import numpy as np

test_points = np.array([[1.501464844, 2.998535156, 1.498535156, 0, 0, 0, 0, 0, 0.9985351562],
                        [1.501464844, 2.998535156, 1.498535156, 1, 0, 0, 0, 0, 1.998535156],
                        [1.501464844, 2.998535156, 1.498535156, 0, 1, 0, 0, 0, 1.998535156],
                        [1.501464844, 2.998535156, 1.498535156, 1, 1, 0, 0, 0, 2.998535156],
                        [1.501464844, 2.998535156, 1.498535156, 0, 0, 1, 0, 0, 1.998535156],
                        [1.501464844, 2.998535156, 1.498535156, 1, 0, 1, 0, 0, 2.998535156],
                        [1.501464844, 2.998535156, 1.498535156, 0, 1, 1, 0, 0, 2.998535156],
                        [1.501464844, 2.998535156, 1.498535156, 1, 1, 1, 0, 0, 3.998535156],
                        [1.501464844, 2.998535156, 1.498535156, 0, 0, 0, 1, 0, 0.9985351562],
                        [1.501464844, 2.998535156, 1.498535156, 1, 0, 0, 1, 0, 1.998535156],
                        [1.501464844, 2.998535156, 1.498535156, 0, 1, 0, 1, 0, 1.998535156],
                        [1.501464844, 2.998535156, 1.498535156, 1, 1, 0, 1, 0, 2.998535156],
                        [1.501464844, 2.998535156, 1.498535156, 0, 0, 1, 1, 0, 1.998535156],
                        [1.501464844, 2.998535156, 1.498535156, 1, 0, 1, 1, 0, 2.998535156],
                        [1.501464844, 2.998535156, 1.498535156, 0, 1, 1, 1, 0, 2.998535156],
                        [1.501464844, 2.998535156, 1.498535156, 1, 1, 1, 1, 0, 3.998535156],
                        [2.998535156, 1.498535156, 1.501464844, 0, 0, 0, 1, 0, 0.9985351562],
                        [0.00146484375, 1.501464844, 1.501464844, 0, 0, 0, 1, 0, -1.995605469],
                        [0.00146484375, 1.501464844, 1.501464844, 0, 0, 0, 1, 1, -0.9912045002],
                        [0.00146484375, 1.501464844, 1.501464844, 0, 0, 0, 1, 2, -1.198535156],
                        [0.00146484375, 1.501464844, 1.501464844, 0, 0, 0, 1, 3, -0.2985351563],
                        [0.00146484375, 1.501464844, 1.501464844, 0, 0, 0, 1, 4, -0.9985351562],
                        [0.00146484375, 1.501464844, 1.501464844, 0, 0, 0, 1, 5, -0.1985351562],
                        [0.00146484375, 1.501464844, 1.501464844, 0, 0, 0, 1, 6, 0.614396677],
                        [0.00146484375, 2.998535156, 1.498535156, 0, 0, 0, 1, 0, -0.5014648438],
                        [0.00146484375, 2.998535156, 1.498535156, 0, 0, 0, 1, 1, 5.736822844],
                        [0.00146484375, 0.00146484375, 1.501464844, 0, 0, 0, 1, 0, -3.495605469],
                        [0.00146484375, 0.00146484375, 1.501464844, 0, 0, 0, 1, 1, -3.245599031],
                        [0.00146484375, 0.00146484375, 1.501464844, 0, 0, 0, 1, 2, -1.198535156],
                        [0.00146484375, 0.00146484375, 1.501464844, 0, 0, 0, 1, 3, -1.798535156],
                        [0.00146484375, 0.00146484375, 1.501464844, 0, 0, 0, 1, 4, -0.9985351562],
                        [0.00146484375, 0.00146484375, 1.501464844, 0, 0, 0, 1, 5, -0.1985351562],
                        [0.00146484375, 0.00146484375, 1.501464844, 0, 0, 0, 1, 6, -1.639997854],
                        [0.00146484375, 0.00146484375, 1.501464844, 0, 0, 0, 1, 7, -1.995603323],
                        [0.00146484375, 0.00146484375, 1.501464844, 0, 0, 0, 1, 8, -2.385603323],
                        [0.00146484375, 0.00146484375, 1.501464844, 0, 0, 0, 1, 9, 12.54367566],
                        [1.498535156, 0.7514648438, 2.248535156, 0, 0, 0, 1, 0, -0.5014648438],
                        [1.498535156, 0.7514648438, 2.248535156, 0, 0, 0, 1, 1, 2.366217375],
                        [0.7485351562, 1.498535156, 0.7514648438, 0, 0, 0, 1, 0, -2.001464844],
                        [0.7485351562, 1.498535156, 0.7514648438, 0, 0, 0, 1, 1, -2.129388094],
                        [0.7485351562, 1.498535156, 0.7514648438, 0, 0, 0, 1, 2, -0.4514648437],
                        [0.7485351562, 1.498535156, 0.7514648438, 0, 0, 0, 1, 3, -0.3014648438],
                        [0.7485351562, 1.498535156, 0.7514648438, 0, 0, 0, 1, 4, -1.748535156],
                        [0.7485351562, 1.498535156, 0.7514648438, 0, 0, 0, 1, 5, 0.5485351563],
                        [0.7514648438, 0.7485351562, 1.498535156, 0, 0, 0, 1, 0, -2.001464844],
                        [0.7514648438, 0.7485351562, 1.498535156, 0, 0, 0, 1, 1, -2.129388094],
                        [0.7514648438, 0.7485351562, 1.498535156, 0, 0, 0, 1, 2, -0.4485351562],
                        [0.7514648438, 0.7485351562, 1.498535156, 0, 0, 0, 1, 3, -1.051464844],
                        [0.7514648438, 0.7485351562, 1.498535156, 0, 0, 0, 1, 4, -1.001464844],
                        [0.7514648438, 0.7485351562, 1.498535156, 0, 0, 0, 1, 5, 0.5514648438],
                        [0.7514648438, 0.00146484375, 2.251464844, 0, 0, 0, 1, 0, -1.995605469],
                        [0.7514648438, 0.00146484375, 2.251464844, 0, 0, 0, 1, 1, 0.1337954998],
                        [0.00146484375, 0.00146484375, 2.251464844, 0, 0, 0, 1, 0, -2.745605469],
                        [0.00146484375, 0.00146484375, 2.251464844, 0, 0, 0, 1, 1, -0.4309017658],
                        [0.00146484375, 0.00146484375, 2.251464844, 0, 0, 0, 1, 2, -1.198535156],
                        [0.00146484375, 0.00146484375, 2.251464844, 0, 0, 0, 1, 3, -1.798535156],
                        [0.00146484375, 0.00146484375, 2.251464844, 0, 0, 0, 1, 4, -0.2485351562],
                        [0.00146484375, 0.00146484375, 2.251464844, 0, 0, 0, 1, 5, -0.1985351562],
                        [0.00146484375, 0.00146484375, 2.251464844, 0, 0, 0, 1, 6, -1.639997854],
                        [0.00146484375, 0.00146484375, 2.251464844, 0, 0, 0, 1, 7, 0.8190939426],
                        [0.7485351562, 0.00146484375, 1.498535156, 0, 0, 0, 1, 0, -2.751464844],
                        [0.7485351562, 0.00146484375, 1.498535156, 0, 0, 0, 1, 1, -2.69408536],
                        [0.7485351562, 0.00146484375, 1.498535156, 0, 0, 0, 1, 2, -0.4514648437],
                        [0.7485351562, 0.00146484375, 1.498535156, 0, 0, 0, 1, 3, -1.798535156],
                        [0.7485351562, 0.00146484375, 1.498535156, 0, 0, 0, 1, 4, -1.001464844],
                        [0.7485351562, 0.00146484375, 1.498535156, 0, 0, 0, 1, 5, 0.5485351563],
                        [0.3735351562, 0.7485351562, 1.876464844, 0, 0, 0, 1, 0, -2.001464844],
                        [0.3735351562, 0.7485351562, 1.876464844, 0, 0, 0, 1, 1, -1.279046297],
                        [0.3735351562, 0.7485351562, 1.876464844, 0, 0, 0, 1, 2, -0.8264648437],
                        [0.3735351562, 0.7485351562, 1.876464844, 0, 0, 0, 1, 3, -1.051464844],
                        [0.3735351562, 0.7485351562, 1.876464844, 0, 0, 0, 1, 4, -0.6235351562],
                        [0.3735351562, 0.7485351562, 1.876464844, 0, 0, 0, 1, 5, 0.1735351563],
                        [0.3735351562, 0.7485351562, 1.126464844, 0, 0, 0, 1, 0, -2.751464844],
                        [0.3735351562, 0.7485351562, 1.126464844, 0, 0, 0, 1, 1, -3.531243563],
                        [0.3735351562, 0.7485351562, 1.126464844, 0, 0, 0, 1, 2, -0.8264648437],
                        [0.3735351562, 0.7485351562, 1.126464844, 0, 0, 0, 1, 3, -1.051464844],
                        [0.3735351562, 0.7485351562, 1.126464844, 0, 0, 0, 1, 4, -1.373535156],
                        [0.3735351562, 0.7485351562, 1.126464844, 0, 0, 0, 1, 5, 0.1735351563],
                        [0.3764648438, 0.3764648438, 1.501464844, 0, 0, 0, 1, 0, -2.745605469],
                        [0.3764648438, 0.3764648438, 1.501464844, 0, 0, 0, 1, 1, -2.962151766],
                        [0.3764648438, 0.3764648438, 1.501464844, 0, 0, 0, 1, 2, -0.8235351562],
                        [0.3764648438, 0.3764648438, 1.501464844, 0, 0, 0, 1, 3, -1.423535156],
                        [0.3764648438, 0.3764648438, 1.501464844, 0, 0, 0, 1, 4, -0.9985351562],
                        [0.3764648438, 0.3764648438, 1.501464844, 0, 0, 0, 1, 5, 0.1764648438],
                        [0.00146484375, 0.3735351562, 1.123535156, 0, 0, 0, 1, 0, -3.501464844],
                        [0.00146484375, 0.3735351562, 1.123535156, 0, 0, 0, 1, 1, -4.098138094],
                        [0.00146484375, 0.3735351562, 1.123535156, 0, 0, 0, 1, 2, -1.198535156],
                        [0.00146484375, 0.3735351562, 1.123535156, 0, 0, 0, 1, 3, -1.426464844],
                        [0.00146484375, 0.3735351562, 1.123535156, 0, 0, 0, 1, 4, -1.376464844],
                        [0.00146484375, 0.3735351562, 1.123535156, 0, 0, 0, 1, 5, -0.1985351562],
                        [0.00146484375, 0.3735351562, 1.123535156, 0, 0, 0, 1, 6, -1.500471487],
                        [0.00146484375, 0.3735351562, 1.123535156, 0, 0, 0, 1, 7, -2.987668753],
                        [0.00146484375, 0.3735351562, 1.123535156, 0, 0, 0, 1, 8, -3.377668753],
                        [0.00146484375, 0.3735351562, 1.123535156, 0, 0, 0, 1, 9, 12.47043348],
                        [0.00146484375, 0.7485351562, 1.123535156, 0, 0, 0, 1, 0, -3.126464844],
                        [0.00146484375, 0.7485351562, 1.123535156, 0, 0, 0, 1, 1, -3.677361727],
                        [0.00146484375, 0.7485351562, 1.123535156, 0, 0, 0, 1, 2, -1.198535156],
                        [0.00146484375, 0.7485351562, 1.123535156, 0, 0, 0, 1, 3, -1.051464844],
                        [0.00146484375, 0.7485351562, 1.123535156, 0, 0, 0, 1, 4, -1.376464844],
                        [0.00146484375, 0.7485351562, 1.123535156, 0, 0, 0, 1, 5, -0.1985351562],
                        [0.00146484375, 0.7485351562, 1.123535156, 0, 0, 0, 1, 6, -1.07969512],
                        [0.00146484375, 0.7485351562, 1.123535156, 0, 0, 0, 1, 7, -2.987668753],
                        [0.00146484375, 0.7485351562, 1.123535156, 0, 0, 0, 1, 8, -3.377668753],
                        [0.00146484375, 0.7485351562, 1.123535156, 0, 0, 0, 1, 9, 11.39120984],
                        [0.7514648438, 0.7514648438, 0.00146484375, 0, 0, 0, 1, 0, -3.495605469],
                        [0.7514648438, 0.7514648438, 0.00146484375, 0, 0, 0, 1, 1, -4.370599031],
                        [0.7514648438, 0.7514648438, 0.00146484375, 0, 0, 0, 1, 2, -0.4485351562],
                        [0.7514648438, 0.7514648438, 0.00146484375, 0, 0, 0, 1, 3, -1.048535156],
                        [0.7514648438, 0.7514648438, 0.00146484375, 0, 0, 0, 1, 4, -2.498535156],
                        [0.7514648438, 0.7514648438, 0.00146484375, 0, 0, 0, 1, 5, 0.5514648438],
                        [0.1860351562, 0.3764648438, 1.311035156, 0, 0, 0, 1, 0, -3.126464844],
                        [0.1860351562, 0.3764648438, 1.311035156, 0, 0, 0, 1, 1, -3.604851961],
                        [0.1860351562, 0.3764648438, 1.311035156, 0, 0, 0, 1, 2, -1.013964844],
                        [0.1860351562, 0.3764648438, 1.311035156, 0, 0, 0, 1, 3, -1.423535156],
                        [0.1860351562, 0.3764648438, 1.311035156, 0, 0, 0, 1, 4, -1.188964844],
                        [0.1860351562, 0.3764648438, 1.311035156, 0, 0, 0, 1, 5, -0.01396484375],
                        [0.1860351562, 0.3764648438, 1.311035156, 0, 0, 0, 1, 6, -1.498274221],
                        [0.1860351562, 0.3764648438, 1.311035156, 0, 0, 0, 1, 7, -2.531186819],
                        [0.1860351562, 0.3764648438, 1.311035156, 0, 0, 0, 1, 8, -2.921186819],
                        [0.1860351562, 0.3764648438, 1.311035156, 0, 0, 0, 1, 9, 11.45786023],
                        [0.3735351562, 0.5610351562, 1.313964844, 0, 0, 0, 1, 0, -2.751464844],
                        [0.3735351562, 0.5610351562, 1.313964844, 0, 0, 0, 1, 1, -3.31920743],
                        [0.3735351562, 0.5610351562, 1.313964844, 0, 0, 0, 1, 2, -0.8264648437],
                        [0.3735351562, 0.5610351562, 1.313964844, 0, 0, 0, 1, 3, -1.238964844],
                        [0.3735351562, 0.5610351562, 1.313964844, 0, 0, 0, 1, 4, -1.186035156],
                        [0.3735351562, 0.5610351562, 1.313964844, 0, 0, 0, 1, 5, 0.1735351563],
                        [0.3735351562, 0.3764648438, 1.311035156, 0, 0, 0, 1, 0, -2.938964844],
                        [0.3735351562, 0.3764648438, 1.311035156, 0, 0, 0, 1, 1, -3.499932528],
                        [0.3735351562, 0.3764648438, 1.311035156, 0, 0, 0, 1, 2, -0.8264648437],
                        [0.3735351562, 0.3764648438, 1.311035156, 0, 0, 0, 1, 3, -1.423535156],
                        [0.3735351562, 0.3764648438, 1.311035156, 0, 0, 0, 1, 4, -1.188964844],
                        [0.3735351562, 0.3764648438, 1.311035156, 0, 0, 0, 1, 5, 0.1735351563],
                        [0.2797851562, 0.5610351562, 1.220214844, 0, 0, 0, 1, 0, -2.938964844],
                        [0.2797851562, 0.5610351562, 1.220214844, 0, 0, 0, 1, 1, -3.618035555],
                        [0.2797851562, 0.5610351562, 1.220214844, 0, 0, 0, 1, 2, -0.9202148437],
                        [0.2797851562, 0.5610351562, 1.220214844, 0, 0, 0, 1, 3, -1.238964844],
                        [0.2797851562, 0.5610351562, 1.220214844, 0, 0, 0, 1, 4, -1.279785156],
                        [0.2797851562, 0.5610351562, 1.220214844, 0, 0, 0, 1, 5, 0.07978515625],
                        [0.7514648438, 0.00146484375, 0.00146484375, 0, 0, 0, 1, 0, -4.245605469],
                        [0.7514648438, 0.00146484375, 0.00146484375, 0, 0, 0, 1, 1, -4.935296297],
                        [0.7514648438, 0.00146484375, 0.00146484375, 0, 0, 0, 1, 2, -0.4485351562],
                        [0.7514648438, 0.00146484375, 0.00146484375, 0, 0, 0, 1, 3, -1.798535156],
                        [0.7514648438, 0.00146484375, 0.00146484375, 0, 0, 0, 1, 4, -2.498535156],
                        [0.7514648438, 0.00146484375, 0.00146484375, 0, 0, 0, 1, 5, 0.5514648438],
                        [0.02197265625, 0.5698242188, 1.319824219, 0, 0, 0, 1, 0, -3.088378906],
                        [0.02197265625, 0.5698242188, 1.319824219, 0, 0, 0, 1, 1, -3.432881594],
                        [0.02197265625, 0.5698242188, 1.319824219, 0, 0, 0, 1, 2, -1.178027344],
                        [0.02197265625, 0.5698242188, 1.319824219, 0, 0, 0, 1, 3, -1.230175781],
                        [0.02197265625, 0.5698242188, 1.319824219, 0, 0, 0, 1, 4, -1.180175781],
                        [0.02197265625, 0.5698242188, 1.319824219, 0, 0, 0, 1, 5, -0.1780273437],
                        [0.02197265625, 0.5698242188, 1.319824219, 0, 0, 0, 1, 6, -1.31530036],
                        [0.02197265625, 0.5698242188, 1.319824219, 0, 0, 0, 1, 7, -2.508064032],
                        [0.02197265625, 0.5698242188, 1.319824219, 0, 0, 0, 1, 8, -2.898064032],
                        [0.02197265625, 0.5698242188, 1.319824219, 0, 0, 0, 1, 9, 11.13178373],
                        [0.07763671875, 0.7250976562, 1.319824219, 0, 0, 0, 1, 0, -2.877441406],
                        [0.07763671875, 0.7250976562, 1.319824219, 0, 0, 0, 1, 1, -3.22626996],
                        [0.07763671875, 0.7250976562, 1.319824219, 0, 0, 0, 1, 2, -1.122363281],
                        [0.07763671875, 0.7250976562, 1.319824219, 0, 0, 0, 1, 3, -1.074902344],
                        [0.07763671875, 0.7250976562, 1.319824219, 0, 0, 0, 1, 4, -1.180175781],
                        [0.07763671875, 0.7250976562, 1.319824219, 0, 0, 0, 1, 5, -0.1223632812],
                        [0.07763671875, 0.7250976562, 1.319824219, 0, 0, 0, 1, 6, -1.114233389],
                        [0.07763671875, 0.7250976562, 1.319824219, 0, 0, 0, 1, 7, -2.508064032],
                        [0.07763671875, 0.7250976562, 1.319824219, 0, 0, 0, 1, 8, -2.898064032],
                        [0.07763671875, 0.7250976562, 1.319824219, 0, 0, 0, 1, 9, 10.60597348],
                        [1.398925781, 0.3852539062, 2.550292969, 0, 0, 0, 1, 0, -0.6655273438],
                        [1.398925781, 0.3852539062, 2.550292969, 0, 0, 0, 1, 1, 3.10940814],
                        [0.7514648438, 1.501464844, 0.7514648438, 0, 0, 0, 1, 0, -1.995605469],
                        [0.7514648438, 1.501464844, 0.7514648438, 0, 0, 0, 1, 1, -2.1162045],
                        [0.7514648438, 1.501464844, 0.7514648438, 0, 0, 0, 1, 2, -0.4485351562],
                        [0.7514648438, 1.501464844, 0.7514648438, 0, 0, 0, 1, 3, -0.2985351563],
                        [0.7514648438, 1.501464844, 0.7514648438, 0, 0, 0, 1, 4, -1.748535156],
                        [0.7514648438, 1.501464844, 0.7514648438, 0, 0, 0, 1, 5, 0.5514648438],
                        [0.00146484375, 2.248535156, 0.7485351562, 0, 0, 0, 1, 0, -2.001464844],
                        [0.00146484375, 2.248535156, 0.7485351562, 0, 0, 0, 1, 1, 0.1162173748],
                        [1.498535156, 2.251464844, 0.7485351562, 0, 0, 0, 1, 0, -0.5014648438],
                        [1.498535156, 2.251464844, 0.7485351562, 0, 0, 0, 1, 1, 2.375006437],
                        [1.498535156, 2.998535156, 0.7514648438, 0, 0, 0, 1, 0, 0.2485351562],
                        [0.00146484375, 1.501464844, 1.501464844, 0, 0, 0, 0, 0, -1.995605469],
                        [0.00146484375, 1.501464844, 1.501464844, 0, 0, 0, 0, 1, -0.9912045002],
                        [0.00146484375, 1.501464844, 1.501464844, 0, 0, 0, 0, 2, -1.198535156],
                        [0.00146484375, 1.501464844, 1.501464844, 0, 0, 0, 0, 3, -0.2985351563],
                        [0.00146484375, 1.501464844, 1.501464844, 0, 0, 0, 0, 4, -0.9985351562],
                        [0.00146484375, 1.501464844, 1.501464844, 0, 0, 0, 0, 5, -1.198535156],
                        [0.00146484375, 1.501464844, 1.501464844, 0, 0, 0, 0, 6, 0.614396677],
                        [2.998535156, 1.498535156, 1.501464844, 0, 0, 0, 0, 0, 0.9985351562],
                        [2.998535156, 0.00146484375, 1.498535156, 0, 0, 0, 0, 0, -0.5014648438],
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