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IQ.Pilot/iqpilot/selfdrive/iqmodeld/config.py
2026-09-02 15:07:09 -05:00

134 lines
3.5 KiB
Python

"""
Copyright © IQ.Lvbs, apart of Project Teal Lvbs, All Rights Reserved, licensed under https://konn3kt.com/tos/
"""
from __future__ import annotations
import numpy as np
def index_function(index: int, max_val: float = 192, max_idx: int = 32) -> float:
return max_val * ((index / max_idx) ** 2)
def _quadratic_series(limit: float, steps: int) -> list[float]:
return [index_function(index, max_val=limit, max_idx=steps - 1) for index in range(steps)]
def _probability_window(*values: float) -> np.ndarray:
return np.asarray(values, dtype=np.float32)
def _field_group(start: int, stop: int, stride: int) -> slice:
return slice(start, stop, stride)
_IDX_COUNT = 33
_T_AXIS = _quadratic_series(10.0, _IDX_COUNT)
_X_AXIS = _quadratic_series(192.0, _IDX_COUNT)
class ModelConstants:
IDX_N = _IDX_COUNT
T_IDXS = _T_AXIS
X_IDXS = _X_AXIS
LEAD_T_IDXS = [0.0, 2.0, 4.0, 6.0, 8.0, 10.0]
LEAD_T_OFFSETS = [0.0, 2.0, 4.0]
META_T_IDXS = [2.0, 4.0, 6.0, 8.0, 10.0]
MODEL_FREQ = 20
FEATURE_LEN = 512
FULL_HISTORY_BUFFER_LEN = 99
HISTORY_BUFFER_LEN = FULL_HISTORY_BUFFER_LEN
DESIRE_LEN = 8
TRAFFIC_CONVENTION_LEN = 2
NAV_FEATURE_LEN = 256
NAV_INSTRUCTION_LEN = 150
LAT_PLANNER_STATE_LEN = 4
LATERAL_CONTROL_PARAMS_LEN = 2
PREV_DESIRED_CURV_LEN = 1
FCW_THRESHOLDS_5MS2 = _probability_window(0.05, 0.05, 0.15, 0.15, 0.15)
FCW_THRESHOLDS_3MS2 = _probability_window(0.7, 0.7)
FCW_5MS2_PROBS_WIDTH = 5
FCW_3MS2_PROBS_WIDTH = 2
DISENGAGE_WIDTH = 5
POSE_WIDTH = 6
WIDE_FROM_DEVICE_WIDTH = 3
SIM_POSE_WIDTH = 6
LEAD_WIDTH = 4
LANE_LINES_WIDTH = 2
ROAD_EDGES_WIDTH = 2
PLAN_WIDTH = 15
DESIRE_PRED_WIDTH = 8
LAT_PLANNER_SOLUTION_WIDTH = 4
DESIRED_CURV_WIDTH = 1
NUM_LANE_LINES = 4
NUM_ROAD_EDGES = 2
LEAD_TRAJ_LEN = 6
DESIRE_PRED_LEN = 4
PLAN_MHP_N = 5
LEAD_MHP_N = 2
PLAN_MHP_SELECTION = 1
LEAD_MHP_SELECTION = 3
FCW_THRESHOLD_5MS2_HIGH = 0.15
FCW_THRESHOLD_5MS2_LOW = 0.05
FCW_THRESHOLD_3MS2 = 0.7
CONFIDENCE_BUFFER_LEN = 5
RYG_GREEN = 0.01165
RYG_YELLOW = 0.06157
POLY_PATH_DEGREE = 4
class Plan:
POSITION = slice(0, 3)
VELOCITY = slice(3, 6)
ACCELERATION = slice(6, 9)
T_FROM_CURRENT_EULER = slice(9, 12)
ORIENTATION_RATE = slice(12, 15)
class Meta:
ENGAGED = _field_group(0, 1, 1)
GAS_DISENGAGE = _field_group(1, 31, 6)
BRAKE_DISENGAGE = _field_group(2, 31, 6)
STEER_OVERRIDE = _field_group(3, 31, 6)
HARD_BRAKE_3 = _field_group(4, 31, 6)
HARD_BRAKE_4 = _field_group(5, 31, 6)
HARD_BRAKE_5 = _field_group(6, 31, 6)
GAS_PRESS = _field_group(31, 55, 4)
BRAKE_PRESS = _field_group(32, 55, 4)
LEFT_BLINKER = _field_group(33, 55, 4)
RIGHT_BLINKER = _field_group(34, 55, 4)
class MetaTombRaider:
ENGAGED = _field_group(0, 1, 1)
GAS_DISENGAGE = _field_group(1, 41, 8)
BRAKE_DISENGAGE = _field_group(2, 41, 8)
STEER_OVERRIDE = _field_group(3, 41, 8)
HARD_BRAKE_3 = _field_group(4, 41, 8)
HARD_BRAKE_4 = _field_group(5, 41, 8)
HARD_BRAKE_5 = _field_group(6, 41, 8)
GAS_PRESS = _field_group(7, 41, 8)
BRAKE_PRESS = _field_group(8, 41, 8)
LEFT_BLINKER = _field_group(41, 53, 2)
RIGHT_BLINKER = _field_group(42, 53, 2)
class MetaSimPose:
ENGAGED = _field_group(0, 1, 1)
GAS_DISENGAGE = _field_group(1, 36, 7)
BRAKE_DISENGAGE = _field_group(2, 36, 7)
STEER_OVERRIDE = _field_group(3, 36, 7)
HARD_BRAKE_3 = _field_group(4, 36, 7)
HARD_BRAKE_4 = _field_group(5, 36, 7)
HARD_BRAKE_5 = _field_group(6, 36, 7)
GAS_PRESS = _field_group(7, 36, 7)
LEFT_BLINKER = _field_group(36, 48, 2)
RIGHT_BLINKER = _field_group(37, 48, 2)