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Uni-Lab-OS/unilabos/layout_optimizer/mock_checkers.py

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"""Mock 检测器:无 ROS 依赖的简化碰撞与可达性检测。
碰撞检测基于 OBB SATO(n²) 两两比较)。
可达性检测基于最大臂展半径的欧几里得距离判断。
集成阶段由 ros_checkers.py 中的 MoveItCollisionChecker / IKFastReachabilityChecker 替代。
"""
from __future__ import annotations
import math
from .obb import obb_corners, obb_overlap
class MockCollisionChecker:
"""基于 OBB SAT 的碰撞检测。
输入格式与 CollisionChecker Protocol 一致:
placements: [{"id": str, "bbox": (w, d), "pos": (x, y, θ)}, ...]
"""
def check(self, placements: list[dict]) -> list[tuple[str, str]]:
"""返回所有碰撞的设备对。"""
collisions: list[tuple[str, str]] = []
n = len(placements)
for i in range(n):
for j in range(i + 1, n):
a, b = placements[i], placements[j]
corners_a = obb_corners(
a["pos"][0], a["pos"][1],
a["bbox"][0], a["bbox"][1],
a["pos"][2] if len(a["pos"]) > 2 else 0.0,
)
corners_b = obb_corners(
b["pos"][0], b["pos"][1],
b["bbox"][0], b["bbox"][1],
b["pos"][2] if len(b["pos"]) > 2 else 0.0,
)
if obb_overlap(corners_a, corners_b):
collisions.append((a["id"], b["id"]))
return collisions
def check_bounds(
self, placements: list[dict], lab_width: float, lab_depth: float
) -> list[str]:
"""返回超出实验室边界的设备 ID 列表。"""
out_of_bounds: list[str] = []
for p in placements:
hw, hd = self._rotated_half_extents(p)
x, y = p["pos"][:2]
if x - hw < 0 or x + hw > lab_width or y - hd < 0 or y + hd > lab_depth:
out_of_bounds.append(p["id"])
return out_of_bounds
@staticmethod
def _rotated_half_extents(p: dict) -> tuple[float, float]:
"""计算旋转后 AABB 的半宽和半深。"""
w, d = p["bbox"]
theta = p["pos"][2] if len(p["pos"]) > 2 else 0.0
cos_t = abs(math.cos(theta))
sin_t = abs(math.sin(theta))
half_w = (w * cos_t + d * sin_t) / 2
half_d = (w * sin_t + d * cos_t) / 2
return half_w, half_d
class MockReachabilityChecker:
"""基于最大臂展半径的简化可达性判断。
内置常见 Elite CS 系列机械臂的臂展参数。
自定义臂展可通过构造参数传入。
"""
# 默认臂展参数(单位:米)
DEFAULT_ARM_REACH: dict[str, float] = {
"elite_cs63": 0.624,
"elite_cs66": 0.914,
"elite_cs612": 1.304,
"elite_cs620": 1.800,
"arm_slider": 0.3, # 线性导轨臂1.07 body 2.14m × 0.35mreach ≈ half length
}
# 未知型号回退臂展realistic default for lab-scale arms
DEFAULT_FALLBACK_REACH: float = 0.4
def __init__(self, arm_reach: dict[str, float] | None = None):
self.arm_reach = {**self.DEFAULT_ARM_REACH, **(arm_reach or {})}
def is_reachable(self, arm_id: str, arm_pose: dict, target: dict) -> bool:
"""判断目标点是否在机械臂最大臂展半径内。
Uses OBB edge-to-edge distance when available (passed as _obb_dist),
otherwise falls back to center-to-center Euclidean distance.
Args:
arm_id: 机械臂型号 ID用于查臂展
arm_pose: {"x": float, "y": float, "theta": float}
target: {"x": float, "y": float, "z": float, "_obb_dist": float (optional)}
Returns:
True 如果目标在臂展半径内
"""
max_reach = self.arm_reach.get(arm_id, self.DEFAULT_FALLBACK_REACH)
if "_obb_dist" in target:
return target["_obb_dist"] <= max_reach
dx = target["x"] - arm_pose["x"]
dy = target["y"] - arm_pose["y"]
dist_sq = dx**2 + dy**2
return dist_sq <= max_reach**2