import numpy as np

test_points = np.array([[-0.2, "A", "A", 59.01911629],
                        [-0.2, "B", "A", 67.61843652],
                        [-0.2, "A", "B", 67.61843652],
                        [-0.2, "B", "B", 44.21775674],
                        [0.8, "B", "B", 51.54528223],
                        [-1.2, "B", "B", 61.03531622],
                        [-1.2, "A", "A", 61.83667577],
                        [0.8, "A", "A", 60.34664178],
                        [0.8, "A", "B", 71.94596201],
                        [-1.2, "A", "B", 77.435996],
                        [-1.2, "B", "A", 77.435996],
                        [0.8, "B", "A", 71.94596201],
                        [1.3, "B", "B", 142.9664232],
                        [1.3, "A", "A", 91.82506361],
                        [-1.7, "B", "B", 154.5973722],
                        [-1.7, "A", "A", 91.45601262],
                        [1.3, "A", "B", 133.3957434],
                        [1.3, "B", "A", 133.3957434],
                        [-1.7, "A", "B", 139.0266924],
                        [-1.7, "B", "A", 139.0266924],
                        [0.2914872525, "B", "B", 119.5200248],
                        [-0.6804622122, "B", "B", 145.2744191],
                        [0.2986279203, "A", "A", 90.77054557],
                        [-0.6970878781, "A", "A", 92.35451526],
                        [0.2955272349, "A", "B", 122.2857029],
                        [0.2955272349, "B", "A", 122.2857029],
                        [-0.6898529454, "A", "B", 132.4174435],
                        [-0.6898529454, "B", "A", 132.4174435],
                        [-1.95, "A", "A", 37.02220995],
                        [1.55, "A", "A", 121.2867847],
                        [-2.075, "A", "A", 40.49086459],
                        [1.55, "A", "B", 192.1015454],
                        [1.55, "B", "A", 192.1015454],
                        [-1.95, "A", "B", 38.75244929],
                        [-1.95, "B", "A", 38.75244929],
                        [1.55, "B", "B", 230.916306],
                        [-2.075, "A", "B", 47.13872863],
                        [-2.075, "B", "A", 47.13872863],
                        [-1.95, "B", "B", 8.482688643],
                        [-2.075, "B", "B", 21.78659266],
                        [0.560630229, "A", "A", 123.140929],
                        [0.03750391402, "A", "A", 24.36950949],
                        [1.0382915, "A", "A", 28.48724625],
                        [-0.9598951475, "A", "A", 28.07132253],
                        [-0.4361447303, "A", "A", 122.8460231],
                        [-1.438982992, "A", "A", 120.8027915],
                        [0.5710270502, "B", "B", 206.7299797],
                        [0.02158982375, "B", "B", -46.33586425],
                        [-0.9672514696, "B", "B", -31.83654051],
                        [0.5639104904, "A", "B", 181.9025312],
                        [0.5639104904, "B", "A", 181.9025312],
                        [1.020675941, "B", "B", -32.03661931],
                        [0.03022865619, "A", "B", 5.348514859],
                        [0.03022865619, "B", "A", 5.348514859],
                        [-0.4078163764, "B", "B", 196.674128],
                        [-0.9612191527, "A", "B", 14.54012175],
                        [-0.9612191527, "B", "A", 14.54012175],
                        [1.031790555, "B", "A", 14.87739644],
                        [1.031790555, "A", "B", 14.87739644],
                        [-0.4257245504, "A", "B", 178.8203438],
                        [-0.4257245504, "B", "A", 178.8203438],
                        [-1.422274709, "B", "B", 219.1983006],
                        [-1.431748798, "B", "A", 187.3830432],
                        [-1.431748798, "A", "B", 187.3830432],
                        [-0.0623712881, "B", "B", -37.48717985],
                        [0.1073903791, "B", "B", -18.45134596],
                        [1.675, "A", "A", 98.04176064],
                        [-1.056686595, "B", "B", -23.99703644],
                        [0.9345823931, "B", "B", -24.60161262],
                        [-2.1375, "B", "B", 53.99635642],
                        [-0.8752310368, "B", "B", 1.102722486],
                        [1.109575213, "B", "B", -1.173594634],
                        [-0.01784940968, "B", "B", -46.72161099],
                        [0.05648172976, "B", "B", -39.27985876],
                        [-2.1375, "A", "A", 50.74313778],
                        [-1.009717544, "B", "B", -33.18889197],
                        [-0.0670018888, "B", "A", 11.76546359],
                        [-0.0670018888, "A", "B", 11.76546359],
                        [0.9797644843, "B", "B", -33.1947186],
                        [0.001759421426, "B", "B", -47.54788457]])
