VoxPoserApiExamples/Sim/value_maps/sim_get_avoidance_map_prompt.py

import numpy as np
from perception_utils import parse_query_obj
from plan_utils import get_empty_avoidance_map, set_voxel_by_radius, cm2index

# Query: 11cm from the blue block.
avoidance_map = get_empty_avoidance_map()
blue_block = parse_query_obj('blue block')
set_voxel_by_radius(avoidance_map, blue_block.position, radius_cm=11, value=1)
ret_val = avoidance_map

# Query: 7cm near the pink block.
avoidance_map = get_empty_avoidance_map()
pink_block = parse_query_obj('pink block')
set_voxel_by_radius(avoidance_map, pink_block.position, radius_cm=7, value=1)
ret_val = avoidance_map

# Query: 13cm around the brown block and 5cm around the green block.
avoidance_map = get_empty_avoidance_map()
brown_block = parse_query_obj('brown block')
set_voxel_by_radius(avoidance_map, brown_block.position, radius_cm=13, value=1)
green_block = parse_query_obj('green block')
set_voxel_by_radius(avoidance_map, green_block.position, radius_cm=5, value=1)
ret_val = avoidance_map

# Query: the blue line.
blue_line = parse_query_obj('blue_line')
avoidance_map = blue_line.occupancy_map
ret_val = avoidance_map

# Query: anywhere on the front side of the blue block.
avoidance_map = get_empty_avoidance_map()
blue_block = parse_query_obj('blue block')
center_x, center_y, center_z = blue_block.position
# front side so x > center_x
avoidance_map[center_x:, :, :] = 1
ret_val = avoidance_map

# Query: anywhere on the left of the green block.
avoidance_map = get_empty_avoidance_map()
green_block = parse_query_obj('green block')
center_x, center_y, center_z = green_block.position
# left side so y < center_y
avoidance_map[:, :center_y, :] = 1
ret_val = avoidance_map

# Query: anywhere behind the pink block.
avoidance_map = get_empty_avoidance_map()
pink_block = parse_query_obj('pink block')
center_x, center_y, center_z = pink_block.position
# behind so x < center_x
avoidance_map[:center_x, :, :] = 1
ret_val = avoidance_map

# Query: anywhere above the brown block.
avoidance_map = get_empty_avoidance_map()
brown_block = parse_query_obj('brown block')
center_x, center_y, center_z = brown_block.position
# above so z > center_z
avoidance_map[:, :, center_z:] = 1
ret_val = avoidance_map