116 lines
3.9 KiB
Python
116 lines
3.9 KiB
Python
import numpy as np
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# =============================== relationships to build the graph ===============================
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def rotate_vec2d(vec, degrees):
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"""
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rotate a vector anti-clockwise
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:param vec:
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:param degrees:
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:return:
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"""
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theta = np.radians(degrees)
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c, s = np.cos(theta), np.sin(theta)
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R = np.array(((c, -s), (s, c)))
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return R@vec
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# ---------- Remote Directional Relations --------------------------------------------------------
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def is_front(obj1, obj2, direction_vec)->bool:
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diff = obj2.pos - obj1.pos
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return diff@direction_vec > 0.1
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def is_back(obj1, obj2, direction_vec)->bool:
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diff = obj2.pos - obj1.pos
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return diff@direction_vec < -0.1
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def is_left(obj1, obj2, direction_vec)->bool:
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left_vec = rotate_vec2d(direction_vec, -90)
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diff = obj2.pos - obj1.pos
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return diff@left_vec > 0.1
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def is_right(obj1, obj2, direction_vec)->bool:
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left_vec = rotate_vec2d(direction_vec, 90)
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diff = obj2.pos - obj1.pos
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return diff@left_vec > 0.1
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# ---------- Alignment and Adjacency Relations ---------------------------------------------------
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def is_close(obj1, obj2, direction_vec=None)->bool:
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# indicate whether two objects are adjacent to each other,
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# which, unlike local directional relations, carry no directional information
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distance = np.abs(obj1.pos - obj2.pos)
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return np.sum(distance)==20
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def is_aligned(obj1, obj2, direction_vec=None)->bool:
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# indicate if two entities are on the same horizontal or vertical line
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diff = obj2.pos - obj1.pos
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return np.any(diff==0)
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# ---------- Local Directional Relations ---------------------------------------------------------
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def is_top_adj(obj1, obj2, direction_vec=None)->bool:
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return obj1.x==obj2.x and obj1.y==obj2.y+20
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def is_left_adj(obj1, obj2, direction_vec=None)->bool:
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return obj1.y==obj2.y and obj1.x==obj2.x-20
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def is_top_left_adj(obj1, obj2, direction_vec=None)->bool:
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return obj1.y==obj2.y+20 and obj1.x==obj2.x-20
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def is_top_right_adj(obj1, obj2, direction_vec=None)->bool:
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return obj1.y==obj2.y+20 and obj1.x==obj2.x+20
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def is_down_adj(obj1, obj2, direction_vec=None)->bool:
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return is_top_adj(obj2, obj1)
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def is_right_adj(obj1, obj2, direction_vec=None)->bool:
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return is_left_adj(obj2, obj1)
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def is_down_right_adj(obj1, obj2, direction_vec=None)->bool:
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return is_top_left_adj(obj2, obj1)
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def is_down_left_adj(obj1, obj2, direction_vec=None)->bool:
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return is_top_right_adj(obj2, obj1)
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# ---------- More Remote Directional Relations (not used) ----------------------------------------
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def top_left(obj1, obj2, direction_vec)->bool:
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return (obj1.x-obj2.x) <= (obj1.y-obj2.y)
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def top_right(obj1, obj2, direction_vec)->bool:
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return -(obj1.x-obj2.x) <= (obj1.y-obj2.y)
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def down_left(obj1, obj2, direction_vec)->bool:
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return top_right(obj2, obj1, direction_vec)
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def down_right(obj1, obj2, direction_vec)->bool:
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return top_left(obj2, obj1, direction_vec)
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def fan_top(obj1, obj2, direction_vec)->bool:
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top_left = (obj1.x-obj2.x) <= (obj1.y-obj2.y)
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top_right = -(obj1.x-obj2.x) <= (obj1.y-obj2.y)
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return top_left and top_right
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def fan_down(obj1, obj2, direction_vec)->bool:
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return fan_top(obj2, obj1, direction_vec)
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def fan_right(obj1, obj2, direction_vec)->bool:
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down_left = (obj1.x-obj2.x) >= (obj1.y-obj2.y)
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top_right = -(obj1.x-obj2.x) <= (obj1.y-obj2.y)
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return down_left and top_right
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def fan_left(obj1, obj2, direction_vec)->bool:
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return fan_right(obj2, obj1, direction_vec)
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# ---------- Ad-hoc Relations --------------------------------------------------------------------
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def needs(obj1, obj2, direction_vec=None)->bool:
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return np.argmax(obj1.type) == 0 and np.argmax(obj2.type) == 3
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def opens(obj1, obj2, direction_vec=None)->bool:
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return np.argmax(obj1.type) == 3 and np.argmax(obj2.type) == 8
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def collects(obj1, obj2, direction_vec=None)->bool:
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return np.argmax(obj1.type) == 0 and np.argmax(obj2.type) == 6 |