tests/shape_test.py .............................................................. [ 56%]
................................................                                   [100%]


---------------------------------------------------------------------------------------- benchmark: 7 tests ---------------------------------------------------------------------------------------
Name (time in ms)                 Min                 Max                Mean             StdDev              Median                IQR            Outliers       OPS            Rounds  Iterations
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_bad_convex_hull           1.0930 (1.0)        2.4313 (1.0)        1.2328 (1.0)       0.1471 (1.42)       1.1990 (1.0)       0.1064 (1.06)        77;67  811.1563 (1.0)         806           1
test_building1                 2.3181 (2.12)       3.5456 (1.46)       2.4544 (1.99)      0.1141 (1.10)       2.4400 (2.03)      0.1035 (1.03)        64;11  407.4375 (0.50)        329           1
test_building2                 2.6998 (2.47)       3.5641 (1.47)       2.8545 (2.32)      0.1033 (1.0)        2.8419 (2.37)      0.1006 (1.0)         50;10  350.3213 (0.43)        333           1
test_100k_array_xyThresh     134.5027 (123.06)   152.1162 (62.57)    146.2277 (118.61)    7.2855 (70.50)    149.6407 (124.80)   10.5827 (105.21)        2;0    6.8386 (0.01)          7           1
test_100k_array_alpha        136.7542 (125.12)   176.8185 (72.73)    148.2248 (120.23)   12.8567 (124.40)   142.6000 (118.93)   10.7843 (107.21)        1;1    6.7465 (0.01)          8           1
test_100k_array_3d_lmax      143.2515 (131.06)   152.4552 (62.70)    148.3274 (120.32)    2.9937 (28.97)    147.6341 (123.13)    3.4269 (34.07)         2;0    6.7418 (0.01)          7           1
test_100k_array_lmax         143.8001 (131.56)   151.6475 (62.37)    146.3629 (118.72)    2.6803 (25.94)    145.5438 (121.38)    2.9404 (29.23)         1;0    6.8323 (0.01)          7           1
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------


---------------------------------------------------------------------------------------- benchmark: 7 tests ---------------------------------------------------------------------------------------
Name (time in ms)                 Min                 Max                Mean             StdDev              Median                IQR            Outliers       OPS            Rounds  Iterations
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_bad_convex_hull           1.1366 (1.0)        1.5696 (1.0)        1.3110 (1.0)       0.1119 (1.0)        1.3896 (1.0)       0.2087 (1.36)        252;0  762.7929 (1.0)         674           1
test_building1                 2.5779 (2.27)       3.3503 (2.13)       3.0193 (2.30)      0.1551 (1.39)       2.9666 (2.13)      0.2228 (1.46)         98;2  331.2063 (0.43)        309           1
test_building2                 2.9974 (2.64)       3.8173 (2.43)       3.4804 (2.65)      0.1459 (1.30)       3.4514 (2.48)      0.1531 (1.0)         64;18  287.3236 (0.38)        263           1
test_100k_array_xyThresh     138.3610 (121.74)   171.1417 (109.04)   151.8066 (115.80)   10.8599 (97.04)    151.4705 (109.00)   14.0193 (91.56)         3;0    6.5873 (0.01)          8           1
test_100k_array_alpha        142.6771 (125.53)   163.9506 (104.46)   151.6862 (115.71)    7.6761 (68.59)    150.0820 (108.00)   12.1502 (79.36)         3;0    6.5926 (0.01)          7           1
test_100k_array_lmax         155.7743 (137.06)   162.2286 (103.36)   159.1819 (121.42)    2.1481 (19.19)    159.1888 (114.55)    2.7723 (18.11)         3;0    6.2821 (0.01)          7           1
test_100k_array_3d_lmax      177.6572 (156.31)   192.1826 (122.44)   184.2074 (140.51)    5.8647 (52.41)    182.7823 (131.53)   10.6300 (69.43)         3;0    5.4287 (0.01)          6           1
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------


Master GCC6 

tests/shape_test.py ..............................................................................................................                                                                                 [100%]


--------------------------------------------------------------------------------------- benchmark: 7 tests --------------------------------------------------------------------------------------
Name (time in ms)                 Min                 Max                Mean            StdDev              Median               IQR            Outliers       OPS            Rounds  Iterations
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_bad_convex_hull           1.0467 (1.0)        2.4617 (1.0)        1.1284 (1.0)      0.1306 (1.38)       1.0902 (1.0)      0.1009 (1.0)         56;34  886.1799 (1.0)         657           1
test_building1                 2.2127 (2.11)       2.7900 (1.13)       2.3030 (2.04)     0.0948 (1.0)        2.2698 (2.08)     0.1386 (1.37)         70;4  434.2244 (0.49)        368           1
test_building2                 2.5700 (2.46)       5.0806 (2.06)       2.8048 (2.49)     0.4492 (4.74)       2.6386 (2.42)     0.1754 (1.74)        33;45  356.5352 (0.40)        364           1
test_100k_array_xyThresh     132.4182 (126.51)   141.1961 (57.36)    135.6185 (120.18)   2.6292 (27.74)    135.0642 (123.89)   2.2912 (22.70)         2;1    7.3736 (0.01)          8           1
test_100k_array_lmax         134.1044 (128.12)   137.7230 (55.95)    135.6541 (120.21)   1.3748 (14.51)    135.5633 (124.35)   2.5184 (24.95)         3;0    7.3717 (0.01)          8           1
test_100k_array_alpha        134.9606 (128.94)   141.3177 (57.41)    137.3226 (121.69)   2.1021 (22.18)    136.8229 (125.51)   2.6617 (26.37)         3;0    7.2821 (0.01)          8           1
test_100k_array_3d_lmax      143.6364 (137.23)   145.2657 (59.01)    144.3177 (127.89)   0.6404 (6.76)     144.1179 (132.20)   1.1565 (11.46)         2;0    6.9292 (0.01)          8           1
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------


CPP GCC 6

--------------------------------------------------------------------------------------- benchmark: 7 tests --------------------------------------------------------------------------------------
Name (time in ms)                 Min                 Max                Mean            StdDev              Median               IQR            Outliers       OPS            Rounds  Iterations
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_bad_convex_hull           1.0249 (1.0)        1.5044 (1.0)        1.0667 (1.0)      0.0547 (1.0)        1.0364 (1.0)      0.0526 (1.0)        117;52  937.4814 (1.0)         939           1
test_building1                 2.1855 (2.13)       2.9018 (1.93)       2.2784 (2.14)     0.0961 (1.76)       2.2486 (2.17)     0.1265 (2.40)         56;6  438.9099 (0.47)        373           1
test_building2                 2.5672 (2.50)       3.2543 (2.16)       2.6516 (2.49)     0.0907 (1.66)       2.6258 (2.53)     0.1043 (1.98)         38;8  377.1367 (0.40)        336           1
test_100k_array_xyThresh     132.4875 (129.27)   139.1231 (92.48)    134.5443 (126.13)   2.6470 (48.38)    133.2988 (128.61)   3.6228 (68.83)         2;0    7.4325 (0.01)          8           1
test_100k_array_lmax         133.1508 (129.91)   136.7274 (90.89)    134.2624 (125.87)   1.0940 (19.99)    133.9878 (129.28)   0.8335 (15.84)         2;1    7.4481 (0.01)          8           1
test_100k_array_alpha        134.2679 (131.00)   140.6070 (93.46)    136.5771 (128.04)   1.9054 (34.82)    136.1981 (131.41)   1.6168 (30.72)         2;1    7.3219 (0.01)          8           1
test_100k_array_3d_lmax      141.8185 (138.37)   145.4172 (96.66)    142.6280 (133.71)   1.1573 (21.15)    142.2026 (137.21)   0.4844 (9.20)          1;1    7.0112 (0.01)          8           1
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------



MASTER - GCC 9

--------------------------------------------------------------------------------------- benchmark: 7 tests --------------------------------------------------------------------------------------
Name (time in ms)                 Min                 Max                Mean            StdDev              Median               IQR            Outliers       OPS            Rounds  Iterations
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_bad_convex_hull           1.0771 (1.0)        1.7617 (1.0)        1.1238 (1.0)      0.0651 (1.0)        1.0899 (1.0)      0.0620 (1.0)         98;39  889.8416 (1.0)         898           1
test_building1                 2.2646 (2.10)       2.8930 (1.64)       2.3414 (2.08)     0.0769 (1.18)       2.3201 (2.13)     0.1060 (1.71)         60;6  427.0870 (0.48)        363           1
test_building2                 2.6473 (2.46)       3.2764 (1.86)       2.7276 (2.43)     0.0803 (1.23)       2.7076 (2.48)     0.0935 (1.51)        47;11  366.6202 (0.41)        359           1
test_100k_array_xyThresh     133.2288 (123.69)   138.8754 (78.83)    136.0132 (121.03)   1.6357 (25.14)    136.0770 (124.85)   1.4248 (22.98)         2;1    7.3522 (0.01)          8           1
test_100k_array_lmax         135.0860 (125.41)   140.7857 (79.92)    136.8050 (121.73)   1.8802 (28.90)    136.5464 (125.28)   2.1872 (35.27)         1;1    7.3097 (0.01)          8           1
test_100k_array_alpha        136.2979 (126.54)   140.2080 (79.59)    138.2340 (123.01)   1.3043 (20.05)    138.3407 (126.93)   1.7701 (28.55)         3;0    7.2341 (0.01)          8           1
test_100k_array_3d_lmax      143.9341 (133.63)   145.8943 (82.82)    144.6615 (128.73)   0.6784 (10.43)    144.4721 (132.56)   0.9852 (15.89)         2;0    6.9127 (0.01)          8           1
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------


CPP GCC 9
--------------------------------------------------------------------------------------- benchmark: 7 tests --------------------------------------------------------------------------------------
Name (time in ms)                 Min                 Max                Mean            StdDev              Median               IQR            Outliers       OPS            Rounds  Iterations
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_bad_convex_hull           1.0836 (1.0)        3.7932 (1.14)       1.1268 (1.0)      0.1099 (1.22)       1.0952 (1.0)      0.0473 (1.0)         30;57  887.5064 (1.0)         811           1
test_building1                 2.2692 (2.09)       3.3265 (1.0)        2.3422 (2.08)     0.0903 (1.0)        2.3204 (2.12)     0.0887 (1.88)        35;12  426.9558 (0.48)        362           1
test_building2                 2.6645 (2.46)       3.6244 (1.09)       2.7679 (2.46)     0.1063 (1.18)       2.7355 (2.50)     0.1185 (2.50)        45;10  361.2808 (0.41)        357           1
test_100k_array_xyThresh     133.6383 (123.32)   142.8100 (42.93)    137.1942 (121.76)   2.6191 (29.00)    136.8027 (124.92)   1.6192 (34.24)         2;1    7.2889 (0.01)          8           1
test_100k_array_lmax         136.2000 (125.69)   139.9995 (42.09)    137.2650 (121.82)   1.4008 (15.51)    136.6322 (124.76)   1.3877 (29.34)         2;1    7.2852 (0.01)          8           1
test_100k_array_alpha        137.0102 (126.44)   140.9124 (42.36)    138.4416 (122.87)   1.2103 (13.40)    138.2894 (126.27)   1.1658 (24.65)         3;1    7.2233 (0.01)          8           1
test_100k_array_3d_lmax      144.7163 (133.55)   149.5324 (44.95)    146.2907 (129.83)   1.7364 (19.22)    145.3609 (132.73)   2.2114 (46.76)         1;0    6.8357 (0.01)          7           1
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

CHANGES - Changed Delauanator to use Matrix Class

CPP CLANG
--------------------------------------------------------------------------------------- benchmark: 7 tests --------------------------------------------------------------------------------------
Name (time in ms)                 Min                 Max                Mean            StdDev              Median               IQR            Outliers       OPS            Rounds  Iterations
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_bad_convex_hull           1.1386 (1.0)        1.9958 (1.0)        1.2031 (1.0)      0.0722 (1.0)        1.1997 (1.0)      0.0704 (1.12)        54;19  831.1914 (1.0)         819           1
test_building1                 2.2909 (2.01)       3.3885 (1.70)       2.3562 (1.96)     0.0977 (1.35)       2.3400 (1.95)     0.0627 (1.0)         24;21  424.4108 (0.51)        359           1
test_building2                 2.6802 (2.35)       3.8925 (1.95)       2.7637 (2.30)     0.1260 (1.75)       2.7350 (2.28)     0.0878 (1.40)        24;20  361.8381 (0.44)        312           1
test_100k_array_xyThresh     136.0704 (119.50)   142.9370 (71.62)    138.9483 (115.49)   2.1400 (29.64)    138.1787 (115.18)   2.1825 (34.80)         3;0    7.1969 (0.01)          8           1
test_100k_array_lmax         136.1773 (119.60)   142.2169 (71.26)    138.5678 (115.18)   2.1304 (29.51)    137.8524 (114.90)   3.3641 (53.64)         2;0    7.2167 (0.01)          8           1
test_100k_array_alpha        139.5393 (122.55)   144.2066 (72.25)    141.3255 (117.47)   1.5538 (21.52)    140.8049 (117.36)   2.1463 (34.22)         2;0    7.0759 (0.01)          8           1
test_100k_array_3d_lmax      149.6508 (131.43)   154.1298 (77.23)    151.0304 (125.54)   1.4995 (20.77)    150.7554 (125.66)   1.2479 (19.90)         1;1    6.6212 (0.01)          7           1
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