relearn ideal sim pose

# Conflicts:
#	openpilot/selfdrive/ui/mici/onroad/model_renderer.py
#	openpilot/sunnypilot/modeld_v2/modeld.py

.github/workflows/build-default-models.yaml

@@ -115,7 +115,7 @@ jobs:
           env ${TG_FLAGS} python3 ${{ github.workspace }}/${{ env.COMPILER }}/compile_onnx.py \
             ${{ github.workspace }}/${{ env.SMALL_ONNX }} \
             ${{ github.workspace }}/${{ env.SMALL_PKL }} \
-            --device-input "*" --out-of-band --benchmark-runs 1
+            --out-of-band --benchmark-runs 1
 
       - name: Prepare output
         env:
@@ -440,9 +440,10 @@ jobs:
           TG_FLAGS="DEV=QCOM IMAGE=1 FLOAT16=1 NOLOCALS=1 JIT_BATCH_SIZE=0 OPENPILOT_HACKS=1"
 
           taskset -c 7 env ${TG_FLAGS} python3 \
-            ${{ github.workspace }}/tinygrad_repo/examples/openpilot/compile3.py \
+            ${{ github.workspace }}/tinygrad_repo/examples/openpilot/compile_onnx.py \
             ${{ github.workspace }}/${{ env.DM_ONNX }} \
-            ${{ github.workspace }}/${{ env.DM_PKL }}
+            ${{ github.workspace }}/${{ env.DM_PKL }} \
+            --out-of-band --benchmark-runs 1
 
       - name: Compile DM warp
         run: |

.github/workflows/lfs-maintenance.yaml

@@ -33,7 +33,7 @@ jobs:
 
       - name: LFS Fetch
         run: |
-          git lfs fetch
+          git lfs fetch || echo "::warning::some objects are missing on commaai/openpilot-lfs; mirroring the rest"
 
       - name: Set up Git
         run: |
@@ -68,6 +68,7 @@ jobs:
           git config lfs.activitytimeout 300
           git config lfs.transfer.maxretries 5
           git config lfs.concurrenttransfers 4
+          git config lfs.allowincompletepush true
 
       - name: Push LFS
         id: sync-and-commit
@@ -81,3 +82,80 @@ jobs:
           done
           echo "All push attempts failed"
           exit 1
+
+      - name: Checkout sunnypilot
+        uses: actions/checkout@v4
+        with:
+          repository: 'sunnypilot/sunnypilot'
+          path: sunnypilot
+          fetch-depth: 0
+          filter: blob:limit=1k
+          lfs: false
+
+      - name: Reference objects on sunnypilot-lfs
+        env:
+          HF_TOKEN: ${{ secrets.HF_TOKEN }}
+        run: |
+          set -euo pipefail
+          GIT_LFS_SKIP_SMUDGE=1 git clone --quiet https://huggingface.co/sunnypilot/sunnypilot-lfs hf-lfs
+          mkdir -p hf-lfs/all
+          cat > scan_pointers.py <<'EOF'
+          import re, subprocess, sys, threading
+          repo = sys.argv[1]
+          chk = subprocess.run(["git", "-C", repo, "cat-file", "--batch-all-objects",
+                                "--batch-check=%(objectname) %(objecttype) %(objectsize)"],
+                               capture_output=True, text=True, check=True).stdout
+          small = [f[0] for f in (l.split() for l in chk.splitlines()) if f[1] == "blob" and int(f[2]) < 1024]
+          p = subprocess.Popen(["git", "-C", repo, "cat-file", "--batch=%(objectsize)"],
+                               stdin=subprocess.PIPE, stdout=subprocess.PIPE)
+          def feed():
+            for sha in small:
+              p.stdin.write(sha.encode() + b"\n")
+            p.stdin.close()
+          threading.Thread(target=feed, daemon=True).start()
+          rx = re.compile(rb"^version https://git-lfs\.github\.com/spec/v1\noid sha256:([0-9a-f]{64})\nsize ([0-9]+)\n")
+          seen = {}
+          for _ in small:
+            n = int(p.stdout.readline()); body = p.stdout.read(n); p.stdout.read(1)
+            m = rx.match(body)
+            if m:
+              seen.setdefault(m.group(1).decode(), m.group(2).decode())
+          for oid, size in sorted(seen.items()):
+            print(oid, size)
+          EOF
+          for repo in . sunnypilot; do
+            python3 scan_pointers.py "$repo"
+          done | sort -u | while read -r oid size; do
+            [ -e "hf-lfs/all/$oid" ] && continue
+            printf 'version https://git-lfs.github.com/spec/v1\noid sha256:%s\nsize %s\n' "$oid" "$size" > "hf-lfs/all/$oid"
+            echo "$oid"
+          done > new_oids.txt
+          echo "new pointer files: $(wc -l < new_oids.txt)"
+
+          dropped=0
+          while mapfile -t -n 100 chunk && ((${#chunk[@]})); do
+            body=$(for oid in "${chunk[@]}"; do
+                     size=$(awk '/^size /{print $2}' "hf-lfs/all/$oid")
+                     printf '{"oid":"%s","size":%s}\n' "$oid" "$size"
+                   done | jq -s '{operation:"download",transfers:["basic"],objects:.}')
+            for attempt in 1 2 3 4 5; do
+              resp=$(curl -sS -u "user:${HF_TOKEN}" -w '\n%{http_code}' \
+                       -H 'Accept: application/vnd.git-lfs+json' -H 'Content-Type: application/vnd.git-lfs+json' \
+                       --data "$body" "${LFS_URL}/objects/batch") && [ "$(tail -n1 <<<"$resp")" = 200 ] && break
+              echo "batch check attempt $attempt failed ($(tail -n1 <<<"$resp")), retrying in 60s"; sleep 60
+            done
+            [ "$(tail -n1 <<<"$resp")" = 200 ] || { echo "batch check failed"; exit 1; }
+            for oid in $(sed '$d' <<<"$resp" | jq -r '.objects[] | select(.error) | .oid'); do
+              rm -f "hf-lfs/all/$oid"; dropped=$((dropped+1))
+            done
+          done < new_oids.txt
+          echo "dropped (not on HF): $dropped"
+
+          cd hf-lfs
+          git add -A all
+          if git diff --cached --quiet; then
+            echo "nothing new to reference"
+            exit 0
+          fi
+          git commit -q -m "Reference $(git diff --cached --name-only | wc -l | tr -d ' ') new LFS objects"
+          git push origin HEAD:main

.github/workflows/sunnypilot-build-prebuilt.yaml

@@ -594,8 +594,14 @@ jobs:
       - name: Publish chestnut branch
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          HF_TOKEN: ${{ secrets.HF_TOKEN }}
         run: |
           CHESTNUT_BRANCH="${{ needs.prepare_strategy.outputs.new_branch }}-chestnut"
+          cp .lfsconfig "${{ env.OUTPUT_DIR }}/"
+          echo 'openpilot/selfdrive/modeld/models/big_*_tinygrad.pkl filter=lfs diff=lfs merge=lfs -text' > "${{ env.OUTPUT_DIR }}/.gitattributes"
+          git lfs install
+          git config --global credential.helper store
+          echo "https://user:${HF_TOKEN}@huggingface.co" > ~/.git-credentials
 
           ${{ env.CI_DIR }}/publish.sh \
             "${{ github.workspace }}" \

openpilot/cereal/custom.capnp

@@ -465,6 +465,10 @@ struct ModelDataV2SP @0xa1680744031fdb2d {
   laneTurnDirection @0 :TurnDirection;
   leftLaneChangeEdgeBlock @1 :Bool;
   rightLaneChangeEdgeBlock @2 :Bool;
+  lanefulCurvature @3 :Float32;
+  lanefulTrust @4 :Float32;
+  modelCurvature @5 :Float32;
+  lanefulGoingAround @6 :Bool;
 
   enum TurnDirection {
     none @0;

openpilot/cereal/services.py

@@ -94,7 +94,7 @@ _services: dict[str, tuple] = {
   "carControlSP": (True, 100., 10),
   "carStateSP": (True, 100., 10),
   "liveMapDataSP": (True, 1., 1),
-  "modelDataV2SP": (True, 20., None, QueueSize.BIG),
+  "modelDataV2SP": (True, 20., 10, QueueSize.BIG),
   "liveLocationKalman": (True, 20.),
 
   # debug

openpilot/common/params_keys.h

@@ -256,6 +256,7 @@ inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
     {"LagdValueCache", {PERSISTENT, FLOAT, "0.2"}},
     {"LaneTurnDesire", {PERSISTENT | BACKUP, BOOL, "0"}},
     {"LaneTurnValue", {PERSISTENT | BACKUP, FLOAT, "19.0"}},
+    {"Laneful", {PERSISTENT | BACKUP, BOOL, "0"}},
     {"PlanplusControl", {PERSISTENT | BACKUP, FLOAT, "1.0"}},
 
     // mapd

openpilot/selfdrive/modeld/SConscript

@@ -48,8 +48,9 @@ def compile_model(onnx_path, pkl_path):
     Action(cmd, "  [ONNX] $TARGET"),
   )
 
-compile_model('models/dmonitoring_model.onnx', 'models/dmonitoring_model_tinygrad.pkl')
-compile_model('models/driving_supercombo.onnx', 'models/driving_tinygrad.pkl')
+if not os.getenv('SKIP_TINYGRAD_COMPILE'):
+  compile_model('models/dmonitoring_model.onnx', 'models/dmonitoring_model_tinygrad.pkl')
+  compile_model('models/driving_supercombo.onnx', 'models/driving_tinygrad.pkl')
 
 model_w, model_h = MEDMODEL_INPUT_SIZE
 for cam_w, cam_h in camera_configs:
@@ -62,7 +63,7 @@ for cam_w, cam_h in camera_configs:
   lenv.Command(warp_pkl_path, tinygrad_files + warp_deps + [Value(cmd)], cmd)
 
 dm_w, dm_h = DM_INPUT_SIZE
-for cam_w, cam_h in camera_configs:
+for cam_w, cam_h in [] if os.getenv('SKIP_TINYGRAD_COMPILE') else camera_configs:
   dm_pkl_path = File(f"models/dm_warp_{cam_w}x{cam_h}_tinygrad.pkl").abspath
   stride, y_height, uv_height, frame_size = get_nv12_info(cam_w, cam_h)
   cmd = (f'{tg_flags} {mac_brew_string} python3 "{compiler}/compile_warp.py" '

openpilot/selfdrive/modeld/modeld.py

@@ -7,6 +7,7 @@ from functools import cached_property
 import os
 os.environ['GMMU'] = '0' # for chestnut fast loading, noop for qcom
 os.environ.setdefault('AM_POWER_LIMIT', '100')
+os.environ.setdefault('AM_PERF_LEVEL', 'high')
 from tinygrad.device import Buffer, Device
 from tinygrad.dtype import DType, dtypes
 from tinygrad.engine.realize import lower_and_compile

openpilot/selfdrive/ui/mici/onroad/augmented_road_view.py

@@ -206,6 +206,8 @@ class AugmentedRoadView(CameraView):
   def _handle_mouse_release(self, mouse_pos: MousePos):
     # Don't trigger click callback if bookmark was triggered
     if not self._bookmark_icon.interacting():
+      if self._model_renderer.laneful.handle_tap(mouse_pos):
+        return
       super()._handle_mouse_release(mouse_pos)
 
   def _render(self, _):

openpilot/selfdrive/ui/mici/onroad/model_renderer.py

@@ -141,6 +141,7 @@ class ModelRenderer(Widget, ModelRendererSP):
     if ui_state.status != UIStatus.DISENGAGED:
       self._draw_lane_lines()
       self._draw_path()
+      self.laneful.draw(self._rect)
 
     if render_lead_indicator:
       self._update_leads(sm)
@@ -219,6 +220,7 @@ class ModelRenderer(Widget, ModelRendererSP):
     # Update road edges using raw points
     for road_edge in self._road_edges:
       road_edge.projected_points = self._map_line_to_polygon(road_edge.raw_points, line_width_factor, 0.0, max_idx)
+    self.laneful.update(self, max_idx)
 
     # Update path using raw points
     if lead and lead.present:

openpilot/selfdrive/ui/sunnypilot/layouts/settings/cruise.py

@@ -8,7 +8,6 @@ from enum import IntEnum
 
 from openpilot.selfdrive.ui.sunnypilot.layouts.settings.cruise_sub_layouts.speed_limit_settings import SpeedLimitSettingsLayout
 from openpilot.selfdrive.ui.ui_state import ui_state
-from openpilot.sunnypilot.mapd import MAPD_AVAILABLE
 from openpilot.system.ui.lib.multilang import tr, tr_noop
 from openpilot.system.ui.sunnypilot.widgets.list_view import toggle_item_sp, option_item_sp, simple_button_item_sp
 from openpilot.system.ui.widgets import Widget
@@ -30,7 +29,6 @@ ACC_ENABLED_DESCRIPTION = tr_noop("Enable custom Short & Long press increments f
 ACC_NOLONG_DESCRIPTION = tr_noop("This feature can only be used with sunnypilot longitudinal control enabled.")
 ACC_PCMCRUISE_DISABLED_DESCRIPTION = tr_noop("This feature is not supported on this platform due to vehicle limitations.")
 ONROAD_ONLY_DESCRIPTION = tr_noop("Start the vehicle to check vehicle compatibility.")
-MAP_UNAVAILABLE_DESCRIPTION = tr_noop("Map data is temporarily unavailable.")
 
 
 class CruiseLayout(Widget):
@@ -56,8 +54,7 @@ class CruiseLayout(Widget):
 
     self.scc_m_toggle = toggle_item_sp(
       title=tr("Smart Cruise Control - Map"),
-      description=(f"<b>{tr(MAP_UNAVAILABLE_DESCRIPTION)}</b>\n\n" if not MAPD_AVAILABLE else "") +
-                  tr("Use map data to estimate the appropriate speed to drive through turns ahead."),
+      description=tr("Use map data to estimate the appropriate speed to drive through turns ahead."),
       param="SmartCruiseControlMap")
 
     self.custom_acc_toggle = toggle_item_sp(
@@ -142,7 +139,7 @@ class CruiseLayout(Widget):
       if has_long or has_icbm:
         self.custom_acc_toggle.action_item.set_enabled(((has_long and not ui_state.CP.pcmCruise) or has_icbm) and ui_state.is_offroad())
         self.scc_v_toggle.action_item.set_enabled(True)
-        self.scc_m_toggle.action_item.set_enabled(MAPD_AVAILABLE)
+        self.scc_m_toggle.action_item.set_enabled(True)
       else:
         ui_state.params.remove("CustomAccIncrementsEnabled")
         ui_state.params.remove("SmartCruiseControlVision")

openpilot/selfdrive/ui/sunnypilot/layouts/settings/cruise_sub_layouts/speed_limit_policy.py

@@ -8,8 +8,6 @@ from collections.abc import Callable
 
 import pyray as rl
 from openpilot.selfdrive.ui.ui_state import ui_state
-from openpilot.sunnypilot.mapd import MAPD_AVAILABLE
-from openpilot.sunnypilot.selfdrive.controls.lib.speed_limit.common import Policy
 from openpilot.system.ui.lib.multilang import tr
 from openpilot.system.ui.sunnypilot.widgets.list_view import multiple_button_item_sp
 from openpilot.system.ui.widgets.network import NavButton
@@ -45,8 +43,6 @@ class SpeedLimitPolicyLayout(Widget):
       param="SpeedLimitPolicy",
       button_width=250,
     )
-    if not MAPD_AVAILABLE:
-      self._speed_limit_policy.action_item.set_enabled_buttons({Policy.car_state_only})
 
     items = [
       self._speed_limit_policy
@@ -55,8 +51,6 @@ class SpeedLimitPolicyLayout(Widget):
 
   @staticmethod
   def _get_policy_description():
-    if not MAPD_AVAILABLE:
-      return f"<b>{tr('Map data is temporarily unavailable. Using Speed Limit data only from Car.')}</b>"
     return get_highlighted_description(ui_state.params, "SpeedLimitPolicy", SPEED_LIMIT_POLICY_DESCRIPTIONS)
 
   def _render(self, rect):

openpilot/selfdrive/ui/sunnypilot/mici/layouts/laneful.py

@@ -0,0 +1,21 @@
+"""
+Copyright (c) 2021-, 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.
+"""
+from openpilot.selfdrive.ui.mici.widgets.button import BigParamControl
+from openpilot.system.ui.widgets.scroller import NavScroller
+
+
+class LanefulLayoutMici(NavScroller):
+  def __init__(self):
+    super().__init__()
+    self._toggle = BigParamControl("laneful", "Laneful",
+                                   description="Keeps the car centered in its lane.\n" +
+                                               "Leans on the lane lines when they are clear, drives laneless when they are not.")
+    self._scroller.add_widget(self._toggle)
+
+  def show_event(self):
+    super().show_event()
+    self._toggle.refresh()

openpilot/selfdrive/ui/sunnypilot/mici/layouts/settings.py

@@ -11,6 +11,7 @@ from openpilot.selfdrive.ui.mici.widgets.button import BigCircleButton
 from openpilot.selfdrive.ui.mici.widgets.dialog import BigConfirmationDialog, BigDialog
 from openpilot.selfdrive.ui.sunnypilot.mici.layouts.sunnylink import SunnylinkLayoutMici
 from openpilot.selfdrive.ui.sunnypilot.mici.layouts.models import ModelsLayoutMici
+from openpilot.selfdrive.ui.sunnypilot.mici.layouts.laneful import LanefulLayoutMici
 from openpilot.selfdrive.ui.ui_state import ui_state
 from openpilot.system.ui.lib.application import gui_app, FontWeight
 from openpilot.system.ui.lib.multilang import tr
@@ -50,6 +51,10 @@ class SettingsLayoutSP(OP.SettingsLayout):
     models_btn = SettingsBigButton(tr("models"), "", gui_app.texture("../../sunnypilot/selfdrive/assets/offroad/icon_models.png", ICON_SIZE, ICON_SIZE))
     models_btn.set_click_callback(lambda: gui_app.push_widget(models_panel))
 
+    laneful_panel = LanefulLayoutMici()
+    laneful_btn = SettingsBigButton(tr("laneful"), "", gui_app.texture("icons_mici/settings/device/lkas.png", ICON_SIZE, ICON_SIZE))
+    laneful_btn.set_click_callback(lambda: gui_app.push_widget(laneful_panel))
+
     # onroad: enable button sits at the front (left of toggles)
     self._enable_offroad_btn_onroad = BigCircleButton(self.icon_offroad_enable, red=True)
     self._enable_offroad_btn_onroad.set_click_callback(lambda: self._handle_always_offroad(True))
@@ -67,7 +72,8 @@ class SettingsLayoutSP(OP.SettingsLayout):
     items = self._scroller._items.copy()
 
     items.insert(1, models_btn)
-    items.insert(5, sunnylink_btn)
+    items.insert(2, laneful_btn)
+    items.insert(6, sunnylink_btn)
 
     # front slots (only one ever visible at a time): exit-always-offroad, then enable-onroad
     items.insert(0, self._enable_offroad_btn_onroad)

openpilot/selfdrive/ui/sunnypilot/mici/onroad/laneful.py

@@ -0,0 +1,117 @@
+"""
+Copyright (c) 2021-, 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.
+
+Laneful visuals: cyan lane-center target, thin white "after" path (model path bent by laneful's nudge),
+and a top-center readout of the pull, from the curvature modeld publishes in modelDataV2SP.lanefulCurvature.
+"""
+import numpy as np
+import pyray as rl
+from openpilot.common.filter_simple import FirstOrderFilter
+from openpilot.common.realtime import DT_MDL
+from openpilot.selfdrive.ui.ui_state import ui_state
+from openpilot.sunnypilot.modeld_v2.laneful import LOOKAHEAD_TIME, MIN_LOOKAHEAD, MAX_ERROR
+from openpilot.system.ui.lib.application import gui_app, FontWeight
+from openpilot.system.ui.lib.shader_polygon import draw_polygon
+from openpilot.system.ui.lib.text_measure import measure_text_cached
+
+CENTER_COLOR = (0, 200, 255)
+AFTER_COLOR = (255, 255, 255)
+
+
+class LanefulRenderer:
+  def __init__(self):
+    self._center_points = np.empty((0, 2), dtype=np.float32)
+    self._after_points = np.empty((0, 2), dtype=np.float32)
+    self._trust = 0.0
+    self._font = gui_app.font(FontWeight.BOLD)
+    # smoothed copies for the readout so the numbers don't flicker
+    self._pull_display = FirstOrderFilter(0.0, 0.5, DT_MDL)
+    self._trust_display = FirstOrderFilter(0.0, 0.5, DT_MDL)
+    self._alpha = FirstOrderFilter(0.0, 0.3, DT_MDL) # fades that hoe
+    self._readout_rect: rl.Rectangle | None = None
+    self._settings_page = None
+
+  def update(self, renderer, max_idx: int) -> None:
+    """Called from the model renderer's update with its lane lines and path already in raw points."""
+    laneful_curvature = ui_state.sm['modelDataV2SP'].lanefulCurvature
+    self._alpha.update(float(laneful_curvature != 0.0))
+
+    left, right = renderer._lane_lines[1].raw_points, renderer._lane_lines[2].raw_points
+    stds = list(ui_state.sm['modelV2'].laneLineStds)
+    if self._alpha.x < 0.01 or len(left) == 0 or len(right) != len(left) or len(stds) < 3:
+      self._center_points = np.empty((0, 2), dtype=np.float32)
+      self._after_points = np.empty((0, 2), dtype=np.float32)
+      return
+
+    probs = renderer._lane_line_probs
+    l_prob = float(probs[1] * np.interp(stds[1], [0.15, 0.3], [1.0, 0.0]))
+    r_prob = float(probs[2] * np.interp(stds[2], [0.15, 0.3], [1.0, 0.0]))
+    width = np.clip(right[:, 1] - left[:, 1], 2.8, 4.5) if l_prob * r_prob > 0.5 else 3.7
+    center = left.copy()
+    center[:, 1] = (l_prob * (left[:, 1] + width / 2) + r_prob * (right[:, 1] - width / 2)) / (l_prob + r_prob + 1e-4)
+    self._trust = l_prob + r_prob - l_prob * r_prob
+    self._center_points = renderer._map_line_to_polygon(center, 0.1, 0.0, max_idx)
+
+    # "after" path: model path bent by laneful's curvature, ending at the lookahead
+    path = renderer._path.raw_points
+    lookahead = max(ui_state.sm['carState'].vEgo * LOOKAHEAD_TIME, MIN_LOOKAHEAD)
+    self._pull_display.update(laneful_curvature * lookahead ** 2 / 2)  # how far laneful moves the car at the lookahead
+    self._trust_display.update(self._trust)
+    after = path.copy()
+    after[:, 1] += laneful_curvature * path[:, 0] ** 2 / 2
+    self._after_points = renderer._map_line_to_polygon(after, 0.15, renderer._path_offset_z,
+                                                       renderer._get_path_length_idx(path[:, 0], lookahead))
+
+  def _color(self, rgb, alpha: float) -> rl.Color:
+    return rl.Color(*rgb, int(alpha * self._alpha.x))
+
+  def draw(self, rect: rl.Rectangle) -> None:
+    if self._center_points.size and self._trust > 0.05:
+      draw_polygon(rect, self._center_points, self._color(CENTER_COLOR, np.clip(self._trust, 0.2, 1.0) * 255))
+    self._readout_rect = None
+    if self._after_points.size:
+      draw_polygon(rect, self._after_points, self._color(AFTER_COLOR, 200))
+      self._draw_readout(rect)
+
+  def handle_tap(self, pos) -> bool:
+    """Tapping the readout opens the laneful settings page. Returns True if the tap was consumed."""
+    r = self._readout_rect
+    if r is None or not (r.x - 20 <= pos.x <= r.x + r.width + 20 and r.y - 20 <= pos.y <= r.y + r.height + 20):
+      return False
+    if self._settings_page is None:
+      from openpilot.selfdrive.ui.sunnypilot.mici.layouts.laneful import LanefulLayoutMici
+      self._settings_page = LanefulLayoutMici()
+    gui_app.push_widget(self._settings_page)
+    return True
+
+  def _draw_readout(self, rect: rl.Rectangle) -> None:
+    """Top-center pill: pull toward lane center in cm at the lookahead, arrow = side,
+    bar grows from center toward the pull (full at the cap), brighter with more lane line trust."""
+    pull, trust = self._pull_display.x, self._trust_display.x
+    w, h = 190, 76
+    x, y = rect.x + (rect.width - w) / 2, rect.y + 10
+    cx, cy = x + w / 2, y + 30
+    self._readout_rect = rl.Rectangle(x, y, w, h)
+    rl.draw_rectangle_rounded(self._readout_rect, 0.5, 12, self._color((0, 0, 0), 170))
+
+    text = f"{abs(pull) * 100:.0f}"
+    text_w = measure_text_cached(self._font, text, 44, 0).x
+    rl.draw_text_ex(self._font, text, rl.Vector2(cx - text_w / 2, cy - 24), 44, 0, self._color((255, 255, 255), 255))
+
+    active = self._color(CENTER_COLOR, np.clip(abs(pull) / 0.1, 0.0, 1.0) * 255)
+    idle = self._color((255, 255, 255), 40)
+    lx, rx = x + 18, x + w - 18
+    rl.draw_triangle(rl.Vector2(lx, cy), rl.Vector2(lx + 16, cy + 12), rl.Vector2(lx + 16, cy - 12), active if pull < 0 else idle)
+    rl.draw_triangle(rl.Vector2(rx - 16, cy - 12), rl.Vector2(rx - 16, cy + 12), rl.Vector2(rx, cy), active if pull > 0 else idle)
+
+    bar = rl.Rectangle(x + 24, y + h - 16, w - 48, 6)
+    rl.draw_rectangle_rounded(bar, 1.0, 6, self._color((255, 255, 255), 40))
+    rl.draw_rectangle(int(cx - 1), int(bar.y - 2), 2, int(bar.height + 4), self._color((255, 255, 255), 120))
+    fill = bar.width / 2 * float(np.clip(abs(pull) / MAX_ERROR, 0.0, 1.0))
+    if fill > 1:
+      fill_x = cx if pull > 0 else cx - fill
+      rl.draw_rectangle_rounded(rl.Rectangle(fill_x, bar.y, fill, bar.height), 1.0, 6,
+                                self._color(CENTER_COLOR, np.clip(0.3 + 0.7 * trust, 0.0, 1.0) * 255))

openpilot/selfdrive/ui/sunnypilot/mici/onroad/model_renderer.py

@@ -6,6 +6,7 @@ See the LICENSE.md file in the root directory for more details.
 """
 import pyray as rl
 from openpilot.selfdrive.ui.ui_state import UIStatus
+from openpilot.selfdrive.ui.sunnypilot.mici.onroad.laneful import LanefulRenderer
 from openpilot.selfdrive.ui.sunnypilot.onroad.rainbow_path import RainbowPath
 
 LANE_LINE_COLORS_SP = {
@@ -17,3 +18,4 @@ LANE_LINE_COLORS_SP = {
 class ModelRendererSP:
   def __init__(self):
     self.rainbow_path = RainbowPath()
+    self.laneful = LanefulRenderer()

openpilot/selfdrive/ui/sunnypilot/ui_state.py

@@ -36,7 +36,7 @@ class UIStateSP:
     self.is_sp_release: bool = self.params.get_bool("IsReleaseSpBranch")
     self.sm_services_ext = [
       "modelManagerSP", "selfdriveStateSP", "longitudinalPlanSP", "backupManagerSP",
-      "lateralTorqueParameters", "carStateSP", "liveMapDataSP", "carParamsSP", "lateralDelay"
+      "lateralTorqueParameters", "carStateSP", "liveMapDataSP", "carParamsSP", "lateralDelay", "modelDataV2SP"
     ]
 
     self.sunnylink_state = SunnylinkState()

openpilot/sunnypilot/mapd/__init__.py

@@ -3,7 +3,3 @@ from openpilot.common.basedir import BASEDIR
 
 MAPD_BIN_DIR = os.path.join(BASEDIR, 'openpilot', 'third_party/mapd_pfeiferj')
 MAPD_PATH = os.path.join(MAPD_BIN_DIR, 'mapd')
-
-# mapd still runs (OSM downloads) but has no position source since ubloxd owns LastGPSPosition;
-# map-based features stay off until mapd is rebuilt
-MAPD_AVAILABLE = False

openpilot/sunnypilot/mapd/live_map_data/osm_map_data.py

@@ -4,6 +4,7 @@ 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 json
 import math
 import platform
 
@@ -26,6 +27,21 @@ class OsmMapData(BaseMapData):
       self.last_bearing = math.degrees(location.calibratedOrientationNED.value[2])
       self.last_position = Coordinate(location.positionGeodetic.value[0], location.positionGeodetic.value[1])
 
+    if self.last_position is None:
+      return
+
+    params = {
+      "latitude": self.last_position.latitude,
+      "longitude": self.last_position.longitude,
+    }
+
+    if self.last_bearing is not None:
+      params['bearing'] = self.last_bearing
+
+    # mapd reads its position from the memory params as JSON, so write it for the mapd binary.
+    # LastGPSPosition is registered as BYTES (ubloxd owns the persistent copy for pigeond),
+    # so the JSON payload has to be encoded here.
+    self.mem_params.put("LastGPSPosition", json.dumps(params).encode(), block=True)
 
   def get_current_speed_limit(self) -> float:
     return float(self.mem_params.get("MapSpeedLimit") or 0.0)

openpilot/sunnypilot/mapd/mapd_manager.py

@@ -121,6 +121,10 @@ def update_osm_db() -> None:
   if not mem_params.get("OSMDownloadBounds"):
     mem_params.put("OSMDownloadBounds", "", block=True)
 
+  # mapd reads LastGPSPosition from the memory params as JSON, and it is registered as BYTES upstream
+  if not mem_params.get("LastGPSPosition"):
+    mem_params.put("LastGPSPosition", b"{}", block=True)
+
 
 def main_thread():
   update_installed_version(VERSION, params)

openpilot/sunnypilot/mapd/tests/test_osm_map_data.py

@@ -0,0 +1,70 @@
+"""
+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 json
+import math
+import platform
+
+import openpilot.cereal.messaging as messaging
+from openpilot.cereal import log
+from openpilot.common.params import Params
+from openpilot.common.test import OpenpilotTestCase
+from openpilot.sunnypilot.mapd.live_map_data.osm_map_data import OsmMapData
+
+
+class TestOsmMapData(OpenpilotTestCase):
+  """The mapd binary reads its position from the memory params as JSON, so mapd_manager has to feed it."""
+
+  LATITUDE = 32.875134
+  LONGITUDE = -117.209777
+  ALTITUDE = 42.0
+  BEARING = 90.0
+
+  def setup_method(self):
+    self.mem_params = Params("/dev/shm/params") if platform.system() != "Darwin" else Params()
+    self.mem_params.remove("LastGPSPosition")
+    self.map_data = OsmMapData()
+    self.pm = messaging.PubMaster(['liveLocationKalman'])
+
+  def location_message(self, status: log.LiveLocationKalman.Status, position_valid: bool):
+    msg = messaging.new_message('liveLocationKalman', valid=True)
+    location = msg.liveLocationKalman
+    location.status = status
+    location.positionGeodetic = {'value': [self.LATITUDE, self.LONGITUDE, self.ALTITUDE], 'valid': position_valid}
+    location.calibratedOrientationNED = {'value': [0.0, 0.0, math.radians(self.BEARING)], 'valid': True}
+    return msg
+
+  def send_location(self, status: log.LiveLocationKalman.Status, position_valid: bool) -> None:
+    # the first exchange synchronizes the PUB/SUB connection, the second one is actually received
+    self.pm.send('liveLocationKalman', self.location_message(status, position_valid))
+    self.map_data.sm.update(1000)
+    self.pm.send('liveLocationKalman', self.location_message(status, position_valid))
+    self.map_data.sm.update(1000)
+
+  def read_position(self) -> dict:
+    value = self.mem_params.get("LastGPSPosition")
+    self.assertIsNotNone(value, "LastGPSPosition was not written for mapd")
+    return json.loads(value)
+
+  def test_writes_position_for_mapd(self):
+    self.send_location(log.LiveLocationKalman.Status.valid, True)
+    self.map_data.tick()
+
+    position = self.read_position()
+    self.assertAlmostEqual(position['latitude'], self.LATITUDE, delta=1e-6)
+    self.assertAlmostEqual(position['longitude'], self.LONGITUDE, delta=1e-6)
+    self.assertAlmostEqual(position['bearing'], self.BEARING, delta=1e-6)
+
+  def test_invalid_localizer_keeps_last_known_position(self):
+    self.send_location(log.LiveLocationKalman.Status.valid, True)
+    self.map_data.tick()
+
+    self.send_location(log.LiveLocationKalman.Status.uninitialized, False)
+    self.map_data.tick()
+
+    position = self.read_position()
+    self.assertAlmostEqual(position['latitude'], self.LATITUDE, delta=1e-6)
+    self.assertAlmostEqual(position['longitude'], self.LONGITUDE, delta=1e-6)

openpilot/sunnypilot/modeld_v2/laneful.py

@@ -0,0 +1,121 @@
+"""
+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 numpy as np
+
+from openpilot.common.filter_simple import FirstOrderFilter
+from openpilot.common.realtime import DT_MDL
+from openpilot.sunnypilot.modeld_v2.constants import ModelConstants
+
+LANE_WIDTH_DEFAULT = 3.6  # m (reseeded to model's lane width upon initialization)
+LANE_WIDTH_CLIP = (2.8, 4.5)  # m
+LOOKAHEAD_TIME = 1.5  # s
+MIN_LOOKAHEAD = 10.0  # m
+MIN_SPEED = 5.0  # m/s
+LINE_STD = (0.2, 0.6)
+POINT_STD = 0.1
+MAX_ERROR = 1.0
+YIELD = (0.2, 0.45)
+X_IDXS = np.array(ModelConstants.X_IDXS)
+
+
+class Laneful: # TODO-SP: Rename this to blendful or something similar because it is not pure laneful anymore.
+  def __init__(self):
+    self.lane_width = FirstOrderFilter(LANE_WIDTH_DEFAULT, 10.0, DT_MDL, initialized=False)
+    self.line_gone = FirstOrderFilter(np.zeros(2), 2.0, DT_MDL)
+    self.line_probs_slow = FirstOrderFilter(np.zeros(2), 3.0, DT_MDL)
+    self.line_probs = FirstOrderFilter(np.zeros(2), 0.5, DT_MDL)
+    self.usual_offset = FirstOrderFilter(0.0, 10.0, DT_MDL, initialized=False)
+    self.going_around = False
+    self.trust = 0.0
+    self.model_curvature = 0.0
+    self.curvature = 0.0
+
+  def update(self, model_output: dict[str, np.ndarray], v_ego: float, active: bool, model_curvature: float) -> float:
+    fading = not active or v_ego < MIN_SPEED
+    if fading:
+      self.trust = 0.0
+      self.usual_offset.initialized = False
+      self.lane_width.initialized = False
+      self.going_around = False
+    self.model_curvature = model_curvature
+    target = 0.0 if fading else self._target(model_output, v_ego, model_curvature)
+    releasing = not fading and (abs(target) < abs(self.curvature) or target * self.curvature < 0)
+    step = (2.0 if releasing else 0.5) / max(v_ego, 1.0) ** 2 * DT_MDL  # jerk over 1 second
+    self.curvature = float(np.clip(target, self.curvature - step, self.curvature + step))
+    return self.curvature
+
+  def _target(self, model_output: dict[str, np.ndarray], v_ego: float, model_curvature: float) -> float:
+    if v_ego < MIN_SPEED or 'lane_lines' not in model_output:
+      return 0.0
+
+    lookahead = max(v_ego * LOOKAHEAD_TIME, MIN_LOOKAHEAD)
+    lines = model_output['lane_lines'][0, :, :, 0]
+    stds = model_output['lane_lines_stds'][0, :, :, 0]
+
+    probs = self.line_probs.update(model_output['lane_lines_prob'][0, 1::2][1:3])
+    gone = self.line_gone.update((model_output['lane_lines_prob'][0, 1::2][1:3] < 0.3).astype(float))
+    dropping = bool(np.any(probs < 0.6 * self.line_probs_slow.update(model_output['lane_lines_prob'][0, 1::2][1:3])))
+    l_prob = float(probs[0] * np.interp(np.interp(0.5 * lookahead, X_IDXS, stds[1]), LINE_STD, [1.0, 0.0]))
+    r_prob = float(probs[1] * np.interp(np.interp(0.5 * lookahead, X_IDXS, stds[2]), LINE_STD, [1.0, 0.0]))
+    # one line steadily on its own still centers at half say conf. a line that is disappearing gives control back to laneless
+    if gone[1] > 0.8 and l_prob > 0.5:
+      lane_trust = l_prob / 2
+    elif gone[0] > 0.8 and r_prob > 0.5:
+      lane_trust = r_prob / 2
+    elif dropping:
+      lane_trust = min(l_prob, r_prob)
+    else:
+      lane_trust = l_prob + r_prob - l_prob * r_prob
+    if lane_trust <= 0.0:
+      self.trust = 0.0
+      return 0.0
+
+    win = (X_IDXS >= 0.5 * lookahead) & (X_IDXS <= 1.5 * lookahead)
+    x = X_IDXS[win]
+    half_width = self.lane_width.x / 2
+    if l_prob * r_prob > 0.5:
+      width = np.interp(lookahead, X_IDXS, lines[2]) - np.interp(lookahead, X_IDXS, lines[1])
+      self.lane_width.update(float(np.clip(width, *LANE_WIDTH_CLIP)))
+      half_width = np.clip(lines[2, win] - lines[1, win], *LANE_WIDTH_CLIP) / 2
+    l_var = stds[1, win] ** 2 / max(l_prob, 1e-4)
+    r_var = stds[2, win] ** 2 / max(r_prob, 1e-4)
+    center = (r_var * (lines[1, win] + half_width) + l_var * (lines[2, win] - half_width)) / (l_var + r_var)
+    weight = 1.0 / (l_var * r_var / (l_var + r_var) + POINT_STD ** 2)
+
+    # Fit curvature to place the plant in center: e ~ dk x^2 / 2
+    plan_x = np.interp(x, model_output['plan'][0, :, 0], model_output['plan'][0, :, 1])
+    plan_share = np.interp(abs(model_curvature) * lookahead ** 2 / 2, [0.5, 2.0], [0.3, 0.5]) # blending up to 50% plan with action during sharp curvature
+    error = np.clip(center - ((1 - plan_share) * model_curvature * x ** 2 / 2 + plan_share * plan_x), -1.0, 1.0)
+    dk = 2.0 * np.sum(weight * error * x ** 2) / np.sum(weight * x ** 4)
+
+    # A model planning to end up further from its usual spot in the lane than the plant is now is likely going around something
+    hw_now = np.clip(lines[2, 0] - lines[1, 0], *LANE_WIDTH_CLIP) / 2 if l_prob * r_prob > 0.5 else self.lane_width.x / 2
+    center_now = (l_prob * (lines[1, 0] + hw_now) + r_prob * (lines[2, 0] - hw_now)) / (l_prob + r_prob)
+    plan_y = np.interp(lookahead, model_output['plan'][0, :, 0], model_output['plan'][0, :, 1])
+    offset = plan_y - np.interp(lookahead, x, center)
+    if min(gone) > 0.5:  # both lines gone: turns, intersections, relearn ideal model position
+      self.usual_offset.initialized = False
+    usual = self.usual_offset.x if self.usual_offset.initialized else offset
+    swerve = abs(offset - usual) - 0.25 * abs(model_curvature) * lookahead ** 2 / 2
+    away = swerve - abs(-center_now - usual)
+    lane_curvature = 2.0 * np.polyfit(x, center, 2)[0]
+    inside_curve = abs(lane_curvature) * lookahead ** 2 / 2 > 0.1 and (offset - usual) * lane_curvature > 0
+    if inside_curve:
+      self.going_around = False
+    elif away > YIELD[0]:
+      self.going_around = True
+    elif swerve < YIELD[0] / 2:
+      self.going_around = False
+    self.usual_offset.update_alpha(20.0 if self.going_around else 10.0)
+    self.usual_offset.update(offset)
+    if inside_curve:
+      lane_trust *= np.interp(abs(offset) - abs(center_now) - 0.25 * abs(model_curvature) * lookahead ** 2 / 2, (0.5, 1.0), [1.0, 0.0])
+    else:
+      lane_trust *= np.interp(swerve, (YIELD[0] / 2, YIELD[0]), [1.0, 0.0]) if self.going_around else np.interp(away, YIELD, [1.0, 0.0])
+
+    self.trust = lane_trust if lane_trust < self.trust else self.trust + (lane_trust - self.trust) * DT_MDL / (1.5 + DT_MDL)
+    return float(self.trust * dk)

openpilot/sunnypilot/modeld_v2/modeld.py

@@ -7,6 +7,7 @@ See the LICENSE.md file in the root directory for more details.
 """
 
 from collections.abc import Callable
+from functools import partial
 import gc
 import os
 os.environ['GMMU'] = '0'
@@ -39,6 +40,7 @@ from openpilot.selfdrive.modeld.modeld import ChestnutGpuState
 
 from openpilot.sunnypilot.modeld_v2.fill_model_msg import fill_model_msg, fill_pose_msg, PublishState, get_curvature_from_output
 from openpilot.sunnypilot.modeld_v2.parse_model_outputs import Parser
+from openpilot.sunnypilot.modeld_v2.laneful import Laneful
 from openpilot.sunnypilot.modeld_v2.constants import ModelConstants, Plan
 from openpilot.sunnypilot.modeld_v2.meta_helper import load_meta_constants
 from openpilot.sunnypilot.modeld_v2.camera_offset_helper import CameraOffsetHelper
@@ -228,7 +230,8 @@ class ModelState(ModelStateBase):
     return outputs
 
   def get_action_from_model(self, model_output: dict[str, np.ndarray], prev_action: log.ModelDataV2.Action,
-                            lat_action_t: float, long_action_t: float, v_ego: float) -> log.ModelDataV2.Action:
+                            lat_action_t: float, long_action_t: float, v_ego: float,
+                            laneful: Callable[[float], float] | None = None) -> log.ModelDataV2.Action:
     if 'action' not in model_output:
       plan = model_output['plan'][0]
       desired_accel = get_accel_from_plan(plan[:, Plan.VELOCITY][:, 0], plan[:, Plan.ACCELERATION][:, 0], self.constants.T_IDXS,
@@ -240,6 +243,8 @@ class ModelState(ModelStateBase):
     else:
       desired_accel = model_output['action'][0, 1]
       desired_curvature = model_output['action'][0, 0] / (max(1.0, v_ego))**2
+    if laneful is not None:
+      desired_curvature += laneful(desired_curvature)
 
     stop = v_ego < 0.3 and desired_accel < 0.1
     desired_accel = smooth_value(desired_accel, prev_action.desiredAcceleration, self.LONG_SMOOTH_SECONDS)
@@ -366,6 +371,8 @@ def main(demo=False):
   DH = DesireHelper()
   meta_constants = load_meta_constants()
   RELC = RoadEdgeLaneChangeController()
+  laneful = Laneful()
+  laneful_enabled = False
 
   while True:
     # Keep receiving frames until we are at least 1 frame ahead of previous extra frame
@@ -409,6 +416,7 @@ def main(demo=False):
       model.lat_delay = get_lat_delay(params, sm["lateralDelay"].lateralDelay)
       model.PLANPLUS_CONTROL = params.get("PlanplusControl", return_default=True)
       camera_offset_helper.set_offset(params.get("CameraOffset", return_default=True))
+      laneful_enabled = params.get_bool("Laneful")
     lat_delay = model.lat_delay + model.LAT_SMOOTH_SECONDS
     if sm.updated["extrinsicsCalibration"] and sm.seen['narrowRoadCameraState'] and sm.seen['deviceState']:
       device_from_calib_euler = np.array(sm["extrinsicsCalibration"].rpyCalib, dtype=np.float32)
@@ -482,7 +490,9 @@ def main(demo=False):
 
       if not sm['carControl'].latActive:
         prev_action.desiredCurvature = sm['controlsState'].curvature
-      action = model.get_action_from_model(model_output, prev_action, lat_action_t, long_action_t, v_ego)
+      laneful_active = laneful_enabled and desire == log.Desire.none and DH.lane_change_state == log.LaneChangeState.off
+      action = model.get_action_from_model(model_output, prev_action, lat_action_t, long_action_t, v_ego,
+                                           partial(laneful.update, model_output, v_ego, laneful_active))
       prev_action = action
       fill_model_msg(drivingdata_send, modelv2_send, model_output, action,
                      publish_state, meta_main.frame_id, meta_extra.frame_id, frame_id,
@@ -499,6 +509,10 @@ def main(demo=False):
       modelv2_send.modelV2.meta.laneChangeDirection = DH.lane_change_direction
       mdv2sp_send.valid = modelv2_send.valid
       mdv2sp_send.modelDataV2SP.laneTurnDirection = DH.lane_turn_direction
+      mdv2sp_send.modelDataV2SP.lanefulCurvature = laneful.curvature
+      mdv2sp_send.modelDataV2SP.lanefulTrust = float(laneful.trust)
+      mdv2sp_send.modelDataV2SP.modelCurvature = float(laneful.model_curvature)
+      mdv2sp_send.modelDataV2SP.lanefulGoingAround = bool(laneful.going_around)
       drivingdata_send.drivingModelData.meta.laneChangeState = DH.lane_change_state
       drivingdata_send.drivingModelData.meta.laneChangeDirection = DH.lane_change_direction
 

openpilot/sunnypilot/selfdrive/controls/lib/smart_cruise_control/map_controller.py

@@ -9,7 +9,6 @@ from openpilot.common.params import Params
 from openpilot.common.realtime import DT_MDL
 from openpilot.selfdrive.car.cruise import V_CRUISE_UNSET
 from openpilot.sunnypilot import PARAMS_UPDATE_PERIOD
-from openpilot.sunnypilot.mapd import MAPD_AVAILABLE
 from openpilot.sunnypilot.navd.helpers import Coordinate
 from openpilot.sunnypilot.selfdrive.controls.lib.smart_cruise_control import MIN_V
 
@@ -76,7 +75,7 @@ class SmartCruiseControlMap:
   def __init__(self):
     self.params = Params()
     self.mem_params = Params("/dev/shm/params") if platform.system() != "Darwin" else self.params
-    self.enabled = MAPD_AVAILABLE and self.params.get_bool("SmartCruiseControlMap")
+    self.enabled = self.params.get_bool("SmartCruiseControlMap")
     self.long_enabled = False
     self.long_override = False
     self.is_enabled = False
@@ -102,7 +101,7 @@ class SmartCruiseControlMap:
 
   def update_params(self):
     if self.frame % int(PARAMS_UPDATE_PERIOD / DT_MDL) == 0:
-      self.enabled = MAPD_AVAILABLE and self.params.get_bool("SmartCruiseControlMap")
+      self.enabled = self.params.get_bool("SmartCruiseControlMap")
 
   def update_calculations(self, sm: messaging.SubMaster) -> None:
     gps = sm[self.gps_location_service]

openpilot/sunnypilot/selfdrive/controls/lib/smart_cruise_control/tests/test_map_controller.py

@@ -8,7 +8,7 @@ import json
 import math
 import platform
 from types import SimpleNamespace
-from unittest.mock import MagicMock, patch
+from unittest.mock import MagicMock
 
 from openpilot.cereal import custom
 from openpilot.common.params import Params
@@ -23,8 +23,6 @@ MapState = VisionState = custom.LongitudinalPlanSP.SmartCruiseControl.MapState
 class TestSmartCruiseControlMap(OpenpilotTestCase):
 
   def setup_method(self):
-    self.mapd_patch = patch("openpilot.sunnypilot.selfdrive.controls.lib.smart_cruise_control.map_controller.MAPD_AVAILABLE", True)
-    self.mapd_patch.start()
     self.params = Params()
     self.mem_params = Params("/dev/shm/params") if platform.system() != "Darwin" else self.params
     self.reset_params()
@@ -32,9 +30,6 @@ class TestSmartCruiseControlMap(OpenpilotTestCase):
     self.sm = MagicMock()
     self.sm.__getitem__.return_value = SimpleNamespace(latitude=0.0, longitude=0.0)
 
-  def teardown_method(self):
-    self.mapd_patch.stop()
-
   def reset_params(self):
     self.params.put_bool("SmartCruiseControlMap", True, block=True)
 
@@ -55,14 +50,6 @@ class TestSmartCruiseControlMap(OpenpilotTestCase):
     assert self.scc_m.state == VisionState.disabled
     assert not self.scc_m.is_active
 
-  def test_mapd_unavailable(self):
-    self.mapd_patch.stop()
-    self.scc_m = SmartCruiseControlMap()
-    for _ in range(int(10. / DT_MDL)):
-      self.scc_m.update(self.sm, True, False, 0., 0., 0.)
-    assert self.scc_m.state == VisionState.disabled
-    self.mapd_patch.start()
-
   def test_disabled(self):
     for _ in range(int(10. / DT_MDL)):
       self.scc_m.update(self.sm, False, False, 0., 0., 0.)

openpilot/sunnypilot/selfdrive/controls/lib/speed_limit/speed_limit_resolver.py

@@ -13,7 +13,6 @@ from openpilot.common.gps import get_gps_location_service
 from openpilot.common.params import Params
 from openpilot.common.realtime import DT_MDL
 from openpilot.sunnypilot import PARAMS_UPDATE_PERIOD, get_sanitize_int_param
-from openpilot.sunnypilot.mapd import MAPD_AVAILABLE
 from openpilot.sunnypilot.selfdrive.controls.lib.speed_limit import LIMIT_MAX_MAP_DATA_AGE, LIMIT_ADAPT_ACC
 from openpilot.sunnypilot.selfdrive.controls.lib.speed_limit.common import Policy, OffsetType
 
@@ -49,8 +48,6 @@ class SpeedLimitResolver:
       Policy.max().value,
       self.params
     )
-    if not MAPD_AVAILABLE:
-      self.policy = Policy.car_state_only
     self._policy_to_sources_map = {
       Policy.car_state_only: [SpeedLimitSource.car],
       Policy.map_data_only: [SpeedLimitSource.map],
@@ -94,7 +91,7 @@ class SpeedLimitResolver:
 
   def update_params(self):
     if self.frame % int(PARAMS_UPDATE_PERIOD / DT_MDL) == 0:
-      self.policy = self.params.get("SpeedLimitPolicy", return_default=True) if MAPD_AVAILABLE else Policy.car_state_only
+      self.policy = self.params.get("SpeedLimitPolicy", return_default=True)
       self.is_metric = self.params.get_bool("IsMetric")
       self.offset_type = self.params.get("SpeedLimitOffsetType", return_default=True)
       self.offset_value = self.params.get("SpeedLimitValueOffset", return_default=True)

openpilot/sunnypilot/sunnylink/capabilities.py

@@ -15,7 +15,6 @@ from opendbc.sunnypilot.car.tesla.values import TeslaFlagsSP
 from openpilot.common.params import Params
 from openpilot.common.swaglog import cloudlog
 from openpilot.common.hardware import HARDWARE
-from openpilot.sunnypilot.mapd import MAPD_AVAILABLE
 
 
 # Wire-protocol version for the capabilities payload. Bump on breaking changes
@@ -44,7 +43,6 @@ CAPABILITY_FIELDS = (
   "device_type",
   "subaru_has_sng",
   "hyundai_alpha_long_available",
-  "mapd_available",
 )
 
 CAPABILITY_LABELS: dict[str, str] = {
@@ -67,7 +65,6 @@ CAPABILITY_LABELS: dict[str, str] = {
   "device_type": "Device type",
   "subaru_has_sng": "Subaru Stop-and-Go available",
   "hyundai_alpha_long_available": "Hyundai Alpha Longitudinal available",
-  "mapd_available": "Map data available",
 }
 
 # Explicit defaults for non-boolean capability fields
@@ -135,7 +132,6 @@ def generate_capabilities(params: Params | None = None) -> dict:
   caps["is_sp_release"] = params.get_bool("IsReleaseSpBranch")
   caps["is_development"] = params.get_bool("IsDevelopmentBranch")
   caps["stock_longitudinal"] = params.get_bool("ToyotaEnforceStockLongitudinal")
-  caps["mapd_available"] = MAPD_AVAILABLE
 
   bundle = params.get("CarPlatformBundle")
   bundle_brand = _bundle_field(bundle, "brand")

openpilot/sunnypilot/sunnylink/docs/README.md

@@ -156,7 +156,7 @@ The tables below describe the **compiled** `settings_ui.json` schema — what th
 
 **Enablement rules**: Grayed out (disabled) when rules fail. Frontend shows a contextual badge explaining why.
 
-**Capability fields** (referenced in rules): `has_longitudinal_control`, `has_icbm`, `icbm_available`, `torque_allowed`, `brand`, `pcm_cruise`, `alpha_long_available`, `steer_control_type`, `has_bsm`, `is_release`, `is_sp_release`, `is_development`, `tesla_has_vehicle_bus`, `has_stop_and_go`, `stock_longitudinal`, `mapd_available`
+**Capability fields** (referenced in rules): `has_longitudinal_control`, `has_icbm`, `icbm_available`, `torque_allowed`, `brand`, `pcm_cruise`, `alpha_long_available`, `steer_control_type`, `has_bsm`, `is_release`, `is_sp_release`, `is_development`, `tesla_has_vehicle_bus`, `has_stop_and_go`, `stock_longitudinal`
 
 ---
 

openpilot/sunnypilot/sunnylink/settings_ui.json

@@ -857,47 +857,19 @@
                     },
                     {
                       "value": 1,
-                      "label": "Map Data Only",
-                      "enablement": [
-                        {
-                          "type": "capability",
-                          "field": "mapd_available",
-                          "equals": true
-                        }
-                      ]
+                      "label": "Map Data Only"
                     },
                     {
                       "value": 2,
-                      "label": "Car State Priority",
-                      "enablement": [
-                        {
-                          "type": "capability",
-                          "field": "mapd_available",
-                          "equals": true
-                        }
-                      ]
+                      "label": "Car State Priority"
                     },
                     {
                       "value": 3,
-                      "label": "Map Data Priority",
-                      "enablement": [
-                        {
-                          "type": "capability",
-                          "field": "mapd_available",
-                          "equals": true
-                        }
-                      ]
+                      "label": "Map Data Priority"
                     },
                     {
                       "value": 4,
-                      "label": "Combined",
-                      "enablement": [
-                        {
-                          "type": "capability",
-                          "field": "mapd_available",
-                          "equals": true
-                        }
-                      ]
+                      "label": "Combined"
                     }
                   ]
                 },
@@ -1029,11 +1001,6 @@
                 }
               ],
               "enablement": [
-                {
-                  "type": "capability",
-                  "field": "mapd_available",
-                  "equals": true
-                },
                 {
                   "type": "any",
                   "conditions": [

openpilot/sunnypilot/sunnylink/settings_ui_src/pages/cruise.yaml

@@ -167,28 +167,12 @@ sections:
         label: Car State Only
       - value: 1
         label: Map Data Only
-        enablement:
-        - type: capability
-          field: mapd_available
-          equals: true
       - value: 2
         label: Car State Priority
-        enablement:
-        - type: capability
-          field: mapd_available
-          equals: true
       - value: 3
         label: Map Data Priority
-        enablement:
-        - type: capability
-          field: mapd_available
-          equals: true
       - value: 4
         label: Combined
-        enablement:
-        - type: capability
-          field: mapd_available
-          equals: true
     - key: SpeedLimitOffsetType
       widget: multiple_button
       title: Speed Limit Offset Type
@@ -262,9 +246,6 @@ sections:
         field: has_icbm
         equals: true
     enablement:
-    - type: capability
-      field: mapd_available
-      equals: true
     - type: any
       conditions:
       - type: capability