelnum, filename, lineno, func, frame_id, fmt, args);
+  va_end(args);
+}

iqpilot/common/swaglog.h

@@ -0,0 +1,76 @@
+#pragma once
+
+#include "common/timing.h"
+
+#define CLOUDLOG_DEBUG 10
+#define CLOUDLOG_INFO 20
+#define CLOUDLOG_WARNING 30
+#define CLOUDLOG_ERROR 40
+#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, ...) SWAG_LOG_CHECK_FMT(5, 6);
+
+void cloudlog_te(int levelnum, const char* filename, int lineno, const char* func,
+                 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, ...) SWAG_LOG_CHECK_FMT(6, 7);
+
+
+#define cloudlog(lvl, fmt, ...) cloudlog_e(lvl, __FILE__, __LINE__, \
+                                           __func__, \
+                                           fmt, ## __VA_ARGS__)
+
+#define cloudlog_t(lvl, ...) cloudlog_te(lvl, __FILE__, __LINE__, \
+                                          __func__, \
+                                          __VA_ARGS__)
+
+
+#define cloudlog_rl(burst, millis, lvl, fmt, ...)   \
+{                                                   \
+  static uint64_t __begin = 0;                      \
+  static int __printed = 0;                         \
+  static int __missed = 0;                          \
+                                                    \
+  int __burst = (burst);                            \
+  int __millis = (millis);                          \
+  uint64_t __ts = nanos_since_boot();               \
+                                                    \
+  if (!__begin) { __begin = __ts; }                 \
+                                                    \
+  if (__begin + __millis*1000000ULL < __ts) {       \
+    if (__missed) {                                 \
+      cloudlog(CLOUDLOG_WARNING, "cloudlog: %d messages suppressed", __missed); \
+    }                                               \
+    __begin = 0;                                    \
+    __printed = 0;                                  \
+    __missed = 0;                                   \
+  }                                                 \
+                                                    \
+  if (__printed < __burst) {                        \
+    cloudlog(lvl, fmt, ## __VA_ARGS__);             \
+    __printed++;                                    \
+  } else {                                          \
+    __missed++;                                     \
+  }                                                 \
+}
+
+
+#define LOGT(...) cloudlog_t(CLOUDLOG_DEBUG, __VA_ARGS__)
+#define LOGD(fmt, ...) cloudlog(CLOUDLOG_DEBUG, fmt, ## __VA_ARGS__)
+#define LOG(fmt, ...) cloudlog(CLOUDLOG_INFO, fmt, ## __VA_ARGS__)
+#define LOGW(fmt, ...) cloudlog(CLOUDLOG_WARNING, fmt, ## __VA_ARGS__)
+#define LOGE(fmt, ...) cloudlog(CLOUDLOG_ERROR, fmt, ## __VA_ARGS__)
+
+#define LOGD_100(fmt, ...) cloudlog_rl(2, 100, CLOUDLOG_DEBUG, fmt, ## __VA_ARGS__)
+#define LOG_100(fmt, ...) cloudlog_rl(2, 100, CLOUDLOG_INFO, fmt, ## __VA_ARGS__)
+#define LOGW_100(fmt, ...) cloudlog_rl(2, 100, CLOUDLOG_WARNING, fmt, ## __VA_ARGS__)
+#define LOGE_100(fmt, ...) cloudlog_rl(2, 100, CLOUDLOG_ERROR, fmt, ## __VA_ARGS__)

iqpilot/common/swaglog.py

@@ -0,0 +1,165 @@
+import logging
+import os
+import sys
+import time
+import warnings
+from pathlib import Path
+from logging.handlers import BaseRotatingHandler
+
+import zmq
+
+from iqpilot.common.logging_extra import SwagLogger, SwagFormatter, SwagLogFileFormatter
+from iqpilot.system.hardware.hw import Paths
+
+
+def get_file_handler():
+  Path(Paths.swaglog_root()).mkdir(parents=True, exist_ok=True)
+  base_filename = os.path.join(Paths.swaglog_root(), "swaglog")
+  handler = SwaglogRotatingFileHandler(base_filename)
+  return handler
+
+class SwaglogRotatingFileHandler(BaseRotatingHandler):
+  def __init__(self, base_filename, interval=60, max_bytes=1024*256, backup_count=2500, encoding=None):
+    super().__init__(base_filename, mode="a", encoding=encoding, delay=True)
+    self.base_filename = base_filename
+    self.interval = interval # seconds
+    self.max_bytes = max_bytes
+    self.backup_count = backup_count
+    self.log_files = self.get_existing_logfiles()
+    log_indexes = [f.split(".")[-1] for f in self.log_files]
+    self.last_file_idx = max([int(i) for i in log_indexes if i.isdigit()] or [-1])
+    self.last_rollover = None
+    self.doRollover()
+
+  def _open(self):
+    self.last_rollover = time.monotonic()
+    self.last_file_idx += 1
+    next_filename = f"{self.base_filename}.{self.last_file_idx:010}"
+    stream = open(next_filename, self.mode, encoding=self.encoding)
+    self.log_files.insert(0, next_filename)
+    return stream
+
+  def get_existing_logfiles(self):
+    log_files = list()
+    base_dir = os.path.dirname(self.base_filename)
+    for fn in os.listdir(base_dir):
+      fp = os.path.join(base_dir, fn)
+      if fp.startswith(self.base_filename) and os.path.isfile(fp):
+        log_files.append(fp)
+    return sorted(log_files)
+
+  def shouldRollover(self, record):
+    size_exceeded = self.max_bytes > 0 and self.stream.tell() >= self.max_bytes
+    time_exceeded = self.interval > 0 and self.last_rollover + self.interval <= time.monotonic()
+    return size_exceeded or time_exceeded
+
+  def doRollover(self):
+    if self.stream:
+      self.stream.close()
+    self.stream = self._open()
+
+    if self.backup_count > 0:
+      while len(self.log_files) > self.backup_count:
+        to_delete = self.log_files.pop()
+        if os.path.exists(to_delete): # just being safe, should always exist
+          os.remove(to_delete)
+
+class UnixDomainSocketHandler(logging.Handler):
+  def __init__(self, formatter):
+    logging.Handler.__init__(self)
+    self.setFormatter(formatter)
+    self.pid = None
+
+    self.zctx = None
+    self.sock = None
+
+  def __del__(self):
+    self.close()
+
+  def close(self):
+    if self.sock is not None:
+      self.sock.close()
+    if self.zctx is not None:
+      self.zctx.term()
+
+  def connect(self):
+    self.zctx = zmq.Context()
+    self.sock = self.zctx.socket(zmq.PUSH)
+    self.sock.setsockopt(zmq.LINGER, 10)
+    self.sock.connect(Paths.swaglog_ipc())
+    self.pid = os.getpid()
+
+  def emit(self, record):
+    if os.getpid() != self.pid:
+      # TODO suppresses warning about forking proc with zmq socket, fix root cause
+      warnings.filterwarnings("ignore", category=ResourceWarning, message="unclosed.*<zmq.*>")
+      self.connect()
+
+    msg = self.format(record).rstrip('\n')
+    # print("SEND".format(repr(msg)))
+    try:
+      s = chr(record.levelno)+msg
+      self.sock.send(s.encode('utf8'), zmq.NOBLOCK)
+    except zmq.error.Again:
+      # drop :/
+      pass
+
+
+class ForwardingHandler(logging.Handler):
+  def __init__(self, target_logger):
+    super().__init__()
+    self.target_logger = target_logger
+
+  def emit(self, record):
+    self.target_logger.handle(record)
+
+
+def add_file_handler(log):
+  """
+  Function to add the file log handler to swaglog.
+  This can be used to store logs when logmessaged is not running.
+  """
+  handler = get_file_handler()
+  handler.setFormatter(SwagLogFileFormatter(log))
+  log.addHandler(handler)
+
+
+cloudlog = log = SwagLogger()
+log.setLevel(logging.DEBUG)
+
+
+class PrettyConsoleFormatter(logging.Formatter):
+  # StreamHandler writes to stderr, so tty-gate on that
+  _COLOR = sys.stderr.isatty() and os.environ.get('NO_COLOR') is None
+
+  def format(self, record):
+    msg = record.getMessage()
+    if not self._COLOR:
+      return f"{record.filename}: {msg}"
+    lvl = record.levelno
+    if   lvl >= 50: lc, ln = "\033[1;38;5;196m", "CRIT"
+    elif lvl >= 40: lc, ln = "\033[1;38;5;203m", " ERR"
+    elif lvl >= 30: lc, ln = "\033[38;5;214m", "WARN"
+    elif lvl >= 20: lc, ln = "\033[38;5;110m", "info"
+    else:           lc, ln = "\033[38;5;244m", " dbg"
+    body = f"\033[1;38;5;210m{msg}\033[0m" if lvl >= 40 else msg
+    src = "" if record.filename == "(unknown file)" else f"\033[2m{record.filename}\033[0m  "
+    return f"{lc}{ln:>4}\033[0m  {src}{body}"
+
+
+outhandler = logging.StreamHandler()
+outhandler.setFormatter(PrettyConsoleFormatter())
+
+print_level = os.environ.get('LOGPRINT', 'warning')
+if print_level == 'debug':
+  outhandler.setLevel(logging.DEBUG)
+elif print_level == 'info':
+  outhandler.setLevel(logging.INFO)
+elif print_level == 'warning':
+  outhandler.setLevel(logging.WARNING)
+
+ipchandler = UnixDomainSocketHandler(SwagFormatter(log))
+
+log.addHandler(outhandler)
+# logs are sent through IPC before writing to disk to prevent disk I/O blocking
+log.addHandler(ipchandler)

iqpilot/common/tests/.gitignore

@@ -0,0 +1 @@
+test_common

iqpilot/common/tests/native_test.h

@@ -0,0 +1,25 @@
+#pragma once
+
+#include <iostream>
+#include <stdexcept>
+#include <string>
+
+inline void native_test_check(bool condition, const char *expression, const char *file, int line) {
+  if (!condition) {
+    throw std::runtime_error(std::string(file) + ":" + std::to_string(line) + ": check failed: " + expression);
+  }
+}
+
+#define CHECK(condition) native_test_check(static_cast<bool>(condition), #condition, __FILE__, __LINE__)
+#define REQUIRE(...) CHECK((__VA_ARGS__))
+
+template <typename Function>
+int run_native_test(Function &&function) {
+  try {
+    function();
+    return 0;
+  } catch (const std::exception &error) {
+    std::cerr << error.what() << '\n';
+    return 1;
+  }
+}

iqpilot/common/tests/test_file_helpers.py

@@ -0,0 +1,19 @@
+import os
+from uuid import uuid4
+
+from iqpilot.common.utils import atomic_write
+
+
+class TestFileHelpers:
+  def run_atomic_write_func(self, atomic_write_func):
+    path = f"/tmp/tmp{uuid4()}"
+    with atomic_write_func(path) as f:
+      f.write("test")
+      assert not os.path.exists(path)
+
+    with open(path) as f:
+      assert f.read() == "test"
+    os.remove(path)
+
+  def test_atomic_write(self):
+    self.run_atomic_write_func(atomic_write)

iqpilot/common/tests/test_markdown.py

@@ -0,0 +1,15 @@
+import os
+
+from iqpilot.common.basedir import BASEDIR
+from iqpilot.common.markdown import parse_markdown
+
+
+class TestMarkdown:
+  def test_all_release_notes(self):
+    with open(os.path.join(BASEDIR, "iqpilot", "docs", "CHANGELOG.md")) as f:
+      release_notes = f.read().split("\n\n")
+      assert len(release_notes) > 10
+
+      for rn in release_notes:
+        md = parse_markdown(rn)
+        assert len(md) > 0

iqpilot/common/tests/test_params.cc

@@ -0,0 +1,33 @@
+#include "catch2/catch.hpp"
+#include <fcntl.h>
+#include <sys/file.h>
+#include <unistd.h>
+#define private public
+#include "common/params.h"
+#include "common/util.h"
+
+TEST_CASE("params_nonblocking_put") {
+  char tmp_path[] = "/tmp/asyncWriter_XXXXXX";
+  const std::string param_path = mkdtemp(tmp_path);
+  auto param_names = {"CarParams", "IsMetric"};
+  {
+    Params params(param_path);
+    const int lock_fd = open((param_path + "/.lock").c_str(), O_CREAT | O_RDWR, 0775);
+    REQUIRE(lock_fd >= 0);
+    REQUIRE(flock(lock_fd, LOCK_EX) == 0);
+    for (const auto &name : param_names) {
+      params.putNonBlocking(name, "1");
+    }
+
+    const bool future_valid = params.future.valid();
+    const auto future_status = future_valid ? params.future.wait_for(std::chrono::milliseconds(0)) : std::future_status::deferred;
+    REQUIRE(flock(lock_fd, LOCK_UN) == 0);
+    REQUIRE(close(lock_fd) == 0);
+    REQUIRE(future_valid);
+    REQUIRE(future_status == std::future_status::timeout);
+  }
+  Params p(param_path);
+  for (const auto &name : param_names) {
+    REQUIRE(p.get(name) == "1");
+  }
+}

iqpilot/common/tests/test_params.py

@@ -0,0 +1,145 @@
+import pytest
+import datetime
+import os
+import threading
+import time
+import uuid
+
+from iqpilot.common.params import Params, ParamKeyFlag, UnknownKeyName
+
+class TestParams:
+  def setup_method(self):
+    self.params = Params()
+
+  def test_params_put_and_get(self):
+    self.params.put("DongleId", "cb38263377b873ee")
+    assert self.params.get("DongleId") == "cb38263377b873ee"
+
+  def test_params_non_ascii(self):
+    st = b"\xe1\x90\xff"
+    self.params.put("CarParams", st)
+    assert self.params.get("CarParams") == st
+
+  def test_params_get_cleared_manager_start(self):
+    self.params.put("CarParams", b"test")
+    self.params.put("DongleId", "cb38263377b873ee")
+    assert self.params.get("CarParams") == b"test"
+
+    undefined_param = self.params.get_param_path(uuid.uuid4().hex)
+    with open(undefined_param, "w") as f:
+      f.write("test")
+    assert os.path.isfile(undefined_param)
+
+    self.params.clear_all(ParamKeyFlag.CLEAR_ON_MANAGER_START)
+    assert self.params.get("CarParams") is None
+    assert self.params.get("DongleId") is not None
+    assert not os.path.isfile(undefined_param)
+
+  def test_params_two_things(self):
+    self.params.put("DongleId", "bob")
+    self.params.put("AthenadPid", 123)
+    assert self.params.get("DongleId") == "bob"
+    assert self.params.get("AthenadPid") == 123
+
+  def test_params_get_block(self):
+    def _delayed_writer():
+      time.sleep(0.1)
+      self.params.put("CarParams", b"test")
+    threading.Thread(target=_delayed_writer).start()
+    assert self.params.get("CarParams") is None
+    assert self.params.get("CarParams", block=True) == b"test"
+
+  def test_params_unknown_key_fails(self):
+    with pytest.raises(UnknownKeyName):
+      self.params.get("swag")
+
+    with pytest.raises(UnknownKeyName):
+      self.params.get_bool("swag")
+
+    with pytest.raises(UnknownKeyName):
+      self.params.put("swag", "abc")
+
+    with pytest.raises(UnknownKeyName):
+      self.params.put_bool("swag", True)
+
+  def test_remove_not_there(self):
+    assert self.params.get("CarParams") is None
+    self.params.remove("CarParams")
+    assert self.params.get("CarParams") is None
+
+  def test_get_bool(self):
+    self.params.remove("IsMetric")
+    assert not self.params.get_bool("IsMetric")
+
+    self.params.put_bool("IsMetric", True)
+    assert self.params.get_bool("IsMetric")
+
+    self.params.put_bool("IsMetric", False)
+    assert not self.params.get_bool("IsMetric")
+
+    self.params.put("IsMetric", True)
+    assert self.params.get_bool("IsMetric")
+
+    self.params.put("IsMetric", False)
+    assert not self.params.get_bool("IsMetric")
+
+  def test_navigation_disabled_default(self):
+    self.params.remove("NavigationEnabled")
+    assert not self.params.get_bool("NavigationEnabled")
+
+  def test_put_non_blocking_with_get_block(self):
+    q = Params()
+    def _delayed_writer():
+      time.sleep(0.1)
+      Params().put_nonblocking("CarParams", b"test")
+    threading.Thread(target=_delayed_writer).start()
+    assert q.get("CarParams") is None
+    assert q.get("CarParams", True) == b"test"
+
+  def test_put_bool_non_blocking_with_get_block(self):
+    q = Params()
+    def _delayed_writer():
+      time.sleep(0.1)
+      Params().put_bool_nonblocking("CarParams", True)
+    threading.Thread(target=_delayed_writer).start()
+    assert q.get("CarParams") is None
+    assert q.get("CarParams", True) == b"1"
+
+  def test_params_all_keys(self):
+    keys = Params().all_keys()
+
+    # sanity checks
+    assert len(keys) > 20
+    assert len(keys) == len(set(keys))
+    assert b"CarParams" in keys
+
+  def test_params_default_value(self):
+    self.params.remove("LanguageSetting")
+    self.params.remove("LongitudinalPersonality")
+    self.params.remove("LiveParameters")
+
+    assert self.params.get("LanguageSetting") is None
+    assert self.params.get("LanguageSetting", return_default=False) is None
+    assert isinstance(self.params.get("LanguageSetting", return_default=True), str)
+    assert isinstance(self.params.get("LongitudinalPersonality", return_default=True), int)
+    assert self.params.get("LiveParameters") is None
+    assert self.params.get("LiveParameters", return_default=True) is None
+
+  def test_params_get_type(self):
+    # json
+    self.params.put("ApiCache_FirehoseStats", {"a": 0})
+    assert self.params.get("ApiCache_FirehoseStats") == {"a": 0}
+
+    # int
+    self.params.put("BootCount", 1441)
+    assert self.params.get("BootCount") == 1441
+
+    # bool
+    self.params.put("AdbEnabled", True)
+    assert self.params.get("AdbEnabled")
+    assert isinstance(self.params.get("AdbEnabled"), bool)
+
+    # time
+    now = datetime.datetime.now(datetime.UTC)
+    self.params.put("InstallDate", now)
+    assert self.params.get("InstallDate") == now

iqpilot/common/tests/test_realtime.py

@@ -0,0 +1,64 @@
+#!/usr/bin/env python3
+import pytest
+
+from iqpilot.common.realtime import config_background_thread, Ratekeeper
+
+
+class MonotonicClock:
+  def __init__(self) -> None:
+    self.now = 0.
+
+  def advance(self, seconds: float) -> None:
+    self.now += seconds
+
+  def __call__(self) -> float:
+    return self.now
+
+
+def test_ratekeeper_reset_discards_accumulated_lag(monkeypatch):
+  clock = MonotonicClock()
+  monkeypatch.setattr("iqpilot.common.realtime.time.monotonic", clock)
+  rk = Ratekeeper(100)
+
+  rk.monitor_time()
+  clock.advance(0.075)
+  rk.monitor_time()
+  assert rk.remaining == pytest.approx(-0.055)
+  assert rk.lag == pytest.approx(0.055)
+
+  rk.reset()
+  assert rk.remaining == 0.
+  assert rk.lag == 0.
+
+  rk.monitor_time()
+  assert rk.remaining == pytest.approx(0.01)
+  assert rk.lag == 0.
+
+
+def test_ratekeeper_reset_preserves_frame_count(monkeypatch):
+  clock = MonotonicClock()
+  monkeypatch.setattr("iqpilot.common.realtime.time.monotonic", clock)
+  rk = Ratekeeper(100)
+
+  rk.monitor_time()
+  clock.advance(0.01)
+  rk.monitor_time()
+  frame = rk.frame
+
+  rk.reset()
+  assert rk.frame == frame
+
+
+def test_config_background_thread_restores_normal_scheduling(monkeypatch):
+  calls = []
+  monkeypatch.setattr("iqpilot.common.realtime.sys.platform", "linux")
+  monkeypatch.setattr("iqpilot.common.realtime.PC", False)
+  monkeypatch.setattr("iqpilot.common.realtime.os.cpu_count", lambda: 8)
+  monkeypatch.setattr("iqpilot.common.realtime.os.SCHED_OTHER", 0, raising=False)
+  monkeypatch.setattr("iqpilot.common.realtime.os.sched_param", lambda priority: priority, raising=False)
+  monkeypatch.setattr("iqpilot.common.realtime.os.sched_setscheduler", lambda pid, policy, param: calls.append((pid, policy, param)), raising=False)
+  monkeypatch.setattr("iqpilot.common.realtime.os.sched_setaffinity", lambda pid, cores: calls.append((pid, set(cores))), raising=False)
+
+  config_background_thread()
+
+  assert calls == [(0, 0, 0), (0, set(range(8)))]

iqpilot/common/tests/test_runner.cc

@@ -0,0 +1,2 @@
+#define CATCH_CONFIG_MAIN
+#include "catch2/catch.hpp"

iqpilot/common/tests/test_simple_kalman.py

@@ -0,0 +1,29 @@
+from iqpilot.common.simple_kalman import KF1D
+
+
+class TestSimpleKalman:
+  def setup_method(self):
+    dt = 0.01
+    x0_0 = 0.0
+    x1_0 = 0.0
+    A0_0 = 1.0
+    A0_1 = dt
+    A1_0 = 0.0
+    A1_1 = 1.0
+    C0_0 = 1.0
+    C0_1 = 0.0
+    K0_0 = 0.12287673
+    K1_0 = 0.29666309
+
+    self.kf = KF1D(x0=[[x0_0], [x1_0]],
+                   A=[[A0_0, A0_1], [A1_0, A1_1]],
+                   C=[C0_0, C0_1],
+                   K=[[K0_0], [K1_0]])
+
+  def test_getter_setter(self):
+    self.kf.set_x([[1.0], [1.0]])
+    assert self.kf.x == [[1.0], [1.0]]
+
+  def test_update_returns_state(self):
+    x = self.kf.update(100)
+    assert x == [i[0] for i in self.kf.x]

iqpilot/common/tests/test_steer_delay.py

@@ -0,0 +1,91 @@
+"""
+Copyright © IQ.Lvbs, apart of Project Teal Lvbs, All Rights Reserved, licensed under https://konn3kt.com/tos
+"""
+import time
+
+import pytest
+
+import iqpilot.cereal.messaging as messaging
+from iqpilot.cereal import car
+from iqpilot.common.params import Params
+from iqpilot.common.steer_delay import (
+  SteerDelayPublisher,
+  cached_steer_delay,
+  fixed_steer_delay,
+  lateral_action_delay,
+  resolve_steer_delay,
+)
+
+ANGLE = car.CarParams.SteerControlType.angle
+TORQUE = car.CarParams.SteerControlType.torque
+
+LIVE_DELAY = 0.4387
+RACK_DELAY = 0.10
+OFFSET = 0.05
+
+
+@pytest.fixture
+def params(tmp_path, monkeypatch):
+  monkeypatch.setenv("PARAMS_ROOT", str(tmp_path))
+  p = Params()
+  p.put("IQSteerDelayCache", LIVE_DELAY)
+  p.put("IQSoftwareSteerDelay", OFFSET)
+  return p
+
+
+def _car_params(steer_control_type):
+  cp = car.CarParams.new_message()
+  cp.steerControlType = steer_control_type
+  cp.steerActuatorDelay = RACK_DELAY
+  return cp
+
+
+def _lateral_delay_msg(value):
+  msg = messaging.new_message("lateralDelay")
+  msg.lateralDelay.lateralDelay = value
+  return msg.as_reader()
+
+
+def test_params_fixture_is_isolated_from_the_real_device(params, tmp_path):
+  assert str(tmp_path) in params.get_param_path("")
+
+
+@pytest.mark.parametrize("live_enabled", [True, False])
+def test_torque_cars_always_use_live_delay(params, live_enabled):
+  params.put_bool("IQLiveSteerDelay", live_enabled)
+  assert lateral_action_delay(params, _car_params(TORQUE), LIVE_DELAY) == pytest.approx(LIVE_DELAY)
+
+
+def test_angle_cars_ignore_live_delay_when_self_tuning_is_off(params):
+  params.put_bool("IQLiveSteerDelay", False)
+  delay = lateral_action_delay(params, _car_params(ANGLE), LIVE_DELAY)
+  assert delay == pytest.approx(RACK_DELAY + OFFSET)
+  assert delay != pytest.approx(LIVE_DELAY)
+
+
+def test_angle_cars_use_cached_delay_when_self_tuning_is_on(params):
+  params.put_bool("IQLiveSteerDelay", True)
+  assert lateral_action_delay(params, _car_params(ANGLE), LIVE_DELAY) == pytest.approx(LIVE_DELAY)
+
+
+@pytest.mark.parametrize("offset", [0.05, 0.20, 0.50])
+def test_manual_offset_reaches_the_path_and_matches_what_the_ui_reports(params, offset):
+  params.put_bool("IQLiveSteerDelay", False)
+  params.put("IQSoftwareSteerDelay", offset)
+  ui_total = RACK_DELAY + offset
+  assert fixed_steer_delay(params, RACK_DELAY) == pytest.approx(ui_total)
+  assert lateral_action_delay(params, _car_params(ANGLE), LIVE_DELAY) == pytest.approx(ui_total)
+
+
+@pytest.mark.parametrize("live_enabled", [False, True])
+def test_publisher_writes_the_value_the_resolver_reads(params, live_enabled):
+  params.put_bool("IQLiveSteerDelay", live_enabled)
+  params.put("IQSteerDelayCache", -1.0)
+  SteerDelayPublisher(_car_params(ANGLE)).update(_lateral_delay_msg(LIVE_DELAY))
+
+  expected = LIVE_DELAY if live_enabled else RACK_DELAY + OFFSET
+  deadline = time.monotonic() + 5.0
+  while cached_steer_delay() != pytest.approx(expected) and time.monotonic() < deadline:
+    time.sleep(0.01)
+  assert cached_steer_delay() == pytest.approx(expected)
+  assert resolve_steer_delay(params, RACK_DELAY) == pytest.approx(expected)

iqpilot/common/tests/test_swaglog.cc

@@ -0,0 +1,84 @@
+#include <zmq.h>
+
+#include <iostream>
+
+#include "catch2/catch.hpp"
+#include "common/swaglog.h"
+#include "common/util.h"
+#include "system/hardware/hw.h"
+#include "third_party/json11/json11.hpp"
+
+#include "iqpilot/common/version.h"
+
+std::string daemon_name = "testy";
+std::string dongle_id = "test_dongle_id";
+int LINE_NO = 0;
+
+void log_thread(int thread_id, int msg_cnt) {
+  for (int i = 0; i < msg_cnt; ++i) {
+    LOGD("%d", thread_id);
+    LINE_NO = __LINE__ - 1;
+    usleep(1);
+  }
+}
+
+void recv_log(void *sock, int thread_cnt, int thread_msg_cnt) {
+  std::vector<int> thread_msgs(thread_cnt);
+  int timeout_ms = 10000;
+  REQUIRE(zmq_setsockopt(sock, ZMQ_RCVTIMEO, &timeout_ms, sizeof(timeout_ms)) == 0);
+
+  for (int total_count = 0; total_count < thread_cnt * thread_msg_cnt; ++total_count) {
+    char buf[4096] = {};
+    REQUIRE(zmq_recv(sock, buf, sizeof(buf), 0) > 0);
+
+    REQUIRE(buf[0] == CLOUDLOG_DEBUG);
+    std::string err;
+    auto msg = json11::Json::parse(buf + 1, err);
+    REQUIRE(!msg.is_null());
+
+    REQUIRE(msg["levelnum"].int_value() == CLOUDLOG_DEBUG);
+    REQUIRE_THAT(msg["filename"].string_value(), Catch::Contains("test_swaglog.cc"));
+    REQUIRE(msg["funcname"].string_value() == "log_thread");
+    REQUIRE(msg["lineno"].int_value() == LINE_NO);
+
+    auto ctx = msg["ctx"];
+
+    REQUIRE(ctx["daemon"].string_value() == daemon_name);
+    REQUIRE(ctx["dongle_id"].string_value() == dongle_id);
+    REQUIRE(ctx["dirty"].bool_value() == true);
+
+    REQUIRE(ctx["version"].string_value() == COMMA_VERSION);
+
+    std::string device = Hardware::get_name();
+    REQUIRE(ctx["device"].string_value() == device);
+
+    int thread_id = atoi(msg["msg"].string_value().c_str());
+    REQUIRE((thread_id >= 0 && thread_id < thread_cnt));
+    thread_msgs[thread_id]++;
+  }
+  for (int i = 0; i < thread_cnt; ++i) {
+    INFO("thread :" << i);
+    REQUIRE(thread_msgs[i] == thread_msg_cnt);
+  }
+}
+
+TEST_CASE("swaglog") {
+  setenv("MANAGER_DAEMON", daemon_name.c_str(), 1);
+  setenv("DONGLE_ID", dongle_id.c_str(), 1);
+  setenv("dirty", "1", 1);
+  const int thread_cnt = 5;
+  const int thread_msg_cnt = 100;
+  void *zctx = zmq_ctx_new();
+  void *sock = zmq_socket(zctx, ZMQ_PULL);
+  REQUIRE(zmq_bind(sock, Path::swaglog_ipc().c_str()) == 0);
+
+  std::vector<std::thread> log_threads;
+  for (int i = 0; i < thread_cnt; ++i) {
+    log_threads.push_back(std::thread(log_thread, i, thread_msg_cnt));
+  }
+  for (auto &t : log_threads) t.join();
+
+  recv_log(sock, thread_cnt, thread_msg_cnt);
+  zmq_close(sock);
+  zmq_ctx_destroy(zctx);
+}

iqpilot/common/tests/test_util.cc

@@ -0,0 +1,151 @@
+
+#include <dirent.h>
+#include <sys/stat.h>
+#include <sys/types.h>
+
+#include <algorithm>
+#include <climits>
+#include <fstream>
+#include <random>
+#include <string>
+
+#include "catch2/catch.hpp"
+#include "common/util.h"
+
+std::string random_bytes(int size) {
+  std::random_device rd;
+  std::independent_bits_engine<std::default_random_engine, CHAR_BIT, unsigned char> rbe(rd());
+  std::string bytes(size + 1, '\0');
+  std::generate(bytes.begin(), bytes.end(), std::ref(rbe));
+  return bytes;
+}
+
+TEST_CASE("util::read_file") {
+#ifdef __linux__
+  SECTION("read /proc/version") {
+    std::string ret = util::read_file("/proc/version");
+    REQUIRE(ret.find("Linux version") != std::string::npos);
+  }
+  SECTION("read from sysfs") {
+    std::string ret = util::read_file("/sys/power/wakeup_count");
+    REQUIRE(!ret.empty());
+  }
+#endif
+  SECTION("read file") {
+    char filename[] = "/tmp/test_read_XXXXXX";
+    int fd = mkstemp(filename);
+
+    REQUIRE(util::read_file(filename).empty());
+
+    std::string content = random_bytes(64 * 1024);
+    write(fd, content.c_str(), content.size());
+    std::string ret = util::read_file(filename);
+    bool equal = (ret == content);
+    REQUIRE(equal);
+    close(fd);
+  }
+  SECTION("read directory") {
+    REQUIRE(util::read_file(".").empty());
+  }
+  SECTION("read non-existent file") {
+    std::string ret = util::read_file("does_not_exist");
+    REQUIRE(ret.empty());
+  }
+  SECTION("read non-permission") {
+    REQUIRE(util::read_file("/proc/kmsg").empty());
+  }
+}
+
+TEST_CASE("util::file_exists") {
+  char filename[] = "/tmp/test_file_exists_XXXXXX";
+  int fd = mkstemp(filename);
+  REQUIRE(fd != -1);
+  close(fd);
+
+  SECTION("existent file") {
+    REQUIRE(util::file_exists(filename));
+    REQUIRE(util::file_exists("/tmp"));
+  }
+  SECTION("nonexistent file") {
+    std::string fn = filename;
+    REQUIRE(!util::file_exists(fn + "/nonexistent"));
+  }
+  SECTION("file has no access permissions") {
+    std::string fn = filename;
+    chmod(fn.c_str(), 0000);
+    std::ifstream f(fn);
+    REQUIRE(f.good() == false);
+    REQUIRE(util::file_exists(fn));
+    chmod(fn.c_str(), 0600);
+  }
+  ::remove(filename);
+}
+
+TEST_CASE("util::read_files_in_dir") {
+  char tmp_path[] = "/tmp/test_XXXXXX";
+  const std::string test_path = mkdtemp(tmp_path);
+  const std::string files[] = {".test1", "'test2'", "test3"};
+  for (auto fn : files) {
+    std::ofstream{test_path + "/" + fn} << fn;
+  }
+  mkdir((test_path + "/dir").c_str(), 0777);
+
+  std::map<std::string, std::string> result = util::read_files_in_dir(test_path);
+  REQUIRE(result.find("dir") == result.end());
+  REQUIRE(result.size() == std::size(files));
+  for (auto& [k, v] : result) {
+    REQUIRE(k == v);
+  }
+}
+
+
+TEST_CASE("util::safe_fwrite") {
+  char filename[] = "/tmp/XXXXXX";
+  int fd = mkstemp(filename);
+  close(fd);
+  std::string dat = random_bytes(1024 * 1024);
+
+  FILE *f = util::safe_fopen(filename, "wb");
+  REQUIRE(f != nullptr);
+  size_t size = util::safe_fwrite(dat.data(), 1, dat.size(), f);
+  REQUIRE(size == dat.size());
+  int ret = util::safe_fflush(f);
+  REQUIRE(ret == 0);
+  ret = fclose(f);
+  REQUIRE(ret == 0);
+  bool equal = (dat == util::read_file(filename));
+  REQUIRE(equal);
+}
+
+TEST_CASE("util::create_directories") {
+  system("rm -rf /tmp/test_create_directories");
+  std::string dir = "/tmp/test_create_directories/a/b/c/d/e/f";
+
+  auto check_dir_permissions = [](const std::string &dir, mode_t mode) -> bool {
+    struct stat st = {};
+    return stat(dir.c_str(), &st) == 0 && (st.st_mode & S_IFMT) == S_IFDIR && (st.st_mode & (S_IRWXU | S_IRWXG | S_IRWXO)) == mode;
+  };
+
+  SECTION("create_directories") {
+    REQUIRE(util::create_directories(dir, 0755));
+    REQUIRE(check_dir_permissions(dir, 0755));
+  }
+  SECTION("dir already exists") {
+    REQUIRE(util::create_directories(dir, 0755));
+    REQUIRE(util::create_directories(dir, 0755));
+  }
+  SECTION("a file exists with the same name") {
+    REQUIRE(util::create_directories(dir, 0755));
+    int f = open((dir + "/file").c_str(), O_RDWR | O_CREAT);
+    REQUIRE(f != -1);
+    close(f);
+    REQUIRE(util::create_directories(dir + "/file", 0755) == false);
+    REQUIRE(util::create_directories(dir + "/file/1/2/3", 0755) == false);
+  }
+  SECTION("end with slashes") {
+    REQUIRE(util::create_directories(dir + "/", 0755));
+  }
+  SECTION("empty") {
+    REQUIRE(util::create_directories("", 0755) == false);
+  }
+}

iqpilot/common/text_window.py

@@ -0,0 +1,63 @@
+#!/usr/bin/env python3
+import os
+import time
+import subprocess
+from iqpilot.common.basedir import BASEDIR
+
+
+class TextWindow:
+  def __init__(self, text):
+    try:
+      self.text_proc = subprocess.Popen(["./text.py", text],
+                                        stdin=subprocess.PIPE,
+                                        cwd=os.path.join(BASEDIR, "iqpilot", "system", "ui"),
+                                        close_fds=True)
+    except OSError:
+      self.text_proc = None
+
+  def get_status(self):
+    if self.text_proc is not None:
+      self.text_proc.poll()
+      return self.text_proc.returncode
+    return None
+
+  def __enter__(self):
+    return self
+
+  def close(self):
+    if self.text_proc is not None:
+      self.text_proc.terminate()
+      self.text_proc = None
+
+  def wait_for_exit(self):
+    if self.text_proc is not None:
+      while True:
+        if self.get_status() == 1:
+          return
+        time.sleep(0.1)
+
+  def __del__(self):
+    self.close()
+
+  def __exit__(self, exc_type, exc_value, traceback):
+    self.close()
+
+
+if __name__ == "__main__":
+  text = """Traceback (most recent call last):
+  File "./controlsd.py", line 608, in <module>
+    main()
+  File "./controlsd.py", line 604, in main
+    controlsd_thread(sm, pm, logcan)
+  File "./controlsd.py", line 455, in controlsd_thread
+    1/0
+ZeroDivisionError: division by zero"""
+  print(text)
+
+  with TextWindow(text) as s:
+    for _ in range(100):
+      if s.get_status() == 1:
+        print("Got exit button")
+        break
+      time.sleep(0.1)
+  print("gone")

iqpilot/common/time_helpers.py

@@ -0,0 +1,15 @@
+import datetime
+from pathlib import Path
+
+MIN_DATE = datetime.datetime(year=2025, month=2, day=21)
+
+def min_date():
+  # on systemd systems, the default time is the systemd build time
+  systemd_path = Path("/lib/systemd/systemd")
+  if systemd_path.exists():
+    d = datetime.datetime.fromtimestamp(systemd_path.stat().st_mtime)
+    return max(MIN_DATE, d + datetime.timedelta(days=1))
+  return MIN_DATE
+
+def system_time_valid():
+  return datetime.datetime.now() > min_date()

iqpilot/common/timeout.py

@@ -0,0 +1,27 @@
+import signal
+
+class TimeoutException(Exception):
+  pass
+
+class Timeout:
+  """
+  Timeout context manager.
+  For example this code will raise a TimeoutException:
+  with Timeout(seconds=5, error_msg="Sleep was too long"):
+    time.sleep(10)
+  """
+  def __init__(self, seconds, error_msg=None):
+    if error_msg is None:
+      error_msg = f'Timed out after {seconds} seconds'
+    self.seconds = seconds
+    self.error_msg = error_msg
+
+  def handle_timeout(self, signume, frame):
+    raise TimeoutException(self.error_msg)
+
+  def __enter__(self):
+    signal.signal(signal.SIGALRM, self.handle_timeout)
+    signal.alarm(self.seconds)
+
+  def __exit__(self, exc_type, exc_val, exc_tb):
+    signal.alarm(0)

iqpilot/common/timing.h

@@ -0,0 +1,51 @@
+#pragma once
+
+#include <cstdint>
+#include <ctime>
+
+#ifdef __APPLE__
+#define CLOCK_BOOTTIME CLOCK_MONOTONIC
+#endif
+
+static inline uint64_t nanos_since_boot() {
+  struct timespec t;
+  clock_gettime(CLOCK_BOOTTIME, &t);
+  return t.tv_sec * 1000000000ULL + t.tv_nsec;
+}
+
+static inline double millis_since_boot() {
+  struct timespec t;
+  clock_gettime(CLOCK_BOOTTIME, &t);
+  return t.tv_sec * 1000.0 + t.tv_nsec * 1e-6;
+}
+
+static inline double seconds_since_boot() {
+  struct timespec t;
+  clock_gettime(CLOCK_BOOTTIME, &t);
+  return (double)t.tv_sec + t.tv_nsec * 1e-9;
+}
+
+static inline uint64_t nanos_since_epoch() {
+  struct timespec t;
+  clock_gettime(CLOCK_REALTIME, &t);
+  return t.tv_sec * 1000000000ULL + t.tv_nsec;
+}
+
+static inline double seconds_since_epoch() {
+  struct timespec t;
+  clock_gettime(CLOCK_REALTIME, &t);
+  return (double)t.tv_sec + t.tv_nsec * 1e-9;
+}
+
+// you probably should use nanos_since_boot instead
+static inline uint64_t nanos_monotonic() {
+  struct timespec t;
+  clock_gettime(CLOCK_MONOTONIC, &t);
+  return t.tv_sec * 1000000000ULL + t.tv_nsec;
+}
+
+static inline uint64_t nanos_monotonic_raw() {
+  struct timespec t;
+  clock_gettime(CLOCK_MONOTONIC_RAW, &t);
+  return t.tv_sec * 1000000000ULL + t.tv_nsec;
+}

iqpilot/common/transformations/.gitignore

@@ -0,0 +1,2 @@
+transformations
+transformations.cpp

iqpilot/common/transformations/README.md

@@ -0,0 +1,70 @@
+
+Reference Frames
+------
+Many reference frames are used throughout. This
+folder contains all helper functions needed to
+transform between them. Generally this is done
+by generating a rotation matrix and multiplying.
+
+
+| Name | [x, y, z] | Units | Notes |
+| :-------------: |:-------------:| :-----:| :----: |
+| Geodetic | [Latitude, Longitude, Altitude] | geodetic coordinates | Sometimes used as [lon, lat, alt], avoid this frame. |
+| ECEF | [x, y, z] | meters | We use **ITRF14 (IGS14)**, NOT NAD83. <br> This is the global Mesh3D frame. |
+| NED | [North, East, Down] | meters | Relative to earth's surface, useful for visualizing. |
+| Device | [Forward, Right, Down] | meters | This is the Mesh3D local frame. <br> Relative to camera, **not imu.** <br> ![img](http://upload.wikimedia.org/wikipedia/commons/thumb/2/2f/RPY_angles_of_airplanes.png/440px-RPY_angles_of_airplanes.png)|
+| Calibrated | [Forward, Right, Down] | meters | This is the frame the model outputs are in. <br> More details below. <br>|
+| Car | [Forward, Right, Down] | meters | This is useful for estimating position of points on the road. <br> More details below. <br>|
+| View | [Right, Down, Forward] | meters | Like device frame, but according to camera conventions. |
+| Camera | [u, v, focal] | pixels | Like view frame, but 2d on the camera image.|
+| Normalized Camera | [u / focal, v / focal, 1] | / | |
+| Model | [u, v, focal] | pixels | The sampled rectangle of the full camera frame the model uses. |
+| Normalized Model | [u / focal, v / focal, 1] | / | |
+
+
+
+
+Orientation Conventions
+------
+Quaternions, rotation matrices and euler angles are three
+equivalent representations of orientation and all three are
+used throughout the code base.
+
+For euler angles the preferred convention is [roll, pitch, yaw]
+which corresponds to rotations around the [x, y, z] axes. All
+euler angles should always be in radians or radians/s unless
+for plotting or display purposes. For quaternions the hamilton
+notations is preferred which is [q<sub>w</sub>, q<sub>x</sub>, q<sub>y</sub>, q<sub>z</sub>]. All quaternions
+should always be normalized with a strictly positive q<sub>w</sub>. **These
+quaternions are a unique representation of orientation whereas euler angles
+or rotation matrices are not.**
+
+To rotate from one frame into another with euler angles the
+convention is to rotate around roll, then pitch and then yaw,
+while rotating around the rotated axes, not the original axes.
+
+
+Car frame
+------
+Device frame is aligned with the road-facing camera used by openpilot. However, when controlling the vehicle it is helpful to think in a reference frame aligned with the vehicle. These two reference frames can be different.
+
+The orientation of car frame is defined to be aligned with the car's direction of travel and the road plane when the vehicle is driving on a flat road and not turning. The origin of car frame is defined to be directly below device frame (in car frame), such that it is on the road plane. The position and orientation of this frame is not necessarily always aligned with the direction of travel or the road plane due to suspension movements and other effects.
+
+
+Calibrated frame
+------
+It is helpful for openpilot's driving model to take in images that look similar when mounted differently in different cars. To achieve this we "calibrate" the images by transforming it into calibrated frame. Calibrated frame is defined to be aligned with car frame in pitch and yaw, and aligned with device frame in roll. It also has the same origin as device frame.
+
+
+Example
+------
+To transform global Mesh3D positions and orientations (positions_ecef, quats_ecef) into the local frame described by the
+first position and orientation from Mesh3D one would do:
+```
+ecef_from_local = rot_from_quat(quats_ecef[0])
+local_from_ecef = ecef_from_local.T
+positions_local = np.einsum('ij,kj->ki', local_from_ecef, postions_ecef - positions_ecef[0])
+rotations_global = rot_from_quat(quats_ecef)
+rotations_local = np.einsum('ij,kjl->kil', local_from_ecef, rotations_global)
+eulers_local = euler_from_rot(rotations_local)
+```

iqpilot/common/transformations/SConscript

@@ -0,0 +1,4 @@
+Import('env')
+
+transformations = env.Library('transformations', ['orientation.cc', 'coordinates.cc'])
+Export('transformations')

iqpilot/common/transformations/camera.py

@@ -0,0 +1,179 @@
+import itertools
+import numpy as np
+from dataclasses import dataclass
+
+import iqpilot.common.transformations.orientation as orient
+
+## -- hardcoded hardware params --
+@dataclass(frozen=True)
+class CameraConfig:
+  width: int
+  height: int
+  focal_length: float
+
+  @property
+  def size(self):
+    return (self.width, self.height)
+
+  @property
+  def intrinsics(self):
+    # aka 'K' aka camera_frame_from_view_frame
+    return np.array([
+      [self.focal_length,  0.0, float(self.width)/2],
+      [0.0, self.focal_length, float(self.height)/2],
+      [0.0,  0.0, 1.0]
+    ])
+
+  @property
+  def intrinsics_inv(self):
+    # aka 'K_inv' aka view_frame_from_camera_frame
+    return np.linalg.inv(self.intrinsics)
+
+@dataclass(frozen=True)
+class _NoneCameraConfig(CameraConfig):
+  width: int = 0
+  height: int = 0
+  focal_length: float = 0
+
+@dataclass(frozen=True)
+class DeviceCameraConfig:
+  fcam: CameraConfig
+  dcam: CameraConfig
+  ecam: CameraConfig
+
+  def all_cams(self):
+    for cam in ['fcam', 'dcam', 'ecam']:
+      if not isinstance(getattr(self, cam), _NoneCameraConfig):
+        yield cam, getattr(self, cam)
+
+_ar_ox_fisheye = CameraConfig(1928, 1208, 567.0)  # focal length probably wrong? magnification is not consistent across frame
+_os_fisheye = CameraConfig(2688 // 2, 1520 // 2, 567.0 / 4 * 3)
+_ar_ox_config = DeviceCameraConfig(CameraConfig(1928, 1208, 2648.0), _ar_ox_fisheye, _ar_ox_fisheye)
+_os_config = DeviceCameraConfig(CameraConfig(2688 // 2, 1520 // 2, 1522.0 * 3 / 4), _os_fisheye, _os_fisheye)
+_neo_config = DeviceCameraConfig(CameraConfig(1164, 874, 910.0), CameraConfig(816, 612, 650.0), _NoneCameraConfig())
+
+DEVICE_CAMERAS = {
+  # A "device camera" is defined by a device type and sensor
+
+  # sensor type was never set on eon/neo/two
+  ("neo", "unknown"): _neo_config,
+  # unknown here is AR0231, field was added with OX03C10 support
+  ("tici", "unknown"): _ar_ox_config,
+
+  # before deviceState.deviceType was set, assume tici AR config
+  ("unknown", "ar0231"): _ar_ox_config,
+  ("unknown", "ox03c10"): _ar_ox_config,
+
+  # simulator (emulates a tici)
+  ("pc", "unknown"): _ar_ox_config,
+}
+prods = itertools.product(('tici', 'tizi', 'mici'), (('ar0231', _ar_ox_config), ('ox03c10', _ar_ox_config), ('os04c10', _os_config)))
+DEVICE_CAMERAS.update({(d, c[0]): c[1] for d, c in prods})
+
+# device/mesh : x->forward, y-> right, z->down
+# view : x->right, y->down, z->forward
+device_frame_from_view_frame = np.array([
+  [ 0.,  0.,  1.],
+  [ 1.,  0.,  0.],
+  [ 0.,  1.,  0.]
+])
+view_frame_from_device_frame = device_frame_from_view_frame.T
+
+
+# aka 'extrinsic_matrix'
+# road : x->forward, y -> left, z->up
+def get_view_frame_from_road_frame(roll, pitch, yaw, height):
+  device_from_road = orient.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]]))
+
+
+
+# aka 'extrinsic_matrix'
+def get_view_frame_from_calib_frame(roll, pitch, yaw, height):
+  device_from_calib= orient.rot_from_euler([roll, pitch, yaw])
+  view_from_calib = view_frame_from_device_frame.dot(device_from_calib)
+  return np.hstack((view_from_calib, [[0], [height], [0]]))
+
+
+def vp_from_ke(m):
+  """
+  Computes the vanishing point from the product of the intrinsic and extrinsic
+  matrices C = KE.
+
+  The vanishing point is defined as lim x->infinity C (x, 0, 0, 1).T
+  """
+  return (m[0, 0]/m[2, 0], m[1, 0]/m[2, 0])
+
+
+def roll_from_ke(m):
+  # note: different from calibration.h/RollAnglefromKE: i think that one's just wrong
+  return np.arctan2(-(m[1, 0] - m[1, 1] * m[2, 0] / m[2, 1]),
+                    -(m[0, 0] - m[0, 1] * m[2, 0] / m[2, 1]))
+
+
+def normalize(img_pts, intrinsics):
+  # normalizes image coordinates
+  # accepts single pt or array of pts
+  intrinsics_inv = np.linalg.inv(intrinsics)
+  img_pts = np.array(img_pts)
+  input_shape = img_pts.shape
+  img_pts = np.atleast_2d(img_pts)
+  img_pts = np.hstack((img_pts, np.ones((img_pts.shape[0], 1))))
+  img_pts_normalized = img_pts.dot(intrinsics_inv.T)
+  img_pts_normalized[(img_pts < 0).any(axis=1)] = np.nan
+  return img_pts_normalized[:, :2].reshape(input_shape)
+
+
+def denormalize(img_pts, intrinsics, width=np.inf, height=np.inf):
+  # denormalizes image coordinates
+  # accepts single pt or array of pts
+  img_pts = np.array(img_pts)
+  input_shape = img_pts.shape
+  img_pts = np.atleast_2d(img_pts)
+  img_pts = np.hstack((img_pts, np.ones((img_pts.shape[0], 1), dtype=img_pts.dtype)))
+  img_pts_denormalized = img_pts.dot(intrinsics.T)
+  if np.isfinite(width):
+    img_pts_denormalized[img_pts_denormalized[:, 0] > width] = np.nan
+    img_pts_denormalized[img_pts_denormalized[:, 0] < 0] = np.nan
+  if np.isfinite(height):
+    img_pts_denormalized[img_pts_denormalized[:, 1] > height] = np.nan
+    img_pts_denormalized[img_pts_denormalized[:, 1] < 0] = np.nan
+  return img_pts_denormalized[:, :2].reshape(input_shape)
+
+
+def get_calib_from_vp(vp, 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
+  # accepts single pt or array of pts
+  input_shape = pt_ecef.shape
+  pt_ecef = np.atleast_2d(pt_ecef)
+  ecef_from_device_rot = orient.rotations_from_quats(orientation_ecef)
+  device_from_ecef_rot = ecef_from_device_rot.T
+  pt_ecef_rel = pt_ecef - pos_ecef
+  pt_device = np.einsum('jk,ik->ij', device_from_ecef_rot, pt_ecef_rel)
+  return pt_device.reshape(input_shape)
+
+
+def img_from_device(pt_device):
+  # img coordinates from pts in device frame
+  # first transforms to view frame, then to img coords
+  # accepts single pt or array of pts
+  input_shape = pt_device.shape
+  pt_device = np.atleast_2d(pt_device)
+  pt_view = np.einsum('jk,ik->ij', view_frame_from_device_frame, pt_device)
+
+  # This function should never return negative depths
+  pt_view[pt_view[:, 2] < 0] = np.nan
+
+  pt_img = pt_view/pt_view[:, 2:3]
+  return pt_img.reshape(input_shape)[:, :2]
+

iqpilot/common/transformations/coordinates.cc

@@ -0,0 +1,100 @@
+#define _USE_MATH_DEFINES
+
+#include "iqpilot/common/transformations/coordinates.hpp"
+
+#include <iostream>
+#include <cmath>
+#include <eigen3/Eigen/Dense>
+
+double a = 6378137; // lgtm [cpp/short-global-name]
+double b = 6356752.3142; // lgtm [cpp/short-global-name]
+double esq = 6.69437999014 * 0.001; // lgtm [cpp/short-global-name]
+double e1sq = 6.73949674228 * 0.001;
+
+
+static Geodetic to_degrees(Geodetic geodetic){
+  geodetic.lat = RAD2DEG(geodetic.lat);
+  geodetic.lon = RAD2DEG(geodetic.lon);
+  return geodetic;
+}
+
+static Geodetic to_radians(Geodetic geodetic){
+  geodetic.lat = DEG2RAD(geodetic.lat);
+  geodetic.lon = DEG2RAD(geodetic.lon);
+  return geodetic;
+}
+
+
+ECEF geodetic2ecef(const Geodetic &geodetic) {
+  auto g = to_radians(geodetic);
+  double xi = sqrt(1.0 - esq * pow(sin(g.lat), 2));
+  double x = (a / xi + g.alt) * cos(g.lat) * cos(g.lon);
+  double y = (a / xi + g.alt) * cos(g.lat) * sin(g.lon);
+  double z = (a / xi * (1.0 - esq) + g.alt) * sin(g.lat);
+  return {x, y, z};
+}
+
+Geodetic ecef2geodetic(const ECEF &e) {
+  // Convert from ECEF to geodetic using Ferrari's methods
+  // https://en.wikipedia.org/wiki/Geographic_coordinate_conversion#Ferrari.27s_solution
+  double x = e.x;
+  double y = e.y;
+  double z = e.z;
+
+  double r = sqrt(x * x + y * y);
+  double Esq = a * a - b * b;
+  double F = 54 * b * b * z * z;
+  double G = r * r + (1 - esq) * z * z - esq * Esq;
+  double C = (esq * esq * F * r * r) / (pow(G, 3));
+  double S = cbrt(1 + C + sqrt(C * C + 2 * C));
+  double P = F / (3 * pow((S + 1 / S + 1), 2) * G * G);
+  double Q = sqrt(1 + 2 * esq * esq * P);
+  double r_0 = -(P * esq * r) / (1 + Q) + sqrt(0.5 * a * a*(1 + 1.0 / Q) - P * (1 - esq) * z * z / (Q * (1 + Q)) - 0.5 * P * r * r);
+  double U = sqrt(pow((r - esq * r_0), 2) + z * z);
+  double V = sqrt(pow((r - esq * r_0), 2) + (1 - esq) * z * z);
+  double Z_0 = b * b * z / (a * V);
+  double h = U * (1 - b * b / (a * V));
+
+  double lat = atan((z + e1sq * Z_0) / r);
+  double lon = atan2(y, x);
+
+  return to_degrees({lat, lon, h});
+}
+
+LocalCoord::LocalCoord(const Geodetic &geodetic, const ECEF &e) {
+  init_ecef <<  e.x, e.y, e.z;
+
+  auto g = to_radians(geodetic);
+
+  ned2ecef_matrix <<
+    -sin(g.lat)*cos(g.lon), -sin(g.lon), -cos(g.lat)*cos(g.lon),
+    -sin(g.lat)*sin(g.lon), cos(g.lon), -cos(g.lat)*sin(g.lon),
+    cos(g.lat), 0, -sin(g.lat);
+  ecef2ned_matrix = ned2ecef_matrix.transpose();
+}
+
+NED LocalCoord::ecef2ned(const ECEF &e) {
+  Eigen::Vector3d ecef;
+  ecef << e.x, e.y, e.z;
+
+  Eigen::Vector3d ned = (ecef2ned_matrix * (ecef - init_ecef));
+  return {ned[0], ned[1], ned[2]};
+}
+
+ECEF LocalCoord::ned2ecef(const NED &n) {
+  Eigen::Vector3d ned;
+  ned << n.n, n.e, n.d;
+
+  Eigen::Vector3d ecef = (ned2ecef_matrix * ned) + init_ecef;
+  return {ecef[0], ecef[1], ecef[2]};
+}
+
+NED LocalCoord::geodetic2ned(const Geodetic &g) {
+  ECEF e = ::geodetic2ecef(g);
+  return ecef2ned(e);
+}
+
+Geodetic LocalCoord::ned2geodetic(const NED &n) {
+  ECEF e = ned2ecef(n);
+  return ::ecef2geodetic(e);
+}

iqpilot/common/transformations/coordinates.hpp

@@ -0,0 +1,43 @@
+#pragma once
+
+#include <eigen3/Eigen/Dense>
+
+#define DEG2RAD(x) ((x) * M_PI / 180.0)
+#define RAD2DEG(x) ((x) * 180.0 / M_PI)
+
+struct ECEF {
+  double x, y, z;
+  Eigen::Vector3d to_vector() const {
+    return Eigen::Vector3d(x, y, z);
+  }
+};
+
+struct NED {
+  double n, e, d;
+  Eigen::Vector3d to_vector() const {
+    return Eigen::Vector3d(n, e, d);
+  }
+};
+
+struct Geodetic {
+  double lat, lon, alt;
+  bool radians=false;
+};
+
+ECEF geodetic2ecef(const Geodetic &g);
+Geodetic ecef2geodetic(const ECEF &e);
+
+class LocalCoord {
+public:
+  Eigen::Matrix3d ned2ecef_matrix;
+  Eigen::Matrix3d ecef2ned_matrix;
+  Eigen::Vector3d init_ecef;
+  LocalCoord(const Geodetic &g, const ECEF &e);
+  LocalCoord(const Geodetic &g) : LocalCoord(g, ::geodetic2ecef(g)) {}
+  LocalCoord(const ECEF &e) : LocalCoord(::ecef2geodetic(e), e) {}
+
+  NED ecef2ned(const ECEF &e);
+  ECEF ned2ecef(const NED &n);
+  NED geodetic2ned(const Geodetic &g);
+  Geodetic ned2geodetic(const NED &n);
+};