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Author SHA1 Message Date
nayan b58e954484 models: dual-slot backend (qcom/usbgpu) with ref-based downloads 2026-08-25 15:36:12 -04:00
12 changed files with 531 additions and 173 deletions
+3 -4
View File
@@ -195,11 +195,10 @@ inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
// Model Manager params
{"ModelManager_ActiveBundle", {PERSISTENT, JSON}},
{"ModelManager_ActiveJson", {CLEAR_ON_MANAGER_START, STRING}},
{"ModelManager_PrevBundle", {PERSISTENT, JSON}},
{"ModelManager_PrevBundle_USBGPU", {PERSISTENT, JSON}},
{"ModelManager_ActiveBundleUSBGPU", {PERSISTENT, JSON}},
{"ModelManager_ActiveJson", {CLEAR_ON_MANAGER_START, JSON}},
{"ModelManager_ClearCache", {CLEAR_ON_MANAGER_START, BOOL}},
{"ModelManager_DownloadIndex", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, INT}},
{"ModelManager_DownloadRef", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, STRING}},
{"ModelManager_Favs", {PERSISTENT | BACKUP, STRING}},
{"ModelManager_LastSyncTime", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, INT, "0"}},
{"ModelManager_LastSyncTime_USBGPU", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, INT, "0"}},
+1 -8
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@@ -168,16 +168,9 @@ class Sidebar(Widget, SidebarSP):
# Home/Flag button
flag_pressed = mouse_down and rl.check_collision_point_rec(mouse_pos, HOME_BTN)
button_img = self._flag_img if ui_state.started else self._home_img
button_pos = rl.Vector2(HOME_BTN.x, HOME_BTN.y)
icon_opacity = 1.0
if gui_app.sunnypilot_ui():
button_img, button_pos, icon_opacity = SidebarSP._get_home_icon(self, button_img)
tint = Colors.BUTTON_PRESSED if (ui_state.started and flag_pressed) else Colors.BUTTON_NORMAL
if icon_opacity < 1.0:
tint = rl.Color(tint[0], tint[1], tint[2], int(255 * icon_opacity))
rl.draw_texture_ex(button_img, button_pos, 0.0, 1.0, tint)
rl.draw_texture_ex(button_img, rl.Vector2(HOME_BTN.x, HOME_BTN.y), 0.0, 1.0, tint)
# Microphone button
if self._recording_audio:
@@ -4,14 +4,11 @@ Copyright (c) 2021-, Haibin Wen, sunnypilot, and a number of other contributors.
This file is part of sunnypilot and is licensed under the MIT License.
See the LICENSE.md file in the root directory for more details.
"""
import math
import pyray as rl
import time
from dataclasses import dataclass
from openpilot.selfdrive.ui.ui_state import ui_state
from openpilot.sunnypilot.sunnylink.api import UNREGISTERED_SUNNYLINK_DONGLE_ID
from openpilot.system.ui.lib.application import gui_app
from openpilot.system.ui.lib.multilang import tr_noop
@@ -21,9 +18,6 @@ METRIC_MARGIN = 30
METRIC_START_Y = 300
HOME_BTN = rl.Rectangle(60, 860, 180, 180)
EGPU_ICON_WIDTH = 180
EGPU_ICON_HEIGHT = 133
# Color scheme
class Colors:
@@ -59,10 +53,6 @@ class MetricData:
class SidebarSP:
def __init__(self):
self._sunnylink_status = MetricData(tr_noop("SUNNYLINK"), tr_noop("OFFLINE"), Colors.WARNING)
self._egpu_green_img = gui_app.texture("icons_mici/egpu_green.png", EGPU_ICON_WIDTH, EGPU_ICON_HEIGHT)
self._egpu_default_img = gui_app.texture("icons_mici/egpu.png", EGPU_ICON_WIDTH, EGPU_ICON_HEIGHT)
self._egpu_orange_img = gui_app.texture("icons_mici/egpu_orange.png", EGPU_ICON_WIDTH, EGPU_ICON_HEIGHT)
self._egpu_gray_img = gui_app.texture("icons_mici/egpu_gray.png", EGPU_ICON_WIDTH, EGPU_ICON_HEIGHT)
def _update_sunnylink_status(self):
if not ui_state.params.get_bool("SunnylinkEnabled"):
@@ -88,29 +78,6 @@ class SidebarSP:
self._sunnylink_status.update(tr_noop("SUNNYLINK"), status, color)
def _get_home_icon(self, default_img: rl.Texture) -> tuple[rl.Texture, rl.Vector2, float]:
default_pos = rl.Vector2(HOME_BTN.x, HOME_BTN.y)
if not ui_state.sm["deviceState"].chestnutPresent:
return default_img, default_pos, 1.0
big_model_selected = ui_state.usbgpu_compiled or ui_state.model_runner_tinygrad
big_model_failed = ui_state.started and ui_state.big_model_failed
loading = ui_state.usbgpu_loading or (big_model_selected and ui_state.started and ui_state.usbgpu_active is None)
if loading:
icon = self._egpu_default_img
opacity = 0.35 + 0.65 * (0.5 - 0.5 * math.cos(rl.get_time() * 6.0))
elif big_model_selected and big_model_failed:
icon, opacity = self._egpu_orange_img, 1.0
elif big_model_selected:
icon, opacity = self._egpu_green_img, 1.0
else:
icon, opacity = self._egpu_gray_img, 1.0
x = HOME_BTN.x + (HOME_BTN.width - icon.width) / 2
y = HOME_BTN.y + (HOME_BTN.height - icon.height) / 2
return icon, rl.Vector2(x, y), opacity
def _draw_metrics_w_sunnylink(self, rect: rl.Rectangle, _temp, _panda, _connect):
metrics = [_temp, _panda, _connect, self._sunnylink_status]
start_y = int(rect.y) + METRIC_START_Y
@@ -37,7 +37,7 @@ class MiciHomeLayoutSP(MiciHomeLayout):
return
big_model_selected = ui_state.usbgpu_compiled or ui_state.model_runner_tinygrad
big_model_failed = ui_state.started and ui_state.big_model_failed
big_model_failed = ui_state.started and (ui_state.usbgpu_active is False)
loading = ui_state.usbgpu_loading or (big_model_selected and ui_state.started and ui_state.usbgpu_active is None)
if loading:
-9
View File
@@ -112,15 +112,6 @@ class UIState(UIStateSP):
def add_on_body_changed_callbacks(self, callback: Callable[[], None]):
self._on_body_changed_callbacks.append(callback)
@property
def big_model_failed(self) -> bool:
# Mirrors the onroad HUD's four-condition check so sidebar and home icons reflect the same failure states
return (self.usbgpu_active is False or
not self.sm['deviceState'].chestnutPresent or
(self.usbgpu_active is True and self.sm.recv_frame['modelV2'] > self.started_frame and
not self.sm.alive['modelV2']) or
(self.usbgpu_active is None and self.sm.recv_frame['modelV2'] > self.started_frame))
@property
def engaged(self) -> bool:
return self.started and (self.sm["selfdriveState"].enabled or self.sm["selfdriveStateSP"].mads.enabled)
+1 -1
View File
@@ -91,7 +91,7 @@ class ModelState(ModelStateBase):
if env_pkl and os.path.exists(env_pkl):
model_bundle = None
else:
model_bundle = get_active_bundle()
model_bundle = get_active_bundle(usbgpu=usbgpu)
self.generation = model_bundle.generation if model_bundle is not None else None
overrides = {override.key: override.value for override in model_bundle.overrides} if model_bundle else {}
+87 -26
View File
@@ -141,41 +141,57 @@ class ModelFetcher:
MODEL_URL = "https://raw.githubusercontent.com/sunnypilot/sunnypilot-models/refs/heads/gh-pages/docs/driving_models_v21.json"
MODEL_URL_USBGPU = "https://raw.githubusercontent.com/sunnypilot/sunnypilot-models/refs/heads/gh-pages/docs/driving_models_usbgpu_v22.json"
MODEL_SOURCES = {
"qcom": (MODEL_URL, ""),
"usbgpu": (MODEL_URL_USBGPU, "_USBGPU"),
}
def __init__(self, params: Params):
self.params = params
self.model_parser = ModelParser()
self._is_usbgpu: bool | None = None
self.model_cache = ModelCache(params)
self._active_json_published = False
self.model_caches = {
source: ModelCache(params, suffix=suffix)
for source, (_, suffix) in self.MODEL_SOURCES.items()
}
self.model_url = self.MODEL_URL
self._update_model_source()
def _update_model_source(self, chestnut_present: bool) -> None:
"""Updates what json to use based on chestnut hardware presence via deviceState"""
is_usbgpu = chestnut_present
if is_usbgpu != self._is_usbgpu:
self._is_usbgpu = is_usbgpu
self.model_cache = ModelCache(self.params, suffix="_USBGPU" if is_usbgpu else "")
self.model_url = self.MODEL_URL_USBGPU if is_usbgpu else self.MODEL_URL
self.params.put("ModelManager_ActiveJson", self.model_url, block=True)
@staticmethod
def active_source(chestnut_present: bool) -> str:
return "usbgpu" if chestnut_present else "qcom"
def _fetch_and_cache_models(self) -> list[custom.ModelManagerSP.ModelBundle] | None:
def _update_model_source(self) -> None:
"""Publishes the manifest URLs for both sources"""
if not self._active_json_published:
self._active_json_published = True
self.params.put("ModelManager_ActiveJson", {
"qcom": self.MODEL_URL,
"usbgpu": self.MODEL_URL_USBGPU,
}, block=True)
def _fetch_and_cache_models(self, source: str) -> list[custom.ModelManagerSP.ModelBundle] | None:
"""Fetches fresh model data from remote and updates cache.
Returns None on transport errors. Raises on 404 and other fatal HTTP errors.
"""
model_url, _ = self.MODEL_SOURCES[source]
try:
response = requests.get(self.model_url, timeout=10)
response = requests.get(model_url, timeout=10)
# Explicitly handle 404 differently
if response.status_code == 404:
cloudlog.error(f"Models URL returned 404 Not Found: {self.model_url}")
raise HTTPError(f"404 Not Found: {self.model_url}", response=response)
cloudlog.error(f"Models URL returned 404 Not Found: {model_url}")
raise HTTPError(f"404 Not Found: {model_url}", response=response)
# Raise for any other 4xx/5xx
response.raise_for_status()
json_data = response.json()
self.model_cache.set(json_data)
cloudlog.debug("Successfully updated models cache")
return self.model_parser.parse_models(json_data)
parsed = self.model_parser.parse_models(json_data)
if parsed:
self.model_caches[source].set(json_data)
cloudlog.debug(f"Successfully updated models cache for {source}")
return parsed
except ConnectionError as e:
cloudlog.warning(f"DNS/connection error while fetching models: {e}")
@@ -188,16 +204,34 @@ class ModelFetcher:
return None
def get_available_bundles(self, chestnut_present: bool = False) -> list[custom.ModelManagerSP.ModelBundle]:
"""Gets the list of available models, with smart cache handling"""
self._update_model_source(chestnut_present)
cached_data, is_expired = self.model_cache.get()
@staticmethod
def _cache_matches_source(source: str, cached_data: dict) -> bool:
"""Confirms a cached manifest contains requested source's models."""
bundles = cached_data.get("bundles", [])
if source == "usbgpu":
return any(bundle.get("is_big") is True for bundle in bundles)
return not any(bundle.get("is_big") is True for bundle in bundles)
def _get_source_bundles(self, source: str) -> list[custom.ModelManagerSP.ModelBundle]:
cached_data, is_expired = self.model_caches[source].get()
if cached_data and not is_expired:
cloudlog.debug("Using valid cached models data")
return self.model_parser.parse_models(cached_data)
if self._cache_matches_source(source, cached_data):
try:
parsed = self.model_parser.parse_models(cached_data)
except Exception:
cloudlog.warning(f"Failed to parse cached models for {source}; refetching", exc_info=True)
else:
if parsed:
cloudlog.debug(f"Using valid cached models data for source {source}")
return parsed
# a source-matching cache that yields no valid bundles is stale (e.g. an old
# manifest version) - do not trust it, refetch so the source is repopulated
cloudlog.warning(f"Cached models for {source} have no valid bundles; refetching")
else:
cloudlog.warning(f"Cached models for {source} not valid; refetching")
fetched_bundles = self._fetch_and_cache_models()
fetched_bundles = self._fetch_and_cache_models(source)
if fetched_bundles is not None:
return fetched_bundles
@@ -205,14 +239,41 @@ class ModelFetcher:
cloudlog.warning("Failed to fetch fresh data and no cache available")
cloudlog.warning("Failed to fetch fresh data. Using expired cache as fallback")
return self.model_parser.parse_models(cached_data)
try:
return self.model_parser.parse_models(cached_data)
except Exception:
return []
def get_bundles_for_source(self, source: str) -> list[custom.ModelManagerSP.ModelBundle]:
"""Gets the list of available models for a specific source, with smart cache handling."""
if source not in self.MODEL_SOURCES:
cloudlog.warning(f"Unknown model source: {source}")
return []
return self._get_source_bundles(source)
def get_cached_bundles(params: Params, source: str) -> list[custom.ModelManagerSP.ModelBundle]:
"""Reads a source's cached manifest from params and parses it into bundles."""
if source not in ModelFetcher.MODEL_SOURCES:
cloudlog.warning(f"Unknown model source: {source}")
return []
_, suffix = ModelFetcher.MODEL_SOURCES[source]
cached_data = params.get(f"ModelManager_ModelsCache{suffix}")
if not cached_data:
return []
try:
return ModelParser.parse_models(cached_data)
except Exception as e:
cloudlog.warning(f"Failed to parse cached models for source {source}: {e}")
return []
if __name__ == "__main__":
from openpilot.selfdrive.modeld.helpers import usbgpu_present
params = Params()
model_fetcher = ModelFetcher(params)
bundles = model_fetcher.get_available_bundles(chestnut_present=usbgpu_present())
bundles = model_fetcher.get_bundles_for_source(ModelFetcher.active_source(usbgpu_present()))
for bundle in bundles:
for model in bundle.models:
model_overrides = {override.key: override.value for override in bundle.overrides}
+69 -40
View File
@@ -16,6 +16,7 @@ from openpilot.common.params import Params
from openpilot.common.swaglog import cloudlog
from openpilot.sunnypilot.models.constants import Meta, MetaSimPose, MetaTombRaider
from openpilot.common.hardware.hw import Paths
from openpilot.selfdrive.modeld.helpers import usbgpu_present
# SET ME TO THE EXACT JSON VERSION WE SET IN SUNNYPILOT_MODELS REPO
REQUIRED_JSON_VERSION = 18
@@ -24,6 +25,12 @@ CUSTOM_MODEL_PATH = Paths.model_root()
METADATA_PATH = Path(__file__).parent / '../models/supercombo_metadata.pkl'
ModelManager = custom.ModelManagerSP
ACTIVE_BUNDLE_KEYS = {
"qcom": "ModelManager_ActiveBundle",
"usbgpu": "ModelManager_ActiveBundleUSBGPU",
}
_LAST_VALIDATED_RAW: dict[str, bytes | None] = {}
def _compute_hash(file_path: str) -> str | None:
from openpilot.common.file_chunker import open_file_chunked
@@ -85,11 +92,11 @@ def _bundle_needs_reset(active_bundle: custom.ModelManagerSP.ModelBundle, availa
if available_bundles is not None:
matching_bundle = None
for bundle in available_bundles:
if active_bundle.ref and bundle.ref:
if getattr(active_bundle, 'ref', None) and getattr(bundle, 'ref', None):
if active_bundle.ref == bundle.ref:
matching_bundle = bundle
break
elif active_bundle.internalName == bundle.internalName:
elif getattr(active_bundle, 'internalName', None) == getattr(bundle, 'internalName', None):
matching_bundle = bundle
break
@@ -97,55 +104,77 @@ def _bundle_needs_reset(active_bundle: custom.ModelManagerSP.ModelBundle, availa
return True
if active_bundle.minimumSelectorVersion != matching_bundle.minimumSelectorVersion:
return True
if active_bundle.runner.raw != matching_bundle.runner.raw:
return True
active_runner = getattr(active_bundle, 'runner', None)
matching_runner = getattr(matching_bundle, 'runner', None)
if active_runner is not None and matching_runner is not None:
if getattr(active_runner, 'raw', active_runner) != getattr(matching_runner, 'raw', matching_runner):
return True
if set(_bundle_artifacts(active_bundle)) != set(_bundle_artifacts(matching_bundle)):
return True
# missing files trigger re-download, not selection reset
return False
return not _bundle_is_valid_locally(active_bundle)
def _prev_bundle_key(is_usbgpu: bool) -> str:
return "ModelManager_PrevBundle_USBGPU" if is_usbgpu else "ModelManager_PrevBundle"
def validate_active_bundle(params: Params, available_bundles: list[custom.ModelManagerSP.ModelBundle] | None = None,
is_usbgpu: bool = False) -> None:
raw_bundle = params.get("ModelManager_ActiveBundle")
if not raw_bundle:
prev = params.get(_prev_bundle_key(is_usbgpu))
if prev and (prev_bundle := get_active_bundle(params, raw_bundle_dict=prev)) is not None:
if not _bundle_needs_reset(prev_bundle, available_bundles):
params.put("ModelManager_ActiveBundle", prev, block=True)
return
active_bundle = get_active_bundle(params, raw_bundle_dict=raw_bundle)
if active_bundle is None or _bundle_needs_reset(active_bundle, available_bundles):
cloudlog.warning("Active model bundle invalid; resetting to default")
params.put(_prev_bundle_key(not is_usbgpu), raw_bundle, block=True)
prev = params.get(_prev_bundle_key(is_usbgpu))
if prev and (prev_bundle := get_active_bundle(params, raw_bundle_dict=prev)) is not None:
if not _bundle_needs_reset(prev_bundle, available_bundles):
params.put("ModelManager_ActiveBundle", prev, block=True)
return
params.remove("ModelManager_ActiveBundle")
params.put("ModelRunnerTypeCache", int(custom.ModelManagerSP.Runner.stock), block=True)
def get_active_bundle(params: Params | None = None, raw_bundle_dict: dict | bytes | None = None) -> "custom.ModelManagerSP.ModelBundle | None":
params = params or Params()
def _parse_active_bundle(raw_bundle) -> "custom.ModelManagerSP.ModelBundle | None":
try:
active_bundle_dict = raw_bundle_dict if raw_bundle_dict is not None else (params.get("ModelManager_ActiveBundle") or {})
if isinstance(active_bundle_dict, dict) and active_bundle_dict and is_bundle_version_compatible(active_bundle_dict):
return custom.ModelManagerSP.ModelBundle(**active_bundle_dict)
if isinstance(raw_bundle, dict) and raw_bundle and is_bundle_version_compatible(raw_bundle):
return custom.ModelManagerSP.ModelBundle(**raw_bundle)
except Exception:
pass
return None
def get_selected_bundle(params: Params | None = None, source: str = "qcom") -> "custom.ModelManagerSP.ModelBundle | None":
params = params or Params()
return _parse_active_bundle(params.get(ACTIVE_BUNDLE_KEYS.get(source, "ModelManager_ActiveBundle")))
def get_active_bundle(params: Params | None = None, *, usbgpu: bool | None = None) -> "custom.ModelManagerSP.ModelBundle | None":
params = params or Params()
if usbgpu:
return get_selected_bundle(params, "usbgpu")
else:
return get_selected_bundle(params, "qcom")
def resolve_bundle_by_ref(
ref: str, source_bundles: dict[str, list[custom.ModelManagerSP.ModelBundle]],
) -> "tuple[custom.ModelManagerSP.ModelBundle, str] | None":
"""Finds the bundle matching a ref across all sources."""
for source, bundles in source_bundles.items():
for bundle in bundles:
if bundle.ref == ref:
return bundle, source
return None
def _validate_active_bundle(params: Params, source: str, available_bundles: list[custom.ModelManagerSP.ModelBundle] | None = None) -> None:
global _LAST_VALIDATED_RAW
key = ACTIVE_BUNDLE_KEYS[source]
raw_bundle = params.get(key)
if not raw_bundle:
return
if _LAST_VALIDATED_RAW.get(key) == raw_bundle:
return
active_bundle = _parse_active_bundle(raw_bundle)
if active_bundle is None or _bundle_needs_reset(active_bundle, available_bundles):
cloudlog.warning(f"Active model bundle invalid for {source}; resetting to default")
params.remove(key)
params.put("ModelRunnerTypeCache", int(custom.ModelManagerSP.Runner.stock), block=True)
_LAST_VALIDATED_RAW[key] = None
else:
_LAST_VALIDATED_RAW[key] = raw_bundle
def validate_active_bundles(params: Params, source_bundles: dict[str, list[custom.ModelManagerSP.ModelBundle]]) -> None:
for source, bundles in source_bundles.items():
_validate_active_bundle(params, source, bundles)
def get_active_model_runner(params: Params | None = None, force_check: bool = False) -> int:
params = params or Params()
cached_runner_type = params.get("ModelRunnerTypeCache")
+31 -32
View File
@@ -17,7 +17,8 @@ from openpilot.common.hardware.hw import Paths
from openpilot.cereal import messaging, custom
from openpilot.sunnypilot.models.fetcher import ModelFetcher
from openpilot.sunnypilot.models.helpers import get_active_bundle, validate_active_bundle, verify_file
from openpilot.sunnypilot.models.helpers import (ACTIVE_BUNDLE_KEYS, get_active_bundle, get_selected_bundle,
resolve_bundle_by_ref, validate_active_bundles, verify_file)
# (connect, read) seconds. read is per-request inactivity, not a total cap
DOWNLOAD_TIMEOUT = (30, 30)
@@ -31,9 +32,11 @@ class ModelManagerSP:
self.model_fetcher = ModelFetcher(self.params)
self.pm = messaging.PubMaster(["modelManagerSP"])
self.sm = messaging.SubMaster(["deviceState"])
self.chestnut_present = False
self.available_models: list[custom.ModelManagerSP.ModelBundle] = []
self.source_models: dict[str, list[custom.ModelManagerSP.ModelBundle]] = {}
self.selected_bundle: custom.ModelManagerSP.ModelBundle = None
self.active_bundle: custom.ModelManagerSP.ModelBundle = get_active_bundle(self.params)
self.active_bundle: custom.ModelManagerSP.ModelBundle = get_active_bundle(self.params, usbgpu=self.chestnut_present)
self._chunk_size = 128 * 1000 # 128 KB chunks
self._download_start_times: dict[str, float] = {} # Track start time per model
@@ -77,7 +80,7 @@ class ModelManagerSP:
f.write(chunk)
bytes_downloaded += len(chunk)
if self.params.get("ModelManager_DownloadIndex") is None:
if self.params.get("ModelManager_DownloadRef") is None:
raise Exception("Download cancelled")
if total_size > 0:
@@ -115,7 +118,7 @@ class ModelManagerSP:
for data in response.iter_content(chunk_size=self._chunk_size):
f.write(data)
chunk_downloaded += len(data)
if self.params.get("ModelManager_DownloadIndex") is None:
if self.params.get("ModelManager_DownloadRef") is None:
raise Exception("Download cancelled")
intra = chunk_downloaded / max(chunk_size, 1)
progress = min(99.0, ((i + intra) / num_chunks) * 100)
@@ -217,8 +220,8 @@ class ModelManagerSP:
model_manager_state.availableBundles = self.available_models
self.pm.send('modelManagerSP', msg)
async def _download_bundle(self, model_bundle: custom.ModelManagerSP.ModelBundle, destination_path: str) -> None:
"""Downloads all models in a bundle"""
async def _download_bundle(self, model_bundle: custom.ModelManagerSP.ModelBundle, destination_path: str, source: str) -> None:
"""Downloads a bundle and sets it as the active bundle for its source"""
self.selected_bundle = model_bundle
self.selected_bundle.status = custom.ModelManagerSP.DownloadStatus.downloading
for model in self.selected_bundle.models:
@@ -240,10 +243,9 @@ class ModelManagerSP:
seen_artifacts.add(artifact.fileName)
await self._process_artifact(artifact, destination_path)
self.active_bundle = self.selected_bundle
self.active_bundle.status = custom.ModelManagerSP.DownloadStatus.downloaded
self.params.put("ModelManager_ActiveBundle", self.active_bundle.to_dict(), block=True)
self.selected_bundle = None
self.selected_bundle.status = custom.ModelManagerSP.DownloadStatus.downloaded
self.params.put(ACTIVE_BUNDLE_KEYS[source], model_bundle.to_dict(), block=True)
self.active_bundle = get_active_bundle(self.params, usbgpu=self.chestnut_present)
except Exception:
if self.selected_bundle is not None:
@@ -253,37 +255,32 @@ class ModelManagerSP:
finally:
self._report_status()
def download(self, model_bundle: custom.ModelManagerSP.ModelBundle, destination_path: str) -> None:
def download(self, model_bundle: custom.ModelManagerSP.ModelBundle, destination_path: str, source: str) -> None:
"""Main entry point for downloading a model bundle"""
asyncio.run(self._download_bundle(model_bundle, destination_path))
BOOT_SETTLE_TICKS = 10 # seconds at 1 Hz before validating active bundle
asyncio.run(self._download_bundle(model_bundle, destination_path, source))
def main_thread(self) -> None:
"""Main thread for model management"""
rk = Ratekeeper(1, print_delay_threshold=None)
boot_ticks = 0
while True:
try:
self.sm.update(0)
chestnut_present = self.sm['deviceState'].chestnutPresent
self.available_models = self.model_fetcher.get_available_bundles(chestnut_present)
if boot_ticks >= self.BOOT_SETTLE_TICKS:
validate_active_bundle(self.params, self.available_models, is_usbgpu=chestnut_present)
boot_ticks = min(boot_ticks + 1, self.BOOT_SETTLE_TICKS)
self.active_bundle = get_active_bundle(self.params)
self.chestnut_present = self.sm['deviceState'].chestnutPresent
self.source_models = {source: self.model_fetcher.get_bundles_for_source(source) for source in ModelFetcher.MODEL_SOURCES}
self.available_models = self.source_models[ModelFetcher.active_source(self.chestnut_present)]
validate_active_bundles(self.params, self.source_models)
self.active_bundle = get_active_bundle(self.params, usbgpu=self.chestnut_present)
if (index_to_download := self.params.get("ModelManager_DownloadIndex")) is not None:
if self.active_bundle and self.active_bundle.index == index_to_download:
self.params.remove("ModelManager_DownloadIndex")
elif model_to_download := next((model for model in self.available_models if model.index == index_to_download), None):
if (ref_to_download := self.params.get("ModelManager_DownloadRef")) is not None:
if resolved := resolve_bundle_by_ref(ref_to_download, self.source_models):
model_to_download, source = resolved
try:
self.download(model_to_download, Paths.model_root())
self.download(model_to_download, Paths.model_root(), source)
except Exception as e:
cloudlog.exception(e)
finally:
self.params.remove("ModelManager_DownloadIndex")
self.params.remove("ModelManager_DownloadRef")
self.selected_bundle = None
if self.params.get("ModelManager_ClearCache"):
@@ -302,12 +299,14 @@ class ModelManagerSP:
Clears the model cache directory of all files except those in the active model bundle.
"""
# Get list of files used by active model bundle
# Get list of files used by both slots' selected bundles (either may become
# the truly active bundle depending on hardware availability)
active_files = []
if self.active_bundle is not None: # When the default model is active
for model in self.active_bundle.models:
if hasattr(model, 'artifact') and model.artifact.fileName:
active_files.append(model.artifact.fileName)
for source in ACTIVE_BUNDLE_KEYS:
if selected_bundle := get_selected_bundle(self.params, source):
for model in selected_bundle.models:
if hasattr(model, 'artifact') and model.artifact.fileName:
active_files.append(model.artifact.fileName)
# Remove all files except active ones (including their chunk files)
model_dir = Paths.model_root()
@@ -11,6 +11,7 @@ import http.server
import os
import tempfile
import threading
import time
import unittest
from typing import Any
from unittest import mock
@@ -23,6 +24,8 @@ from openpilot.common.test import OpenpilotTestCase
from openpilot.common.file_chunker import get_chunk_name, get_manifest_path
from openpilot.selfdrive.test.helpers import http_server_context
from openpilot.sunnypilot.models import manager as manager_module
from openpilot.sunnypilot.models.fetcher import ModelFetcher, get_cached_bundles
from openpilot.sunnypilot.models.helpers import get_active_bundle, get_selected_bundle, resolve_bundle_by_ref
from openpilot.sunnypilot.models.manager import ModelManagerSP
CHUNK_BODIES = [b'A' * 5000, b'B' * 5000, b'C' * 3000]
@@ -103,6 +106,7 @@ class ManagerDownloadTestBase(OpenpilotTestCase):
self.manager.selected_bundle = None
self.manager.active_bundle = None
self.manager.available_models = []
self.manager.chestnut_present = False
self.manager._chunk_size = 1024
self.manager._download_start_times = {}
@@ -249,6 +253,85 @@ class TestManagerDownload(ManagerDownloadTestBase):
assert self.manager._download_start_times == {}
self.run_with_server(body)
def test_download_ref_present_keeps_download_alive(self):
"""A pending download request (DownloadRef set) must not be cancelled mid-transfer."""
def body():
artifact = self.make_artifact(chunked=True)
base_path = os.path.join(self.dest, artifact.fileName)
self.manager.params.get.side_effect = lambda key: b"ref" if key == "ModelManager_DownloadRef" else None
asyncio.run(self.manager._download_chunked(artifact.downloadUri.uri, base_path, artifact))
assert os.path.isfile(get_manifest_path(base_path))
self.run_with_server(body)
def test_cancellation_via_download_ref(self):
"""Removing DownloadRef mid-transfer cancels the download."""
def body():
artifact = self.make_artifact(chunked=True)
base_path = os.path.join(self.dest, artifact.fileName)
checks = {"n": 0}
def get(key):
if key == "ModelManager_DownloadRef":
checks["n"] += 1
return b"ref" if checks["n"] <= 2 else None
return b"0"
self.manager.params.get.side_effect = get
with self.assertRaises(Exception) as ctx:
asyncio.run(self.manager._download_chunked(artifact.downloadUri.uri, base_path, artifact))
assert 'cancelled' in str(ctx.exception).lower()
assert not os.path.isfile(get_manifest_path(base_path))
self.run_with_server(body)
def _make_params_with_store(self):
params = mock.MagicMock()
store = {}
def get(key, *args, **kwargs):
return store.get(key, b"0") # b"0" -> download not cancelled
def put(key, value, *args, **kwargs):
store[key] = value
params.get.side_effect = get
params.put.side_effect = put
return params, store
def test_download_writes_qcom_slot(self):
"""A download resolved to the qcom source writes the qcom active bundle slot only."""
def body():
artifact = self.make_artifact(chunked=True)
self._bundle.ref = "test-ref"
self._bundle.minimumSelectorVersion = 18
params, store = self._make_params_with_store()
self.manager.params = params
asyncio.run(self.manager._download_bundle(self._bundle, self.dest, "qcom"))
assert "ModelManager_ActiveBundle" in store, "qcom download must write the qcom slot"
assert "ModelManager_ActiveBundleUSBGPU" not in store, "qcom download must not touch the usbgpu slot"
assert self.manager.selected_bundle.status == custom.ModelManagerSP.DownloadStatus.downloaded
assert self.manager.active_bundle is not None and self.manager.active_bundle.ref == "test-ref"
assert self.manager.active_bundle.status == custom.ModelManagerSP.DownloadStatus.downloaded
chunk_names = [get_chunk_name(artifact.fileName, i, len(artifact.chunks)) for i in range(len(artifact.chunks))]
missing = [c for c in chunk_names if not os.path.isfile(os.path.join(self.dest, c))]
assert missing == [], f"chunks missing from the cache: {missing}"
self.run_with_server(body)
def test_download_writes_usbgpu_slot(self):
"""A download resolved to the usbgpu source writes the usbgpu active bundle slot only."""
def body():
self.make_artifact(chunked=True)
self._bundle.ref = "big-ref"
self._bundle.minimumSelectorVersion = 18
params, store = self._make_params_with_store()
self.manager.params = params
asyncio.run(self.manager._download_bundle(self._bundle, self.dest, "usbgpu"))
assert "ModelManager_ActiveBundleUSBGPU" in store, "usbgpu download must write the usbgpu slot"
assert "ModelManager_ActiveBundle" not in store, "usbgpu download must not touch the qcom slot"
assert self.manager.selected_bundle.status == custom.ModelManagerSP.DownloadStatus.downloaded
self.run_with_server(body)
class TestManagerImports(OpenpilotTestCase):
"""Catches undeclared dependencies. aiohttp lived only in the AGNOS venv; 19.6 dropped
@@ -267,6 +350,253 @@ class TestManagerImports(OpenpilotTestCase):
assert connect > 0 and read > 0, "requests defaults to no timeout; downloads would hang forever"
class TestResolveBundleByRef(OpenpilotTestCase):
"""A ref resolves to (bundle, source) across both hardware manifests. Refs are
unique per manifest and never overlap across sources, so a ref maps to exactly
one slot. Shared by the manager's download flow and the settings UI."""
@staticmethod
def _bundle(ref: str):
bundle = custom.ModelManagerSP.ModelBundle.new_message()
bundle.ref = ref
return bundle
def test_qcom_ref_resolves_to_qcom_slot(self):
small = self._bundle("small")
assert resolve_bundle_by_ref("small", {"qcom": [small], "usbgpu": []}) == (small, "qcom")
def test_usbgpu_ref_resolves_to_usbgpu_slot(self):
big = self._bundle("big")
assert resolve_bundle_by_ref("big", {"qcom": [], "usbgpu": [big]}) == (big, "usbgpu")
def test_unknown_ref_returns_none(self):
source_bundles = {"qcom": [self._bundle("small")], "usbgpu": []}
assert resolve_bundle_by_ref("nope", source_bundles) is None
def manifest_bundle(short_name: str, ref: str, index: int = 0, is_big: bool = False) -> dict:
"""Minimal manifest bundle dict, version-compatible (no chunks to avoid disk side effects).
Big (usbgpu) bundles carry `is_big: true` in the manifest JSON."""
return {
"index": index,
"short_name": short_name,
"display_name": short_name.upper(),
"generation": 1,
"environment": "release",
"runner": "tinygrad",
"is_big": is_big,
"minimum_selector_version": "18",
"ref": ref,
"models": [{
"type": "supercombo",
"artifact": {
"file_name": f"{short_name}.pkl",
"download_uri": {"url": f"https://example.com/{short_name}.pkl", "sha256": "s"},
},
}],
}
def fresh_sync_time() -> int:
return int(time.monotonic() * 1e9)
class TestModelFetcherSources(OpenpilotTestCase):
"""Both manifests are always maintained: get_bundles_for_source exposes either
source by name, and active_source picks which one matches the attached hardware."""
def _make_params(self, qcom_manifest, usbgpu_manifest):
params = mock.MagicMock()
def get(key):
if key == "ModelManager_ModelsCache":
return qcom_manifest
if key == "ModelManager_ModelsCache_USBGPU":
return usbgpu_manifest
if key in ("ModelManager_LastSyncTime", "ModelManager_LastSyncTime_USBGPU"):
return fresh_sync_time()
return None
params.get.side_effect = get
return params
def test_active_source_follows_chestnut_presence(self):
assert ModelFetcher.active_source(False) == "qcom"
assert ModelFetcher.active_source(True) == "usbgpu"
def test_get_bundles_for_source_returns_each_source(self):
params = self._make_params({"bundles": [manifest_bundle("small", "aaa")]},
{"bundles": [manifest_bundle("big", "bbb", is_big=True)]})
fetcher = ModelFetcher(params)
assert [bundle.ref for bundle in fetcher.get_bundles_for_source("qcom")] == ["aaa"]
assert [bundle.ref for bundle in fetcher.get_bundles_for_source("usbgpu")] == ["bbb"]
def test_get_bundles_for_source_unknown(self):
assert ModelFetcher(mock.MagicMock()).get_bundles_for_source("bogus") == []
def test_get_cached_bundles_parses_source(self):
params = self._make_params({"bundles": [manifest_bundle("small", "aaa")]},
{"bundles": [manifest_bundle("big", "bbb", is_big=True)]})
qcom_bundles = get_cached_bundles(params, "qcom")
usbgpu_bundles = get_cached_bundles(params, "usbgpu")
assert [b.ref for b in qcom_bundles] == ["aaa"]
assert [b.ref for b in usbgpu_bundles] == ["bbb"]
assert qcom_bundles[0].displayName == "SMALL"
def test_get_cached_bundles_empty_when_missing(self):
params = mock.MagicMock()
params.get.return_value = None
assert get_cached_bundles(params, "qcom") == []
assert get_cached_bundles(params, "usbgpu") == []
def test_get_cached_bundles_unknown_source(self):
assert get_cached_bundles(mock.MagicMock(), "bogus") == []
def test_active_json_has_both_urls(self):
params = mock.MagicMock()
ModelFetcher(params)
active_json_calls = [call for call in params.put.call_args_list if call.args[0] == "ModelManager_ActiveJson"]
assert active_json_calls, "expected ModelManager_ActiveJson to be written"
assert active_json_calls[-1].args[1] == {
"qcom": ModelFetcher.MODEL_URL,
"usbgpu": ModelFetcher.MODEL_URL_USBGPU,
}
class TestSourceCacheIntegrity(OpenpilotTestCase):
"""Each source's cached manifest must contain only that source's models; the
`is_big` flag in the JSON marks the big (usbgpu) models. A mismatched cache is
legacy data from before the per-source split (the active manifest was cached
under the unsuffixed key regardless of hardware) and is refetched. This
replaces the old one-time bundle migration."""
def _make_params(self, qcom_manifest, usbgpu_manifest):
params = mock.MagicMock()
def get(key):
if key == "ModelManager_ModelsCache":
return qcom_manifest
if key == "ModelManager_ModelsCache_USBGPU":
return usbgpu_manifest
if key in ("ModelManager_LastSyncTime", "ModelManager_LastSyncTime_USBGPU"):
return fresh_sync_time()
return None
params.get.side_effect = get
return params
def _fetched(self, *bundles):
return ModelFetcher(mock.MagicMock()).model_parser.parse_models({"bundles": list(bundles)})
def test_qcom_cache_with_big_models_is_refetched(self):
"""Legacy: the unsuffixed cache holds the big manifest. is_big confirms it is
the wrong set for qcom, so a fresh fetch replaces it."""
params = self._make_params({"bundles": [manifest_bundle("big", "bbb", is_big=True)]},
{"bundles": [manifest_bundle("big2", "ccc", is_big=True)]})
fetcher = ModelFetcher(params)
fetched = self._fetched(manifest_bundle("small", "aaa"))
with mock.patch.object(fetcher, "_fetch_and_cache_models", return_value=fetched):
bundles = fetcher.get_bundles_for_source("qcom")
assert [bundle.ref for bundle in bundles] == ["aaa"]
def test_usbgpu_cache_without_big_models_is_refetched(self):
params = self._make_params({"bundles": [manifest_bundle("small", "aaa")]},
{"bundles": [manifest_bundle("big2", "ccc")]})
fetcher = ModelFetcher(params)
fetched = self._fetched(manifest_bundle("big", "bbb", is_big=True))
with mock.patch.object(fetcher, "_fetch_and_cache_models", return_value=fetched):
bundles = fetcher.get_bundles_for_source("usbgpu")
assert [bundle.ref for bundle in bundles] == ["bbb"]
def test_matching_caches_are_used_without_fetch(self):
params = self._make_params({"bundles": [manifest_bundle("small", "aaa")]},
{"bundles": [manifest_bundle("big", "bbb", is_big=True)]})
fetcher = ModelFetcher(params)
with mock.patch.object(fetcher, "_fetch_and_cache_models", side_effect=AssertionError("cache should be used")):
assert [bundle.ref for bundle in fetcher.get_bundles_for_source("qcom")] == ["aaa"]
assert [bundle.ref for bundle in fetcher.get_bundles_for_source("usbgpu")] == ["bbb"]
def test_stale_version_cache_is_refetched(self):
"""A source-matching cache whose bundles are all filtered by the selector version
check parses to zero valid bundles; it is stale (e.g. an old manifest) and must be
refetched instead of silently returning an empty list forever."""
stale = manifest_bundle("small", "aaa")
stale["minimum_selector_version"] = "16"
params = self._make_params({"bundles": [stale]},
{"bundles": [manifest_bundle("big", "bbb", is_big=True)]})
fetcher = ModelFetcher(params)
fetched = self._fetched(manifest_bundle("small2", "ddd"))
with mock.patch.object(fetcher, "_fetch_and_cache_models", return_value=fetched) as fetch:
bundles = fetcher.get_bundles_for_source("qcom")
fetch.assert_called_once_with("qcom")
assert [bundle.ref for bundle in bundles] == ["ddd"]
def test_corrupt_cache_is_refetched(self):
"""A cache that fails to parse (e.g. truncated/foreign JSON) must trigger a
refetch instead of raising every loop and never recovering."""
corrupt = {"bundles": [{"short_name": "broken"}]} # missing required fields
params = self._make_params(corrupt, {"bundles": [manifest_bundle("big", "bbb", is_big=True)]})
fetcher = ModelFetcher(params)
fetched = self._fetched(manifest_bundle("small", "aaa"))
with mock.patch.object(fetcher, "_fetch_and_cache_models", return_value=fetched) as fetch:
bundles = fetcher.get_bundles_for_source("qcom")
fetch.assert_called_once_with("qcom")
assert [bundle.ref for bundle in bundles] == ["aaa"]
class TestActiveBundleSelection(OpenpilotTestCase):
"""The effective active bundle follows the hardware: the usbgpu slot wins when a GPU
is present and compiled, otherwise the qcom slot. Each slot keeps its own selection."""
@staticmethod
def _raw_bundle(ref: str) -> dict:
bundle = custom.ModelManagerSP.ModelBundle.new_message()
bundle.ref = ref
bundle.minimumSelectorVersion = 18
return bundle.to_dict()
def _params(self, qcom=None, usbgpu=None):
params = mock.MagicMock()
def get(key, *args, **kwargs):
if key == "ModelManager_ActiveBundle":
return qcom
if key == "ModelManager_ActiveBundleUSBGPU":
return usbgpu
return None
params.get.side_effect = get
return params
def test_selected_bundle_is_per_slot(self):
params = self._params(qcom=self._raw_bundle("small"), usbgpu=self._raw_bundle("big"))
assert get_selected_bundle(params, "qcom").ref == "small"
assert get_selected_bundle(params, "usbgpu").ref == "big"
class TestEffectiveSource(OpenpilotTestCase):
"""One gate decides the active source. With no flags it is runtime truth (GPU
attached); display callers (mici) pass the ui_state flags, which additionally
require the big model to be loading, active, or the device offroad. The active
bundle is simply the selected bundle of that source."""
@staticmethod
def _raw_bundle(ref: str) -> dict:
bundle = custom.ModelManagerSP.ModelBundle.new_message()
bundle.ref = ref
bundle.minimumSelectorVersion = 18
return bundle.to_dict()
def test_active_bundle_follows_source(self):
params = mock.MagicMock()
params.get.side_effect = lambda key: {"ModelManager_ActiveBundle": self._raw_bundle("small"),
"ModelManager_ActiveBundleUSBGPU": self._raw_bundle("big")}.get(key)
with mock.patch("openpilot.sunnypilot.models.helpers.usbgpu_present", return_value=False):
assert get_active_bundle(params).ref == "small"
@unittest.skipUnless(os.environ.get('RUN_INTEGRATION_TESTS'), 'requires external network')
class TestLiveModelManifest(OpenpilotTestCase):
"""Every artifact and chunk URL in the published manifest must resolve."""
+1
View File
@@ -65,6 +65,7 @@ def sp_stats(end_event):
'MadsSteeringMode',
'MadsUnifiedEngagementMode',
'ModelManager_ActiveBundle',
'ModelManager_ActiveBundleUSBGPU',
'ModelManager_Favs',
'EnableSunnylinkUploader',
'SunnylinkEnabled',
+7 -19
View File
@@ -8,26 +8,12 @@ from collections.abc import Callable
import pyray as rl
from openpilot.system.ui.lib.application import gui_app, FontWeight
from openpilot.system.ui.lib.application import FontWeight
from openpilot.system.ui.sunnypilot.lib.styles import style
from openpilot.system.ui.sunnypilot.widgets.list_view import ButtonActionSP
from openpilot.system.ui.widgets.label import ScrollState, UnifiedLabel
from openpilot.system.ui.widgets.label import UnifiedLabel
from openpilot.system.ui.widgets.list_view import BUTTON_WIDTH, BUTTON_HEIGHT, TEXT_PADDING, _resolve_value
SCROLL_SPEED = 1.2 # stock is 0.8, boosted 50% to compensate for larger font (50 vs 32)
SCROLL_REFERENCE_FPS = 60.
class UnifiedLabelSP(UnifiedLabel):
# stock scroll formula (0.8 / 60 * fps) is inverted — pre-correct so speed is constant px/sec
def _render(self, _):
if self._needs_scroll and self._scroll_state == ScrollState.SCROLLING:
fps = gui_app.target_fps
wrong_step = 0.8 / SCROLL_REFERENCE_FPS * fps
correct_step = SCROLL_SPEED * SCROLL_REFERENCE_FPS / fps
self._scroll_offset -= (correct_step - wrong_step)
super()._render(_)
class NoElideButtonAction(ButtonActionSP):
def get_width_hint(self):
@@ -35,12 +21,14 @@ class NoElideButtonAction(ButtonActionSP):
class ScrollingButtonAction(ButtonActionSP):
"""ButtonActionSP whose value scrolls instead of eliding when it doesn't fit."""
def __init__(self, text: str | Callable[[], str], width: int = style.BUTTON_ACTION_WIDTH,
enabled: bool | Callable[[], bool] = True):
super().__init__(text=text, width=width, enabled=enabled)
self._value_label = UnifiedLabelSP("", font_size=style.ITEM_TEXT_FONT_SIZE, font_weight=FontWeight.NORMAL,
text_color=self._value_color, scroll=True,
alignment_vertical=rl.GuiTextAlignmentVertical.TEXT_ALIGN_MIDDLE)
self._value_label = UnifiedLabel("", font_size=style.ITEM_TEXT_FONT_SIZE, font_weight=FontWeight.NORMAL,
text_color=self._value_color, scroll=True,
alignment_vertical=rl.GuiTextAlignmentVertical.TEXT_ALIGN_MIDDLE)
def set_value(self, value: str | Callable[[], str], color: rl.Color = style.ITEM_TEXT_VALUE_COLOR):
if self.value != _resolve_value(value, ""):