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Unit tests for thresholds
Alexandre Leroux -
r1057:d313f098d913
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1 nan 2367273.000 1124463.250 605334.062 949495.438 558631.250 171724.562 97278.945 54197.648 14615.454 25975.436 115463.398 231692.016 260595.812 223407.406 141419.109 116846.844 99756.195 70274.383 46652.840 42645.891 61115.137 60539.559 48677.336 35179.809 23402.457 28590.951 29292.633 26239.006 25935.523 22649.926 16662.158
2 nan 2422577.750 1131101.250 538548.938 925961.812 552279.938 201756.094 146998.859 60744.926 26670.064 30229.688 114544.547 244329.453 250743.203 195465.156 155628.562 116313.969 109107.953 81568.977 49208.387 49123.578 48385.910 37940.684 35995.691 37733.352 22095.961 33350.590 20205.867 21844.482 25246.188 27523.301 23830.967
3 nan 2463700.250 1351991.500 520161.812 973399.938 555940.188 217292.094 100582.242 41614.551 40203.160 58969.812 96075.602 199354.641 260084.156 186499.375 124606.531 111169.383 102743.648 70549.508 57165.324 59018.402 41213.109 24721.998 39055.105 42080.016 30442.988 26745.469 23520.963 29016.867 23870.287 24103.113 20700.203
4 nan 2525074.250 1413553.125 548721.438 942125.812 607173.875 242373.438 117053.055 60627.488 29120.523 32499.312 90196.445 148000.094 211521.953 184655.391 143882.203 93185.336 78552.055 58333.375 46191.062 33037.734 51874.797 43149.953 37301.945 38333.441 31303.502 33153.031 21325.572 19964.238 25682.100 19152.139 23458.359
5 nan 2256211.500 1396373.750 584572.438 914332.938 628669.250 284402.750 118993.977 55335.125 22608.523 29873.318 85919.820 197937.406 259558.609 206938.109 151471.266 112563.352 95499.898 66763.344 52830.340 40706.859 35360.574 39490.473 42995.105 52022.559 43016.137 21589.270 31638.844 15280.637 27225.270 12852.585 22268.885
6 nan 2405211.000 1432198.875 544279.562 912487.250 706930.438 269372.656 108567.617 51159.422 28009.086 20051.049 55950.590 192534.766 195718.312 173830.141 144043.078 125908.453 83549.227 67479.445 60376.773 48679.613 45474.648 20795.836 24972.039 30030.117 34988.414 20921.781 25183.045 29420.176 26815.398 25763.857 17020.131
7 nan 2318568.250 1567757.250 608594.875 992330.938 693040.562 310568.062 119458.617 47365.938 35133.293 24635.949 71419.047 207065.234 290855.219 176470.859 151914.703 97923.008 99805.102 62659.039 51589.121 41729.508 31524.467 39487.160 34734.809 33717.527 37701.434 24549.520 17815.551 13179.841 24073.557 19829.027 36924.484
8 nan 2327883.250 1572264.375 610527.938 968564.062 791135.188 358055.969 142583.219 63569.664 33017.059 14079.334 57818.074 164144.984 185229.859 178662.172 156333.562 104715.805 88329.055 54839.387 40609.562 43743.148 42431.379 35861.516 32950.168 40340.934 28266.838 34442.566 22405.891 18101.344 26492.033 16408.705 16102.952
9 nan 2231563.000 1639660.750 696082.500 944114.625 792134.250 347232.281 148897.234 50644.941 26591.674 16286.129 41177.512 141648.578 232960.594 204804.656 147097.484 115821.648 76131.633 58264.449 77683.078 32322.037 37370.508 37030.266 33612.258 47882.461 28412.627 23246.445 19791.266 12173.932 17617.225 12615.890 19133.607
10 nan 2237112.250 1446951.875 724860.938 908101.625 847380.812 384326.125 157451.812 73753.234 42102.324 25361.717 54202.523 151112.438 232353.484 180309.344 146179.719 112911.695 109887.500 79440.945 64896.801 46046.090 31311.324 41887.688 24814.389 22435.221 34634.441 24328.338 12601.593 11115.796 21145.986 16977.076 16069.781
11 nan 2159640.250 1589956.500 760490.438 807664.438 768661.938 313351.062 136850.375 98390.750 32265.908 17538.477 26507.055 133801.469 177507.719 187623.812 162101.641 110703.180 103625.898 60705.047 74318.766 56540.109 38750.941 36644.391 28552.994 36025.586 19701.732 28855.850 23144.195 19804.105 18178.246 14807.034 16815.023
12 nan 2088978.750 1437443.625 724145.562 814043.062 833867.062 350415.469 170360.844 77882.633 35495.254 18179.232 42373.383 140690.984 220115.266 170086.266 175287.859 117389.617 65121.488 54672.863 78444.805 46972.031 25359.113 30545.744 31449.664 28412.107 23713.402 19369.727 25859.174 23923.148 18024.461 20907.219 21803.945
13 nan 1947685.125 1352270.500 716528.250 894990.062 829693.250 426800.500 197640.766 77934.781 31005.869 13779.767 47375.934 131878.562 170386.953 152312.188 148965.250 123847.117 80954.461 52315.516 35012.031 47600.023 31517.824 32652.574 24890.906 26924.424 38454.730 14819.140 14980.423 14661.859 9975.334 15040.319 12264.437
14 nan 1951270.500 1424481.250 761638.500 934648.250 805357.188 443148.875 161547.109 88709.109 37203.680 32421.707 56489.562 131096.922 210154.188 150494.016 106466.969 113051.883 73493.898 73594.312 76671.781 50510.301 42503.020 19808.977 31741.037 30205.256 26793.908 28125.650 17339.848 30193.131 8638.891 14795.328 11283.676
15 nan 2218344.000 1614095.500 831611.000 843168.188 832652.062 411670.531 179459.359 81452.359 37734.859 29475.264 38281.664 136801.766 206073.141 191655.406 121239.156 101949.656 73000.430 71836.672 54534.016 44514.641 28209.119 30890.314 25771.389 35960.984 37785.215 25666.492 23101.289 12478.665 24115.119 13066.941 14634.816
16 nan 1888798.500 1430126.875 910922.375 759764.438 802868.062 401356.469 156704.109 80444.125 38276.734 21807.863 48174.785 94984.656 198263.109 206447.609 133511.906 128630.398 55506.527 93960.219 50203.309 47357.766 38264.840 33174.387 31130.676 21668.291 26576.844 26522.375 18213.303 22411.740 17420.910 23092.359 10520.488
17 nan 1878304.125 1296965.500 700479.500 827198.812 859147.938 446786.094 233487.250 106249.547 34124.078 31919.861 29350.576 84830.289 166102.156 196453.562 117701.406 110752.547 87182.383 71165.367 60178.621 49356.766 31360.986 25331.938 24063.180 40553.402 17266.227 42173.262 15084.624 23788.234 6634.067 8008.962 14223.770
18 nan 2036296.000 1309512.000 738226.812 840537.625 913745.438 431757.312 224089.188 97181.148 37837.254 26289.770 25962.439 64587.750 178398.188 170375.547 106879.281 95621.969 95147.031 56260.316 50603.047 45526.738 37819.141 25305.607 19695.299 29592.656 25785.867 15180.081 16812.549 26756.914 12253.069 23936.506 10124.329
19 nan 2005232.750 1355763.500 748488.375 911421.188 890152.562 476476.906 205125.234 103422.469 34255.434 29684.711 27854.436 73527.445 159400.859 165075.438 122931.898 105524.703 92661.031 76121.367 50911.289 39446.539 29036.900 36910.426 27837.670 21292.658 30648.443 19791.234 19161.865 18446.109 11623.621 8061.365 3364.245
20 nan 2036248.750 1370985.625 829171.375 730216.562 976354.375 557984.375 238805.297 95531.219 31057.805 38493.445 31578.594 47120.652 104800.922 168727.688 147900.062 89470.297 63947.375 65061.828 72320.586 35839.340 28895.689 26382.344 30662.248 29974.545 19590.422 19819.441 12521.182 17222.852 7776.023 11080.270 16582.514
21 nan 1854826.875 1336922.625 800885.062 819455.938 968533.625 521668.625 247728.344 98644.781 60611.996 21196.701 18155.830 73271.000 142955.859 153612.062 117850.406 112156.625 80905.781 60848.375 41312.777 43233.309 31006.674 28532.492 21826.930 26991.844 11220.285 25021.289 21211.561 17817.154 9836.011 14883.497 15601.438
22 nan 1913749.250 1252928.375 854204.062 660047.125 1031203.438 522602.094 272209.938 125648.367 68952.547 25226.744 19401.455 85712.070 122085.281 150276.234 118788.047 83855.672 65243.059 59840.309 65289.852 61555.723 27539.939 23650.867 14536.597 28425.154 35375.547 19150.861 19722.529 15070.343 8143.148 39029.262 16940.652
23 nan 1961721.125 1282066.125 794605.000 794347.438 986607.375 571705.250 240067.766 121068.281 45813.977 29688.264 26368.355 54516.039 115209.227 171925.594 109822.367 65253.246 77325.570 45254.805 52105.164 42991.051 43470.422 22109.107 27165.832 21737.471 19535.383 14398.723 29151.586 24774.406 10486.038 19413.561 9462.326
24 nan 1908573.500 1356527.500 878851.750 863427.250 1008319.188 629594.062 252074.703 135531.516 36853.406 25874.908 18688.555 40288.230 98873.758 126258.656 124231.250 90237.742 77347.406 86330.250 43028.629 30422.818 39314.688 24006.238 32966.477 15309.988 19564.002 16297.312 23406.477 8547.728 12683.457 6446.491 12545.426
25 nan 2022319.500 1328720.125 825504.750 747311.562 985132.750 566903.625 293692.469 142736.312 66756.844 51536.062 34507.391 37106.605 85987.406 130377.250 95744.375 76714.789 81354.625 58968.824 45261.746 43389.703 30571.119 34791.738 26257.748 33332.422 15052.472 19137.594 21306.227 21353.195 13727.316 14326.437 22678.461
26 nan 1992378.125 1356892.375 882226.625 905021.000 959093.625 630375.250 300734.469 141096.812 70775.719 41677.387 13422.943 46524.848 95842.617 117292.523 140609.641 79756.281 86269.695 73219.141 37123.824 26810.105 28594.436 24233.926 20455.518 20350.182 25284.031 16066.415 13230.562 14007.919 9645.735 9532.373 13682.887
27 nan 1889643.875 1286280.500 881985.000 718755.688 965112.375 585206.062 271437.531 151977.734 67986.883 65873.469 18681.619 48765.223 83418.430 120027.977 85750.180 82817.078 80260.078 57450.340 53618.223 42440.953 27252.732 30284.207 33588.078 20248.152 21940.961 20897.961 18447.576 13734.146 13207.247 17154.826 13234.104
28 nan 1961231.500 1304677.875 940278.000 824689.625 973146.188 617536.438 278786.781 136880.344 74938.133 21368.258 37145.113 28025.137 92087.031 137325.188 101454.898 80916.938 65363.078 49138.559 40796.191 35042.746 33751.758 13158.266 31686.342 15138.844 17452.182 14919.113 6783.307 19261.158 19251.404 19797.434 11587.604
29 nan 1793520.000 1277192.500 980381.375 941661.625 1055635.875 592191.875 287281.688 135660.422 67149.156 43800.453 19609.238 50904.637 99462.656 122615.727 114060.945 95618.578 91147.016 66326.258 46485.734 35069.797 28491.920 28898.582 29738.273 28331.236 25764.320 12488.241 18649.711 6260.947 9051.464 2893.012 5939.744
30 nan 2019399.250 1335581.750 906105.625 917968.375 1051092.125 670490.188 301860.375 145778.391 65762.570 29588.670 33545.277 47920.090 86076.023 113316.547 122335.406 71488.188 59548.859 44726.418 61063.453 43911.301 33318.047 28760.613 24533.250 18836.180 17893.373 11529.969 38593.691 5286.197 12237.934 8776.556 12552.207
31 nan 2157296.000 1459212.875 929084.750 853437.438 951457.375 658414.688 291697.938 134565.797 40535.121 26402.775 33461.605 64090.188 96931.375 123649.078 107828.531 112001.969 74695.469 63299.062 64488.875 35457.062 36000.039 39197.746 34412.797 29639.201 31635.332 20806.389 19678.496 19309.898 29129.051 31413.930 14691.844
32 nan 2043905.875 1407164.500 962280.250 841953.562 960359.000 662083.875 288672.219 157999.938 40284.059 44864.766 15934.362 57477.059 121449.672 91880.562 103493.375 68781.461 88219.094 67103.492 81965.125 59654.090 42916.160 62845.578 26969.107 40484.426 38701.152 30115.189 19346.131 31233.811 22956.711 12391.587 10027.432
33 nan 1960438.125 1352008.500 928001.750 774466.375 1049215.000 613558.375 371048.625 153682.031 46066.840 33166.160 14508.171 49806.234 97588.172 118534.242 102386.180 65005.527 76633.555 92296.195 61475.477 60122.879 38488.512 33916.781 33919.703 38187.641 28888.570 23910.662 35598.176 32803.574 50541.566 23638.666 19201.344
34 nan 2001427.250 1389642.250 949657.812 850322.375 1011181.188 704181.938 337808.719 130352.820 70868.094 34681.141 28426.586 42587.184 81877.805 78676.664 131175.938 71125.133 62512.922 60339.023 57112.648 39730.949 57522.203 53100.648 40704.719 45553.047 49263.660 28629.818 34607.312 24042.600 15877.534 21799.084 13800.713
35 nan 2123296.250 1282430.500 1032341.812 864813.812 1025054.375 750304.562 377625.281 148277.516 66633.000 39631.016 34378.234 52976.891 49237.816 125649.508 140337.766 69401.133 51066.449 59519.066 45796.562 45053.438 41309.176 48717.227 24782.773 19769.445 28877.408 25720.523 27297.799 34363.613 26393.164 18009.750 10347.437
36 nan 1966103.625 1356617.500 889828.750 816012.938 1007507.438 749116.562 385872.781 151962.953 95136.695 33120.859 12025.038 53240.902 58415.688 118644.273 95972.648 101605.883 30924.631 33245.500 36916.062 59871.078 31536.701 37216.414 32376.936 44200.090 32726.768 33428.887 24159.207 24300.332 21302.139 23009.287 11092.485
37 nan 2026956.000 1499082.875 1023654.812 857667.375 1069121.125 671992.062 353538.125 182597.859 92581.086 16913.598 33457.348 47884.703 90415.070 104327.094 74123.055 68694.633 61443.062 50572.641 36504.203 38414.367 46986.734 38750.941 42599.188 31855.811 37463.656 25800.787 22094.160 29513.832 27318.744 23781.598 13789.834
38 nan 2020679.250 1304119.375 993476.750 870372.812 1011484.188 688236.562 364046.531 157770.766 64627.066 35993.176 27665.148 51793.016 93993.227 110193.031 97171.250 69880.195 60886.648 69949.180 53123.766 32551.900 48025.164 53612.891 35373.121 39259.184 34458.027 27251.586 24048.414 24023.449 23333.793 9557.129 11401.827
39 nan 2089778.375 1470628.875 998781.562 931868.188 926446.625 740756.938 436657.125 178754.266 68426.633 46010.609 40936.473 58174.859 50120.664 116484.898 108493.172 59425.289 63958.715 40220.027 43297.039 33243.996 54927.840 44205.125 36967.938 41365.305 18532.121 18704.355 34165.008 30458.342 30908.502 16338.566 10798.084
40 nan 1928284.000 1361050.000 993765.000 875096.562 828665.375 799489.188 382332.000 181673.609 81898.898 40122.941 41135.395 40776.012 68722.578 90948.617 104257.898 72040.492 51552.949 35830.684 26355.439 45886.703 23431.752 36319.609 50188.359 25956.211 30001.654 21305.299 23210.611 26287.162 34091.551 32026.994 9418.091
41 nan 2053886.125 1329425.125 1034424.938 768720.938 918037.812 784851.625 448262.281 177481.641 75076.445 46571.246 29062.283 61109.922 73259.594 89151.875 94885.648 72959.781 59880.750 46335.496 41518.309 30213.738 35320.785 22079.275 18391.738 22359.117 12899.137 18648.826 9617.816 13159.619 22532.781 10049.246 10707.566
42 nan 1886924.125 1462093.875 971070.562 836705.938 846619.812 764999.062 448326.125 186449.297 93786.062 44330.414 55613.734 40314.246 55257.965 96437.383 128734.867 85408.914 54846.402 39619.410 42811.215 33769.289 33272.496 31525.314 29469.867 20585.877 19942.305 19547.641 17854.795 20291.520 20854.508 9562.719 9295.973
43 nan 1937009.625 1391639.875 996952.438 846049.000 909661.812 870804.750 427000.406 144342.672 90840.016 43229.797 31542.324 34369.895 70377.594 82415.102 79435.375 78728.695 42335.125 42685.629 66457.812 19183.484 28225.398 40696.859 31923.514 33515.223 30852.230 28933.000 24836.695 29131.852 19074.434 21523.764 19276.008
44 nan 1925796.375 1499349.500 930307.000 775772.562 914125.750 726969.438 397452.781 204917.438 112678.469 39743.211 46962.441 47465.336 56183.148 71338.133 85033.094 79313.828 66496.414 60878.723 62416.004 58371.785 54981.812 30454.799 33105.453 31699.549 23994.439 30178.770 23974.586 21449.828 12610.879 13031.241 19201.523
45 nan 1993081.875 1445510.750 933125.062 784652.250 964650.938 713359.562 442746.469 178987.188 76384.469 51981.441 31350.352 26742.242 85503.586 77370.820 98977.102 48708.574 44815.125 67203.711 58973.465 55835.875 41607.824 42186.543 57157.590 46899.953 23983.301 20787.916 31260.180 19487.400 24943.248 27727.164 13860.851
46 nan 1929036.750 1527957.125 1028152.812 848805.062 854584.625 779955.188 433243.781 156023.672 70210.617 43480.047 32081.293 29788.502 45326.340 92618.617 87333.805 67865.133 73528.367 35145.113 26916.568 27997.471 17806.248 21615.395 25823.457 16229.006 21505.250 10279.625 3853.153 18154.326 20732.799 12852.230 18722.654
47 nan 2003110.875 1402431.125 885685.188 868478.062 897656.938 770370.438 445684.969 209169.344 74135.617 40261.301 36820.508 33048.707 62005.441 82824.945 78002.359 108336.570 60012.598 32139.188 24682.656 27350.180 16597.664 21628.596 18539.020 15535.837 22927.312 18372.623 19716.768 10550.970 20262.740 13944.943 17752.451
48 nan 2026987.500 1446152.125 884275.750 874416.938 900398.562 723227.438 479688.031 213662.938 110109.570 54926.441 12451.358 29729.682 73726.680 106440.750 66711.219 65506.586 65109.453 45699.012 42340.520 36561.277 28383.906 16875.143 10157.482 8939.509 24875.963 18916.146 17074.939 12633.675 11241.134 13350.156 10972.732
49 nan 1980893.125 1434583.125 898213.438 775990.188 870349.938 807592.438 455821.500 225586.312 74302.789 47827.953 25828.574 28872.943 71727.969 95976.703 111625.406 91445.094 68692.695 47304.289 50055.871 36013.883 21832.932 26026.969 28358.701 15982.234 9723.867 18387.143 25026.742 13480.347 14532.816 3605.021 11083.049
50 nan 1952296.000 1462476.250 978493.062 894112.188 920463.438 713905.375 485713.906 220533.094 72606.773 64742.363 28465.588 49493.441 57908.027 61853.766 86063.781 45757.363 72353.273 46105.430 33252.492 18462.133 27338.025 28513.898 26821.373 26059.963 11010.688 21141.420 16362.781 17853.998 26131.793 8137.598 11822.960
51 nan 1825903.625 1420257.250 849505.938 779326.562 843900.062 768747.250 461757.531 212248.109 98618.633 51402.848 26182.055 48274.523 70524.688 127185.406 124576.750 70646.570 63906.461 49209.809 39234.215 45112.934 34283.289 18009.104 27680.264 20175.779 28179.824 25706.020 16564.279 33182.105 9401.891 11207.892 15319.368
52 nan 1847602.375 1568724.750 926388.000 807855.562 891227.562 740886.125 413326.812 183543.672 106627.797 49381.164 39398.156 47840.715 68718.078 72517.148 93529.773 74212.094 56616.789 42338.629 36107.613 20682.018 39272.816 17461.092 10977.689 12796.465 18014.924 12885.075 10951.532 11047.954 7375.930 17242.664 11011.046
53 nan 1846332.375 1522968.625 864770.438 836462.812 834484.625 792368.625 416279.469 268493.281 85465.570 52531.965 31902.475 31242.977 74649.328 99891.922 107701.977 50344.227 51536.387 44833.871 45431.238 30363.344 19929.688 16330.931 9397.693 10491.346 11206.929 17329.285 16819.668 17348.461 11985.531 9650.864 9006.053
54 nan 1887623.625 1510570.875 1033199.438 686350.000 737604.938 724395.000 521800.625 268605.219 84169.508 52504.453 43685.453 29419.904 33000.797 96778.305 67826.234 59666.199 67560.805 43445.422 32180.068 25613.936 19370.312 20822.025 30252.855 25796.070 8183.030 15748.412 6075.366 11960.419 14227.703 8565.939 5399.175
55 nan 1846647.500 1670000.375 989315.938 825167.750 804169.812 749907.500 436180.312 237979.188 98494.102 60731.902 41267.875 25998.182 42794.039 75166.797 91411.180 74139.531 68714.281 33390.586 29208.268 17536.996 24011.836 21537.367 24181.742 16832.529 23184.367 18245.398 18685.238 10132.159 9220.987 8683.858 12131.124
56 nan 1918737.250 1522895.875 986108.938 762971.938 902689.375 818800.812 448675.594 249095.234 110073.867 51308.004 26310.176 46322.531 38297.117 99495.695 94190.055 74639.469 65877.203 46540.762 26573.023 26392.475 19045.814 17261.492 21653.217 28520.283 8938.194 15934.843 18790.154 48203.949 13188.028 15168.572 7852.000
57 nan 1752037.625 1501434.375 959113.562 768704.812 798402.625 717478.250 440198.969 252691.109 124620.219 55411.215 23578.846 53116.738 58418.691 88971.273 75648.008 78710.047 65321.164 31729.125 37962.020 20163.277 27708.695 30029.551 32685.887 12286.750 18418.268 27172.877 24466.221 15517.746 16328.490 8841.533 7362.631
58 nan 1853869.500 1533616.000 1015161.562 696079.312 854556.562 803073.375 519110.969 210199.594 107556.594 76839.070 40644.410 29833.676 72197.227 63259.164 79583.555 69878.469 68661.422 53074.285 39226.816 29317.686 24022.154 39343.285 13326.835 25847.682 23076.330 13750.506 19084.602 14783.751 22179.217 9970.032 10911.473
59 nan 1810484.500 1659155.625 943847.938 649853.375 778350.562 690730.312 474651.469 255689.516 114513.367 48321.371 37315.891 39284.258 45988.352 107773.547 77281.805 64312.188 47340.316 51651.160 37854.703 32841.113 25488.773 23438.547 19802.520 14774.606 18773.457 16238.347 10918.835 16156.931 13045.521 10127.652 12697.145
60 nan 1638367.875 1652006.125 1022965.812 736401.250 732758.500 619981.562 554643.000 245718.859 122064.719 43168.707 42714.125 33249.785 83622.320 78410.844 55059.516 73200.680 56603.137 45806.383 35949.461 23366.441 37070.816 22382.324 23828.861 18165.398 13534.340 9616.490 17176.652 12179.053 4410.424 15408.446 10484.301
61 nan 1677436.125 1657593.125 1159197.875 695630.188 793709.625 729582.000 515382.594 246432.406 87122.859 51506.125 26099.125 28030.107 22108.182 48444.234 59061.051 72371.500 52185.574 38161.402 32258.225 31493.914 30753.689 24767.344 33248.594 29654.232 17870.277 22405.867 23944.676 26569.682 12193.749 7841.388 14434.412
62 nan 1515689.375 1648216.750 1246238.625 797450.562 703197.750 724627.125 594344.750 308760.531 77316.086 42533.879 16166.118 10039.837 5491.377 16335.496 21674.799 42883.551 31350.533 52142.191 31303.752 33781.359 22370.049 22046.840 27316.400 28116.674 22504.301 20268.418 18074.305 26046.900 38023.535 22924.025 39135.688
63 nan 1554406.500 1717581.500 1167712.625 779271.750 754884.688 681493.250 572837.188 342902.656 122814.672 37595.023 16877.609 16536.311 1297.936 5682.823 7222.178 2435.430 13837.054 7937.786 14005.575 8746.640 28344.312 30153.781 50700.496 40193.582 45341.117 55171.660 58088.922 60833.074 95713.781 69413.781 82878.367
64 nan 1600948.875 1659736.000 1131049.250 675721.562 684622.250 666073.562 589692.562 312468.438 158182.516 48920.441 25622.158 2500.781 6306.678 4933.032 5832.843 10935.240 3646.790 11651.818 14225.194 11725.039 12081.334 18318.492 22124.352 18830.014 23223.170 37166.984 34438.613 77802.477 69955.992 83406.875 116148.758
65 nan 1473290.000 1733282.375 1149439.125 742847.938 746355.188 752270.750 547945.000 292180.844 105888.930 37107.590 14688.881 7731.734 14475.272 14826.769 15969.866 26825.494 35356.016 29245.619 30573.748 28541.199 47265.871 38110.801 29374.213 32491.332 18463.102 18703.785 19536.221 31984.051 19483.076 33380.789 5836.036
66 nan 1318765.125 1640408.500 1251877.875 719958.188 643632.688 584201.562 563681.375 255261.047 103413.297 30554.148 15173.281 7665.527 7388.036 13332.840 20160.619 52117.273 55914.574 42508.660 23582.520 20986.830 33351.645 28818.662 15927.169 26522.742 34012.480 18029.264 26008.801 44594.016 33683.770 32171.400 29981.986
67 nan 1044845.250 1516997.625 1253120.750 726083.062 655790.938 713210.750 507463.031 305704.969 118862.773 42076.754 14435.497 9229.783 15260.975 18530.676 25454.387 15869.725 30238.174 49710.609 31375.199 18407.045 48295.023 22971.283 33564.801 32237.336 29929.924 26201.314 24785.414 38241.758 42197.250 40183.922 27001.248
68 nan 1030252.812 1423476.750 1299638.500 724140.375 606194.688 599558.688 449309.125 267891.719 135065.828 22726.189 7212.905 15484.138 8245.324 4978.947 6816.420 3786.178 13529.726 17785.965 8023.780 4384.377 10303.590 20899.961 15772.278 12711.803 20957.074 13310.303 28129.414 22839.123 15891.098 21432.102 27924.205
69 nan 876732.250 1458354.500 1179068.875 742961.312 509954.188 492147.594 512597.125 357395.969 130325.523 43644.742 24428.350 5813.458 5208.080 4451.804 12344.656 18010.287 23648.066 14541.524 12560.281 28706.219 24855.613 28048.875 36709.527 27481.932 40881.852 35999.578 53711.352 64292.434 76186.438 103831.625 101412.023
70 nan 811526.375 1304184.125 1195976.500 753904.125 495109.094 555249.062 591749.562 303389.375 126939.328 34943.672 8529.920 13396.322 17823.625 13166.885 17932.564 23238.811 43423.957 38967.074 27976.564 29025.654 21656.467 17657.182 25236.875 20517.459 23255.449 18506.029 12514.043 21332.705 10260.397 10071.277 12987.348
71 nan 683545.250 1165994.500 1185156.375 720375.125 611296.438 549998.062 444017.219 245003.688 129381.742 55977.789 27607.404 26664.764 34731.387 35647.211 44259.496 57599.652 39635.242 34658.246 37243.320 29508.318 22565.619 22903.029 30454.393 31744.230 14840.612 9487.935 6025.867 1930.676 9331.771 6104.003 10413.471
72 nan 619791.562 1118914.000 1298263.625 722172.938 428026.625 527011.250 448183.531 299495.406 105420.594 52356.902 25421.963 22641.029 31505.721 29896.324 60414.516 61837.602 40829.848 38393.145 12468.190 18674.508 24376.326 20116.773 4788.952 18150.170 8054.593 23924.830 24876.721 14347.098 13439.095 14773.171 2826.904
73 nan 639682.688 1068305.500 1143019.125 681035.062 458077.125 563283.938 425312.312 284330.438 107004.328 68885.727 35447.051 35816.590 25616.268 33958.367 35916.262 34912.867 41465.676 30270.143 29596.195 24966.967 23069.383 24322.570 13439.581 23636.133 22800.223 16116.162 11581.355 15795.741 3454.571 8510.837 12066.845
74 nan 610667.375 981463.250 1178371.125 757790.688 436890.812 504035.688 411689.312 287728.969 136989.094 43251.527 23542.521 10938.085 20223.752 25356.861 40532.547 34655.441 37529.535 44900.156 32006.221 31993.758 19915.643 17568.232 13480.000 18078.904 16829.873 19211.977 15298.278 8321.124 5468.084 17725.258 10315.735
75 nan 599676.562 976263.375 1304130.500 803263.188 504591.406 487526.969 386078.375 286156.281 134613.109 50262.000 21807.814 6219.871 7382.472 27318.145 54445.199 41912.258 31414.387 50847.816 38324.707 39411.207 28501.643 13691.078 19439.943 12495.129 11518.583 14132.446 11453.465 11121.075 10073.313 8175.742 5778.964
76 nan 619113.938 956931.375 1177842.250 783858.062 476859.875 424738.688 456799.875 299898.969 143229.391 57188.188 26728.719 27770.398 18616.221 26798.131 44051.527 51849.074 34313.098 35656.387 20607.896 21112.674 15427.568 12496.301 20025.939 16196.531 13684.233 22513.359 17597.053 16619.156 6409.066 12624.656 11591.966
77 nan 662062.875 975570.750 1142196.875 753644.562 544187.750 505756.188 456846.188 275406.219 159450.406 49687.828 41124.496 20230.768 15698.702 19948.549 31686.592 56765.965 21180.727 30573.625 28493.500 27959.438 21045.326 12572.241 34141.227 13104.146 9935.963 21787.764 23206.949 4873.439 10140.228 7130.906 7584.705
78 nan 664770.562 890039.750 1264976.875 882228.750 533644.562 470065.688 469364.375 242171.094 176537.141 79230.062 28004.625 6297.970 18546.133 20955.895 29365.752 73810.008 60707.547 34373.391 27762.061 34620.695 31668.188 13560.845 14377.662 16241.932 11790.332 13433.246 10834.726 12007.037 24825.406 17280.105 13298.254
79 nan 656703.938 931430.438 1353822.250 998405.250 548524.062 490364.312 445123.812 307599.125 159970.312 51069.676 21269.264 8667.284 16481.111 6826.874 21683.836 23049.389 75815.430 47559.688 21689.326 36223.883 33034.109 31655.658 28693.168 22017.951 14933.903 18737.289 13039.810 10784.212 6227.836 5271.357 25889.898
80 nan 670495.312 1007752.812 1212480.125 931306.938 600269.938 514291.000 449235.875 323095.188 173010.047 73254.484 30858.857 14350.388 7646.188 4864.473 8719.038 15456.403 16727.600 18173.289 10418.240 32966.949 22000.564 41174.633 26149.080 8864.894 20063.709 9557.312 22589.691 28609.764 18136.320 9418.954 24450.398
81 nan 675088.062 807560.438 1100621.875 1081659.875 628874.375 459157.375 422154.500 315317.281 150679.844 88532.523 33365.320 15302.327 6513.050 1448.063 10536.957 14173.345 11951.138 5491.798 25140.445 32712.924 16993.498 29995.262 21471.076 30570.162 30468.201 40878.488 64904.973 49547.809 46561.816 54752.973 75208.523
82 nan 723371.062 784055.375 1279996.000 1029103.438 531069.438 422702.375 450252.969 278747.125 199229.438 71857.648 21295.264 15207.944 5014.372 5258.617 11262.480 19784.117 16470.221 22419.787 24730.639 19056.736 19101.232 10989.134 17379.871 10916.880 22444.820 10793.407 11925.983 13052.613 5815.229 6577.487 8942.959
83 nan 750147.688 786720.438 1180090.875 1020610.375 542666.750 455033.531 424546.125 318848.219 189149.047 90019.906 21009.674 10837.814 4669.566 6334.588 12461.544 30593.592 16251.000 25765.096 29622.342 38618.168 18847.129 20730.586 9174.601 6765.782 5265.804 8632.626 8414.104 14199.382 7900.723 5661.849 4257.960
84 nan 714524.625 781070.062 1056070.125 1053692.875 666259.312 438523.906 385810.219 361912.500 140177.797 70892.906 31403.227 18942.744 5024.254 0.000 8707.456 24774.701 39866.641 24230.424 12602.879 30263.076 20767.877 15210.497 14094.163 10396.350 24671.000 15535.997 16396.818 5567.657 7561.461 12086.459 6541.355
85 nan 640444.750 707438.750 1044966.625 984798.438 544429.125 443524.406 399400.312 292091.625 173050.406 73491.773 23748.049 8889.603 9401.926 4811.105 27740.506 23648.076 11720.159 14357.725 30837.580 15041.375 17869.352 19218.012 18934.705 15018.710 20577.420 20710.973 16318.812 8066.795 9303.663 11692.810 9781.730
86 nan 646131.375 697941.062 933592.750 1014055.750 576940.500 479134.031 362549.688 310362.219 172812.062 70426.961 29318.551 13814.381 4992.495 15109.496 13492.379 30644.580 27165.883 35209.473 36809.500 15781.850 17335.379 18055.820 18185.330 19283.330 8341.803 2755.048 11245.749 14053.781 8137.356 11852.145 4779.338
87 nan 643117.875 696414.125 795674.625 982717.438 592684.688 388603.719 357634.094 326445.531 142200.719 77046.625 26166.525 11345.194 8817.586 19005.348 15056.663 28081.219 28247.412 25662.258 30584.475 35724.500 16915.898 12381.193 18567.498 6382.614 8669.240 12723.812 4357.511 6350.117 19008.816 12647.988 6669.713
88 nan 581107.750 598952.188 868566.938 927345.438 612121.438 381229.219 391263.031 306654.781 161896.625 88923.523 23299.611 6457.689 24868.781 15596.645 16499.887 31709.145 31548.748 40275.500 48047.535 18317.391 20281.992 19932.135 15034.657 22193.291 7564.159 10801.997 12704.844 9230.788 6704.186 5140.310 8263.778
89 nan 672144.188 647294.250 749914.938 880324.000 709905.938 397926.094 312174.969 295567.156 146687.891 90941.188 17719.336 11892.206 14412.163 15903.499 23054.820 20159.064 16729.316 24723.217 28848.908 21670.508 25563.012 5458.541 14785.350 9296.671 8635.215 12147.788 6887.191 13820.707 9931.187 12394.760 12036.421
90 nan 719998.062 652681.938 826477.000 867928.812 678155.188 461214.906 385055.188 279792.500 198997.984 107967.492 23347.465 4548.156 9875.500 8917.652 9210.327 7847.119 22365.154 23708.111 20367.564 22991.346 14833.428 26900.420 23849.900 16378.044 11683.001 9325.097 7491.114 11580.423 4388.866 3857.141 6061.876
91 nan 666568.125 639483.562 764811.750 958006.812 726772.062 383040.219 397340.594 245360.016 176647.297 56852.562 14621.153 7772.213 6312.310 3930.235 5496.105 23904.482 12419.128 17847.188 25606.523 42539.754 15159.324 13281.168 14118.662 19949.602 8497.651 6645.403 1921.766 4617.701 4762.292 5598.851 929.997
92 nan 676545.375 665390.750 662847.562 862922.000 674786.750 342703.219 338087.281 281663.656 172254.938 74851.602 23833.969 5018.013 12475.491 8077.544 7615.957 8468.293 23054.527 20714.584 17049.592 18557.295 13521.193 19934.877 3939.030 16075.578 12647.512 23759.639 8992.324 2627.001 3019.822 11946.040 11144.488
93 nan 657499.312 718900.750 686485.812 867378.812 645711.250 475331.594 283532.969 301182.938 160663.141 49947.090 28910.014 16601.674 8686.465 6945.967 8915.206 17310.771 14136.441 14978.481 24889.299 15046.243 5557.056 7588.545 9562.616 17514.299 10701.027 10812.483 4088.162 10203.555 10502.578 6672.157 9270.577
94 nan 577556.750 690200.562 702204.000 805011.562 690713.125 331779.906 308270.625 310352.219 175422.453 77916.570 16407.289 21449.180 8724.655 4442.178 10942.093 18497.480 16904.707 19557.090 25281.193 24345.545 11869.577 17154.311 13001.884 7554.161 14913.137 16055.263 15453.479 3426.527 8170.347 32936.234 10757.819
95 nan 640441.250 638929.688 727305.938 773376.250 667216.062 382592.188 324309.562 312448.312 222306.094 79041.500 43368.879 11998.369 1972.984 1427.903 6074.490 11445.046 9401.543 7216.881 26477.736 13837.216 27132.523 5284.574 8966.793 6962.212 25849.387 11536.187 9919.290 1516.345 4334.489 12907.400 10286.926
96 nan 604420.562 586967.250 663735.250 762891.250 651857.312 395072.781 342879.125 316089.438 159695.609 96654.820 23285.889 11483.074 4564.659 4886.536 9703.733 11871.740 7947.903 4103.656 21446.561 18839.697 11882.731 11806.090 26073.443 32220.992 23069.855 16452.031 14672.512 18070.959 15918.848 14478.574 22831.250
97 nan 603562.062 708505.438 587964.812 720729.250 705897.938 421907.094 283886.812 285267.281 175000.750 83809.430 45264.215 3942.271 1297.937 7489.750 0.000 7906.081 13475.863 17328.191 15985.733 18448.467 18046.732 14183.806 14792.843 20989.727 8818.390 14067.947 4216.148 10346.121 4733.975 2844.856 1887.522
98 nan 658018.188 710541.938 689335.562 783376.375 623747.438 443516.375 365363.250 288563.625 138634.750 69169.555 41163.215 11453.685 9837.700 6292.379 10267.079 5351.564 11075.733 35348.203 14222.306 17151.508 10981.366 14688.937 17642.928 23570.852 12264.243 11975.851 10466.217 10743.840 5671.364 14155.301 11654.634
99 nan 648779.875 639027.438 591736.750 750886.438 681407.750 445975.969 335824.969 279510.781 172727.875 99502.367 26613.537 14954.559 8378.885 10083.987 16452.268 23798.887 28813.654 28891.664 15831.843 22140.680 14040.551 20900.623 15465.010 14592.854 4608.536 11649.340 7532.650 12731.624 8375.061 3376.759 4004.706
100 nan 630297.250 656347.312 616680.062 808790.062 694933.312 435850.969 375994.500 291402.781 194099.688 82923.430 29133.094 3250.943 8305.750 8599.128 6323.943 1878.037 14068.094 10410.393 30847.131 29387.863 23060.854 13992.993 16784.480 20682.744 15811.144 16166.851 14583.749 9743.868 18151.055 4276.015 12256.563
101 nan 651741.562 728578.875 627965.625 687632.562 656288.250 525223.500 297181.844 265682.125 183712.594 78365.570 38811.902 9652.056 5736.543 11049.991 5511.026 3560.995 2996.748 8092.794 2257.704 3318.117 2124.836 8496.429 2825.708 11298.031 15807.812 18257.066 13787.469 26610.244 16610.627 23883.820 35965.266
102 nan 636734.250 757409.375 605645.812 755669.750 639350.938 423943.125 314545.969 277082.344 193197.641 82201.586 25809.969 10105.604 9012.421 3174.890 6300.076 0.000 2299.009 10393.010 5128.127 23893.664 18669.979 10516.753 5453.950 19043.002 21737.031 9010.431 24287.682 32182.250 15165.574 27784.627 67715.586
103 nan 672613.875 736734.438 633151.438 629417.438 623688.062 530866.750 337728.469 228305.516 233814.438 116445.492 36675.078 15058.222 8938.408 4473.424 711.182 3596.513 3518.616 16576.123 9696.595 8322.629 11941.733 11859.709 8431.694 12001.188 18947.389 10492.780 9874.251 12521.088 12172.199 11416.344 12268.251
104 nan 634990.000 720988.000 627353.062 622451.312 687210.562 508450.469 308878.969 294044.375 230574.688 105611.398 29135.668 15877.815 3957.206 4400.350 1259.726 697.491 8323.440 9038.395 9414.777 15475.838 8680.460 5550.914 9484.836 8446.124 14105.581 9214.566 10548.022 23257.400 7380.398 8909.958 7155.036
105 nan 656649.438 693478.938 755325.250 680434.438 772256.000 514672.281 301323.469 259507.250 197725.641 98398.805 37299.379 8106.522 1445.115 4933.036 8758.004 5385.524 8130.971 4562.201 10259.420 6186.934 6121.328 620.224 10035.635 17058.016 7242.717 22207.305 21163.600 35196.949 19410.270 24736.283 31435.531
106 nan 596825.188 683126.688 665868.938 680779.750 686855.250 513884.875 306489.719 211665.547 194426.062 115793.281 46755.262 20659.871 10146.953 1245.609 2392.462 5143.754 3646.793 1339.197 6903.142 5000.054 15667.731 5369.745 23354.842 14895.903 19788.451 22185.779 16646.791 25344.883 44397.691 13677.475 11633.152
107 nan 648174.938 767518.438 671545.750 614658.250 640561.062 533511.188 353124.219 248337.016 218047.203 134864.141 35438.301 12194.794 7641.933 0.000 2459.369 4957.451 5530.783 3452.692 7513.196 6134.952 4921.864 6922.983 18974.363 20011.738 16742.684 26977.844 32654.744 24933.643 14691.762 28047.779 11653.446
108 nan 551986.750 693434.625 680661.188 714202.938 633895.312 516363.188 301914.469 273108.781 196291.703 109872.102 40158.730 22989.988 4495.722 7535.665 6300.076 9082.595 0.000 4590.616 0.000 1269.091 7073.234 2729.271 9388.787 8155.758 11715.817 17701.232 20581.953 14449.218 21848.643 16388.701 12930.301
109 nan 570837.625 732485.438 616297.875 493928.281 706395.625 590394.062 415048.031 279432.344 212351.344 120672.570 57418.773 6611.914 7091.596 6945.967 3829.756 3581.880 0.000 9087.342 6711.359 4403.593 0.000 11570.769 1688.811 8687.439 7060.786 15289.801 9849.548 10171.715 24480.314 11182.915 29649.164
110 nan 673843.938 712613.125 627565.000 587150.312 599180.375 522042.312 353210.938 232477.656 177331.141 111455.805 45723.051 7276.124 3957.206 6981.362 3697.862 3024.485 4139.109 4739.157 7778.514 9903.141 8787.960 11159.578 14802.965 12917.088 16368.125 13439.609 14741.207 25324.844 11085.944 13409.491 18012.051
111 nan 675431.188 672638.688 736617.000 665038.125 589164.812 494833.469 338997.375 337979.625 215404.016 78000.125 27775.037 26039.664 1297.937 3159.700 4506.215 6651.100 0.000 3447.550 11999.105 8959.395 10566.916 2706.700 17867.357 9148.527 22663.430 21947.793 8377.801 8975.813 23279.420 9540.324 11983.682
112 nan 568013.562 711753.750 625215.062 640971.000 587849.875 496284.094 399045.469 278056.031 214556.406 131154.688 49780.000 11166.509 4475.331 703.877 2483.237 7143.508 9503.694 669.599 2207.366 7235.289 3883.674 5342.925 8949.737 1798.321 589.830 8445.129 5100.122 6303.353 6616.415 6213.183 15775.438
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114 nan 720052.938 706111.188 757448.562 640223.875 721293.938 529813.938 350464.969 264093.094 219586.609 107495.125 69970.875 17965.129 6506.021 3696.473 10486.399 6258.545 2363.302 4151.246 4538.193 2831.695 2819.506 5887.539 12473.691 6703.564 15455.300 3701.268 16532.287 2863.367 8644.243 14014.241 12552.865
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119 nan 604863.125 578697.812 729725.000 767233.000 626879.625 504539.281 458828.500 262967.469 187438.641 126616.195 76984.195 32369.801 12141.307 7421.635 12805.069 5958.387 7019.089 2315.570 3397.948 2426.850 2124.836 2910.440 3186.781 3116.836 7043.176 12428.875 10706.029 0.000 4500.564 1094.259 11684.065
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121 nan 557635.500 551956.938 650400.062 676626.438 654904.562 545158.562 478832.500 343818.719 208686.484 139802.109 89809.367 44284.766 11174.062 8159.440 2392.462 0.000 4749.540 2266.623 2929.016 4412.272 614.049 3805.312 4331.271 2016.547 9996.952 9881.300 46381.270 88425.422 80574.500 70855.625 75155.961
122 nan 589461.312 617501.250 762474.812 695329.562 618575.000 508242.906 406193.406 319471.781 195144.641 142392.500 123174.305 39326.551 11174.042 1245.609 4830.598 4752.239 0.000 8636.347 4518.603 3433.869 3875.274 2099.488 1640.820 2055.044 2039.717 3957.234 10722.431 3889.579 10133.010 12977.296 5506.431
123 nan 580723.500 666344.062 715283.438 648414.500 634291.375 465932.969 422226.312 265849.969 183696.406 158517.000 88124.688 38092.395 16471.381 6888.950 12278.249 8495.039 0.000 3587.186 4518.603 6877.483 0.000 4231.302 5823.831 3703.646 573.415 2008.516 1965.592 2906.599 10537.923 6525.970 4185.261
124 nan 618608.250 535342.875 643509.125 729180.688 580790.562 558779.250 479741.594 296993.719 208377.656 160509.609 91413.492 20773.883 7123.220 4963.762 3170.551 4811.939 3539.021 5700.125 4518.603 10096.603 1086.646 4185.964 2089.165 4657.713 2574.056 9910.798 2941.250 14384.449 11314.733 17264.023 25651.189
125 nan 587554.438 560117.562 629765.375 664857.438 612785.062 548751.750 462471.531 302082.031 215158.703 128712.672 137948.078 59229.301 21970.875 15124.344 7223.096 2361.039 3489.065 2266.623 2929.016 5529.934 1118.810 4212.784 0.000 3194.642 11678.415 14855.285 19948.064 25705.688 33154.941 44814.965 46992.266
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127 nan 694221.562 525117.750 593773.750 677233.938 658034.062 526623.625 428907.594 300720.562 176152.672 159758.141 99013.320 44443.527 32388.904 2673.513 0.000 5982.428 6516.808 6356.231 656.160 6534.833 6506.606 10662.570 5327.449 10742.515 21676.100 21874.170 9669.490 27297.494 44601.445 44389.348 44474.477
128 nan 754791.562 517712.906 580447.000 607539.750 671229.250 576796.562 402854.219 390780.469 276399.531 152961.641 98974.195 50379.738 23237.143 12050.790 7313.835 0.000 4706.201 5817.278 10655.872 1894.683 3252.048 1098.612 3098.419 5227.863 7987.189 16331.906 16026.077 30685.732 37887.789 40045.898 44077.035
129 nan 710882.562 477220.781 536067.875 711364.062 593330.500 553231.812 473519.312 393887.312 223079.453 147883.875 101811.797 43270.219 19635.018 8706.770 5558.142 7149.631 3539.021 0.000 2925.257 625.592 5553.492 8345.995 10024.531 38037.285 48001.754 71222.211 62308.391 94247.742 87260.758 74991.570 157329.734
130 nan 670030.062 566937.062 541374.438 570309.375 593677.188 578687.250 500716.594 378426.719 240912.688 156025.250 97747.805 69304.344 29423.752 10184.882 3661.647 9525.304 10538.293 1151.972 1162.265 2225.317 4917.539 12638.506 18585.986 24952.318 66902.344 72025.602 60893.887 45103.141 65234.039 77242.156 73376.594
131 nan 796311.062 565116.938 479977.000 621716.500 578718.562 544876.375 481252.000 408633.219 223074.562 130740.250 65085.566 51279.703 29006.158 6933.435 21421.439 8253.843 5788.074 0.000 4067.931 3332.388 11828.919 6909.972 22815.479 16842.805 35975.707 35535.863 55366.863 85975.742 67331.719 63116.074 66680.211
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135 nan 962096.438 601209.438 554030.062 504069.219 618193.625 528956.438 441170.375 328262.812 235089.891 161582.938 103807.242 48852.484 26772.779 9608.906 3615.973 4758.431 4763.937 4582.193 1766.751 4329.586 2797.028 2144.826 6869.964 1031.267 6066.320 2589.323 1921.766 13285.287 6640.463 9315.152 14308.575
136 nan 833692.000 623058.000 535834.250 549319.438 640051.125 521212.594 489565.781 312694.469 197629.703 155009.844 102384.297 38465.133 19181.377 1282.478 3719.096 4752.239 2299.009 7600.154 6303.615 7684.058 5585.650 4278.883 3111.203 4140.162 5076.562 3529.918 1958.454 1516.345 5712.016 5169.595 7474.775
137 nan 764070.375 694986.188 449777.094 470926.719 611173.375 510125.188 428348.906 362079.812 254194.938 146672.125 114950.344 46488.117 19203.273 11278.118 10411.107 5928.288 3553.418 0.000 637.899 643.500 3224.735 8451.124 2096.780 599.437 1163.245 5886.021 5534.229 1110.649 9319.457 6533.350 1818.525
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262 nan 1373579.875 1697563.500 1386471.625 880391.812 539514.750 559906.188 490410.031 394664.594 315065.188 157321.344 129420.125 94256.070 90061.820 76543.961 63747.516 28219.232 33111.559 31245.076 22265.076 22491.582 24620.102 20047.119 29506.361 24761.943 27155.705 23713.795 21786.508 22183.850 25420.074 21935.033 21333.281
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275 nan 2130667.000 2630968.250 2639281.750 1699487.125 972564.438 764730.250 610209.750 488669.781 413416.906 273313.750 198987.750 117163.398 53919.551 16805.150 27520.580 60660.215 41932.957 49339.965 44663.328 42131.578 76534.930 58679.277 39664.531 41459.391 36643.359 43808.082 47810.777 31566.062 25178.133 22921.215 24931.994
276 nan 1962460.375 2608406.250 2833022.500 1859235.250 1087960.125 772668.250 640436.062 604654.812 498816.094 250284.000 132097.766 77420.195 57124.961 51169.797 71622.172 58930.664 88872.898 70111.203 55401.984 15946.696 32081.283 38368.457 26216.189 29823.574 24277.898 19064.242 19086.852 23075.066 16336.376 25096.512 13270.649
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278 nan 1906132.750 2623840.250 2812692.500 1883202.375 1026143.188 906240.938 754391.062 602176.000 382118.625 199545.797 93778.492 86066.430 91707.148 83396.398 112582.156 71776.195 57961.859 41053.742 42279.695 30421.221 21678.100 29515.592 49601.488 33542.211 30048.842 35646.727 25959.654 23179.830 25240.758 28944.717 23399.395
279 nan 1950959.250 2615714.000 2853267.750 1786667.250 1007196.562 865527.062 811316.000 639944.938 378884.000 196934.594 127492.547 51651.223 94763.578 86166.055 126644.031 47209.754 39870.418 46057.148 37336.273 53531.312 20646.420 42164.895 33549.422 39785.422 48730.703 69338.805 26043.537 28079.143 27891.074 38617.117 14706.978
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281 nan 1905666.125 2517567.750 2882405.500 1800393.625 980745.250 869347.812 752372.000 607629.938 339279.031 214723.344 104588.047 76236.219 123790.469 115881.945 96405.578 76712.930 60036.977 46812.465 35566.598 26386.867 31942.930 45413.176 54369.238 41904.785 54664.336 33847.590 21101.279 37316.281 37157.871 17150.080 43732.711
282 nan 1859265.250 2622307.250 2920585.750 1949707.125 1068838.375 1057678.875 851816.812 594013.188 332830.531 212757.594 85915.094 89906.055 101409.594 130875.594 92613.914 41064.496 53275.715 49819.109 37599.223 51718.848 41806.539 47706.965 41478.176 47259.590 52224.973 54500.363 42180.805 26913.908 32125.062 34772.371 28789.912
283 nan 1898617.125 2579683.750 2906881.000 1800537.250 1103055.875 943727.188 830818.188 561994.062 327761.938 196686.500 73379.508 105239.492 111678.430 104348.320 72678.609 59062.625 44012.676 37293.141 55137.613 35049.543 49374.234 45133.152 47804.688 41409.559 54797.309 34744.660 68384.719 46235.102 29660.369 30811.574 57970.527
284 nan 1909825.500 2528058.750 2926901.000 1765989.250 1030683.812 931975.562 774608.375 593888.875 306354.469 134856.781 101092.883 66107.641 125442.469 137858.344 77000.844 73411.867 61274.547 49392.859 45994.004 38962.039 40770.848 30264.906 50466.602 35692.484 50568.438 40124.590 44525.922 40185.984 44257.297 33452.949 28903.725
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286 nan 1796283.625 2584970.250 3063251.000 1669069.625 1095407.625 956462.250 904329.438 549830.062 281894.719 181780.609 106673.383 122990.680 123471.648 133080.438 72937.688 53033.172 40380.746 47194.418 50651.203 54058.426 45393.453 34648.359 42493.250 30640.389 41578.422 45488.012 44673.285 37042.078 32488.023 26735.301 30550.426
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288 nan 1844494.125 2325053.000 3031274.750 1646125.125 1141288.750 956660.375 801751.000 541806.188 255860.641 187046.656 87721.039 149182.672 168452.016 143835.641 63827.648 38927.664 49375.863 55324.602 53349.590 54407.152 44802.590 42368.152 48549.223 52273.234 30547.395 38094.828 33815.926 57942.926 42262.410 38029.578 46498.703
289 nan 1844589.875 2445810.750 2870796.500 1878868.750 1093006.250 1035965.938 918223.562 571201.562 273390.969 181573.766 110131.328 153441.594 154557.016 112647.305 76977.742 35697.793 46383.016 38413.465 45845.453 52553.512 30658.619 52178.598 49448.113 47290.090 43676.660 47422.340 41049.832 54365.359 50135.734 31075.188 32337.176
290 nan 1800669.125 2326264.000 3044541.250 1741438.500 1192563.625 990561.438 872181.000 531750.500 280501.500 161944.359 99621.719 123153.719 133654.969 84061.133 74531.547 45254.887 77129.508 34115.016 45914.625 64221.012 36002.879 61196.012 40145.715 52948.379 42427.953 48485.051 50876.023 48471.516 37894.156 48724.539 37801.711
291 nan 1846533.125 2237696.750 3048994.500 1813010.750 1077171.875 1082370.375 758770.125 556032.438 284907.719 199164.703 95946.508 124549.180 130012.406 95945.523 78916.078 48279.590 62767.375 33151.090 37177.828 51555.148 49291.461 48386.336 50200.004 67523.211 54378.277 63873.453 60068.660 40572.418 46855.215 28938.205 25448.850
292 nan 1815597.625 2188361.000 3054915.250 1841923.500 1160242.875 1051950.125 827477.812 532888.938 259153.406 145528.297 91427.695 119939.445 158975.516 86238.203 69593.977 61280.672 52794.641 44660.547 46490.324 37626.059 73857.062 56633.578 70708.258 58094.777 60291.910 59039.012 37257.777 58412.773 45894.754 43098.762 54330.684
293 nan 1674132.000 2178583.000 3158455.250 1818415.250 1118511.875 1024794.938 832879.188 443395.969 313066.031 177636.875 100721.805 142748.547 92731.609 89069.766 91933.945 67338.258 58038.688 52005.129 42875.809 68954.305 72505.062 71815.656 56590.711 70338.930 51741.422 65214.828 68490.281 42287.754 51066.262 52864.652 29482.914
294 nan 1744929.625 2195492.750 2997669.000 1781301.125 1230525.875 1082409.375 833261.812 445388.094 281452.969 192212.266 133598.516 175899.344 117673.367 91926.297 72618.445 56724.688 59902.238 64859.691 85428.102 38367.027 58060.449 63266.227 59553.309 62297.777 65653.820 70083.922 81853.828 47922.703 43861.160 52431.184 44048.797
295 nan 1675180.375 2171032.250 3013881.250 1812469.625 1106471.750 1064564.750 792637.188 461120.469 278142.469 172655.234 137448.625 152581.703 132948.219 96969.422 82781.867 70157.117 36991.586 55068.137 68687.227 76868.492 60769.449 67865.234 53696.074 50680.750 69497.906 49235.152 79157.523 59644.391 59424.434 59144.434 53575.125
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297 nan 1709906.875 2079360.125 2971460.250 1832871.125 1213177.875 1079008.875 814815.000 465340.688 274910.875 141521.656 140877.500 193738.734 140616.828 69957.695 87372.398 78958.352 40211.598 65972.992 60007.648 65715.242 78960.078 110037.383 99468.602 77029.852 82444.969 62690.938 54861.422 70115.820 45474.473 41486.156 54809.637
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299 nan 1721117.500 2001469.500 2980176.500 1812220.875 1185560.375 1133801.625 807329.250 450232.281 241071.406 107419.680 152132.688 176475.781 133490.109 92529.117 64538.523 63460.664 49330.152 71796.055 97513.719 102621.969 83297.297 70661.414 85908.617 65458.648 83365.117 66830.969 46491.766 67906.906 50790.676 34962.438 34189.527
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301 nan 1710041.625 1879353.625 3083533.000 1967920.125 1280469.500 1163814.250 798692.562 492041.000 290259.031 146291.844 183710.328 198717.641 130509.320 81725.375 69765.828 80833.562 54039.898 123608.078 137320.500 106580.773 65987.414 98988.273 57275.176 55816.387 64587.000 59200.039 64040.961 45005.328 36367.648 46436.828 34522.871
302 nan 1589467.875 2005182.750 3064328.250 1934685.875 1360640.625 1104606.625 833721.062 451612.688 255167.594 134597.109 223462.094 193315.594 172792.250 77074.852 75766.852 69958.938 112874.883 118540.867 142344.984 128398.672 85685.117 64447.234 80805.219 80825.281 86952.648 57702.098 53533.801 58636.766 62605.336 44526.137 33601.641
303 nan 1664661.125 1772704.125 3066721.750 2084037.500 1223188.500 1105071.000 750747.938 453513.594 285721.094 145745.500 207340.734 171669.609 148714.781 87057.500 80217.883 77947.180 126066.328 114843.594 113266.555 91464.531 104495.617 86543.789 61037.402 47182.688 83266.531 71311.969 56626.527 44543.758 45083.004 44687.387 41386.797
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306 nan 1604234.375 1824119.500 2857944.750 2159879.500 1429905.375 1134351.500 908595.562 366243.562 256785.516 167129.531 246376.984 153607.562 156396.672 116756.797 114742.453 133048.562 162713.031 228310.594 152234.812 105127.852 101964.453 89518.789 72763.102 63866.977 60984.012 77629.883 59297.562 57860.938 37048.168 41649.523 35720.738
307 nan 1503344.750 1672512.500 2929082.750 2127399.250 1342387.125 1150344.125 859935.000 407782.719 183162.875 164271.859 221332.453 170532.188 121568.922 86282.008 114956.648 118811.945 172338.266 141937.234 116946.273 101522.328 96099.070 84066.289 77299.617 78825.156 69068.305 60224.723 51824.527 43886.770 53702.203 37012.703 46011.348
308 nan 1610940.875 1560968.500 2841047.500 2215083.750 1423949.125 1205241.875 788567.062 504246.719 253851.438 223811.094 206126.016 179830.234 131812.766 96791.508 114323.750 115008.000 174985.234 141682.984 164476.391 87842.977 61225.598 70446.688 70107.750 63030.484 75736.562 41537.867 60516.285 59489.785 66308.633 43974.477 59321.312
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310 nan 1460632.000 1522872.000 2835725.500 2339125.750 1395822.125 1283210.500 939518.000 422629.219 230603.609 203508.062 240147.453 193991.391 138262.047 127680.633 107513.297 174643.891 191651.250 169722.516 102575.281 87223.586 92355.602 50744.938 75630.617 55629.879 48681.652 80491.797 63880.676 50174.938 64603.746 52818.523 49664.199
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312 nan 1510272.750 1411027.250 2751775.250 2325543.000 1487378.500 1356726.750 794708.438 486563.312 273039.531 221893.688 171258.516 211215.984 147563.953 106759.500 118636.492 155690.297 166946.188 90521.945 100175.992 72062.055 72643.133 87693.445 57549.703 67670.281 65055.246 50644.859 64046.852 53686.926 56391.734 57248.289 54899.363
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318 nan 1484263.500 1269282.125 2087541.625 2421385.000 1585722.125 1293885.125 918562.750 403756.719 247310.312 284792.000 252578.766 202772.547 142502.641 149725.062 168379.766 100313.469 70991.266 87524.156 102517.375 68756.172 57113.660 77124.680 66843.430 64535.625 80773.492 90920.250 65263.996 86018.055 59412.578 68026.500 66873.508
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493 nan 263534.438 1020699.188 1293422.125 801855.062 339276.219 207684.000 221186.562 214567.453 200008.703 185970.938 203441.641 219362.344 243143.250 222841.641 179767.656 163077.922 180693.984 104382.672 176900.688 133853.703 109506.344 130387.617 143941.016 151503.219 106452.148 113912.992 138612.391 100530.633 83543.805 108942.148 59185.516
494 nan 297571.906 1018464.812 1515054.500 809387.938 315625.812 240587.891 211130.344 169781.656 177033.453 254464.234 227282.859 209222.453 142664.391 168865.359 142013.516 167285.562 168266.922 139908.438 122983.375 139375.797 134472.734 122843.203 151004.641 100843.023 110090.672 105861.492 70260.719 105198.281 100830.047 98558.125 64911.648
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497 nan 247914.906 1076528.125 1988759.875 985325.625 273519.656 156406.172 181385.266 186330.250 146280.797 155277.812 182583.234 171023.109 136673.203 131088.609 140909.078 113472.883 138196.047 135658.984 127008.250 132747.641 124036.555 89003.219 101781.328 82898.875 85636.484 90085.430 73530.469 77871.188 86791.188 75157.305 59964.977
498 nan 202308.562 1220918.500 2093622.500 999165.938 362005.344 151887.562 126801.469 149661.578 183478.094 111498.617 169282.828 124560.422 181880.609 166969.984 140388.203 164945.594 121070.398 121044.203 119040.758 143634.328 116785.500 97517.945 109734.180 86785.648 97172.047 102871.375 92415.523 69530.250 66071.594 75983.219 67029.281
499 nan 242715.453 1227116.875 2102712.250 993413.938 314051.906 173722.953 124423.180 142184.734 123910.594 176005.172 182743.438 129424.977 150749.734 146798.984 130003.242 128555.719 147579.547 99183.445 104190.680 98520.492 87807.961 130366.445 106396.148 105332.070 90092.508 97359.242 85337.188 76719.797 92028.031 69210.930 54713.387
500 nan 224881.312 1046571.938 2330662.250 1118521.500 310969.594 141436.188 121689.148 162326.500 159224.312 163722.766 156809.641 140380.203 142980.641 129985.195 107396.273 133910.938 129154.758 113368.367 138776.125 108295.719 86394.430 73427.219 125015.180 112512.305 77367.688 85287.055 81489.945 86081.523 67520.070 63879.352 77720.969
501 nan 266425.125 1083077.625 2721694.500 1188287.500 422847.375 184404.484 137885.984 117783.398 191019.859 156807.078 109851.172 150623.016 135833.859 90823.383 107167.125 90081.359 96329.797 148727.250 88726.742 113408.547 94686.398 102318.719 64305.852 106973.828 83923.742 85401.008 78040.508 63980.352 87572.773 65043.684 56563.027
502 nan 267216.750 1212588.500 2821754.250 1128041.500 371773.125 173019.969 143055.797 120460.500 163437.734 190907.859 156003.000 120228.617 148739.438 114353.008 124626.328 96500.703 91778.477 98384.594 91362.164 102195.055 75671.406 101500.320 71316.102 77931.719 65485.500 92732.555 71669.141 56625.066 86383.430 80528.734 99578.172
503 nan 287370.531 993445.188 2770927.750 1203981.125 382978.688 195189.859 127602.117 124085.625 177753.359 183577.016 128927.633 80613.055 93931.180 110901.344 122154.578 75042.945 96923.453 78767.070 99984.031 98180.000 97103.453 81076.109 76803.516 78760.570 84724.641 61867.621 74955.820 62908.246 79308.492 50793.371 63008.953
504 nan 300200.875 881674.188 2878410.000 1433746.625 380376.844 131749.438 111642.172 101401.469 146636.422 137240.688 127469.828 127054.383 89832.141 106606.750 128354.750 78244.719 100814.867 63025.500 90510.133 63426.473 74211.453 66423.445 79112.672 72881.578 76384.250 67782.758 70104.609 65603.742 84479.141 74368.844 55905.988
505 nan 365787.500 900002.250 3040766.500 1504078.500 370777.000 185157.422 109652.898 119016.453 149759.266 154018.312 109744.195 93879.203 99812.000 93647.102 102408.008 105816.055 89292.367 80274.055 86955.969 92588.406 71421.102 101351.852 78558.812 70310.461 69242.773 50520.676 61779.391 61243.000 57822.121 46941.090 57936.887
506 nan 406128.688 829024.750 2939852.250 1490940.375 442113.719 169114.297 117817.227 86257.508 153627.953 132511.109 121514.922 82128.633 114593.328 84704.109 89443.289 95160.742 85292.758 86376.891 96779.383 91108.461 70086.766 60043.773 85722.320 58694.613 82475.680 80444.680 61098.086 75693.094 80776.320 78975.695 62152.566
507 nan 509990.500 807073.625 2660012.250 1746994.875 485889.094 204370.047 97599.094 95993.070 172403.562 117326.367 122946.898 92492.555 79197.289 89110.633 122255.828 83766.945 96519.102 69778.891 73690.820 81563.930 67197.016 85181.719 74156.445 54498.164 60670.953 64931.391 60477.523 79594.242 71761.281 59859.887 53187.766
508 nan 591036.062 776921.000 2880443.500 1573543.625 460647.312 177714.891 107407.695 114679.773 180035.391 131914.609 93286.445 106005.203 96219.508 80908.930 91479.016 81056.375 95214.258 115272.250 74250.055 84597.648 65519.051 61046.090 68375.875 89492.992 55362.777 65218.828 45346.871 62567.238 62294.496 62094.812 50360.352
509 nan 671181.750 734779.688 2766677.000 1744455.125 492131.219 147643.391 133243.062 97782.195 132212.516 158222.766 129231.797 93778.500 91283.359 66459.539 68532.297 80442.016 70654.320 69276.688 103296.695 58858.441 76414.133 68457.969 67217.594 55138.023 44880.664 79272.781 55264.762 64913.125 57318.191 67277.164 52244.348
510 nan 751936.000 720872.250 2723123.000 1762706.125 560927.125 206903.500 97902.578 100364.883 173816.266 143096.938 155428.312 72689.617 88139.422 78836.352 69993.141 73399.781 80028.844 73738.367 69503.133 63898.188 84676.164 57444.125 65865.594 63553.227 58324.828 61813.484 64719.215 67886.070 54418.578 77852.750 67751.633
511 nan 830732.625 661709.250 2423897.250 1771234.375 496390.031 183539.266 123075.148 112428.547 149491.109 143673.000 131676.859 104204.344 76387.633 51805.836 86264.906 77816.484 87346.516 73085.938 56999.988 88331.305 60178.172 68215.531 74148.984 51020.812 64996.914 58501.191 65816.445 61676.863 64566.426 60355.875 58435.777
512 nan 1025197.250 628394.812 2356247.000 2002788.500 664719.312 164984.109 84248.477 85576.602 154502.000 137964.922 97223.977 92645.805 77075.055 82697.422 84456.031 65653.656 61751.586 63030.562 62059.598 74078.992 54956.715 71389.406 52055.973 71094.438 66617.781 60561.953 72028.617 75780.695 45299.926 59394.266 61910.629
513 nan 1092720.125 568121.250 2258458.500 2009061.250 590947.188 143000.016 108108.672 113349.703 192357.484 147004.125 88202.008 92717.109 66903.539 83055.445 109056.398 71184.633 63687.387 68474.461 60872.535 75602.914 46502.949 50562.301 75740.328 65079.984 59384.613 51177.973 65144.254 71327.391 61705.203 67029.320 58058.402
514 nan 1208154.375 568269.500 2014280.125 2073213.625 657834.438 171845.016 100975.297 111748.094 161822.094 153408.125 94028.750 123166.297 62454.102 69221.367 96746.648 87583.547 71737.430 78022.117 81908.953 52857.984 81880.320 59690.297 76271.086 73647.047 87296.469 62148.809 72814.422 81579.164 81137.539 65725.336 74378.484
515 nan 1317302.250 527052.938 1966856.875 2039189.500 731985.750 234410.859 74693.914 150667.891 175547.188 147025.047 99053.703 88558.430 76184.930 67419.281 80155.734 61255.684 84107.188 51499.371 60550.875 72898.570 51435.996 69087.219 58103.500 101434.703 92833.914 96132.422 65010.441 68769.594 44656.566 53735.477 40589.168
516 nan 1545727.625 665267.938 1841683.500 2112783.000 831717.000 240259.938 102309.992 136087.375 176344.141 140087.641 93781.062 90411.594 78246.180 96774.625 60704.250 70639.117 88896.742 82353.594 60122.953 46242.141 52811.449 67927.258 82750.547 83125.570 87390.367 55732.891 66670.695 53154.941 50296.227 62411.246 78646.039
517 nan 1533770.875 655025.875 1895106.125 2003105.500 814139.250 186118.141 102212.250 134654.359 188364.188 180032.641 67509.266 79888.688 109510.781 102679.070 91795.656 93010.438 69719.242 70447.602 69331.094 59590.547 65817.000 66826.344 76624.773 60207.984 61169.160 61769.789 53913.359 63023.375 55681.609 57928.898 54116.961
518 nan 1611951.125 615633.562 1837558.750 2107885.000 689351.375 226768.391 107989.445 128186.227 193912.297 142355.734 113902.453 68041.992 85472.250 102917.969 83417.531 106110.453 67448.750 71221.406 57961.359 61631.746 59621.426 58836.160 58809.898 65633.828 60858.379 80856.555 73088.438 79138.398 87443.516 99753.633 75525.383
519 nan 1615676.375 630884.875 1509678.750 2020905.875 794837.250 226858.297 94529.594 111993.008 214068.188 160073.703 73202.234 75257.406 85545.805 92782.266 88997.539 62743.637 57200.012 68507.461 73487.531 65909.984 65559.719 73988.094 52096.516 76279.211 66191.789 83712.125 80012.406 57337.688 88281.258 102096.906 79729.523
520 nan 1547681.625 617038.938 1363105.875 2084683.500 892441.062 230818.547 133591.875 126656.398 213795.938 134620.938 71805.656 92004.602 102813.344 94103.594 89787.852 55213.312 69590.312 55592.703 77235.320 62704.977 75834.609 53670.016 76037.695 74603.820 93638.008 85689.656 112024.945 67222.594 83951.516 77238.633 90024.625
521 nan 1524408.000 647207.188 1261076.500 2017781.250 932814.062 253000.234 93685.898 131364.484 179767.766 130822.570 97517.180 90839.625 102222.000 109328.047 92653.297 81998.672 88936.570 55880.422 68194.945 78365.445 70134.094 80308.406 68548.977 73260.625 55421.527 69503.258 78455.492 66888.711 62668.777 40855.484 35184.781
522 nan 1624719.625 706299.938 1205171.250 1940710.875 934670.438 256391.859 118591.578 124437.695 234510.453 165750.219 82586.602 93678.820 131052.844 121153.750 89170.797 102055.320 71096.359 80606.016 73655.531 100269.258 76726.328 66095.055 68123.836 65123.172 53361.535 66328.852 50250.004 48689.836 53557.715 55544.141 45050.637
523 nan 1765512.125 860317.188 1131342.375 2053417.875 980892.938 247083.984 124503.094 125584.930 226077.891 100831.422 109359.648 88043.328 150549.375 121670.852 93773.805 99396.125 104851.922 86360.719 88921.250 75929.125 68814.461 77044.445 67485.742 66119.914 89133.734 78516.633 64312.566 68047.664 53418.137 59188.812 48223.004
524 nan 1922191.125 904808.938 1021589.250 1876268.000 934275.438 279528.844 89069.477 170499.188 205368.344 133455.000 106961.352 119011.055 160622.297 135904.672 141612.984 131556.156 80918.594 101055.719 78887.484 84044.094 73942.750 79866.664 78271.367 83633.383 73495.898 67637.617 68919.492 81796.945 77902.570 52039.559 60648.973
525 nan 1864983.625 928354.750 1092817.125 1896283.500 1019632.750 334800.812 73032.594 166266.656 242939.094 101692.883 110879.844 97382.703 159494.312 143492.391 144848.359 117016.406 99575.250 77487.031 73616.320 95933.008 100473.172 110534.406 111661.023 86904.742 65888.344 102882.281 48984.000 70170.727 85872.922 92432.641 61162.090
526 nan 1967970.375 1053279.750 1045004.625 1885107.250 980153.938 315600.625 134174.438 123989.148 222153.953 139626.359 89364.633 136548.391 175482.531 162733.188 148914.156 121616.008 114768.367 106958.383 86251.586 88770.070 105275.156 85870.258 80604.094 65768.391 63900.312 78272.148 67608.555 81719.469 58777.312 82830.523 98626.430
527 nan 2007812.125 1224978.250 1106191.375 1872761.250 1075542.125 347360.500 147749.391 179146.562 253409.953 166548.328 111354.250 178058.312 178173.203 140894.344 127789.820 136845.203 106391.844 85193.812 94200.281 122404.797 60198.359 77838.359 100169.648 84429.852 77368.469 91019.883 74345.000 61527.227 65268.285 73824.359 67432.469
528 nan 1992036.375 1239407.500 1070773.500 1871520.125 1158030.875 335310.188 128924.555 154419.984 213900.547 175917.422 109145.453 136255.922 123237.250 146086.156 134771.078 150173.109 99460.977 94120.211 128900.547 109785.406 80402.305 87073.367 52298.973 66724.727 87210.664 75747.172 69494.414 80910.234 72133.289 71300.141 70096.703
529 nan 2004807.250 1246792.500 1004049.062 1751790.500 1171191.625 368806.156 131579.484 196576.094 236736.562 167703.078 121584.008 126437.445 109184.867 133276.328 139177.406 128999.953 131526.312 100082.406 77631.203 99023.453 83478.250 77052.781 97030.328 81896.008 66748.969 49463.273 71932.508 71156.945 69312.297 74330.898 60313.566
530 nan 1930577.250 1427983.375 907613.938 1703740.000 1213686.125 330972.469 132516.234 139425.266 208345.047 210124.641 183644.156 176316.703 154008.469 123846.844 189094.984 114180.469 124075.867 101573.477 93099.375 78643.781 74218.625 65677.562 88917.344 70073.570 82025.023 67784.633 78004.461 57805.988 51904.402 58170.398 47039.496
531 nan 1982198.750 1510522.625 920418.062 1705799.125 1174957.875 320228.531 144417.938 173031.047 292046.031 231003.453 171260.938 157972.422 212017.062 167644.438 145964.141 129812.203 164935.672 120310.523 110294.867 86199.594 70094.055 61474.039 56064.941 68761.242 63609.738 75158.078 61930.176 76110.531 64045.387 40314.109 59490.953
532 nan 1986063.250 1584367.875 868562.750 1560093.500 1144391.750 323648.469 138095.969 189324.688 206875.938 186104.891 136940.578 149370.266 157923.781 170945.109 124138.883 145287.062 141227.938 112923.102 120518.633 76973.281 68559.625 48054.504 78020.969 71469.445 79726.719 62814.016 62486.223 57318.391 62930.016 81594.781 46722.559
533 nan 2007704.875 1429988.500 918621.188 1586028.750 1216639.625 315278.625 194921.500 195133.906 240638.016 198089.516 174534.875 179940.891 185916.016 206105.906 174448.672 152252.703 157997.406 136790.953 106257.117 70107.656 67945.406 80677.070 93386.094 61196.852 83360.648 91362.656 83486.266 57509.121 57493.016 52569.059 69346.289
534 nan 1987483.500 1522368.625 906290.938 1465235.875 1079772.125 340012.469 143533.125 171890.984 214665.516 214154.766 189107.422 155241.422 149871.078 189130.125 202270.484 119811.398 147894.594 114648.844 124372.367 92887.016 61247.961 71470.961 62801.984 78496.094 71504.281 86332.641 59132.961 59222.301 57892.703 71840.750 55157.613
535 nan 2093308.875 1567607.250 943094.438 1570408.000 1149215.875 362203.469 158708.250 243115.109 218092.109 195429.438 188171.031 187130.281 154265.438 219626.344 231725.094 169004.281 130134.117 116366.906 146782.109 116097.773 64880.066 67978.789 79037.742 54817.691 73602.992 64669.227 72005.336 52497.266 69044.344 38177.152 60563.062
536 nan 2009562.875 1607401.875 946183.562 1385801.750 1185527.375 297126.781 137629.859 200305.109 258740.438 203038.609 190250.109 184216.984 167855.828 222548.391 212108.266 139158.250 136489.484 114780.203 120244.078 101537.719 69992.867 67441.094 97767.758 78003.242 64520.137 70819.461 69605.219 55409.801 49217.324 73865.656 57518.648
537 nan 1981547.250 1715741.250 926470.938 1343968.750 1183130.500 381746.125 146803.312 202549.266 246660.703 199522.047 205668.000 173367.547 175680.375 226640.344 207517.938 155382.516 133398.203 137760.516 128049.227 105227.750 75209.344 69963.039 80460.391 103023.492 83521.242 80731.289 73378.422 69252.977 73855.719 49130.762 40406.441
538 nan 2002893.250 1655178.375 959736.750 1498214.250 1210034.750 387487.906 159619.000 193058.797 228456.062 203310.953 212011.000 239118.438 199221.344 212558.266 176655.562 136578.812 158485.062 93989.172 111209.617 115706.469 75131.102 93028.469 68207.078 78689.766 88870.297 57658.660 68321.078 75974.719 44654.273 59861.926 68693.930
539 nan 1908114.375 1671322.875 984129.000 1360466.125 1209353.500 400460.500 162809.953 175512.125 213540.453 232249.641 190958.609 197849.547 227972.453 192922.000 165544.484 154964.062 132606.594 103666.820 117307.953 74140.570 81541.625 97663.531 67819.992 73639.406 61456.875 80130.070 69992.688 58939.898 58028.125 53688.176 59291.191
540 nan 2160240.750 1633833.250 989260.188 1351721.875 1130549.750 421213.531 161576.891 222057.109 175046.828 217550.984 248980.594 268627.062 223126.406 196794.203 202128.562 193743.234 137385.828 130206.180 109720.883 91265.992 82252.148 91456.344 75839.688 62890.141 97577.695 63811.750 91370.391 76227.758 72403.273 48484.023 47626.305
541 nan 2167074.000 1680877.625 967654.562 1241805.500 1250336.125 424100.875 137819.828 223667.797 244692.844 239564.906 238950.234 288098.938 261591.859 198621.594 234971.703 153983.594 143632.500 147706.797 125835.469 114903.273 90964.297 97942.383 91256.461 68483.688 85999.633 78016.609 76223.266 50270.191 75374.312 54866.875 56274.062
542 nan 1909945.250 1657664.875 1039160.438 1478051.125 1196285.000 410898.031 208410.953 249286.359 176639.516 216569.797 215509.250 280757.375 199231.391 249822.016 216692.562 181008.625 167058.766 119916.203 120214.648 113957.102 95058.906 44661.793 71311.703 83800.727 86513.641 50027.410 78826.102 85076.477 58815.613 58381.715 50150.852
543 nan 1838526.000 1693690.500 1016853.250 1242376.875 1154844.500 454768.031 190712.203 239223.641 265822.188 230322.016 275393.812 289006.906 198113.406 215497.109 220889.844 175998.500 148759.812 166756.328 113637.398 105028.695 87085.422 87109.609 90479.945 60585.738 77493.930 57543.777 58941.527 41172.867 78483.117 56876.086 58470.887
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598 nan 1441538.500 1783711.125 1468141.250 1081133.500 1024551.750 653758.938 301628.781 251741.438 280077.656 324712.125 325928.375 287891.375 182226.234 151894.438 112240.180 92422.414 64285.262 61262.426 49309.184 41066.547 37055.254 28181.818 45338.441 24682.539 14560.577 17124.148 13048.921 12868.978 15704.970 10411.840 6148.530
599 nan 1432276.750 1832041.875 1340898.500 1007527.750 1112253.875 661048.250 240452.594 207819.062 222839.500 200246.594 341138.969 253791.547 223968.984 172753.578 99022.742 69034.609 81282.102 54035.102 53167.438 30152.262 44976.371 41288.965 20717.305 19270.818 33039.988 15406.142 20802.518 10756.790 11133.631 9361.802 3869.316
600 nan 1382353.875 1915056.875 1516034.625 981781.375 1080243.125 609505.562 274666.781 212587.500 282377.781 248837.688 303014.469 251285.641 226359.141 149491.328 117495.242 60568.449 58521.824 56389.438 40825.508 37091.949 18516.533 24323.039 26348.213 27180.627 31649.393 17337.277 19036.719 11545.887 22463.877 6930.066 8308.681 No newline at end of file
@@ -1,156 +1,159
1 1
2 2 ## core - CMakeLists.txt
3 3 STRING(TOLOWER ${CMAKE_PROJECT_NAME} LIBRARY_PREFFIX)
4 4 SET(SQPCORE_LIBRARY_NAME "${LIBRARY_PREFFIX}_core${DEBUG_SUFFIX}")
5 5 SET(SOURCES_DIR "${CMAKE_CURRENT_SOURCE_DIR}/src/")
6 6 SET(INCLUDES_DIR "${CMAKE_CURRENT_SOURCE_DIR}/include/")
7 SET(TESTS_RESOURCES_DIR "${CMAKE_CURRENT_SOURCE_DIR}/tests-resources")
7 8
8 9 # Include core directory
9 10 include_directories("${INCLUDES_DIR}")
10 11
11 12 # Set a variable to display a warning in the version files.
12 13 SET(SCIQLOP_CMAKE_GENERATION_WARNING "DON'T CHANGE THIS FILE. AUTOGENERATED BY CMAKE.")
13 14 # Generate the version file from the cmake version variables. The version
14 15 # variables are defined in the cmake/sciqlop_version.cmake file.
15 16 CONFIGURE_FILE("${CMAKE_CURRENT_SOURCE_DIR}/resources/Version.h.in"
16 17 "${INCLUDES_DIR}/Version.h")
17 18 CONFIGURE_FILE("${CMAKE_CURRENT_SOURCE_DIR}/resources/Version.cpp.in"
18 19 "${SOURCES_DIR}/Version.cpp")
19 20
20 21 # Find dependent modules
21 22 find_package(sciqlop-plugin)
22 23 INCLUDE_DIRECTORIES(${SCIQLOP-PLUGIN_INCLUDE_DIR})
23 24
24 25 #
25 26 # Find Qt modules
26 27 #
27 28 SCIQLOP_FIND_QT(Core Network)
28 29
29 30 #
30 31 # Compile the library library
31 32 #
32 33
33 34 ADD_DEFINITIONS(-DCORE_LIB)
34 35
35 36 FILE (GLOB_RECURSE MODULE_SOURCES
36 37 ${INCLUDES_DIR}/*.h
37 38 ${SOURCES_DIR}/*.c
38 39 ${SOURCES_DIR}/*.cpp
39 40 ${SOURCES_DIR}/*.h)
40 41
41 42 ADD_LIBRARY(${SQPCORE_LIBRARY_NAME} ${MODULE_SOURCES})
42 43 set_property(TARGET ${SQPCORE_LIBRARY_NAME} PROPERTY CXX_STANDARD 14)
43 44 set_property(TARGET ${SQPCORE_LIBRARY_NAME} PROPERTY CXX_STANDARD_REQUIRED ON)
44 45 TARGET_LINK_LIBRARIES(${SQPCORE_LIBRARY_NAME})
45 46 qt5_use_modules(${SQPCORE_LIBRARY_NAME} Core Network)
46 47
47 48 INSTALL(TARGETS ${SQPCORE_LIBRARY_NAME}
48 49 RUNTIME DESTINATION ${INSTALL_BINARY_DIR}
49 50 LIBRARY DESTINATION ${INSTALL_LIBRARY_DIR}
50 51 ARCHIVE DESTINATION ${INSTALL_LIBRARY_DIR}
51 52 )
52 53
53 54 # From cmake documentation: http://www.cmake.org/cmake/help/v3.0/manual/cmake-buildsystem.7.html
54 55 # Entries in the COMPILE_DEFINITIONS are prefixed with -D or /D and added to the compile line in an unspecified order.
55 56 # The DEFINE_SYMBOL target property is also added as a compile definition as a special convenience case for SHARED and MODULE library targets
56 57 IF(BUILD_SHARED_LIBS)
57 58 SET_TARGET_PROPERTIES(${SQPCORE_LIBRARY_NAME} PROPERTIES COMPILE_DEFINITIONS "SCIQLOP_EXPORT")
58 59 ELSE()
59 60 TARGET_COMPILE_DEFINITIONS(${SQPCORE_LIBRARY_NAME} PUBLIC "SCIQLOP_STATIC_LIBRARIES")
60 61 ENDIF()
61 62
62 63 # Set the variable to parent scope so that the other projects can copy the
63 64 # dependent shared libraries
64 65 SCIQLOP_SET_TO_PARENT_SCOPE(SQPCORE_LIBRARY_NAME)
65 66
66 67 # Copy extern shared libraries to the lib folder
67 68 SCIQLOP_COPY_TO_TARGET(LIBRARY ${SQPCORE_LIBRARY_NAME} ${EXTERN_SHARED_LIBRARIES})
68 69
69 70 # Add the files to the list of files to be analyzed
70 71 LIST(APPEND CHECKSTYLE_INPUT_FILES ${MODULE_SOURCES})
71 72 SCIQLOP_SET_TO_PARENT_SCOPE(CHECKSTYLE_INPUT_FILES)
72 73 # Vera++ exclusion files
73 74 LIST(APPEND CHECKSTYLE_EXCLUSION_FILES ${CMAKE_CURRENT_SOURCE_DIR}/vera-exclusions/exclusions.txt)
74 75 SCIQLOP_SET_TO_PARENT_SCOPE(CHECKSTYLE_EXCLUSION_FILES)
75 76
76 77 #
77 78 # Compile the tests
78 79 #
79 80 IF(BUILD_TESTS)
80 81 INCLUDE_DIRECTORIES(${SOURCES_DIR})
81 82 FILE (GLOB_RECURSE TESTS_SOURCES ${CMAKE_CURRENT_SOURCE_DIR}/Test*.cpp)
82 83 FILE (GLOB_RECURSE TESTS_HEADERS ${CMAKE_CURRENT_SOURCE_DIR}/Test*.h)
83 84 SET( TEST_LIBRARIES ${SQPCORE_LIBRARY_NAME})
84 85
85 86 SET(TARGETS_COV)
86 87 FOREACH( testFile ${TESTS_SOURCES} )
87 88 GET_FILENAME_COMPONENT( testDirectory ${testFile} DIRECTORY )
88 89 GET_FILENAME_COMPONENT( testName ${testFile} NAME_WE )
89 90
90 91 # Add to the list of sources files all the sources in the same
91 92 # directory that aren't another test
92 93 FILE (GLOB currentTestSources
93 94 ${testDirectory}/*.c
94 95 ${testDirectory}/*.cpp
95 96 ${testDirectory}/*.h)
96 97 LIST (REMOVE_ITEM currentTestSources ${TESTS_SOURCES})
97 98 # LIST (REMOVE_ITEM currentTestSources ${TESTS_HEADERS})
98 99
99 100 ADD_EXECUTABLE(${testName} ${testFile} ${currentTestSources})
100 101 set_property(TARGET ${testName} PROPERTY CXX_STANDARD 14)
101 102 set_property(TARGET ${testName} PROPERTY CXX_STANDARD_REQUIRED ON)
102 103 TARGET_LINK_LIBRARIES( ${testName} ${TEST_LIBRARIES} )
103 104 qt5_use_modules(${testName} Test)
104 105
105 106 ADD_TEST( NAME ${testName} COMMAND ${testName} )
106 107
107 108 SCIQLOP_COPY_TO_TARGET(RUNTIME ${testName} ${EXTERN_SHARED_LIBRARIES})
108 109 set(Coverage_NAME ${testName})
109 110 if(UNIX)
110 111 SETUP_TARGET_FOR_COVERAGE(TARGET ${testName}_coverage OUTPUT ${testFile}-path NAME ${testFile} EXECUTABLE ${testName})
111 112 LIST( APPEND TARGETS_COV ${testName}_coverage)
112 113 endif(UNIX)
113 114
114 115 ENDFOREACH( testFile )
115 116
116 117 add_custom_target(coverage)
117 118
118 119 FOREACH( target_cov ${TARGETS_COV} )
119 120 add_custom_command(TARGET coverage PRE_BUILD COMMAND make ${target_cov})
120 121 ENDFOREACH( target_cov )
121 122
122 123 LIST(APPEND testFilesToFormat ${TESTS_SOURCES})
123 124 LIST(APPEND testFilesToFormat ${TESTS_HEADERS})
124 125 LIST(APPEND FORMATTING_INPUT_FILES ${testFilesToFormat})
125 126 SCIQLOP_SET_TO_PARENT_SCOPE(FORMATTING_INPUT_FILES)
127
128 ADD_DEFINITIONS(-DCORE_TESTS_RESOURCES_DIR="${TESTS_RESOURCES_DIR}")
126 129 ENDIF(BUILD_TESTS)
127 130
128 131 #
129 132 # Set the files that must be formatted by clang-format.
130 133 #
131 134 LIST (APPEND FORMATTING_INPUT_FILES ${MODULE_SOURCES})
132 135 SCIQLOP_SET_TO_PARENT_SCOPE(FORMATTING_INPUT_FILES)
133 136
134 137 #
135 138 # Set the directories that doxygen must browse to generate the
136 139 # documentation.
137 140 #
138 141 # Source directories:
139 142 LIST (APPEND DOXYGEN_INPUT_DIRS "${CMAKE_CURRENT_SOURCE_DIR}/docs")
140 143 LIST (APPEND DOXYGEN_INPUT_DIRS "${CMAKE_CURRENT_SOURCE_DIR}/src")
141 144 SCIQLOP_SET_TO_PARENT_SCOPE(DOXYGEN_INPUT_DIRS)
142 145 # Source directories to exclude from the documentation generation
143 146 #LIST (APPEND DOXYGEN_EXCLUDE_PATTERNS "${CMAKE_CURRENT_SOURCE_DIR}/path/to/subdir/*")
144 147 SCIQLOP_SET_TO_PARENT_SCOPE(DOXYGEN_EXCLUDE_PATTERNS)
145 148
146 149 #
147 150 # Set the directories with the sources to analyze and propagate the
148 151 # modification to the parent scope
149 152 #
150 153 # Source directories to analyze:
151 154 LIST (APPEND ANALYSIS_INPUT_DIRS "${CMAKE_CURRENT_SOURCE_DIR}/src")
152 155 LIST (APPEND ANALYSIS_INPUT_DIRS "${CMAKE_CURRENT_SOURCE_DIR}/tests")
153 156 SCIQLOP_SET_TO_PARENT_SCOPE(ANALYSIS_INPUT_DIRS)
154 157 # Source directories to exclude from the analysis
155 158 #LIST (APPEND ANALYSIS_EXCLUDE_DIRS "${CMAKE_CURRENT_SOURCE_DIR}/path/to/subdir")
156 159 SCIQLOP_SET_TO_PARENT_SCOPE(ANALYSIS_EXCLUDE_DIRS)
@@ -1,108 +1,206
1 1 #include <Data/DataSeriesUtils.h>
2 2
3 3 #include <QObject>
4 4 #include <QtTest>
5 5
6 namespace {
7
8 /// Path for resources
9 const auto TESTS_RESOURCES_PATH
10 = QFileInfo{QString{CORE_TESTS_RESOURCES_DIR}, "TestDataSeriesUtils"}.absoluteFilePath();
11
12 QString inputFilePath(const QString &inputFileName)
13 {
14 return QFileInfo{TESTS_RESOURCES_PATH, inputFileName}.absoluteFilePath();
15 }
16
17 } // namespace
18
6 19 class TestDataSeriesUtils : public QObject {
7 20 Q_OBJECT
8 21
9 22 private slots:
23 /// Tests @sa DataSeriesUtils::thresholds() method
24 void testThresholds_data();
25 void testThresholds();
26
10 27 /// Tests @sa DataSeriesUtils::fillDataHoles() method
11 28 void testFillDataHoles_data();
12 29 void testFillDataHoles();
13 30 };
14 31
15 32 void TestDataSeriesUtils::testFillDataHoles_data()
16 33 {
17 34 QTest::addColumn<std::vector<double> >("xAxisData");
18 35 QTest::addColumn<std::vector<double> >("valuesData");
19 36 QTest::addColumn<double>("resolution");
20 37 QTest::addColumn<double>("fillValue");
21 38 QTest::addColumn<double>("minBound");
22 39 QTest::addColumn<double>("maxBound");
23 40 QTest::addColumn<std::vector<double> >(
24 41 "expectedXAxisData"); // expected x-axis data after filling holes
25 42 QTest::addColumn<std::vector<double> >(
26 43 "expectedValuesData"); // expected values data after filling holes
27 44
28 45 auto nan = std::numeric_limits<double>::quiet_NaN();
29 46
30 47 QTest::newRow("fillDataHoles (basic case)")
31 48 << std::vector<double>{0., 1., 5., 7., 14.} << std::vector<double>{0., 1., 2., 3., 4.} << 2.
32 49 << nan << nan << nan << std::vector<double>{0., 1., 3., 5., 7., 9., 11., 13., 14.}
33 50 << std::vector<double>{0., 1., nan, 2., 3., nan, nan, nan, 4.};
34 51
35 52 QTest::newRow("fillDataHoles (change nb components)")
36 53 << std::vector<double>{0., 1., 5., 7., 14.}
37 54 << std::vector<double>{0., 1., 2., 3., 4., 5., 6., 7., 8., 9.} << 2. << nan << nan << nan
38 55 << std::vector<double>{0., 1., 3., 5., 7., 9., 11., 13., 14.}
39 56 << std::vector<double>{0., 1., 2., 3., nan, nan, 4., 5., 6.,
40 57 7., nan, nan, nan, nan, nan, nan, 8., 9.};
41 58
42 59 QTest::newRow("fillDataHoles (change resolution)")
43 60 << std::vector<double>{0., 1., 5., 7., 14.} << std::vector<double>{0., 1., 2., 3., 4.}
44 61 << 1.5 << nan << nan << nan
45 62 << std::vector<double>{0., 1., 2.5, 4., 5., 6.5, 7., 8.5, 10., 11.5, 13., 14.}
46 63 << std::vector<double>{0., 1., nan, nan, 2., nan, 3., nan, nan, nan, nan, 4.};
47 64
48 65 QTest::newRow("fillDataHoles (with no data (no changes made))")
49 66 << std::vector<double>{} << std::vector<double>{} << 2. << nan << nan << nan
50 67 << std::vector<double>{} << std::vector<double>{};
51 68
52 69 QTest::newRow("fillDataHoles (with no resolution (no changes made))")
53 70 << std::vector<double>{0., 1., 5., 7., 14.} << std::vector<double>{0., 1., 2., 3., 4.} << 0.
54 71 << nan << nan << nan << std::vector<double>{0., 1., 5., 7., 14.}
55 72 << std::vector<double>{0., 1., 2., 3., 4.};
56 73
57 74 QTest::newRow("fillDataHoles (change fill value)")
58 75 << std::vector<double>{0., 1., 5., 7., 14.} << std::vector<double>{0., 1., 2., 3., 4.} << 2.
59 76 << -1. << nan << nan << std::vector<double>{0., 1., 3., 5., 7., 9., 11., 13., 14.}
60 77 << std::vector<double>{0., 1., -1., 2., 3., -1., -1., -1., 4.};
61 78
62 79 QTest::newRow("fillDataHoles (add data holes to the beginning)")
63 80 << std::vector<double>{5., 7., 9., 11., 13.} << std::vector<double>{0., 1., 2., 3., 4.}
64 81 << 2. << nan << 0. << nan << std::vector<double>{1., 3., 5., 7., 9., 11., 13.}
65 82 << std::vector<double>{nan, nan, 0., 1., 2., 3., 4.};
66 83
67 84 QTest::newRow("fillDataHoles (add data holes to the end)")
68 85 << std::vector<double>{5., 7., 9., 11., 13.} << std::vector<double>{0., 1., 2., 3., 4.}
69 86 << 2. << nan << nan << 21. << std::vector<double>{5., 7., 9., 11., 13., 15., 17., 19., 21.}
70 87 << std::vector<double>{0., 1., 2., 3., 4., nan, nan, nan, nan};
71 88
72 89 QTest::newRow("fillDataHoles (invalid min/max bounds (no changes made))")
73 90 << std::vector<double>{5., 7., 9., 11., 13.} << std::vector<double>{0., 1., 2., 3., 4.}
74 91 << 2. << nan << 8. << 13. << std::vector<double>{5., 7., 9., 11., 13.}
75 92 << std::vector<double>{0., 1., 2., 3., 4.};
76 93 }
77 94
78 95 void TestDataSeriesUtils::testFillDataHoles()
79 96 {
80 97 QFETCH(std::vector<double>, xAxisData);
81 98 QFETCH(std::vector<double>, valuesData);
82 99 QFETCH(double, resolution);
83 100 QFETCH(double, fillValue);
84 101 QFETCH(double, minBound);
85 102 QFETCH(double, maxBound);
86 103
87 104 QFETCH(std::vector<double>, expectedXAxisData);
88 105 QFETCH(std::vector<double>, expectedValuesData);
89 106
90 107 // Executes method (xAxisData and valuesData are modified)
91 108 DataSeriesUtils::fillDataHoles(xAxisData, valuesData, resolution, fillValue, minBound,
92 109 maxBound);
93 110
94 111 // Checks results
95 112 auto equal = [](const auto &data, const auto &expectedData) {
96 113 // Compares with NaN values
97 114 return std::equal(data.begin(), data.end(), expectedData.begin(), expectedData.end(),
98 115 [](const auto &val, const auto &expectedVal) {
99 116 return (std::isnan(val) && std::isnan(expectedVal))
100 117 || val == expectedVal;
101 118 });
102 119 };
103 120 QVERIFY(equal(xAxisData, expectedXAxisData));
104 121 QVERIFY(equal(valuesData, expectedValuesData));
105 122 }
106 123
124 namespace {
125
126 const auto LINE_SEP = QRegularExpression{QStringLiteral("\\s+")};
127
128 std::vector<double> fromFile(const QString &filePath)
129 {
130 QFile file{filePath};
131
132 if (!file.open(QFile::ReadOnly | QIODevice::Text)) {
133 return {};
134 }
135
136 std::vector<double> result{};
137
138 QTextStream stream{&file};
139 QString line{};
140
141 while (stream.readLineInto(&line)) {
142 auto lineData = line.split(LINE_SEP, QString::SkipEmptyParts);
143
144 for (auto data : lineData) {
145 bool valueOk;
146 auto value = data.toDouble(&valueOk);
147
148 result.push_back(valueOk ? value : std::numeric_limits<double>::quiet_NaN());
149 }
150 }
151
152 return result;
153 }
154
155 } // namespace
156
157 void TestDataSeriesUtils::testThresholds_data()
158 {
159 QTest::addColumn<std::vector<double> >("input");
160 QTest::addColumn<bool>("logarithmic");
161 QTest::addColumn<double>("expectedMinThreshold");
162 QTest::addColumn<double>("expectedMaxThreshold");
163
164 auto nan = std::numeric_limits<double>::quiet_NaN();
165
166 QTest::newRow("thresholds (basic case)")
167 << std::vector<double>{1., 2., 3., 4., 5., 6., 7., 8., 9., 10.} << false << 1. << 10.;
168
169 QTest::newRow("thresholds (with nan values)")
170 << std::vector<double>{nan, 2., 3., 4., 5., 6., 7., 8., 9., nan} << false << 2. << 9.;
171
172 QTest::newRow("thresholds (case with low values and aberrant value)")
173 << std::vector<double>{1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2.,
174 2., 2., 2., 2., 2., 2., 2., 2., 2., 2., 2., 2., 2., 2., 3., 3.,
175 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 100.}
176 << false << 1. << 47.073;
177
178 QTest::newRow("thresholds (empty data)") << std::vector<double>{} << false << nan << nan;
179 QTest::newRow("thresholds (only nan values)")
180 << std::vector<double>{nan, nan, nan, nan, nan} << false << nan << nan;
181
182 QTest::newRow("thresholds (from file with logarithmic scale)")
183 << fromFile(inputFilePath("TestThresholds.txt")) << true << 832.005 << 17655064.730;
184 }
185
186 void TestDataSeriesUtils::testThresholds()
187 {
188 QFETCH(std::vector<double>, input);
189 QFETCH(bool, logarithmic);
190 QFETCH(double, expectedMinThreshold);
191 QFETCH(double, expectedMaxThreshold);
192
193 double minThreshold, maxThreshold;
194 std::tie(minThreshold, maxThreshold)
195 = DataSeriesUtils::thresholds(input.begin(), input.end(), logarithmic);
196
197 auto compareWithNaN = [](const auto &v1, const auto &v2) {
198 return (std::isnan(v1) && std::isnan(v2)) || std::abs(v1 - v2) < 1e-3;
199 };
200
201 QVERIFY(compareWithNaN(minThreshold, expectedMinThreshold));
202 QVERIFY(compareWithNaN(maxThreshold, expectedMaxThreshold));
203 }
204
107 205 QTEST_MAIN(TestDataSeriesUtils)
108 206 #include "TestDataSeriesUtils.moc"
@@ -1,32 +1,33
1 1
2 2
3 3 tests = [
4 4 [['Common/TestStringUtils.cpp'],'test_string_utils','StringUtils test'],
5 5 [['Data/TestScalarSeries.cpp'],'test_scalar','ScalarSeries test'],
6 6 [['Data/TestSpectrogramSeries.cpp'],'test_spectrogram','SpectrogramSeries test'],
7 7 [['Data/TestVectorSeries.cpp'],'test_vector','VectorSeries test'],
8 8 [['Data/TestOneDimArrayData.cpp'],'test_1d','One Dim Array test'],
9 9 [['Data/TestOptionalAxis.cpp'],'test_optional_axis','OptionalAxis test'],
10 10 [['Data/TestTwoDimArrayData.cpp'],'test_2d','Two Dim Array test'],
11 11 [['Data/TestDataSeriesUtils.cpp'],'test_dataseries_util','Data series utils test'],
12 12 [['DataSource/TestDataSourceController.cpp'],'test_data_source','DataSourceController test'],
13 13 [['Variable/TestVariableCacheController.cpp'],'test_variable_cache','VariableCacheController test'],
14 14 [['Variable/TestVariable.cpp'],'test_variable','Variable test'],
15 15 [['Variable/TestVariableSync.cpp'],'test_variable_sync','Variable synchronization test']
16 16 ]
17 17
18 18 amdatest_sources = [
19 19 'Data/DataSeriesBuilders.h',
20 20 'Data/DataSeriesBuilders.cpp',
21 21 'Data/DataSeriesTestsUtils.h',
22 22 'Data/DataSeriesTestsUtils.cpp'
23 23 ]
24 24
25 25 foreach unit_test : tests
26 26 test_moc_files = qt5.preprocess(moc_sources : unit_test[0])
27 27 test_exe = executable(unit_test[1],unit_test[0] , test_moc_files,
28 28 dependencies : [sciqlop_core, qt5test],
29 cpp_args : ['-DCORE_TESTS_RESOURCES_DIR="'+meson.current_source_dir()+'/../tests-resources"'],
29 30 sources : [amdatest_sources])
30 31 test(unit_test[2], test_exe, args: ['-teamcity', '-o', '@0@.teamcity.txt'.format(unit_test[1])])
31 32 endforeach
32 33
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