How to use elapsed method in lisa

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Bridson_sampling.py

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1# -----------------------------------------------------------------------------2# From Numpy to Python3# Copyright (2017) Nicolas P. Rougier - BSD license4# More information at https:/​/​github.com/​rougier/​numpy-book5# -----------------------------------------------------------------------------6import numpy as np7import matplotlib.pyplot as plt8import math9import Bridson_Common10import datetime11from numba import prange, njit, jit, jit_module12@jit13def calculateParameters(xrange, yrange, radius=0, pointCount=0):14 perimeter = xrange * 2.0 + yrange * 2.015 # Determine the number of points on the perimeter and the radius.16 if pointCount == 0 and radius == 0:17 Exception("Define etiher pointCount or radius")18 elif pointCount == 0:19 pointCount = math.ceil(perimeter /​ radius)20 pointDistance = perimeter /​ pointCount21 else:22 pointDistance = perimeter /​ pointCount23 return pointDistance, pointCount24def Bridson_sampling(width=1.0, height=1.0, radius=0.025, k=20, existingPoints=[], mask=[]):25 # References: Fast Poisson Disk Sampling in Arbitrary Dimensions26 # Robert Bridson, SIGGRAPH, 200727 def squared_distance(p0, p1):28 return (p0[0]-p1[0])**2 + (p0[1]-p1[1])**229 def random_point_around(p, k=1):30 # WARNING: This is not uniform around p but we can live with it31 R = np.random.uniform(radius, 2*radius, k)32 T = np.random.uniform(0, 2*np.pi, k)33 P = np.empty((k, 2))34 P[:, 0] = p[0]+R*np.sin(T)35 P[:, 1] = p[1]+R*np.cos(T)36 return P37 def in_limits(p):38 return 0 <= p[0] < width and 0 <= p[1] < height39 def neighborhood(shape, index, n=2):40 row, col = index41 row0, row1 = max(row-n, 0), min(row+n+1, shape[0])42 col0, col1 = max(col-n, 0), min(col+n+1, shape[1])43 I = np.dstack(np.mgrid[row0:row1, col0:col1])44 I = I.reshape(I.size/​/​2, 2).tolist()45 I.remove([row, col])46 return I47 def in_neighborhood(p):48 i, j = int(p[0]/​cellsize), int(p[1]/​cellsize)49 if M[i, j]:50 return True51 for (i, j) in N[(i, j)]:52 if M[i, j] and squared_distance(p, P[i, j]) < squared_radius:53 return True54 return False55 def add_point(p):56 points.append(p.tolist())57 i, j = int(p[0]/​cellsize), int(p[1]/​cellsize)58 P[i, j], M[i, j] = p, True59 def in_mask(p, mask):60 if len(mask) > 0:61 # Bridson_Common.logDebug(__name__, "Length of Mask: ", p)62 # Will return true if the point references a pixel that has value 255.63 if mask[int(p[0]), int(p[1])] == 255:64 return True65 return False66 # Here `2` corresponds to the number of dimension67 cellsize = radius/​np.sqrt(2)68 rows = int(np.ceil(width/​cellsize))69 cols = int(np.ceil(height/​cellsize))70 # Squared radius because we'll compare squared distance71 squared_radius = radius*radius72 # Positions cells73 P = np.zeros((rows, cols, 2), dtype=np.float32)74 M = np.zeros((rows, cols), dtype=bool)75 # Cache generation for neighborhood76 N = {}77 for i in range(rows):78 for j in range(cols):79 N[(i, j)] = neighborhood(M.shape, (i, j), 2)80 points = []81 add_point( np.array([np.random.uniform(width), np.random.uniform(height)]) ) # Initial starting point seeding point. For some reason it is required.82 add_point(np.array([np.random.uniform(width), np.random.uniform(height)])) # Initial starting point seeding point. For some reason it is required.83 # Add existing points to the list.84 for point in existingPoints:85 add_point(point)86 # add_point((np.random.uniform(width), np.random.uniform(height)))87 while len(points):88 i = np.random.randint(len(points))89 p = points[i]90 # print("Bridson Disc point:", p)91 del points[i]92 Q = random_point_around(p, k)93 for q in Q:94 if in_limits(q) and not in_neighborhood(q) and not in_mask(q, mask):95 # if in_limits(q) and not in_neighborhood(q):96 add_point(q)97 return P[M]98@jit99def displayPoints(points, xrange, yrange):100 plt.figure()101 plt.subplot(1, 1, 1, aspect=1)102 plt.title('Display Points')103 # dradius = math.sqrt(2)104 # xrange, yrange = 10, 10105 X = [x for (x, y) in points]106 Y = [y for (x, y) in points]107 plt.scatter(X, Y, s=10)108 # plt.xlim(0, 1)109 # plt.ylim(0, 1)110 plt.xlim(-1, xrange+1)111 plt.ylim(-1, yrange+1)112 # Bridson_Common.logDebug(__name__, points)113 # plt.show()114@jit115def genSquarePerimeterPoints(xrange, yrange, pointCount=0, radius=0):116 perimeter = xrange*2.0 + yrange*2.0117 pointDistance, pointCount = calculateParameters(xrange, yrange, radius=radius, pointCount=pointCount)118 # Bridson_Common.logDebug(__name__, "Perimeter", perimeter)119 # Bridson_Common.logDebug(__name__, "PointDistance", pointDistance)120 deltax = pointDistance121 deltay = 0122 fudge = 0.001123 currentx = fudge124 currenty = 0125 points=[]126 # Start at 0,0.127 points.append([currentx, currenty])128 # Add points along the first X axis.129 while currentx < xrange:130 points.append([currentx, currenty])131 currentx += pointDistance132 # Transition to the first Y axis.133 # Bridson_Common.logDebug(__name__, "Transition to first y axis")134 # Bridson_Common.logDebug(__name__, "currentx", currentx, "currenty", currenty)135 currenty = abs(xrange - currentx)136 # Bridson_Common.logDebug(__name__, "newCurrentY", currenty)137 currentx = xrange - 0.01138 while currenty < yrange:139 points.append([currentx, currenty])140 currenty += pointDistance141 # Transition to the top X axis142 currentx = xrange - abs(yrange - currenty)143 currenty = yrange - fudge144 while currentx >= 0:145 points.append([currentx, currenty])146 currentx -= pointDistance147 # Transition to the final Y axis148 currenty = yrange - abs(0 - currentx)149 currentx = fudge150 while currenty > 0:151 points.append([currentx, currenty])152 currenty -= pointDistance153 # display the generated points.154 # displayPoints(points, xrange, yrange)155 return np.array(points)156def compareK(xrange, yrange):157 # Test quality of different k values.158 kMax = 100159 for kvalue in range(1,kMax):160 subtotal = 0161 totalTime = 0162 for i in range(5):163 points = np.array([])164 a = datetime.datetime.now()165 points = Bridson_sampling(width=xrange, height=yrange, radius=Bridson_Common.dradius, existingPoints=points, k=kvalue)166 b = datetime.datetime.now()167 print('dradius:', Bridson_Common.dradius, 'k:', kvalue, " -> point count:", len(points) , ' - ', datetime.datetime.now(), ' elapsed:', (b-a).microseconds, 'microseconds')168 totalTime += (b-a).microseconds169 subtotal += len(points)170 print('====== dradius:', Bridson_Common.dradius, 'k:', kvalue, " -> point count average:", subtotal/​5, ' - ', datetime.datetime.now(), ' average elapsed:', totalTime /​ 5, 'microseconds')171if __name__ == '__main__':172 # print("=======================================================================================================")173 # xrange, yrange = 50, 50174 # print('x, y:', xrange, ',', yrange)175 # compareK(xrange, yrange)176 #177 #178 # print("=======================================================================================================")179 # dradius = 2180 # xrange, yrange = 200, 200181 # print('x, y:', xrange, ',', yrange)182 # compareK(xrange, yrange)183 dradius = 2184 xrange, yrange = 50, 50185 points = np.array([])186 a = datetime.datetime.now()187 points = genSquarePerimeterPoints(xrange, yrange, radius=dradius)188 # Bridson_Common.logDebug(__name__, np.shape(points))189 b = datetime.datetime.now()190 Bridson_Common.determineRadius(xrange, yrange)191 points = Bridson_sampling(width=xrange, height=yrange, radius=Bridson_Common.dradius, existingPoints=points, k=20)192 c = datetime.datetime.now()193 # Bridson_Common.logDebug(__name__, np.shape(points))194 displayPoints(points, xrange, yrange)195 d = datetime.datetime.now()196 print("Gen Square:", (b-a).microseconds)197 print("Disc Sampling:", (c-b).microseconds)198 print("Display Points:", (d-c).microseconds)199 plt.show()200'''201Results from performance runs:202Divisor: 3.0203=======================================================================================================204x, y: 50 , 50205dradius: 1.5 k: 1 -> point count: 8 - 2021-02-24 00:29:17.960158 elapsed: 110446 microseconds206dradius: 1.5 k: 1 -> point count: 9 - 2021-02-24 00:29:18.032559 elapsed: 72333 microseconds207dradius: 1.5 k: 1 -> point count: 8 - 2021-02-24 00:29:18.131882 elapsed: 99268 microseconds208dradius: 1.5 k: 1 -> point count: 12 - 2021-02-24 00:29:18.204269 elapsed: 72332 microseconds209dradius: 1.5 k: 1 -> point count: 5 - 2021-02-24 00:29:18.301532 elapsed: 97203 microseconds210====== dradius: 1.5 k: 1 -> point count average: 8.4 - 2021-02-24 00:29:18.301576 average elapsed: 90316.4 microseconds211dradius: 1.5 k: 2 -> point count: 82 - 2021-02-24 00:29:18.408129 elapsed: 106505 microseconds212dradius: 1.5 k: 2 -> point count: 61 - 2021-02-24 00:29:18.485095 elapsed: 76905 microseconds213dradius: 1.5 k: 2 -> point count: 121 - 2021-02-24 00:29:18.592434 elapsed: 107285 microseconds214dradius: 1.5 k: 2 -> point count: 125 - 2021-02-24 00:29:18.670189 elapsed: 77701 microseconds215dradius: 1.5 k: 2 -> point count: 179 - 2021-02-24 00:29:18.779965 elapsed: 109722 microseconds216====== dradius: 1.5 k: 2 -> point count average: 113.6 - 2021-02-24 00:29:18.780022 average elapsed: 95623.6 microseconds217dradius: 1.5 k: 3 -> point count: 385 - 2021-02-24 00:29:18.900166 elapsed: 120094 microseconds218dradius: 1.5 k: 3 -> point count: 489 - 2021-02-24 00:29:18.997586 elapsed: 97363 microseconds219dradius: 1.5 k: 3 -> point count: 478 - 2021-02-24 00:29:19.125302 elapsed: 127649 microseconds220dradius: 1.5 k: 3 -> point count: 472 - 2021-02-24 00:29:19.219494 elapsed: 94103 microseconds221dradius: 1.5 k: 3 -> point count: 442 - 2021-02-24 00:29:19.338022 elapsed: 118471 microseconds222====== dradius: 1.5 k: 3 -> point count average: 453.2 - 2021-02-24 00:29:19.338076 average elapsed: 111536.0 microseconds223dradius: 1.5 k: 4 -> point count: 526 - 2021-02-24 00:29:19.473525 elapsed: 135403 microseconds224dradius: 1.5 k: 4 -> point count: 541 - 2021-02-24 00:29:19.575649 elapsed: 102064 microseconds225dradius: 1.5 k: 4 -> point count: 535 - 2021-02-24 00:29:19.706779 elapsed: 131071 microseconds226dradius: 1.5 k: 4 -> point count: 544 - 2021-02-24 00:29:19.809371 elapsed: 102523 microseconds227dradius: 1.5 k: 4 -> point count: 539 - 2021-02-24 00:29:19.938335 elapsed: 128909 microseconds228====== dradius: 1.5 k: 4 -> point count average: 537.0 - 2021-02-24 00:29:19.938382 average elapsed: 119994.0 microseconds229dradius: 1.5 k: 5 -> point count: 590 - 2021-02-24 00:29:20.081564 elapsed: 143137 microseconds230dradius: 1.5 k: 5 -> point count: 597 - 2021-02-24 00:29:20.191645 elapsed: 109998 microseconds231dradius: 1.5 k: 5 -> point count: 594 - 2021-02-24 00:29:20.331062 elapsed: 139360 microseconds232dradius: 1.5 k: 5 -> point count: 588 - 2021-02-24 00:29:20.438525 elapsed: 107389 microseconds233dradius: 1.5 k: 5 -> point count: 589 - 2021-02-24 00:29:20.580604 elapsed: 142015 microseconds234====== dradius: 1.5 k: 5 -> point count average: 591.6 - 2021-02-24 00:29:20.580665 average elapsed: 128379.8 microseconds235dradius: 1.5 k: 6 -> point count: 609 - 2021-02-24 00:29:20.727365 elapsed: 146646 microseconds236dradius: 1.5 k: 6 -> point count: 605 - 2021-02-24 00:29:20.843565 elapsed: 116143 microseconds237dradius: 1.5 k: 6 -> point count: 618 - 2021-02-24 00:29:20.989461 elapsed: 145842 microseconds238dradius: 1.5 k: 6 -> point count: 606 - 2021-02-24 00:29:21.106105 elapsed: 116586 microseconds239dradius: 1.5 k: 6 -> point count: 593 - 2021-02-24 00:29:21.247908 elapsed: 141735 microseconds240====== dradius: 1.5 k: 6 -> point count average: 606.2 - 2021-02-24 00:29:21.248006 average elapsed: 133390.4 microseconds241dradius: 1.5 k: 7 -> point count: 623 - 2021-02-24 00:29:21.371469 elapsed: 123382 microseconds242dradius: 1.5 k: 7 -> point count: 616 - 2021-02-24 00:29:21.520587 elapsed: 149064 microseconds243dradius: 1.5 k: 7 -> point count: 608 - 2021-02-24 00:29:21.672588 elapsed: 151941 microseconds244dradius: 1.5 k: 7 -> point count: 624 - 2021-02-24 00:29:21.793200 elapsed: 120558 microseconds245dradius: 1.5 k: 7 -> point count: 631 - 2021-02-24 00:29:21.945230 elapsed: 151972 microseconds246====== dradius: 1.5 k: 7 -> point count average: 620.4 - 2021-02-24 00:29:21.945274 average elapsed: 139383.4 microseconds247dradius: 1.5 k: 8 -> point count: 620 - 2021-02-24 00:29:22.072757 elapsed: 127442 microseconds248dradius: 1.5 k: 8 -> point count: 623 - 2021-02-24 00:29:22.226320 elapsed: 153498 microseconds249dradius: 1.5 k: 8 -> point count: 643 - 2021-02-24 00:29:22.379511 elapsed: 153132 microseconds250dradius: 1.5 k: 8 -> point count: 646 - 2021-02-24 00:29:22.510051 elapsed: 130484 microseconds251dradius: 1.5 k: 8 -> point count: 621 - 2021-02-24 00:29:22.661722 elapsed: 151616 microseconds252====== dradius: 1.5 k: 8 -> point count average: 630.6 - 2021-02-24 00:29:22.661770 average elapsed: 143234.4 microseconds253dradius: 1.5 k: 9 -> point count: 657 - 2021-02-24 00:29:22.796685 elapsed: 134873 microseconds254dradius: 1.5 k: 9 -> point count: 630 - 2021-02-24 00:29:22.956073 elapsed: 159333 microseconds255dradius: 1.5 k: 9 -> point count: 635 - 2021-02-24 00:29:23.124894 elapsed: 168755 microseconds256dradius: 1.5 k: 9 -> point count: 650 - 2021-02-24 00:29:23.257630 elapsed: 132681 microseconds257dradius: 1.5 k: 9 -> point count: 648 - 2021-02-24 00:29:23.420619 elapsed: 162933 microseconds258====== dradius: 1.5 k: 9 -> point count average: 644.0 - 2021-02-24 00:29:23.420660 average elapsed: 151715.0 microseconds259dradius: 1.5 k: 10 -> point count: 651 - 2021-02-24 00:29:23.558600 elapsed: 137901 microseconds260dradius: 1.5 k: 10 -> point count: 652 - 2021-02-24 00:29:23.728368 elapsed: 169709 microseconds261dradius: 1.5 k: 10 -> point count: 653 - 2021-02-24 00:29:23.897327 elapsed: 168903 microseconds262dradius: 1.5 k: 10 -> point count: 660 - 2021-02-24 00:29:24.036941 elapsed: 139559 microseconds263dradius: 1.5 k: 10 -> point count: 653 - 2021-02-24 00:29:24.204164 elapsed: 167169 microseconds264====== dradius: 1.5 k: 10 -> point count average: 653.8 - 2021-02-24 00:29:24.204208 average elapsed: 156648.2 microseconds265dradius: 1.5 k: 11 -> point count: 655 - 2021-02-24 00:29:24.347817 elapsed: 143569 microseconds266dradius: 1.5 k: 11 -> point count: 646 - 2021-02-24 00:29:24.518809 elapsed: 170936 microseconds267dradius: 1.5 k: 11 -> point count: 658 - 2021-02-24 00:29:24.692371 elapsed: 173503 microseconds268dradius: 1.5 k: 11 -> point count: 653 - 2021-02-24 00:29:24.835275 elapsed: 142847 microseconds269dradius: 1.5 k: 11 -> point count: 663 - 2021-02-24 00:29:25.008990 elapsed: 173645 microseconds270====== dradius: 1.5 k: 11 -> point count average: 655.0 - 2021-02-24 00:29:25.009037 average elapsed: 160900.0 microseconds271dradius: 1.5 k: 12 -> point count: 666 - 2021-02-24 00:29:25.158852 elapsed: 149772 microseconds272dradius: 1.5 k: 12 -> point count: 656 - 2021-02-24 00:29:25.337121 elapsed: 178208 microseconds273dradius: 1.5 k: 12 -> point count: 667 - 2021-02-24 00:29:25.483404 elapsed: 146222 microseconds274dradius: 1.5 k: 12 -> point count: 668 - 2021-02-24 00:29:25.663495 elapsed: 180037 microseconds275dradius: 1.5 k: 12 -> point count: 674 - 2021-02-24 00:29:25.842714 elapsed: 179161 microseconds276====== dradius: 1.5 k: 12 -> point count average: 666.2 - 2021-02-24 00:29:25.842759 average elapsed: 166680.0 microseconds277dradius: 1.5 k: 13 -> point count: 668 - 2021-02-24 00:29:25.997778 elapsed: 154970 microseconds278dradius: 1.5 k: 13 -> point count: 654 - 2021-02-24 00:29:26.181031 elapsed: 183197 microseconds279dradius: 1.5 k: 13 -> point count: 666 - 2021-02-24 00:29:26.336737 elapsed: 155648 microseconds280dradius: 1.5 k: 13 -> point count: 659 - 2021-02-24 00:29:26.518609 elapsed: 181805 microseconds281dradius: 1.5 k: 13 -> point count: 680 - 2021-02-24 00:29:26.703069 elapsed: 184399 microseconds282====== dradius: 1.5 k: 13 -> point count average: 665.4 - 2021-02-24 00:29:26.703128 average elapsed: 172003.8 microseconds283dradius: 1.5 k: 14 -> point count: 677 - 2021-02-24 00:29:26.861769 elapsed: 158594 microseconds284dradius: 1.5 k: 14 -> point count: 665 - 2021-02-24 00:29:27.052600 elapsed: 190770 microseconds285dradius: 1.5 k: 14 -> point count: 673 - 2021-02-24 00:29:27.214876 elapsed: 162201 microseconds286dradius: 1.5 k: 14 -> point count: 667 - 2021-02-24 00:29:27.403761 elapsed: 188830 microseconds287dradius: 1.5 k: 14 -> point count: 678 - 2021-02-24 00:29:27.599385 elapsed: 195561 microseconds288====== dradius: 1.5 k: 14 -> point count average: 672.0 - 2021-02-24 00:29:27.599431 average elapsed: 179191.2 microseconds289dradius: 1.5 k: 15 -> point count: 668 - 2021-02-24 00:29:27.769289 elapsed: 169817 microseconds290dradius: 1.5 k: 15 -> point count: 671 - 2021-02-24 00:29:27.969409 elapsed: 200054 microseconds291dradius: 1.5 k: 15 -> point count: 671 - 2021-02-24 00:29:28.142835 elapsed: 173339 microseconds292dradius: 1.5 k: 15 -> point count: 675 - 2021-02-24 00:29:28.342498 elapsed: 199607 microseconds293dradius: 1.5 k: 15 -> point count: 672 - 2021-02-24 00:29:28.548026 elapsed: 205460 microseconds294====== dradius: 1.5 k: 15 -> point count average: 671.4 - 2021-02-24 00:29:28.548077 average elapsed: 189655.4 microseconds295dradius: 1.5 k: 16 -> point count: 679 - 2021-02-24 00:29:28.728287 elapsed: 180162 microseconds296dradius: 1.5 k: 16 -> point count: 685 - 2021-02-24 00:29:28.945032 elapsed: 216684 microseconds297dradius: 1.5 k: 16 -> point count: 675 - 2021-02-24 00:29:29.129059 elapsed: 183967 microseconds298dradius: 1.5 k: 16 -> point count: 674 - 2021-02-24 00:29:29.342435 elapsed: 213316 microseconds299dradius: 1.5 k: 16 -> point count: 683 - 2021-02-24 00:29:29.561437 elapsed: 218942 microseconds300====== dradius: 1.5 k: 16 -> point count average: 679.2 - 2021-02-24 00:29:29.561485 average elapsed: 202614.2 microseconds301dradius: 1.5 k: 17 -> point count: 687 - 2021-02-24 00:29:29.751972 elapsed: 190441 microseconds302dradius: 1.5 k: 17 -> point count: 693 - 2021-02-24 00:29:29.975446 elapsed: 223411 microseconds303dradius: 1.5 k: 17 -> point count: 687 - 2021-02-24 00:29:30.168857 elapsed: 193349 microseconds304dradius: 1.5 k: 17 -> point count: 682 - 2021-02-24 00:29:30.395614 elapsed: 226696 microseconds305dradius: 1.5 k: 17 -> point count: 694 - 2021-02-24 00:29:30.592623 elapsed: 196944 microseconds306====== dradius: 1.5 k: 17 -> point count average: 688.6 - 2021-02-24 00:29:30.592683 average elapsed: 206168.2 microseconds307dradius: 1.5 k: 18 -> point count: 700 - 2021-02-24 00:29:30.825685 elapsed: 232956 microseconds308dradius: 1.5 k: 18 -> point count: 678 - 2021-02-24 00:29:31.060907 elapsed: 235160 microseconds309dradius: 1.5 k: 18 -> point count: 679 - 2021-02-24 00:29:31.258754 elapsed: 197783 microseconds310dradius: 1.5 k: 18 -> point count: 695 - 2021-02-24 00:29:31.485936 elapsed: 227095 microseconds311dradius: 1.5 k: 18 -> point count: 688 - 2021-02-24 00:29:31.687454 elapsed: 201404 microseconds312====== dradius: 1.5 k: 18 -> point count average: 688.0 - 2021-02-24 00:29:31.687500 average elapsed: 218879.6 microseconds313dradius: 1.5 k: 19 -> point count: 703 - 2021-02-24 00:29:31.921731 elapsed: 234186 microseconds314dradius: 1.5 k: 19 -> point count: 691 - 2021-02-24 00:29:32.166819 elapsed: 245018 microseconds315dradius: 1.5 k: 19 -> point count: 695 - 2021-02-24 00:29:32.377927 elapsed: 211044 microseconds316dradius: 1.5 k: 19 -> point count: 694 - 2021-02-24 00:29:32.622562 elapsed: 244569 microseconds317dradius: 1.5 k: 19 -> point count: 693 - 2021-02-24 00:29:32.834655 elapsed: 212021 microseconds318====== dradius: 1.5 k: 19 -> point count average: 695.2 - 2021-02-24 00:29:32.834706 average elapsed: 229367.6 microseconds319dradius: 1.5 k: 20 -> point count: 690 - 2021-02-24 00:29:33.092022 elapsed: 257255 microseconds320dradius: 1.5 k: 20 -> point count: 707 - 2021-02-24 00:29:33.343802 elapsed: 251703 microseconds321dradius: 1.5 k: 20 -> point count: 689 - 2021-02-24 00:29:33.559543 elapsed: 215675 microseconds322dradius: 1.5 k: 20 -> point count: 687 - 2021-02-24 00:29:33.807299 elapsed: 247691 microseconds323dradius: 1.5 k: 20 -> point count: 688 - 2021-02-24 00:29:34.025616 elapsed: 218243 microseconds324====== dradius: 1.5 k: 20 -> point count average: 692.2 - 2021-02-24 00:29:34.025678 average elapsed: 238113.4 microseconds325dradius: 1.5 k: 21 -> point count: 702 - 2021-02-24 00:29:34.283133 elapsed: 257404 microseconds326dradius: 1.5 k: 21 -> point count: 702 - 2021-02-24 00:29:34.543451 elapsed: 260257 microseconds327dradius: 1.5 k: 21 -> point count: 692 - 2021-02-24 00:29:34.774308 elapsed: 230784 microseconds328dradius: 1.5 k: 21 -> point count: 691 - 2021-02-24 00:29:35.038219 elapsed: 263820 microseconds329dradius: 1.5 k: 21 -> point count: 693 - 2021-02-24 00:29:35.271911 elapsed: 233622 microseconds330====== dradius: 1.5 k: 21 -> point count average: 696.0 - 2021-02-24 00:29:35.271961 average elapsed: 249177.4 microseconds331dradius: 1.5 k: 22 -> point count: 692 - 2021-02-24 00:29:35.542365 elapsed: 270358 microseconds332dradius: 1.5 k: 22 -> point count: 680 - 2021-02-24 00:29:35.813098 elapsed: 270665 microseconds333dradius: 1.5 k: 22 -> point count: 693 - 2021-02-24 00:29:36.048685 elapsed: 235522 microseconds334dradius: 1.5 k: 22 -> point count: 683 - 2021-02-24 00:29:36.316746 elapsed: 267995 microseconds335dradius: 1.5 k: 22 -> point count: 715 - 2021-02-24 00:29:36.560593 elapsed: 243778 microseconds336====== dradius: 1.5 k: 22 -> point count average: 692.6 - 2021-02-24 00:29:36.560652 average elapsed: 257663.6 microseconds337dradius: 1.5 k: 23 -> point count: 707 - 2021-02-24 00:29:36.836844 elapsed: 276137 microseconds338dradius: 1.5 k: 23 -> point count: 703 - 2021-02-24 00:29:37.119006 elapsed: 282086 microseconds339dradius: 1.5 k: 23 -> point count: 701 - 2021-02-24 00:29:37.362468 elapsed: 243399 microseconds340dradius: 1.5 k: 23 -> point count: 690 - 2021-02-24 00:29:37.640121 elapsed: 277589 microseconds341dradius: 1.5 k: 23 -> point count: 704 - 2021-02-24 00:29:37.888039 elapsed: 247854 microseconds342====== dradius: 1.5 k: 23 -> point count average: 701.0 - 2021-02-24 00:29:37.888094 average elapsed: 265413.0 microseconds343dradius: 1.5 k: 24 -> point count: 709 - 2021-02-24 00:29:38.173716 elapsed: 285572 microseconds344dradius: 1.5 k: 24 -> point count: 693 - 2021-02-24 00:29:38.423352 elapsed: 249569 microseconds345dradius: 1.5 k: 24 -> point count: 702 - 2021-02-24 00:29:38.709190 elapsed: 285739 microseconds346dradius: 1.5 k: 24 -> point count: 702 - 2021-02-24 00:29:38.993694 elapsed: 284439 microseconds347dradius: 1.5 k: 24 -> point count: 705 - 2021-02-24 00:29:39.250938 elapsed: 257179 microseconds348====== dradius: 1.5 k: 24 -> point count average: 702.2 - 2021-02-24 00:29:39.250989 average elapsed: 272499.6 microseconds349dradius: 1.5 k: 25 -> point count: 699 - 2021-02-24 00:29:39.544389 elapsed: 293351 microseconds350dradius: 1.5 k: 25 -> point count: 686 - 2021-02-24 00:29:39.804046 elapsed: 259587 microseconds351dradius: 1.5 k: 25 -> point count: 701 - 2021-02-24 00:29:40.089461 elapsed: 285351 microseconds352dradius: 1.5 k: 25 -> point count: 690 - 2021-02-24 00:29:40.374758 elapsed: 285230 microseconds353dradius: 1.5 k: 25 -> point count: 708 - 2021-02-24 00:29:40.634780 elapsed: 259957 microseconds354====== dradius: 1.5 k: 25 -> point count average: 696.8 - 2021-02-24 00:29:40.634839 average elapsed: 276695.2 microseconds355dradius: 1.5 k: 26 -> point count: 705 - 2021-02-24 00:29:40.926333 elapsed: 291441 microseconds356dradius: 1.5 k: 26 -> point count: 720 - 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2021-02-24 00:29:43.494470 average elapsed: 288391.4 microseconds367dradius: 1.5 k: 28 -> point count: 710 - 2021-02-24 00:29:43.805541 elapsed: 311021 microseconds368dradius: 1.5 k: 28 -> point count: 722 - 2021-02-24 00:29:44.083760 elapsed: 278154 microseconds369dradius: 1.5 k: 28 -> point count: 692 - 2021-02-24 00:29:44.385847 elapsed: 302016 microseconds370dradius: 1.5 k: 28 -> point count: 702 - 2021-02-24 00:29:44.696733 elapsed: 310816 microseconds371dradius: 1.5 k: 28 -> point count: 695 - 2021-02-24 00:29:44.964460 elapsed: 267666 microseconds372====== dradius: 1.5 k: 28 -> point count average: 704.2 - 2021-02-24 00:29:44.964511 average elapsed: 293934.6 microseconds373dradius: 1.5 k: 29 -> point count: 718 - 2021-02-24 00:29:45.283295 elapsed: 318736 microseconds374dradius: 1.5 k: 29 -> point count: 705 - 2021-02-24 00:29:45.561746 elapsed: 278381 microseconds375dradius: 1.5 k: 29 -> point count: 707 - 2021-02-24 00:29:45.874559 elapsed: 312748 microseconds376dradius: 1.5 k: 29 -> point count: 712 - 2021-02-24 00:29:46.195755 elapsed: 321128 microseconds377dradius: 1.5 k: 29 -> point count: 721 - 2021-02-24 00:29:46.476982 elapsed: 281161 microseconds378====== dradius: 1.5 k: 29 -> point count average: 712.6 - 2021-02-24 00:29:46.477031 average elapsed: 302430.8 microseconds379dradius: 1.5 k: 30 -> point count: 717 - 2021-02-24 00:29:46.801346 elapsed: 324266 microseconds380dradius: 1.5 k: 30 -> point count: 712 - 2021-02-24 00:29:47.093339 elapsed: 291927 microseconds381dradius: 1.5 k: 30 -> point count: 707 - 2021-02-24 00:29:47.408251 elapsed: 314847 microseconds382dradius: 1.5 k: 30 -> point count: 709 - 2021-02-24 00:29:47.696340 elapsed: 288021 microseconds383dradius: 1.5 k: 30 -> point count: 710 - 2021-02-24 00:29:48.012659 elapsed: 316251 microseconds384====== dradius: 1.5 k: 30 -> point count average: 711.0 - 2021-02-24 00:29:48.012712 average elapsed: 307062.4 microseconds385dradius: 1.5 k: 31 -> point count: 707 - 2021-02-24 00:29:48.348548 elapsed: 335790 microseconds386dradius: 1.5 k: 31 -> point count: 718 - 2021-02-24 00:29:48.653984 elapsed: 305370 microseconds387dradius: 1.5 k: 31 -> point count: 702 - 2021-02-24 00:29:48.981642 elapsed: 327578 microseconds388dradius: 1.5 k: 31 -> point count: 719 - 2021-02-24 00:29:49.283858 elapsed: 302152 microseconds389dradius: 1.5 k: 31 -> point count: 702 - 2021-02-24 00:29:49.602423 elapsed: 318498 microseconds390====== dradius: 1.5 k: 31 -> point count average: 709.6 - 2021-02-24 00:29:49.602479 average elapsed: 317877.6 microseconds391dradius: 1.5 k: 32 -> point count: 721 - 2021-02-24 00:29:49.945098 elapsed: 342569 microseconds392dradius: 1.5 k: 32 -> point count: 707 - 2021-02-24 00:29:50.248134 elapsed: 302974 microseconds393dradius: 1.5 k: 32 -> point count: 715 - 2021-02-24 00:29:50.582530 elapsed: 334333 microseconds394dradius: 1.5 k: 32 -> point count: 703 - 2021-02-24 00:29:50.882164 elapsed: 299567 microseconds395dradius: 1.5 k: 32 -> point count: 706 - 2021-02-24 00:29:51.208682 elapsed: 326452 microseconds396====== dradius: 1.5 k: 32 -> point count average: 710.4 - 2021-02-24 00:29:51.208731 average elapsed: 321179.0 microseconds397dradius: 1.5 k: 33 -> point count: 716 - 2021-02-24 00:29:51.547582 elapsed: 338803 microseconds398dradius: 1.5 k: 33 -> point count: 714 - 2021-02-24 00:29:51.858109 elapsed: 310449 microseconds399dradius: 1.5 k: 33 -> point count: 713 - 2021-02-24 00:29:52.197468 elapsed: 339271 microseconds400dradius: 1.5 k: 33 -> point count: 717 - 2021-02-24 00:29:52.505867 elapsed: 308337 microseconds401dradius: 1.5 k: 33 -> point count: 720 - 2021-02-24 00:29:52.844553 elapsed: 338619 microseconds402====== dradius: 1.5 k: 33 -> point count average: 716.0 - 2021-02-24 00:29:52.844606 average elapsed: 327095.8 microseconds403dradius: 1.5 k: 34 -> point count: 710 - 2021-02-24 00:29:53.192293 elapsed: 347638 microseconds404dradius: 1.5 k: 34 -> point count: 717 - 2021-02-24 00:29:53.504208 elapsed: 311838 microseconds405dradius: 1.5 k: 34 -> point count: 720 - 2021-02-24 00:29:53.853698 elapsed: 349426 microseconds406dradius: 1.5 k: 34 -> point count: 716 - 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2021-02-24 00:30:30.731443 average elapsed: 448877.4 microseconds517dradius: 1.5 k: 53 -> point count: 721 - 2021-02-24 00:30:31.191041 elapsed: 459550 microseconds518dradius: 1.5 k: 53 -> point count: 742 - 2021-02-24 00:30:31.669399 elapsed: 478283 microseconds519dradius: 1.5 k: 53 -> point count: 739 - 2021-02-24 00:30:32.109436 elapsed: 439970 microseconds520dradius: 1.5 k: 53 -> point count: 740 - 2021-02-24 00:30:32.575175 elapsed: 465672 microseconds521dradius: 1.5 k: 53 -> point count: 723 - 2021-02-24 00:30:33.003331 elapsed: 428091 microseconds522====== dradius: 1.5 k: 53 -> point count average: 733.0 - 2021-02-24 00:30:33.003384 average elapsed: 454313.2 microseconds523dradius: 1.5 k: 54 -> point count: 724 - 2021-02-24 00:30:33.468064 elapsed: 464632 microseconds524dradius: 1.5 k: 54 -> point count: 733 - 2021-02-24 00:30:33.939688 elapsed: 471560 microseconds525dradius: 1.5 k: 54 -> point count: 715 - 2021-02-24 00:30:34.367339 elapsed: 427588 microseconds526dradius: 1.5 k: 54 -> point count: 743 - 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2021-02-24 00:30:38.556798 elapsed: 446974 microseconds537dradius: 1.5 k: 56 -> point count: 734 - 2021-02-24 00:30:39.029335 elapsed: 472472 microseconds538dradius: 1.5 k: 56 -> point count: 731 - 2021-02-24 00:30:39.512874 elapsed: 483464 microseconds539dradius: 1.5 k: 56 -> point count: 736 - 2021-02-24 00:30:39.972618 elapsed: 459673 microseconds540====== dradius: 1.5 k: 56 -> point count average: 735.4 - 2021-02-24 00:30:39.972671 average elapsed: 469921.0 microseconds541dradius: 1.5 k: 57 -> point count: 736 - 2021-02-24 00:30:40.461870 elapsed: 489152 microseconds542dradius: 1.5 k: 57 -> point count: 736 - 2021-02-24 00:30:40.919311 elapsed: 457376 microseconds543dradius: 1.5 k: 57 -> point count: 735 - 2021-02-24 00:30:41.400870 elapsed: 481498 microseconds544dradius: 1.5 k: 57 -> point count: 736 - 2021-02-24 00:30:41.895320 elapsed: 494384 microseconds545dradius: 1.5 k: 57 -> point count: 738 - 2021-02-24 00:30:42.346591 elapsed: 451207 microseconds546====== dradius: 1.5 k: 57 -> point count average: 736.2 - 2021-02-24 00:30:42.346647 average elapsed: 474723.4 microseconds547dradius: 1.5 k: 58 -> point count: 727 - 2021-02-24 00:30:42.829853 elapsed: 483156 microseconds548dradius: 1.5 k: 58 -> point count: 734 - 2021-02-24 00:30:43.281215 elapsed: 451303 microseconds549dradius: 1.5 k: 58 -> point count: 731 - 2021-02-24 00:30:43.754208 elapsed: 472919 microseconds550dradius: 1.5 k: 58 -> point count: 729 - 2021-02-24 00:30:44.232353 elapsed: 478081 microseconds551dradius: 1.5 k: 58 -> point count: 749 - 2021-02-24 00:30:44.697419 elapsed: 464994 microseconds552====== dradius: 1.5 k: 58 -> point count average: 734.0 - 2021-02-24 00:30:44.697468 average elapsed: 470090.6 microseconds553dradius: 1.5 k: 59 -> point count: 737 - 2021-02-24 00:30:45.177789 elapsed: 480273 microseconds554dradius: 1.5 k: 59 -> point count: 721 - 2021-02-24 00:30:45.627578 elapsed: 449722 microseconds555dradius: 1.5 k: 59 -> point count: 744 - 2021-02-24 00:30:46.117894 elapsed: 490248 microseconds556dradius: 1.5 k: 59 -> point count: 730 - 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2021-02-24 00:30:50.701255 elapsed: 516577 microseconds567dradius: 1.5 k: 61 -> point count: 732 - 2021-02-24 00:30:51.244490 elapsed: 543167 microseconds568dradius: 1.5 k: 61 -> point count: 737 - 2021-02-24 00:30:51.759390 elapsed: 514830 microseconds569dradius: 1.5 k: 61 -> point count: 740 - 2021-02-24 00:30:52.306289 elapsed: 546833 microseconds570====== dradius: 1.5 k: 61 -> point count average: 738.0 - 2021-02-24 00:30:52.306348 average elapsed: 534127.4 microseconds571dradius: 1.5 k: 62 -> point count: 733 - 2021-02-24 00:30:52.859184 elapsed: 552782 microseconds572dradius: 1.5 k: 62 -> point count: 748 - 2021-02-24 00:30:53.376723 elapsed: 517465 microseconds573dradius: 1.5 k: 62 -> point count: 740 - 2021-02-24 00:30:53.924048 elapsed: 547252 microseconds574dradius: 1.5 k: 62 -> point count: 751 - 2021-02-24 00:30:54.437162 elapsed: 513016 microseconds575dradius: 1.5 k: 62 -> point count: 737 - 2021-02-24 00:30:54.966311 elapsed: 529080 microseconds576====== dradius: 1.5 k: 62 -> point count average: 741.8 - 2021-02-24 00:30:54.966363 average elapsed: 531919.0 microseconds577dradius: 1.5 k: 63 -> point count: 739 - 2021-02-24 00:30:55.514920 elapsed: 548506 microseconds578dradius: 1.5 k: 63 -> point count: 740 - 2021-02-24 00:30:56.019558 elapsed: 504572 microseconds579dradius: 1.5 k: 63 -> point count: 741 - 2021-02-24 00:30:56.568458 elapsed: 548833 microseconds580dradius: 1.5 k: 63 -> point count: 741 - 2021-02-24 00:30:57.071252 elapsed: 502729 microseconds581dradius: 1.5 k: 63 -> point count: 741 - 2021-02-24 00:30:57.599029 elapsed: 527698 microseconds582====== dradius: 1.5 k: 63 -> point count average: 740.4 - 2021-02-24 00:30:57.599088 average elapsed: 526467.6 microseconds583dradius: 1.5 k: 64 -> point count: 740 - 2021-02-24 00:30:58.139770 elapsed: 540631 microseconds584dradius: 1.5 k: 64 -> point count: 727 - 2021-02-24 00:30:58.634387 elapsed: 494547 microseconds585dradius: 1.5 k: 64 -> point count: 742 - 2021-02-24 00:30:59.166792 elapsed: 532336 microseconds586dradius: 1.5 k: 64 -> point count: 746 - 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2021-02-24 00:31:58.083239 elapsed: 704447 microseconds707dradius: 1.5 k: 84 -> point count: 741 - 2021-02-24 00:31:58.721494 elapsed: 638181 microseconds708====== dradius: 1.5 k: 84 -> point count average: 751.6 - 2021-02-24 00:31:58.721546 average elapsed: 677897.0 microseconds709dradius: 1.5 k: 85 -> point count: 752 - 2021-02-24 00:31:59.422351 elapsed: 700758 microseconds710dradius: 1.5 k: 85 -> point count: 750 - 2021-02-24 00:32:00.105042 elapsed: 682621 microseconds711dradius: 1.5 k: 85 -> point count: 743 - 2021-02-24 00:32:00.748561 elapsed: 643435 microseconds712dradius: 1.5 k: 85 -> point count: 755 - 2021-02-24 00:32:01.427940 elapsed: 679309 microseconds713dradius: 1.5 k: 85 -> point count: 755 - 2021-02-24 00:32:02.071628 elapsed: 643619 microseconds714====== dradius: 1.5 k: 85 -> point count average: 751.0 - 2021-02-24 00:32:02.071679 average elapsed: 669948.4 microseconds715dradius: 1.5 k: 86 -> point count: 743 - 2021-02-24 00:32:02.743061 elapsed: 671334 microseconds716dradius: 1.5 k: 86 -> point count: 745 - 2021-02-24 00:32:03.392259 elapsed: 649129 microseconds717dradius: 1.5 k: 86 -> point count: 754 - 2021-02-24 00:32:04.076664 elapsed: 684342 microseconds718dradius: 1.5 k: 86 -> point count: 746 - 2021-02-24 00:32:04.747046 elapsed: 670317 microseconds719dradius: 1.5 k: 86 -> point count: 749 - 2021-02-24 00:32:05.392081 elapsed: 644964 microseconds720====== dradius: 1.5 k: 86 -> point count average: 747.4 - 2021-02-24 00:32:05.392131 average elapsed: 664017.2 microseconds721dradius: 1.5 k: 87 -> point count: 742 - 2021-02-24 00:32:06.073259 elapsed: 681082 microseconds722dradius: 1.5 k: 87 -> point count: 746 - 2021-02-24 00:32:06.726129 elapsed: 652805 microseconds723dradius: 1.5 k: 87 -> point count: 751 - 2021-02-24 00:32:07.410238 elapsed: 684044 microseconds724dradius: 1.5 k: 87 -> point count: 740 - 2021-02-24 00:32:08.082773 elapsed: 672465 microseconds725dradius: 1.5 k: 87 -> point count: 753 - 2021-02-24 00:32:08.731533 elapsed: 648698 microseconds726====== dradius: 1.5 k: 87 -> point count average: 746.4 - 2021-02-24 00:32:08.731582 average elapsed: 667818.8 microseconds727dradius: 1.5 k: 88 -> point count: 748 - 2021-02-24 00:32:09.422188 elapsed: 690559 microseconds728dradius: 1.5 k: 88 -> point count: 743 - 2021-02-24 00:32:10.104028 elapsed: 681769 microseconds729dradius: 1.5 k: 88 -> point count: 753 - 2021-02-24 00:32:10.802321 elapsed: 698205 microseconds730dradius: 1.5 k: 88 -> point count: 759 - 2021-02-24 00:32:11.501727 elapsed: 699329 microseconds731dradius: 1.5 k: 88 -> point count: 749 - 2021-02-24 00:32:12.160320 elapsed: 658527 microseconds732====== dradius: 1.5 k: 88 -> point count average: 750.4 - 2021-02-24 00:32:12.160371 average elapsed: 685677.8 microseconds733dradius: 1.5 k: 89 -> point count: 760 - 2021-02-24 00:32:12.849883 elapsed: 689466 microseconds734dradius: 1.5 k: 89 -> point count: 751 - 2021-02-24 00:32:13.525580 elapsed: 675631 microseconds735dradius: 1.5 k: 89 -> point count: 755 - 2021-02-24 00:32:14.215606 elapsed: 689946 microseconds736dradius: 1.5 k: 89 -> point count: 758 - 2021-02-24 00:32:14.914541 elapsed: 698866 microseconds737dradius: 1.5 k: 89 -> point count: 739 - 2021-02-24 00:32:15.575665 elapsed: 661059 microseconds738====== dradius: 1.5 k: 89 -> point count average: 752.6 - 2021-02-24 00:32:15.575717 average elapsed: 682993.6 microseconds739dradius: 1.5 k: 90 -> point count: 747 - 2021-02-24 00:32:16.267088 elapsed: 691321 microseconds740dradius: 1.5 k: 90 -> point count: 749 - 2021-02-24 00:32:16.950323 elapsed: 683171 microseconds741dradius: 1.5 k: 90 -> point count: 756 - 2021-02-24 00:32:17.653115 elapsed: 702718 microseconds742dradius: 1.5 k: 90 -> point count: 747 - 2021-02-24 00:32:18.363895 elapsed: 710717 microseconds743dradius: 1.5 k: 90 -> point count: 740 - 2021-02-24 00:32:19.022388 elapsed: 658427 microseconds744====== dradius: 1.5 k: 90 -> point count average: 747.8 - 2021-02-24 00:32:19.022440 average elapsed: 689270.8 microseconds745dradius: 1.5 k: 91 -> point count: 749 - 2021-02-24 00:32:19.727155 elapsed: 704667 microseconds746dradius: 1.5 k: 91 -> point count: 746 - 2021-02-24 00:32:20.412303 elapsed: 685082 microseconds747dradius: 1.5 k: 91 -> point count: 743 - 2021-02-24 00:32:21.119359 elapsed: 706992 microseconds748dradius: 1.5 k: 91 -> point count: 750 - 2021-02-24 00:32:21.825094 elapsed: 705669 microseconds749dradius: 1.5 k: 91 -> point count: 752 - 2021-02-24 00:32:22.498858 elapsed: 673697 microseconds750====== dradius: 1.5 k: 91 -> point count average: 748.0 - 2021-02-24 00:32:22.498909 average elapsed: 695221.4 microseconds751dradius: 1.5 k: 92 -> point count: 753 - 2021-02-24 00:32:23.222551 elapsed: 723595 microseconds752dradius: 1.5 k: 92 -> point count: 747 - 2021-02-24 00:32:23.885576 elapsed: 662948 microseconds753dradius: 1.5 k: 92 -> point count: 763 - 2021-02-24 00:32:24.595130 elapsed: 709486 microseconds754dradius: 1.5 k: 92 -> point count: 750 - 2021-02-24 00:32:25.265483 elapsed: 670284 microseconds755dradius: 1.5 k: 92 -> point count: 745 - 2021-02-24 00:32:25.949215 elapsed: 683669 microseconds756====== dradius: 1.5 k: 92 -> point count average: 751.6 - 2021-02-24 00:32:25.949266 average elapsed: 689996.4 microseconds757dradius: 1.5 k: 93 -> point count: 768 - 2021-02-24 00:32:26.661491 elapsed: 712179 microseconds758dradius: 1.5 k: 93 -> point count: 742 - 2021-02-24 00:32:27.329459 elapsed: 667907 microseconds759dradius: 1.5 k: 93 -> point count: 759 - 2021-02-24 00:32:28.041558 elapsed: 712036 microseconds760dradius: 1.5 k: 93 -> point count: 758 - 2021-02-24 00:32:28.714625 elapsed: 673003 microseconds761dradius: 1.5 k: 93 -> point count: 754 - 2021-02-24 00:32:29.416309 elapsed: 701621 microseconds762====== dradius: 1.5 k: 93 -> point count average: 756.2 - 2021-02-24 00:32:29.416357 average elapsed: 693349.2 microseconds763dradius: 1.5 k: 94 -> point count: 741 - 2021-02-24 00:32:30.128964 elapsed: 712563 microseconds764dradius: 1.5 k: 94 -> point count: 758 - 2021-02-24 00:32:30.809324 elapsed: 680292 microseconds765dradius: 1.5 k: 94 -> point count: 754 - 2021-02-24 00:32:31.510553 elapsed: 701166 microseconds766dradius: 1.5 k: 94 -> point count: 767 - 2021-02-24 00:32:32.189365 elapsed: 678750 microseconds767dradius: 1.5 k: 94 -> point count: 757 - 2021-02-24 00:32:32.877685 elapsed: 688254 microseconds768====== dradius: 1.5 k: 94 -> point count average: 755.4 - 2021-02-24 00:32:32.877737 average elapsed: 692205.0 microseconds769dradius: 1.5 k: 95 -> point count: 742 - 2021-02-24 00:32:33.577548 elapsed: 699762 microseconds770dradius: 1.5 k: 95 -> point count: 752 - 2021-02-24 00:32:34.272169 elapsed: 694549 microseconds771dradius: 1.5 k: 95 -> point count: 753 - 2021-02-24 00:32:34.972829 elapsed: 700593 microseconds772dradius: 1.5 k: 95 -> point count: 755 - 2021-02-24 00:32:35.660532 elapsed: 687631 microseconds773dradius: 1.5 k: 95 -> point count: 751 - 2021-02-24 00:32:36.390079 elapsed: 729448 microseconds774====== dradius: 1.5 k: 95 -> point count average: 750.6 - 2021-02-24 00:32:36.390246 average elapsed: 702396.6 microseconds775dradius: 1.5 k: 96 -> point count: 751 - 2021-02-24 00:32:37.149907 elapsed: 759600 microseconds776dradius: 1.5 k: 96 -> point count: 749 - 2021-02-24 00:32:37.877122 elapsed: 727143 microseconds777dradius: 1.5 k: 96 -> point count: 757 - 2021-02-24 00:32:38.642327 elapsed: 765136 microseconds778dradius: 1.5 k: 96 -> point count: 753 - 2021-02-24 00:32:39.366524 elapsed: 724128 microseconds779dradius: 1.5 k: 96 -> point count: 754 - 2021-02-24 00:32:40.138711 elapsed: 772118 microseconds780====== dradius: 1.5 k: 96 -> point count average: 752.8 - 2021-02-24 00:32:40.138761 average elapsed: 749625.0 microseconds781dradius: 1.5 k: 97 -> point count: 755 - 2021-02-24 00:32:40.906445 elapsed: 767635 microseconds782dradius: 1.5 k: 97 -> point count: 751 - 2021-02-24 00:32:41.646468 elapsed: 739957 microseconds783dradius: 1.5 k: 97 -> point count: 742 - 2021-02-24 00:32:42.410158 elapsed: 763627 microseconds784dradius: 1.5 k: 97 -> point count: 752 - 2021-02-24 00:32:43.126427 elapsed: 716194 microseconds785dradius: 1.5 k: 97 -> point count: 751 - 2021-02-24 00:32:43.897829 elapsed: 771337 microseconds786====== dradius: 1.5 k: 97 -> point count average: 750.2 - 2021-02-24 00:32:43.897878 average elapsed: 751750.0 microseconds787dradius: 1.5 k: 98 -> point count: 752 - 2021-02-24 00:32:44.658979 elapsed: 761054 microseconds788dradius: 1.5 k: 98 -> point count: 759 - 2021-02-24 00:32:45.405416 elapsed: 746373 microseconds789dradius: 1.5 k: 98 -> point count: 753 - 2021-02-24 00:32:46.167301 elapsed: 761810 microseconds790dradius: 1.5 k: 98 -> point count: 757 - 2021-02-24 00:32:46.885854 elapsed: 718487 microseconds791dradius: 1.5 k: 98 -> point count: 753 - 2021-02-24 00:32:47.642724 elapsed: 756793 microseconds792====== dradius: 1.5 k: 98 -> point count average: 754.8 - 2021-02-24 00:32:47.642777 average elapsed: 748903.4 microseconds793dradius: 1.5 k: 99 -> point count: 739 - 2021-02-24 00:32:48.362526 elapsed: 719701 microseconds794dradius: 1.5 k: 99 -> point count: 759 - 2021-02-24 00:32:49.100981 elapsed: 738390 microseconds795dradius: 1.5 k: 99 -> point count: 759 - 2021-02-24 00:32:49.853315 elapsed: 752273 microseconds796dradius: 1.5 k: 99 -> point count: 760 - 2021-02-24 00:32:50.565909 elapsed: 712533 microseconds797dradius: 1.5 k: 99 -> point count: 750 - 2021-02-24 00:32:51.298254 elapsed: 732282 microseconds798====== dradius: 1.5 k: 99 -> point count average: 753.4 - 2021-02-24 00:32:51.298302 average elapsed: 731035.8 microseconds799x, y: 200 , 200800dradius: 1.5 k: 1 -> point count: 15 - 2021-02-24 00:32:53.044358 elapsed: 745993 microseconds801dradius: 1.5 k: 1 -> point count: 9 - 2021-02-24 00:32:54.763765 elapsed: 719336 microseconds802dradius: 1.5 k: 1 -> point count: 7 - 2021-02-24 00:32:56.443569 elapsed: 679730 microseconds803dradius: 1.5 k: 1 -> point count: 9 - 2021-02-24 00:32:58.074342 elapsed: 630697 microseconds804dradius: 1.5 k: 1 -> point count: 18 - 2021-02-24 00:32:59.738101 elapsed: 663687 microseconds805====== dradius: 1.5 k: 1 -> point count average: 11.6 - 2021-02-24 00:32:59.738159 average elapsed: 687888.6 microseconds806dradius: 1.5 k: 2 -> point count: 358 - 2021-02-24 00:33:01.435456 elapsed: 697247 microseconds807dradius: 1.5 k: 2 -> point count: 311 - 2021-02-24 00:33:03.193251 elapsed: 757723 microseconds808dradius: 1.5 k: 2 -> point count: 196 - 2021-02-24 00:33:04.863288 elapsed: 669954 microseconds809dradius: 1.5 k: 2 -> point count: 2247 - 2021-02-24 00:33:06.681843 elapsed: 818482 microseconds810dradius: 1.5 k: 2 -> point count: 2806 - 2021-02-24 00:33:08.467278 elapsed: 785359 microseconds811====== dradius: 1.5 k: 2 -> point count average: 1183.6 - 2021-02-24 00:33:08.467333 average elapsed: 745753.0 microseconds812dradius: 1.5 k: 3 -> point count: 7813 - 2021-02-24 00:33:10.622162 elapsed: 154776 microseconds813dradius: 1.5 k: 3 -> point count: 7809 - 2021-02-24 00:33:12.782287 elapsed: 160008 microseconds814dradius: 1.5 k: 3 -> point count: 7823 - 2021-02-24 00:33:14.878564 elapsed: 96177 microseconds815dradius: 1.5 k: 3 -> point count: 7830 - 2021-02-24 00:33:17.050724 elapsed: 172049 microseconds816dradius: 1.5 k: 3 -> point count: 7932 - 2021-02-24 00:33:19.215296 elapsed: 164465 microseconds817====== dradius: 1.5 k: 3 -> point count average: 7841.4 - 2021-02-24 00:33:19.215354 average elapsed: 149495.0 microseconds818dradius: 1.5 k: 4 -> point count: 8830 - 2021-02-24 00:33:21.457161 elapsed: 241719 microseconds819dradius: 1.5 k: 4 -> point count: 8771 - 2021-02-24 00:33:23.755629 elapsed: 298335 microseconds820dradius: 1.5 k: 4 -> point count: 8799 - 2021-02-24 00:33:26.057067 elapsed: 301332 microseconds821dradius: 1.5 k: 4 -> point count: 8748 - 2021-02-24 00:33:28.294928 elapsed: 237763 microseconds822dradius: 1.5 k: 4 -> point count: 8746 - 2021-02-24 00:33:30.686364 elapsed: 391329 microseconds823====== dradius: 1.5 k: 4 -> point count average: 8778.8 - 2021-02-24 00:33:30.686419 average elapsed: 294095.6 microseconds824dradius: 1.5 k: 5 -> point count: 9300 - 2021-02-24 00:33:33.268242 elapsed: 581736 microseconds825dradius: 1.5 k: 5 -> point count: 9311 - 2021-02-24 00:33:35.811698 elapsed: 543347 microseconds826dradius: 1.5 k: 5 -> point count: 9388 - 2021-02-24 00:33:38.414112 elapsed: 602308 microseconds827dradius: 1.5 k: 5 -> point count: 9286 - 2021-02-24 00:33:40.895762 elapsed: 481539 microseconds828dradius: 1.5 k: 5 -> point count: 9282 - 2021-02-24 00:33:43.432693 elapsed: 536819 microseconds829====== dradius: 1.5 k: 5 -> point count average: 9313.4 - 2021-02-24 00:33:43.432757 average elapsed: 549149.8 microseconds830dradius: 1.5 k: 6 -> point count: 9604 - 2021-02-24 00:33:45.996953 elapsed: 564093 microseconds831dradius: 1.5 k: 6 -> point count: 9595 - 2021-02-24 00:33:48.618734 elapsed: 621676 microseconds832dradius: 1.5 k: 6 -> point count: 9632 - 2021-02-24 00:33:51.214225 elapsed: 595379 microseconds833dradius: 1.5 k: 6 -> point count: 9639 - 2021-02-24 00:33:53.850586 elapsed: 636253 microseconds834dradius: 1.5 k: 6 -> point count: 9570 - 2021-02-24 00:33:56.382717 elapsed: 532030 microseconds835====== dradius: 1.5 k: 6 -> point count average: 9608.0 - 2021-02-24 00:33:56.382772 average elapsed: 589886.2 microseconds836dradius: 1.5 k: 7 -> point count: 9787 - 2021-02-24 00:33:59.044643 elapsed: 661786 microseconds837dradius: 1.5 k: 7 -> point count: 9830 - 2021-02-24 00:34:01.660858 elapsed: 616040 microseconds838dradius: 1.5 k: 7 -> point count: 9834 - 2021-02-24 00:34:04.439364 elapsed: 778400 microseconds839dradius: 1.5 k: 7 -> point count: 9885 - 2021-02-24 00:34:07.380987 elapsed: 941490 microseconds840dradius: 1.5 k: 7 -> point count: 9815 - 2021-02-24 00:34:10.168121 elapsed: 787014 microseconds841====== dradius: 1.5 k: 7 -> point count average: 9830.2 - 2021-02-24 00:34:10.168182 average elapsed: 756946.0 microseconds842dradius: 1.5 k: 8 -> point count: 9970 - 2021-02-24 00:34:12.937105 elapsed: 768835 microseconds843dradius: 1.5 k: 8 -> point count: 10019 - 2021-02-24 00:34:15.699131 elapsed: 761916 microseconds844dradius: 1.5 k: 8 -> point count: 10022 - 2021-02-24 00:34:18.359064 elapsed: 659834 microseconds845dradius: 1.5 k: 8 -> point count: 9965 - 2021-02-24 00:34:21.071289 elapsed: 712113 microseconds846dradius: 1.5 k: 8 -> point count: 9977 - 2021-02-24 00:34:23.691737 elapsed: 620351 microseconds847====== dradius: 1.5 k: 8 -> point count average: 9990.6 - 2021-02-24 00:34:23.691793 average elapsed: 704609.8 microseconds848dradius: 1.5 k: 9 -> point count: 10183 - 2021-02-24 00:34:26.493975 elapsed: 802105 microseconds849dradius: 1.5 k: 9 -> point count: 10153 - 2021-02-24 00:34:29.225887 elapsed: 731816 microseconds850dradius: 1.5 k: 9 -> point count: 10161 - 2021-02-24 00:34:32.017724 elapsed: 791720 microseconds851dradius: 1.5 k: 9 -> point count: 10205 - 2021-02-24 00:34:34.762817 elapsed: 744994 microseconds852dradius: 1.5 k: 9 -> point count: 10117 - 2021-02-24 00:34:37.614489 elapsed: 851572 microseconds853====== dradius: 1.5 k: 9 -> point count average: 10163.8 - 2021-02-24 00:34:37.614548 average elapsed: 784441.4 microseconds854dradius: 1.5 k: 10 -> point count: 10250 - 2021-02-24 00:34:40.616194 elapsed: 1566 microseconds855dradius: 1.5 k: 10 -> point count: 10225 - 2021-02-24 00:34:43.656358 elapsed: 40055 microseconds856dradius: 1.5 k: 10 -> point count: 10271 - 2021-02-24 00:34:46.871544 elapsed: 215064 microseconds857dradius: 1.5 k: 10 -> point count: 10201 - 2021-02-24 00:34:49.978298 elapsed: 106644 microseconds858dradius: 1.5 k: 10 -> point count: 10212 - 2021-02-24 00:34:52.950973 elapsed: 972570 microseconds859====== dradius: 1.5 k: 10 -> point count average: 10231.8 - 2021-02-24 00:34:52.951029 average elapsed: 267179.8 microseconds860dradius: 1.5 k: 11 -> point count: 10331 - 2021-02-24 00:34:55.966109 elapsed: 15001 microseconds861dradius: 1.5 k: 11 -> point count: 10344 - 2021-02-24 00:34:59.400073 elapsed: 433861 microseconds862dradius: 1.5 k: 11 -> point count: 10312 - 2021-02-24 00:35:02.777854 elapsed: 377678 microseconds863dradius: 1.5 k: 11 -> point count: 10316 - 2021-02-24 00:35:05.897999 elapsed: 120025 microseconds864dradius: 1.5 k: 11 -> point count: 10354 - 2021-02-24 00:35:08.946664 elapsed: 48541 microseconds865====== dradius: 1.5 k: 11 -> point count average: 10331.4 - 2021-02-24 00:35:08.946722 average elapsed: 199021.2 microseconds866dradius: 1.5 k: 12 -> point count: 10370 - 2021-02-24 00:35:12.071312 elapsed: 124514 microseconds867dradius: 1.5 k: 12 -> point count: 10427 - 2021-02-24 00:35:15.231691 elapsed: 160281 microseconds868dradius: 1.5 k: 12 -> point count: 10438 - 2021-02-24 00:35:18.398741 elapsed: 166951 microseconds869dradius: 1.5 k: 12 -> point count: 10411 - 2021-02-24 00:35:21.597416 elapsed: 198559 microseconds870dradius: 1.5 k: 12 -> point count: 10461 - 2021-02-24 00:35:24.758656 elapsed: 161143 microseconds871====== dradius: 1.5 k: 12 -> point count average: 10421.4 - 2021-02-24 00:35:24.758712 average elapsed: 162289.6 microseconds872dradius: 1.5 k: 13 -> point count: 10487 - 2021-02-24 00:35:28.148852 elapsed: 390062 microseconds873dradius: 1.5 k: 13 -> point count: 10507 - 2021-02-24 00:35:31.521966 elapsed: 373017 microseconds874dradius: 1.5 k: 13 -> point count: 10494 - 2021-02-24 00:35:34.950324 elapsed: 428256 microseconds875dradius: 1.5 k: 13 -> point count: 10524 - 2021-02-24 00:35:38.303617 elapsed: 353187 microseconds876dradius: 1.5 k: 13 -> point count: 10476 - 2021-02-24 00:35:41.737771 elapsed: 434020 microseconds877====== dradius: 1.5 k: 13 -> point count average: 10497.6 - 2021-02-24 00:35:41.737835 average elapsed: 395708.4 microseconds878dradius: 1.5 k: 14 -> point count: 10524 - 2021-02-24 00:35:45.202152 elapsed: 464231 microseconds879dradius: 1.5 k: 14 -> point count: 10559 - 2021-02-24 00:35:48.717947 elapsed: 515695 microseconds880dradius: 1.5 k: 14 -> point count: 10579 - 2021-02-24 00:35:52.082482 elapsed: 364430 microseconds881dradius: 1.5 k: 14 -> point count: 10614 - 2021-02-24 00:35:55.500418 elapsed: 417828 microseconds882dradius: 1.5 k: 14 -> point count: 10512 - 2021-02-24 00:35:58.917907 elapsed: 417359 microseconds883====== dradius: 1.5 k: 14 -> point count average: 10557.6 - 2021-02-24 00:35:58.917966 average elapsed: 435908.6 microseconds884dradius: 1.5 k: 15 -> point count: 10660 - 2021-02-24 00:36:02.421541 elapsed: 503495 microseconds885dradius: 1.5 k: 15 -> point count: 10645 - 2021-02-24 00:36:05.954433 elapsed: 532712 microseconds886dradius: 1.5 k: 15 -> point count: 10601 - 2021-02-24 00:36:09.419047 elapsed: 464497 microseconds887dradius: 1.5 k: 15 -> point count: 10584 - 2021-02-24 00:36:12.961956 elapsed: 542803 microseconds888dradius: 1.5 k: 15 -> point count: 10621 - 2021-02-24 00:36:16.345175 elapsed: 383113 microseconds889====== dradius: 1.5 k: 15 -> point count average: 10622.2 - 2021-02-24 00:36:16.345230 average elapsed: 485324.0 microseconds890dradius: 1.5 k: 16 -> point count: 10667 - 2021-02-24 00:36:19.872170 elapsed: 526855 microseconds891dradius: 1.5 k: 16 -> point count: 10716 - 2021-02-24 00:36:23.367104 elapsed: 494837 microseconds892dradius: 1.5 k: 16 -> point count: 10650 - 2021-02-24 00:36:26.979070 elapsed: 611857 microseconds893dradius: 1.5 k: 16 -> point count: 10631 - 2021-02-24 00:36:30.558500 elapsed: 579312 microseconds894dradius: 1.5 k: 16 -> point count: 10676 - 2021-02-24 00:36:34.160272 elapsed: 601587 microseconds895====== dradius: 1.5 k: 16 -> point count average: 10668.0 - 2021-02-24 00:36:34.160336 average elapsed: 562889.6 microseconds896dradius: 1.5 k: 17 -> point count: 10747 - 2021-02-24 00:36:37.859670 elapsed: 699244 microseconds897dradius: 1.5 k: 17 -> point count: 10710 - 2021-02-24 00:36:41.444664 elapsed: 584851 microseconds898dradius: 1.5 k: 17 -> point count: 10711 - 2021-02-24 00:36:45.076746 elapsed: 631948 microseconds899dradius: 1.5 k: 17 -> point count: 10720 - 2021-02-24 00:36:48.943825 elapsed: 866970 microseconds900dradius: 1.5 k: 17 -> point count: 10685 - 2021-02-24 00:36:52.799256 elapsed: 855285 microseconds901====== dradius: 1.5 k: 17 -> point count average: 10714.6 - 2021-02-24 00:36:52.799313 average elapsed: 727659.6 microseconds902dradius: 1.5 k: 18 -> point count: 10831 - 2021-02-24 00:36:56.591112 elapsed: 791722 microseconds903dradius: 1.5 k: 18 -> point count: 10766 - 2021-02-24 00:37:00.346015 elapsed: 754798 microseconds904dradius: 1.5 k: 18 -> point count: 10786 - 2021-02-24 00:37:04.046604 elapsed: 700482 microseconds905dradius: 1.5 k: 18 -> point count: 10772 - 2021-02-24 00:37:07.744087 elapsed: 697347 microseconds906dradius: 1.5 k: 18 -> point count: 10776 - 2021-02-24 00:37:11.485726 elapsed: 741541 microseconds907====== dradius: 1.5 k: 18 -> point count average: 10786.2 - 2021-02-24 00:37:11.485786 average elapsed: 737178.0 microseconds908dradius: 1.5 k: 19 -> point count: 10766 - 2021-02-24 00:37:15.238141 elapsed: 752277 microseconds909dradius: 1.5 k: 19 -> point count: 10828 - 2021-02-24 00:37:19.088647 elapsed: 850407 microseconds910dradius: 1.5 k: 19 -> point count: 10838 - 2021-02-24 00:37:23.047502 elapsed: 958759 microseconds911dradius: 1.5 k: 19 -> point count: 10806 - 2021-02-24 00:37:27.083622 elapsed: 36026 microseconds912dradius: 1.5 k: 19 -> point count: 10816 - 2021-02-24 00:37:31.069228 elapsed: 985505 microseconds913====== dradius: 1.5 k: 19 -> point count average: 10810.8 - 2021-02-24 00:37:31.069286 average elapsed: 716594.8 microseconds914dradius: 1.5 k: 20 -> point count: 10883 - 2021-02-24 00:37:35.147996 elapsed: 78628 microseconds915dradius: 1.5 k: 20 -> point count: 10890 - 2021-02-24 00:37:39.142707 elapsed: 994612 microseconds916dradius: 1.5 k: 20 -> point count: 10890 - 2021-02-24 00:37:43.208239 elapsed: 65430 microseconds917dradius: 1.5 k: 20 -> point count: 10802 - 2021-02-24 00:37:47.237783 elapsed: 29442 microseconds918dradius: 1.5 k: 20 -> point count: 10809 - 2021-02-24 00:37:51.240396 elapsed: 2504 microseconds919====== dradius: 1.5 k: 20 -> point count average: 10854.8 - 2021-02-24 00:37:51.240451 average elapsed: 234123.2 microseconds920dradius: 1.5 k: 21 -> point count: 10849 - 2021-02-24 00:37:55.298206 elapsed: 57680 microseconds921dradius: 1.5 k: 21 -> point count: 10870 - 2021-02-24 00:37:59.406647 elapsed: 108344 microseconds922dradius: 1.5 k: 21 -> point count: 10911 - 2021-02-24 00:38:03.649387 elapsed: 242635 microseconds923dradius: 1.5 k: 21 -> point count: 10934 - 2021-02-24 00:38:07.724516 elapsed: 74999 microseconds924dradius: 1.5 k: 21 -> point count: 10838 - 2021-02-24 00:38:11.711291 elapsed: 986679 microseconds925====== dradius: 1.5 k: 21 -> point count average: 10880.4 - 2021-02-24 00:38:11.711346 average elapsed: 294067.4 microseconds926dradius: 1.5 k: 22 -> point count: 10937 - 2021-02-24 00:38:15.753518 elapsed: 42098 microseconds927dradius: 1.5 k: 22 -> point count: 10900 - 2021-02-24 00:38:19.818731 elapsed: 65108 microseconds928dradius: 1.5 k: 22 -> point count: 10961 - 2021-02-24 00:38:24.013799 elapsed: 194972 microseconds929dradius: 1.5 k: 22 -> point count: 10892 - 2021-02-24 00:38:28.166746 elapsed: 152848 microseconds930dradius: 1.5 k: 22 -> point count: 10884 - 2021-02-24 00:38:32.263965 elapsed: 97123 microseconds931====== dradius: 1.5 k: 22 -> point count average: 10914.8 - 2021-02-24 00:38:32.264019 average elapsed: 110429.8 microseconds932dradius: 1.5 k: 23 -> point count: 10950 - 2021-02-24 00:38:36.445863 elapsed: 181767 microseconds933dradius: 1.5 k: 23 -> point count: 10989 - 2021-02-24 00:38:40.496928 elapsed: 50957 microseconds934dradius: 1.5 k: 23 -> point count: 10954 - 2021-02-24 00:38:44.753821 elapsed: 256797 microseconds935dradius: 1.5 k: 23 -> point count: 10938 - 2021-02-24 00:38:49.260517 elapsed: 506596 microseconds936dradius: 1.5 k: 23 -> point count: 10932 - 2021-02-24 00:38:53.706232 elapsed: 445610 microseconds937====== dradius: 1.5 k: 23 -> point count average: 10952.6 - 2021-02-24 00:38:53.706292 average elapsed: 288345.4 microseconds938dradius: 1.5 k: 24 -> point count: 10981 - 2021-02-24 00:38:58.012933 elapsed: 306544 microseconds939dradius: 1.5 k: 24 -> point count: 10991 - 2021-02-24 00:39:02.251644 elapsed: 238610 microseconds940dradius: 1.5 k: 24 -> point count: 10973 - 2021-02-24 00:39:06.490883 elapsed: 239135 microseconds941dradius: 1.5 k: 24 -> point count: 10996 - 2021-02-24 00:39:10.809241 elapsed: 318256 microseconds942dradius: 1.5 k: 24 -> point count: 10991 - 2021-02-24 00:39:15.124543 elapsed: 315196 microseconds943====== dradius: 1.5 k: 24 -> point count average: 10986.4 - 2021-02-24 00:39:15.124599 average elapsed: 283548.2 microseconds944dradius: 1.5 k: 25 -> point count: 10921 - 2021-02-24 00:39:19.704012 elapsed: 579336 microseconds945dradius: 1.5 k: 25 -> point count: 10947 - 2021-02-24 00:39:24.221481 elapsed: 517365 microseconds946dradius: 1.5 k: 25 -> point count: 11012 - 2021-02-24 00:39:28.816913 elapsed: 595296 microseconds947dradius: 1.5 k: 25 -> point count: 10986 - 2021-02-24 00:39:33.299992 elapsed: 482979 microseconds948dradius: 1.5 k: 25 -> point count: 10988 - 2021-02-24 00:39:37.862517 elapsed: 562424 microseconds949====== dradius: 1.5 k: 25 -> point count average: 10970.8 - 2021-02-24 00:39:37.862578 average elapsed: 547480.0 microseconds950dradius: 1.5 k: 26 -> point count: 11015 - 2021-02-24 00:39:42.541848 elapsed: 679189 microseconds951dradius: 1.5 k: 26 -> point count: 11040 - 2021-02-24 00:39:47.166240 elapsed: 624291 microseconds952dradius: 1.5 k: 26 -> point count: 11038 - 2021-02-24 00:39:51.824350 elapsed: 658008 microseconds953dradius: 1.5 k: 26 -> point count: 11019 - 2021-02-24 00:39:56.417864 elapsed: 593412 microseconds954dradius: 1.5 k: 26 -> point count: 10997 - 2021-02-24 00:40:00.993564 elapsed: 575554 microseconds955====== dradius: 1.5 k: 26 -> point count average: 11021.8 - 2021-02-24 00:40:00.993620 average elapsed: 626090.8 microseconds956dradius: 1.5 k: 27 -> point count: 11030 - 2021-02-24 00:40:05.900322 elapsed: 906625 microseconds957dradius: 1.5 k: 27 -> point count: 11038 - 2021-02-24 00:40:11.085871 elapsed: 185450 microseconds958dradius: 1.5 k: 27 -> point count: 11039 - 2021-02-24 00:40:15.884207 elapsed: 798219 microseconds959dradius: 1.5 k: 27 -> point count: 11082 - 2021-02-24 00:40:20.523163 elapsed: 638845 microseconds960dradius: 1.5 k: 27 -> point count: 11013 - 2021-02-24 00:40:25.069214 elapsed: 545953 microseconds961====== dradius: 1.5 k: 27 -> point count average: 11040.4 - 2021-02-24 00:40:25.069270 average elapsed: 615018.4 microseconds962dradius: 1.5 k: 28 -> point count: 11059 - 2021-02-24 00:40:29.832123 elapsed: 762766 microseconds963dradius: 1.5 k: 28 -> point count: 11071 - 2021-02-24 00:40:34.503520 elapsed: 671291 microseconds964dradius: 1.5 k: 28 -> point count: 11077 - 2021-02-24 00:40:39.218429 elapsed: 714767 microseconds965dradius: 1.5 k: 28 -> point count: 11050 - 2021-02-24 00:40:43.941955 elapsed: 723423 microseconds966dradius: 1.5 k: 28 -> point count: 11126 - 2021-02-24 00:40:49.018280 elapsed: 76222 microseconds967====== dradius: 1.5 k: 28 -> point count average: 11076.6 - 2021-02-24 00:40:49.018335 average elapsed: 589693.8 microseconds968dradius: 1.5 k: 29 -> point count: 11090 - 2021-02-24 00:40:53.971147 elapsed: 952734 microseconds969dradius: 1.5 k: 29 -> point count: 11064 - 2021-02-24 00:40:58.773191 elapsed: 801939 microseconds970dradius: 1.5 k: 29 -> point count: 11137 - 2021-02-24 00:41:03.711913 elapsed: 938617 microseconds971dradius: 1.5 k: 29 -> point count: 11070 - 2021-02-24 00:41:08.473790 elapsed: 761737 microseconds972dradius: 1.5 k: 29 -> point count: 11104 - 2021-02-24 00:41:13.396151 elapsed: 922229 microseconds973====== dradius: 1.5 k: 29 -> point count average: 11093.0 - 2021-02-24 00:41:13.396223 average elapsed: 875451.2 microseconds974dradius: 1.5 k: 30 -> point count: 11132 - 2021-02-24 00:41:18.452852 elapsed: 56546 microseconds975dradius: 1.5 k: 30 -> point count: 11103 - 2021-02-24 00:41:23.520222 elapsed: 67272 microseconds976dradius: 1.5 k: 30 -> point count: 11058 - 2021-02-24 00:41:28.486001 elapsed: 965679 microseconds977dradius: 1.5 k: 30 -> point count: 11078 - 2021-02-24 00:41:33.514412 elapsed: 28310 microseconds978dradius: 1.5 k: 30 -> point count: 11117 - 2021-02-24 00:41:38.592581 elapsed: 78029 microseconds979====== dradius: 1.5 k: 30 -> point count average: 11097.6 - 2021-02-24 00:41:38.592637 average elapsed: 239167.2 microseconds980dradius: 1.5 k: 31 -> point count: 11124 - 2021-02-24 00:41:43.742481 elapsed: 149764 microseconds981dradius: 1.5 k: 31 -> point count: 11144 - 2021-02-24 00:41:48.796122 elapsed: 53504 microseconds982dradius: 1.5 k: 31 -> point count: 11100 - 2021-02-24 00:41:54.003615 elapsed: 207387 microseconds983dradius: 1.5 k: 31 -> point count: 11132 - 2021-02-24 00:41:59.223372 elapsed: 219649 microseconds984dradius: 1.5 k: 31 -> point count: 11162 - 2021-02-24 00:42:04.252556 elapsed: 29077 microseconds985====== dradius: 1.5 k: 31 -> point count average: 11132.4 - 2021-02-24 00:42:04.252613 average elapsed: 131876.2 microseconds986dradius: 1.5 k: 32 -> point count: 11161 - 2021-02-24 00:42:09.389817 elapsed: 137123 microseconds987dradius: 1.5 k: 32 -> point count: 11127 - 2021-02-24 00:42:14.497359 elapsed: 107442 microseconds988dradius: 1.5 k: 32 -> point count: 11200 - 2021-02-24 00:42:19.612047 elapsed: 114588 microseconds989dradius: 1.5 k: 32 -> point count: 11155 - 2021-02-24 00:42:24.696340 elapsed: 84195 microseconds990dradius: 1.5 k: 32 -> point count: 11112 - 2021-02-24 00:42:29.638388 elapsed: 941939 microseconds991====== dradius: 1.5 k: 32 -> point count average: 11151.0 - 2021-02-24 00:42:29.638442 average elapsed: 277057.4 microseconds992dradius: 1.5 k: 33 -> point count: 11145 - 2021-02-24 00:42:34.727767 elapsed: 89241 microseconds993dradius: 1.5 k: 33 -> point count: 11170 - 2021-02-24 00:42:39.945386 elapsed: 217516 microseconds994dradius: 1.5 k: 33 -> point count: 11171 - 2021-02-24 00:42:45.045674 elapsed: 100184 microseconds995dradius: 1.5 k: 33 -> point count: 11130 - 2021-02-24 00:42:50.335792 elapsed: 290007 microseconds996dradius: 1.5 k: 33 -> point count: 11161 - 2021-02-24 00:42:55.909809 elapsed: 573896 microseconds997====== dradius: 1.5 k: 33 -> point count average: 11155.4 - 2021-02-24 00:42:55.909862 average elapsed: 254168.8 microseconds998dradius: 1.5 k: 34 -> point count: 11127 - 2021-02-24 00:43:01.197959 elapsed: 288016 microseconds999dradius: 1.5 k: 34 -> point count: 11194 - 2021-02-24 00:43:06.377738 elapsed: 179683 microseconds1000dradius: 1.5 k: 34 -> point count: 11175 - 2021-02-24 00:43:11.889197 elapsed: 511360 microseconds1001dradius: 1.5 k: 34 -> point count: 11189 - 2021-02-24 00:43:17.403766 elapsed: 514461 microseconds1002dradius: 1.5 k: 34 -> point count: 11196 - 2021-02-24 00:43:22.776630 elapsed: 372761 microseconds1003====== dradius: 1.5 k: 34 -> point count average: 11176.2 - 2021-02-24 00:43:22.776684 average elapsed: 373256.2 microseconds1004dradius: 1.5 k: 35 -> point count: 11159 - 2021-02-24 00:43:28.209749 elapsed: 432986 microseconds1005dradius: 1.5 k: 35 -> point count: 11207 - 2021-02-24 00:43:33.768206 elapsed: 558329 microseconds1006dradius: 1.5 k: 35 -> point count: 11211 - 2021-02-24 00:43:39.336477 elapsed: 568170 microseconds1007dradius: 1.5 k: 35 -> point count: 11172 - 2021-02-24 00:43:44.737219 elapsed: 400644 microseconds1008dradius: 1.5 k: 35 -> point count: 11183 - 2021-02-24 00:43:50.238906 elapsed: 501589 microseconds1009====== dradius: 1.5 k: 35 -> point count average: 11186.4 - 2021-02-24 00:43:50.238960 average elapsed: 492343.6 microseconds1010dradius: 1.5 k: 36 -> point count: 11207 - 2021-02-24 00:43:55.845027 elapsed: 605990 microseconds1011dradius: 1.5 k: 36 -> point count: 11182 - 2021-02-24 00:44:01.076271 elapsed: 231144 microseconds1012dradius: 1.5 k: 36 -> point count: 11218 - 2021-02-24 00:44:06.492142 elapsed: 415777 microseconds1013dradius: 1.5 k: 36 -> point count: 11251 - 2021-02-24 00:44:11.955858 elapsed: 463614 microseconds1014dradius: 1.5 k: 36 -> point count: 11197 - 2021-02-24 00:44:17.389546 elapsed: 433596 microseconds1015====== dradius: 1.5 k: 36 -> point count average: 11211.0 - 2021-02-24 00:44:17.389599 average elapsed: 430024.2 microseconds1016dradius: 1.5 k: 37 -> point count: 11269 - 2021-02-24 00:44:23.027890 elapsed: 638216 microseconds1017dradius: 1.5 k: 37 -> point count: 11222 - 2021-02-24 00:44:28.547022 elapsed: 519028 microseconds1018dradius: 1.5 k: 37 -> point count: 11267 - 2021-02-24 00:44:34.225939 elapsed: 678816 microseconds1019dradius: 1.5 k: 37 -> point count: 11232 - 2021-02-24 00:44:39.722496 elapsed: 496456 microseconds1020dradius: 1.5 k: 37 -> point count: 11253 - 2021-02-24 00:44:45.414596 elapsed: 691988 microseconds1021====== dradius: 1.5 k: 37 -> point count average: 11248.6 - 2021-02-24 00:44:45.414654 average elapsed: 604900.8 microseconds1022dradius: 1.5 k: 38 -> point count: 11198 - 2021-02-24 00:44:51.523608 elapsed: 108871 microseconds1023dradius: 1.5 k: 38 -> point count: 11245 - 2021-02-24 00:44:57.136008 elapsed: 612298 microseconds1024dradius: 1.5 k: 38 -> point count: 11253 - 2021-02-24 00:45:02.704092 elapsed: 567990 microseconds1025dradius: 1.5 k: 38 -> point count: 11255 - 2021-02-24 00:45:08.580186 elapsed: 875997 microseconds1026dradius: 1.5 k: 38 -> point count: 11296 - 2021-02-24 00:45:14.415638 elapsed: 835344 microseconds1027====== dradius: 1.5 k: 38 -> point count average: 11249.4 - 2021-02-24 00:45:14.415694 average elapsed: 600100.0 microseconds1028dradius: 1.5 k: 39 -> point count: 11321 - 2021-02-24 00:45:20.242033 elapsed: 826264 microseconds1029dradius: 1.5 k: 39 -> point count: 11264 - 2021-02-24 00:45:26.131856 elapsed: 889720 microseconds1030dradius: 1.5 k: 39 -> point count: 11264 - 2021-02-24 00:45:32.093575 elapsed: 961619 microseconds1031dradius: 1.5 k: 39 -> point count: 11270 - 2021-02-24 00:45:37.952220 elapsed: 858543 microseconds1032dradius: 1.5 k: 39 -> point count: 11252 - 2021-02-24 00:45:43.959446 elapsed: 7127 microseconds1033====== dradius: 1.5 k: 39 -> point count average: 11274.2 - 2021-02-24 00:45:43.959529 average elapsed: 708654.6 microseconds1034dradius: 1.5 k: 40 -> point count: 11237 - 2021-02-24 00:45:49.949841 elapsed: 990199 microseconds1035dradius: 1.5 k: 40 -> point count: 11257 - 2021-02-24 00:45:55.817045 elapsed: 867104 microseconds1036dradius: 1.5 k: 40 -> point count: 11276 - 2021-02-24 00:46:01.700704 elapsed: 883540 microseconds1037dradius: 1.5 k: 40 -> point count: 11264 - 2021-02-24 00:46:07.414238 elapsed: 713440 microseconds1038dradius: 1.5 k: 40 -> point count: 11290 - 2021-02-24 00:46:13.158705 elapsed: 744361 microseconds1039====== dradius: 1.5 k: 40 -> point count average: 11264.8 - 2021-02-24 00:46:13.158758 average elapsed: 839728.8 microseconds1040dradius: 1.5 k: 41 -> point count: 11266 - 2021-02-24 00:46:19.040992 elapsed: 882154 microseconds1041dradius: 1.5 k: 41 -> point count: 11328 - 2021-02-24 00:46:24.924278 elapsed: 883184 microseconds1042dradius: 1.5 k: 41 -> point count: 11289 - 2021-02-24 00:46:30.843693 elapsed: 919307 microseconds1043dradius: 1.5 k: 41 -> point count: 11372 - 2021-02-24 00:46:36.904911 elapsed: 61055 microseconds1044dradius: 1.5 k: 41 -> point count: 11324 - 2021-02-24 00:46:42.862257 elapsed: 957238 microseconds1045====== dradius: 1.5 k: 41 -> point count average: 11315.8 - 2021-02-24 00:46:42.862317 average elapsed: 740587.6 microseconds1046dradius: 1.5 k: 42 -> point count: 11245 - 2021-02-24 00:46:49.049402 elapsed: 186998 microseconds1047dradius: 1.5 k: 42 -> point count: 11361 - 2021-02-24 00:46:55.469455 elapsed: 419944 microseconds1048dradius: 1.5 k: 42 -> point count: 11364 - 2021-02-24 00:47:01.611323 elapsed: 141769 microseconds1049dradius: 1.5 k: 42 -> point count: 11279 - 2021-02-24 00:47:07.794342 elapsed: 182920 microseconds1050dradius: 1.5 k: 42 -> point count: 11298 - 2021-02-24 00:47:14.136052 elapsed: 341600 microseconds1051====== dradius: 1.5 k: 42 -> point count average: 11309.4 - 2021-02-24 00:47:14.136107 average elapsed: 254646.2 microseconds1052dradius: 1.5 k: 43 -> point count: 11347 - 2021-02-24 00:47:20.438254 elapsed: 302069 microseconds1053dradius: 1.5 k: 43 -> point count: 11299 - 2021-02-24 00:47:26.691621 elapsed: 253263 microseconds1054dradius: 1.5 k: 43 -> point count: 11310 - 2021-02-24 00:47:33.173226 elapsed: 481484 microseconds1055dradius: 1.5 k: 43 -> point count: 11298 - 2021-02-24 00:47:39.425495 elapsed: 252168 microseconds1056dradius: 1.5 k: 43 -> point count: 11355 - 2021-02-24 00:47:45.557985 elapsed: 132393 microseconds1057====== dradius: 1.5 k: 43 -> point count average: 11321.8 - 2021-02-24 00:47:45.558040 average elapsed: 284275.4 microseconds1058dradius: 1.5 k: 44 -> point count: 11315 - 2021-02-24 00:47:51.582550 elapsed: 24433 microseconds1059dradius: 1.5 k: 44 -> point count: 11349 - 2021-02-24 00:47:57.643255 elapsed: 60606 microseconds1060dradius: 1.5 k: 44 -> point count: 11337 - 2021-02-24 00:48:03.774927 elapsed: 131577 microseconds1061dradius: 1.5 k: 44 -> point count: 11324 - 2021-02-24 00:48:10.086928 elapsed: 311896 microseconds1062dradius: 1.5 k: 44 -> point count: 11312 - 2021-02-24 00:48:16.292801 elapsed: 205768 microseconds1063====== dradius: 1.5 k: 44 -> point count average: 11327.4 - 2021-02-24 00:48:16.292855 average elapsed: 146856.0 microseconds1064dradius: 1.5 k: 45 -> point count: 11325 - 2021-02-24 00:48:22.454386 elapsed: 161450 microseconds1065dradius: 1.5 k: 45 -> point count: 11334 - 2021-02-24 00:48:28.816466 elapsed: 361972 microseconds1066dradius: 1.5 k: 45 -> point count: 11365 - 2021-02-24 00:48:35.271734 elapsed: 455169 microseconds1067dradius: 1.5 k: 45 -> point count: 11332 - 2021-02-24 00:48:41.435548 elapsed: 163711 microseconds1068dradius: 1.5 k: 45 -> point count: 11353 - 2021-02-24 00:48:48.097613 elapsed: 661970 microseconds1069====== dradius: 1.5 k: 45 -> point count average: 11341.8 - 2021-02-24 00:48:48.097669 average elapsed: 360854.4 microseconds1070dradius: 1.5 k: 46 -> point count: 11345 - 2021-02-24 00:48:54.593039 elapsed: 495294 microseconds1071dradius: 1.5 k: 46 -> point count: 11334 - 2021-02-24 00:49:01.102277 elapsed: 509142 microseconds1072dradius: 1.5 k: 46 -> point count: 11278 - 2021-02-24 00:49:07.550651 elapsed: 448270 microseconds1073dradius: 1.5 k: 46 -> point count: 11389 - 2021-02-24 00:49:14.183365 elapsed: 632605 microseconds1074dradius: 1.5 k: 46 -> point count: 11371 - 2021-02-24 00:49:20.799421 elapsed: 615945 microseconds1075====== dradius: 1.5 k: 46 -> point count average: 11343.4 - 2021-02-24 00:49:20.799475 average elapsed: 540251.2 microseconds1076dradius: 1.5 k: 47 -> point count: 11310 - 2021-02-24 00:49:27.426720 elapsed: 627152 microseconds1077dradius: 1.5 k: 47 -> point count: 11381 - 2021-02-24 00:49:34.771873 elapsed: 345043 microseconds1078dradius: 1.5 k: 47 -> point count: 11407 - 2021-02-24 00:49:41.324604 elapsed: 552626 microseconds1079dradius: 1.5 k: 47 -> point count: 11359 - 2021-02-24 00:49:47.650951 elapsed: 326246 microseconds1080dradius: 1.5 k: 47 -> point count: 11377 - 2021-02-24 00:49:53.880712 elapsed: 229664 microseconds1081====== dradius: 1.5 k: 47 -> point count average: 11366.8 - 2021-02-24 00:49:53.880769 average elapsed: 416146.2 microseconds1082dradius: 1.5 k: 48 -> point count: 11415 - 2021-02-24 00:50:00.359335 elapsed: 478489 microseconds1083dradius: 1.5 k: 48 -> point count: 11356 - 2021-02-24 00:50:07.115887 elapsed: 756449 microseconds1084dradius: 1.5 k: 48 -> point count: 11368 - 2021-02-24 00:50:14.357291 elapsed: 241248 microseconds1085dradius: 1.5 k: 48 -> point count: 11357 - 2021-02-24 00:50:21.420025 elapsed: 62630 microseconds1086dradius: 1.5 k: 48 -> point count: 11363 - 2021-02-24 00:50:28.928873 elapsed: 508720 microseconds1087====== dradius: 1.5 k: 48 -> point count average: 11371.8 - 2021-02-24 00:50:28.928931 average elapsed: 409507.2 microseconds1088dradius: 1.5 k: 49 -> point count: 11383 - 2021-02-24 00:50:37.031987 elapsed: 102974 microseconds1089dradius: 1.5 k: 49 -> point count: 11407 - 2021-02-24 00:50:44.531855 elapsed: 499747 microseconds1090dradius: 1.5 k: 49 -> point count: 11402 - 2021-02-24 00:50:54.514977 elapsed: 982966 microseconds1091dradius: 1.5 k: 49 -> point count: 11451 - 2021-02-24 00:51:01.715639 elapsed: 200554 microseconds1092dradius: 1.5 k: 49 -> point count: 11368 - 2021-02-24 00:51:10.326627 elapsed: 610887 microseconds1093====== dradius: 1.5 k: 49 -> point count average: 11402.2 - 2021-02-24 00:51:10.326685 average elapsed: 479425.6 microseconds1094dradius: 1.5 k: 50 -> point count: 11390 - 2021-02-24 00:51:19.159395 elapsed: 832619 microseconds1095dradius: 1.5 k: 50 -> point count: 11417 - 2021-02-24 00:51:28.894463 elapsed: 734921 microseconds1096dradius: 1.5 k: 50 -> point count: 11465 - 2021-02-24 00:51:36.694715 elapsed: 800135 microseconds1097dradius: 1.5 k: 50 -> point count: 11388 - 2021-02-24 00:51:44.556308 elapsed: 861493 microseconds1098dradius: 1.5 k: 50 -> point count: 11342 - 2021-02-24 00:51:51.847051 elapsed: 290617 microseconds1099====== dradius: 1.5 k: 50 -> point count average: 11400.4 - 2021-02-24 00:51:51.847142 average elapsed: 703957.0 microseconds1100dradius: 1.5 k: 51 -> point count: 11449 - 2021-02-24 00:51:59.070208 elapsed: 222950 microseconds1101dradius: 1.5 k: 51 -> point count: 11469 - 2021-02-24 00:52:06.751520 elapsed: 681209 microseconds1102dradius: 1.5 k: 51 -> point count: 11412 - 2021-02-24 00:52:14.524692 elapsed: 773066 microseconds1103dradius: 1.5 k: 51 -> point count: 11418 - 2021-02-24 00:52:22.306141 elapsed: 781339 microseconds1104dradius: 1.5 k: 51 -> point count: 11428 - 2021-02-24 00:52:29.736005 elapsed: 429753 microseconds1105====== dradius: 1.5 k: 51 -> point count average: 11435.2 - 2021-02-24 00:52:29.736060 average elapsed: 577663.4 microseconds1106dradius: 1.5 k: 52 -> point count: 11449 - 2021-02-24 00:52:37.387816 elapsed: 651661 microseconds1107dradius: 1.5 k: 52 -> point count: 11505 - 2021-02-24 00:52:45.047101 elapsed: 659168 microseconds1108dradius: 1.5 k: 52 -> point count: 11406 - 2021-02-24 00:52:52.817967 elapsed: 770730 microseconds1109dradius: 1.5 k: 52 -> point count: 11434 - 2021-02-24 00:53:00.117659 elapsed: 299586 microseconds1110dradius: 1.5 k: 52 -> point count: 11424 - 2021-02-24 00:53:07.431914 elapsed: 314156 microseconds1111====== dradius: 1.5 k: 52 -> point count average: 11443.6 - 2021-02-24 00:53:07.431977 average elapsed: 539060.2 microseconds1112dradius: 1.5 k: 53 -> point count: 11385 - 2021-02-24 00:53:14.794975 elapsed: 362910 microseconds1113dradius: 1.5 k: 53 -> point count: 11424 - 2021-02-24 00:53:22.033484 elapsed: 238411 microseconds1114dradius: 1.5 k: 53 -> point count: 11379 - 2021-02-24 00:53:29.126336 elapsed: 92756 microseconds1115dradius: 1.5 k: 53 -> point count: 11401 - 2021-02-24 00:53:36.220915 elapsed: 94483 microseconds1116dradius: 1.5 k: 53 -> point count: 11443 - 2021-02-24 00:53:43.396057 elapsed: 175043 microseconds1117====== dradius: 1.5 k: 53 -> point count average: 11406.4 - 2021-02-24 00:53:43.396111 average elapsed: 192720.6 microseconds1118dradius: 1.5 k: 54 -> point count: 11464 - 2021-02-24 00:53:50.875526 elapsed: 479338 microseconds1119dradius: 1.5 k: 54 -> point count: 11447 - 2021-02-24 00:54:00.047756 elapsed: 172088 microseconds1120dradius: 1.5 k: 54 -> point count: 11427 - 2021-02-24 00:54:08.234318 elapsed: 186436 microseconds1121dradius: 1.5 k: 54 -> point count: 11458 - 2021-02-24 00:54:16.210537 elapsed: 976110 microseconds1122dradius: 1.5 k: 54 -> point count: 11489 - 2021-02-24 00:54:23.869237 elapsed: 658592 microseconds1123====== dradius: 1.5 k: 54 -> point count average: 11457.0 - 2021-02-24 00:54:23.869311 average elapsed: 494512.8 microseconds1124dradius: 1.5 k: 55 -> point count: 11451 - 2021-02-24 00:54:31.795514 elapsed: 926106 microseconds1125dradius: 1.5 k: 55 -> point count: 11430 - 2021-02-24 00:54:39.349448 elapsed: 553828 microseconds1126dradius: 1.5 k: 55 -> point count: 11474 - 2021-02-24 00:54:48.553660 elapsed: 204105 microseconds1127dradius: 1.5 k: 55 -> point count: 11456 - 2021-02-24 00:54:58.960744 elapsed: 406961 microseconds1128dradius: 1.5 k: 55 -> point count: 11440 - 2021-02-24 00:55:09.996547 elapsed: 35686 microseconds1129====== dradius: 1.5 k: 55 -> point count average: 11450.2 - 2021-02-24 00:55:09.996608 average elapsed: 425337.2 microseconds1130dradius: 1.5 k: 56 -> point count: 11458 - 2021-02-24 00:55:18.838550 elapsed: 841838 microseconds1131dradius: 1.5 k: 56 -> point count: 11448 - 2021-02-24 00:55:28.530959 elapsed: 692292 microseconds1132dradius: 1.5 k: 56 -> point count: 11479 - 2021-02-24 00:55:39.023744 elapsed: 492667 microseconds1133dradius: 1.5 k: 56 -> point count: 11468 - 2021-02-24 00:55:48.064321 elapsed: 40436 microseconds1134dradius: 1.5 k: 56 -> point count: 11492 - 2021-02-24 00:55:57.902725 elapsed: 838265 microseconds1135====== dradius: 1.5 k: 56 -> point count average: 11469.0 - 2021-02-24 00:55:57.902838 average elapsed: 581099.6 microseconds1136dradius: 1.5 k: 57 -> point count: 11474 - 2021-02-24 00:56:08.259400 elapsed: 356398 microseconds1137dradius: 1.5 k: 57 -> point count: 11479 - 2021-02-24 00:56:17.752661 elapsed: 493147 microseconds1138dradius: 1.5 k: 57 -> point count: 11518 - 2021-02-24 00:56:26.437525 elapsed: 684732 microseconds1139dradius: 1.5 k: 57 -> point count: 11503 - 2021-02-24 00:56:35.522941 elapsed: 85302 microseconds1140dradius: 1.5 k: 57 -> point count: 11490 - 2021-02-24 00:56:43.547103 elapsed: 24049 microseconds1141====== dradius: 1.5 k: 57 -> point count average: 11492.8 - 2021-02-24 00:56:43.547166 average elapsed: 328725.6 microseconds1142dradius: 1.5 k: 58 -> point count: 11513 - 2021-02-24 00:56:51.905402 elapsed: 358143 microseconds1143dradius: 1.5 k: 58 -> point count: 11499 - 2021-02-24 00:56:59.131402 elapsed: 225898 microseconds1144dradius: 1.5 k: 58 -> point count: 11521 - 2021-02-24 00:57:06.345871 elapsed: 214364 microseconds1145dradius: 1.5 k: 58 -> point count: 11461 - 2021-02-24 00:57:14.416738 elapsed: 70769 microseconds1146dradius: 1.5 k: 58 -> point count: 11475 - 2021-02-24 00:57:22.686863 elapsed: 270015 microseconds1147====== dradius: 1.5 k: 58 -> point count average: 11493.8 - 2021-02-24 00:57:22.686919 average elapsed: 227837.8 microseconds1148dradius: 1.5 k: 59 -> point count: 11449 - 2021-02-24 00:57:30.820743 elapsed: 133740 microseconds1149dradius: 1.5 k: 59 -> point count: 11458 - 2021-02-24 00:57:39.275383 elapsed: 454537 microseconds1150dradius: 1.5 k: 59 -> point count: 11503 - 2021-02-24 00:57:47.994240 elapsed: 718753 microseconds1151dradius: 1.5 k: 59 -> point count: 11493 - 2021-02-24 00:57:55.636181 elapsed: 641843 microseconds1152dradius: 1.5 k: 59 -> point count: 11455 - 2021-02-24 00:58:04.029400 elapsed: 393123 microseconds1153====== dradius: 1.5 k: 59 -> point count average: 11471.6 - 2021-02-24 00:58:04.029458 average elapsed: 468399.2 microseconds1154dradius: 1.5 k: 60 -> point count: 11519 - 2021-02-24 00:58:14.231319 elapsed: 201781 microseconds1155dradius: 1.5 k: 60 -> point count: 11545 - 2021-02-24 00:58:24.126432 elapsed: 895007 microseconds1156dradius: 1.5 k: 60 -> point count: 11512 - 2021-02-24 00:58:32.589317 elapsed: 462756 microseconds1157dradius: 1.5 k: 60 -> point count: 11476 - 2021-02-24 00:58:40.321550 elapsed: 732133 microseconds1158dradius: 1.5 k: 60 -> point count: 11444 - 2021-02-24 00:58:48.045297 elapsed: 723649 microseconds1159====== dradius: 1.5 k: 60 -> point count average: 11499.2 - 2021-02-24 00:58:48.045353 average elapsed: 603065.2 microseconds1160dradius: 1.5 k: 61 -> point count: 11520 - 2021-02-24 00:58:56.236779 elapsed: 191322 microseconds1161dradius: 1.5 k: 61 -> point count: 11508 - 2021-02-24 00:59:03.824653 elapsed: 587751 microseconds1162dradius: 1.5 k: 61 -> point count: 11501 - 2021-02-24 00:59:12.367801 elapsed: 543047 microseconds1163dradius: 1.5 k: 61 -> point count: 11500 - 2021-02-24 00:59:21.152267 elapsed: 784267 microseconds1164dradius: 1.5 k: 61 -> point count: 11515 - 2021-02-24 00:59:29.719402 elapsed: 567034 microseconds1165====== dradius: 1.5 k: 61 -> point count average: 11508.8 - 2021-02-24 00:59:29.719455 average elapsed: 534684.2 microseconds1166dradius: 1.5 k: 62 -> point count: 11466 - 2021-02-24 00:59:37.533412 elapsed: 813884 microseconds1167dradius: 1.5 k: 62 -> point count: 11610 - 2021-02-24 00:59:45.329970 elapsed: 796463 microseconds1168dradius: 1.5 k: 62 -> point count: 11524 - 2021-02-24 00:59:53.312626 elapsed: 982562 microseconds1169dradius: 1.5 k: 62 -> point count: 11532 - 2021-02-24 01:00:01.368422 elapsed: 55699 microseconds1170dradius: 1.5 k: 62 -> point count: 11519 - 2021-02-24 01:00:09.545177 elapsed: 176657 microseconds1171====== dradius: 1.5 k: 62 -> point count average: 11530.2 - 2021-02-24 01:00:09.545230 average elapsed: 565053.0 microseconds1172dradius: 1.5 k: 63 -> point count: 11511 - 2021-02-24 01:00:17.623957 elapsed: 78648 microseconds1173dradius: 1.5 k: 63 -> point count: 11469 - 2021-02-24 01:00:25.837029 elapsed: 212974 microseconds1174dradius: 1.5 k: 63 -> point count: 11528 - 2021-02-24 01:00:33.852962 elapsed: 15837 microseconds1175dradius: 1.5 k: 63 -> point count: 11526 - 2021-02-24 01:00:41.887234 elapsed: 34178 microseconds1176dradius: 1.5 k: 63 -> point count: 11527 - 2021-02-24 01:00:51.363413 elapsed: 476035 microseconds1177====== dradius: 1.5 k: 63 -> point count average: 11512.2 - 2021-02-24 01:00:51.363473 average elapsed: 163534.4 microseconds1178dradius: 1.5 k: 64 -> point count: 11528 - 2021-02-24 01:01:00.656351 elapsed: 292794 microseconds1179dradius: 1.5 k: 64 -> point count: 11535 - 2021-02-24 01:01:08.566181 elapsed: 909729 microseconds1180dradius: 1.5 k: 64 -> point count: 11568 - 2021-02-24 01:01:16.651895 elapsed: 85620 microseconds1181dradius: 1.5 k: 64 -> point count: 11549 - 2021-02-24 01:01:24.637536 elapsed: 985545 microseconds1182dradius: 1.5 k: 64 -> point count: 11525 - 2021-02-24 01:01:32.697108 elapsed: 59467 microseconds1183====== dradius: 1.5 k: 64 -> point count average: 11541.0 - 2021-02-24 01:01:32.697161 average elapsed: 466631.0 microseconds1184dradius: 1.5 k: 65 -> point count: 11502 - 2021-02-24 01:01:41.168288 elapsed: 471051 microseconds1185dradius: 1.5 k: 65 -> point count: 11528 - 2021-02-24 01:01:50.284838 elapsed: 116451 microseconds1186dradius: 1.5 k: 65 -> point count: 11555 - 2021-02-24 01:02:00.248885 elapsed: 963943 microseconds1187dradius: 1.5 k: 65 -> point count: 11523 - 2021-02-24 01:02:09.183199 elapsed: 934210 microseconds1188dradius: 1.5 k: 65 -> point count: 11535 - 2021-02-24 01:02:17.593444 elapsed: 410138 microseconds1189====== dradius: 1.5 k: 65 -> point count average: 11528.6 - 2021-02-24 01:02:17.593498 average elapsed: 579158.6 microseconds1190dradius: 1.5 k: 66 -> point count: 11567 - 2021-02-24 01:02:25.924041 elapsed: 330471 microseconds1191dradius: 1.5 k: 66 -> point count: 11510 - 2021-02-24 01:02:35.129136 elapsed: 205001 microseconds1192dradius: 1.5 k: 66 -> point count: 11522 - 2021-02-24 01:02:44.609549 elapsed: 480311 microseconds1193dradius: 1.5 k: 66 -> point count: 11559 - 2021-02-24 01:02:54.193555 elapsed: 583906 microseconds1194dradius: 1.5 k: 66 -> point count: 11512 - 2021-02-24 01:03:03.723782 elapsed: 530128 microseconds1195====== dradius: 1.5 k: 66 -> point count average: 11534.0 - 2021-02-24 01:03:03.723844 average elapsed: 425963.4 microseconds1196dradius: 1.5 k: 67 -> point count: 11520 - 2021-02-24 01:03:14.025267 elapsed: 301333 microseconds1197dradius: 1.5 k: 67 -> point count: 11582 - 2021-02-24 01:03:23.607291 elapsed: 581851 microseconds1198dradius: 1.5 k: 67 -> point count: 11548 - 2021-02-24 01:03:33.371199 elapsed: 763779 microseconds1199dradius: 1.5 k: 67 -> point count: 11531 - 2021-02-24 01:03:43.349068 elapsed: 977755 microseconds1200dradius: 1.5 k: 67 -> point count: 11573 - 2021-02-24 01:03:53.751292 elapsed: 402115 microseconds1201====== dradius: 1.5 k: 67 -> point count average: 11550.8 - 2021-02-24 01:03:53.751353 average elapsed: 605366.6 microseconds1202dradius: 1.5 k: 68 -> point count: 11567 - 2021-02-24 01:04:03.865512 elapsed: 114078 microseconds1203dradius: 1.5 k: 68 -> point count: 11520 - 2021-02-24 01:04:13.438574 elapsed: 572950 microseconds1204dradius: 1.5 k: 68 -> point count: 11569 - 2021-02-24 01:04:22.115887 elapsed: 677210 microseconds1205dradius: 1.5 k: 68 -> point count: 11564 - 2021-02-24 01:04:31.583427 elapsed: 467444 microseconds1206dradius: 1.5 k: 68 -> point count: 11546 - 2021-02-24 01:04:41.072564 elapsed: 489038 microseconds1207====== dradius: 1.5 k: 68 -> point count average: 11553.2 - 2021-02-24 01:04:41.072648 average elapsed: 464144.0 microseconds1208dradius: 1.5 k: 69 -> point count: 11537 - 2021-02-24 01:04:51.365431 elapsed: 292659 microseconds1209dradius: 1.5 k: 69 -> point count: 11569 - 2021-02-24 01:05:01.327674 elapsed: 962140 microseconds1210dradius: 1.5 k: 69 -> point count: 11573 - 2021-02-24 01:05:11.621443 elapsed: 293660 microseconds1211dradius: 1.5 k: 69 -> point count: 11563 - 2021-02-24 01:05:21.992402 elapsed: 370849 microseconds1212dradius: 1.5 k: 69 -> point count: 11595 - 2021-02-24 01:05:31.185054 elapsed: 192543 microseconds1213====== dradius: 1.5 k: 69 -> point count average: 11567.4 - 2021-02-24 01:05:31.185121 average elapsed: 422370.2 microseconds1214dradius: 1.5 k: 70 -> point count: 11575 - 2021-02-24 01:05:40.262767 elapsed: 77541 microseconds1215dradius: 1.5 k: 70 -> point count: 11560 - 2021-02-24 01:05:48.656023 elapsed: 393155 microseconds1216dradius: 1.5 k: 70 -> point count: 11621 - 2021-02-24 01:05:57.191441 elapsed: 535317 microseconds1217dradius: 1.5 k: 70 -> point count: 11550 - 2021-02-24 01:06:06.491468 elapsed: 299934 microseconds1218dradius: 1.5 k: 70 -> point count: 11512 - 2021-02-24 01:06:16.749758 elapsed: 258149 microseconds1219====== dradius: 1.5 k: 70 -> point count average: 11563.6 - 2021-02-24 01:06:16.749855 average elapsed: 312819.2 microseconds1220dradius: 1.5 k: 71 -> point count: 11605 - 2021-02-24 01:06:26.803112 elapsed: 53165 microseconds1221dradius: 1.5 k: 71 -> point count: 11549 - 2021-02-24 01:06:37.529388 elapsed: 726173 microseconds1222dradius: 1.5 k: 71 -> point count: 11569 - 2021-02-24 01:06:49.771661 elapsed: 242150 microseconds1223dradius: 1.5 k: 71 -> point count: 11559 - 2021-02-24 01:07:02.132801 elapsed: 361036 microseconds1224dradius: 1.5 k: 71 -> point count: 11587 - 2021-02-24 01:07:12.734498 elapsed: 601591 microseconds1225====== dradius: 1.5 k: 71 -> point count average: 11573.8 - 2021-02-24 01:07:12.734554 average elapsed: 396823.0 microseconds1226dradius: 1.5 k: 72 -> point count: 11622 - 2021-02-24 01:07:22.647530 elapsed: 912897 microseconds1227dradius: 1.5 k: 72 -> point count: 11540 - 2021-02-24 01:07:32.858325 elapsed: 210693 microseconds1228dradius: 1.5 k: 72 -> point count: 11576 - 2021-02-24 01:07:43.462162 elapsed: 603732 microseconds1229dradius: 1.5 k: 72 -> point count: 11566 - 2021-02-24 01:07:53.516984 elapsed: 54719 microseconds1230dradius: 1.5 k: 72 -> point count: 11585 - 2021-02-24 01:08:03.146552 elapsed: 629466 microseconds1231====== dradius: 1.5 k: 72 -> point count average: 11577.8 - 2021-02-24 01:08:03.146608 average elapsed: 482301.4 microseconds1232dradius: 1.5 k: 73 -> point count: 11626 - 2021-02-24 01:08:13.211518 elapsed: 64833 microseconds1233dradius: 1.5 k: 73 -> point count: 11558 - 2021-02-24 01:08:23.265927 elapsed: 54305 microseconds1234dradius: 1.5 k: 73 -> point count: 11564 - 2021-02-24 01:08:33.108771 elapsed: 842747 microseconds1235dradius: 1.5 k: 73 -> point count: 11600 - 2021-02-24 01:08:42.969811 elapsed: 860939 microseconds1236dradius: 1.5 k: 73 -> point count: 11606 - 2021-02-24 01:08:53.623771 elapsed: 653856 microseconds1237====== dradius: 1.5 k: 73 -> point count average: 11590.8 - 2021-02-24 01:08:53.623828 average elapsed: 495336.0 microseconds1238dradius: 1.5 k: 74 -> point count: 11605 - 2021-02-24 01:09:03.745136 elapsed: 121228 microseconds1239dradius: 1.5 k: 74 -> point count: 11623 - 2021-02-24 01:09:14.331711 elapsed: 586470 microseconds1240dradius: 1.5 k: 74 -> point count: 11616 - 2021-02-24 01:09:26.738366 elapsed: 406542 microseconds1241dradius: 1.5 k: 74 -> point count: 11619 - 2021-02-24 01:09:37.847553 elapsed: 109083 microseconds1242dradius: 1.5 k: 74 -> point count: 11629 - 2021-02-24 01:09:47.910367 elapsed: 62710 microseconds1243====== dradius: 1.5 k: 74 -> point count average: 11618.4 - 2021-02-24 01:09:47.910423 average elapsed: 257206.6 microseconds1244dradius: 1.5 k: 75 -> point count: 11568 - 2021-02-24 01:09:57.741118 elapsed: 830617 microseconds1245dradius: 1.5 k: 75 -> point count: 11612 - 2021-02-24 01:10:07.892999 elapsed: 151781 microseconds1246dradius: 1.5 k: 75 -> point count: 11609 - 2021-02-24 01:10:17.830451 elapsed: 937352 microseconds1247dradius: 1.5 k: 75 -> point count: 11634 - 2021-02-24 01:10:28.154107 elapsed: 323554 microseconds1248dradius: 1.5 k: 75 -> point count: 11580 - 2021-02-24 01:10:40.409924 elapsed: 255707 microseconds1249====== dradius: 1.5 k: 75 -> point count average: 11600.6 - 2021-02-24 01:10:40.409982 average elapsed: 499802.2 microseconds1250dradius: 1.5 k: 76 -> point count: 11585 - 2021-02-24 01:10:53.248263 elapsed: 838200 microseconds1251dradius: 1.5 k: 76 -> point count: 11662 - 2021-02-24 01:11:04.741951 elapsed: 493576 microseconds1252dradius: 1.5 k: 76 -> point count: 11633 - 2021-02-24 01:11:16.483487 elapsed: 741420 microseconds1253dradius: 1.5 k: 76 -> point count: 11619 - 2021-02-24 01:11:28.555241 elapsed: 71632 microseconds1254dradius: 1.5 k: 76 -> point count: 11583 - 2021-02-24 01:11:41.208262 elapsed: 652787 microseconds1255====== dradius: 1.5 k: 76 -> point count average: 11616.4 - 2021-02-24 01:11:41.208322 average elapsed: 559523.0 microseconds1256dradius: 1.5 k: 77 -> point count: 11657 - 2021-02-24 01:11:53.188121 elapsed: 979709 microseconds1257dradius: 1.5 k: 77 -> point count: 11624 - 2021-02-24 01:12:04.972277 elapsed: 783929 microseconds1258dradius: 1.5 k: 77 -> point count: 11640 - 2021-02-24 01:12:15.926244 elapsed: 953861 microseconds1259dradius: 1.5 k: 77 -> point count: 11602 - 2021-02-24 01:12:26.327371 elapsed: 401027 microseconds1260dradius: 1.5 k: 77 -> point count: 11636 - 2021-02-24 01:12:37.136332 elapsed: 808848 microseconds1261====== dradius: 1.5 k: 77 -> point count average: 11631.8 - 2021-02-24 01:12:37.136390 average elapsed: 785474.8 microseconds1262dradius: 1.5 k: 78 -> point count: 11614 - 2021-02-24 01:12:49.146007 elapsed: 9530 microseconds1263dradius: 1.5 k: 78 -> point count: 11603 - 2021-02-24 01:13:00.225845 elapsed: 79725 microseconds1264dradius: 1.5 k: 78 -> point count: 11650 - 2021-02-24 01:13:10.762723 elapsed: 536770 microseconds1265dradius: 1.5 k: 78 -> point count: 11638 - 2021-02-24 01:13:21.328115 elapsed: 565259 microseconds1266dradius: 1.5 k: 78 -> point count: 11649 - 2021-02-24 01:13:31.653042 elapsed: 324755 microseconds1267====== dradius: 1.5 k: 78 -> point count average: 11630.8 - 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WellTest.py

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1import pandas as pd2import numpy as np3import matplotlib as plt4import plotly.graph_objs as go5import plotly.offline as pyo6from plotly.subplots import make_subplots7import plotly.express as px8#-------------------------910class ReservoirManagement():1112 def __init__(self, Country, Company, State):13 ''''14 Name of Country, Company and State of producing asset15 '''16 self.country = Country17 self.company = Company18 self.state = State1920 def load_production_pressure_pvt_data(self, filelocation_production, filelocation_pressure=None, filelocation_pvt=None):2122 self.filelocation_production = filelocation_production23 self.filelocation_pressure = filelocation_pressure24 self.filelocation_pvt = filelocation_pvt2526 def production_data(self):27 self.load_production_pressure_pvt_data(filelocation_production=self.filelocation_production,filelocation_pressure=self.filelocation_pressure,filelocation_pvt=self.filelocation_pvt)28 ''''29 Load production data from xlsx data30 '''31 production_data_df = pd.read_excel(self.filelocation_production, header=None)32 self.production_data_df = production_data_df3334 row_for_well_name = self.production_data_df.iloc[0,:] #read in the row that has well names35 count = -136 for i in row_for_well_name:37 if (pd.isna(i) != True):38 count+=139 self.total_no_wells = count #total number of wells40 print(self.total_no_wells)4142 def bhp_data(self, upper_gauge_file=None,bottom_gauge_file=None, first_line_data_upper=None, first_line_data_bottom=None):43 self.upper_gauge_file_location = upper_gauge_file44 self.bottom_gauge_file_location = bottom_gauge_file45 self.first_line_data_upper = first_line_data_upper46 self.first_line_data_bottom = first_line_data_bottom47 self.upper_gauge_df = pd.read_csv(filepath_or_buffer=self.upper_gauge_file_location, delimiter='\s+', header=None, skiprows=self.first_line_data_upper)48 self.bottom_gauge_df = pd.read_csv(filepath_or_buffer=self.bottom_gauge_file_location, delimiter='\s+', header=None, skiprows=self.first_line_data_bottom)49 self.upper_gauge_df.columns = ('Date','Time','Elapsed Time','Pressure','Temperature')50 self.bottom_gauge_df.columns = ('Date', 'Time', 'Elapsed Time', 'Pressure', 'Temperature')5152 def plot_upp_gauge_bhp(self):53 self.bhp_data(upper_gauge_file=self.upper_gauge_file_location,bottom_gauge_file=self.bottom_gauge_file_location, first_line_data=self.first_line_data)54 fig = px.line(self.upper_gauge_df, x=self.upper_gauge_df['Elapsed Time'], y=self.upper_gauge_df['Pressure'])55 fig.update_layout(title_text="Upper Gauge Pressure")56 fig.update_xaxes(title_text="<b>Elapsed Time<b>")57 fig.update_yaxes(title_text="<b>Pressure (psia)</​b>")58 fig.show()5960 def plot_upp_gauge_bhp_temp(self):61 self.bhp_data(upper_gauge_file=self.upper_gauge_file_location,bottom_gauge_file=self.bottom_gauge_file_location, first_line_data=self.first_line_data)62 fig = make_subplots(specs=[[{"secondary_y": True}]])63 fig.add_trace(go.Scatter(x=self.upper_gauge_df['Elapsed Time'], y=(self.upper_gauge_df['Pressure']), name = 'Pressure'), secondary_y=False)64 fig.add_trace(go.Scatter(x=self.upper_gauge_df['Elapsed Time'], y=(self.upper_gauge_df['Temperature']), name='Temperature'), secondary_y=True)65 fig.update_layout(title_text="Upper Gauge Pressure")66 fig.update_xaxes(title_text="Elapsed Time")67 fig.update_yaxes(title_text="<b>Pressure (psia)</​b>", secondary_y=False)68 fig.update_yaxes(title_text="<b>Temperature deg F</​b>", secondary_y=True)69 fig.show()7071 def plot_bott_gauge_bhp(self):72 self.bhp_data(upper_gauge_file=self.upper_gauge_file_location,bottom_gauge_file=self.bottom_gauge_file_location, first_line_data_bottom=self.first_line_data_bottom)73 fig = px.line(self.bottom_gauge_df, x=self.bottom_gauge_df['Elapsed Time'], y=self.bottom_gauge_df['Pressure'])74 fig.update_layout(title_text="Bottom Gauge Pressure")75 fig.update_xaxes(title_text="<b>Elapsed Time<b>")76 fig.update_yaxes(title_text="<b>Pressure (psia)</​b>")77 fig.show()7879 def plot_bott_gauge_bhp_temp(self):80 self.bhp_data(upper_gauge_file=self.upper_gauge_file_location,bottom_gauge_file=self.bottom_gauge_file_location, first_line_data_bottom=self.first_line_data_bottom, first_line_data_upper=self.first_line_data_upper)81 fig = make_subplots(specs=[[{"secondary_y": True}]])82 fig.add_trace(go.Scatter(x=self.bottom_gauge_df['Elapsed Time'], y=(self.bottom_gauge_df['Pressure']), name = 'Pressure'), secondary_y=False)83 fig.add_trace(go.Scatter(x=self.bottom_gauge_df['Elapsed Time'], y=(self.bottom_gauge_df['Temperature']), name='Temperature'), secondary_y=True)84 fig.update_layout(title_text="Bottom Gauge Pressure")85 fig.update_xaxes(title_text="<b>Elapsed Time<b>")86 fig.update_yaxes(title_text="<b>Pressure (psia)</​b>", secondary_y=False)87 fig.update_yaxes(title_text="<b>Temperature deg F</​b>", secondary_y=True)88 fig.show()8990 def plot_compare_bott_upp_gauge(self):91 self.bhp_data(upper_gauge_file=self.upper_gauge_file_location, bottom_gauge_file=self.bottom_gauge_file_location,92 first_line_data_upper=self.first_line_data_upper, first_line_data_bottom=self.first_line_data_bottom)93 fig = make_subplots(specs=[[{"secondary_y": True}]])94 fig.add_trace(95 go.Scatter(x=self.bottom_gauge_df['Elapsed Time'], y=(self.bottom_gauge_df['Pressure']), name='Bottom Pressure'),96 secondary_y=False)97 fig.add_trace(98 go.Scatter(x=self.upper_gauge_df['Elapsed Time'], y=(self.upper_gauge_df['Pressure']), name='Upper Pressure'),99 secondary_y=True)100 fig.update_layout(title_text="Gauge Pressures")101 fig.update_xaxes(title_text="<b>Elapsed Time<b>")102 fig.update_yaxes(title_text="<b> Bottom Pressure (psia)</​b>", secondary_y=False)103 fig.update_yaxes(title_text="<b> Upper Pressure (psia) </​b>", secondary_y=True)104 fig.show()105106 def plot_fluid_gradient(self,file_location):107 self.gradient_file_location = file_location108 self.fluid_gradient = pd.read_csv(filepath_or_buffer=self.gradient_file_location, delimiter='\s+', header=None, skiprows=self.first_line_data)109110 def get_index_drawdown(self):111 listofPOS = list(self.bottom_gauge_df['Elapsed Time'])112 listofPOS = [float(format(num,'.5f')) for num in listofPOS]113 self.index_start = listofPOS.index(self.start_time)114 self.index_stop = listofPOS.index(self.stop_time)115116 self.bottom_gauge_drawdown_df = self.bottom_gauge_df.iloc[self.index_start:self.index_stop].copy() # create a dataframe of pressure vs time to store the drawdown information using start and stop time117 self.bottom_gauge_drawdown_df['Elapsed Time Normalized'] = self.bottom_gauge_drawdown_df['Elapsed Time'] - self.bottom_gauge_drawdown_df['Elapsed Time'].iloc[0]118119 listofPOS1 = list(self.bottom_gauge_drawdown_df['Elapsed Time Normalized']) # make a list of the elapsed normalized time120 listofPOS1 = [float(format(num, '.5f')) for num in listofPOS1] # change to 5 decimal places121 self.index_start1 = listofPOS1.index(self.IARF_start) # the beginning of the IARF straight line122 self.index_stop1 = listofPOS1.index(self.IARF_stop) # the end of the IARF straight line123 self.x = self.bottom_gauge_drawdown_df['Elapsed Time Normalized'].iloc[self.index_start1:self.index_stop1].copy().to_numpy() # the x component of the IARF straight line124125 listofPOS1_press = list(self.bottom_gauge_drawdown_df['Pressure']) # make a list of the elapsed normalized time126 listofPOS1_press = [float(format(num1, '.5f')) for num1 in listofPOS1_press] # change to 5 decimal places127 self.y = self.bottom_gauge_drawdown_df['Pressure'].iloc[self.index_start1:self.index_stop1].copy().to_numpy() # the x component of the IARF straight line128129 def drawdown(self,start_time, stop_time,IARF_start=None, IARF_stop=None, Qo=None,Bo=None,ViscO=None,h=None,P1hour = None,Ct=None,Rw=None, print_plot=True):130 '''131 The start_time and stop_time are determined from the initial plot of bottom hole gauge pressure...132 The IARF_start and IARF_stop are determined from the normalized plot of pressure vs normalized time...133 '''134 self.Qo = Qo135 self.Bo = Bo136 self.ViscO = ViscO137 self.h = h138 self.P1hour = P1hour139 self.Ct = Ct140 self.Rw = Rw141142 self.start_time = start_time143 self.stop_time = stop_time144 self.IARF_start = IARF_start #determined from the normalized plot of pressure vs normalized time...145 self.IARF_stop = IARF_stop #determined from the normalized plot of pressure vs normalized time...146147 self.get_index_drawdown()148149 self.m,self.b = np.polyfit(x=self.x,y=self.y,deg=1)150151 if (self.Bo is not None) & (self.ViscO is not None) & (self.Qo is not None) & (self.h is not None) & (self.m is not None):152 self.K = (162.6*self.Qo*self.Bo*self.ViscO)/​(self.h*self.m)153154 print('Perk K is {}md'.format(abs(self.K)))155156 if print_plot != False:157 fig = make_subplots(specs=[[{"secondary_y": False}]])158 fig.add_trace(go.Scatter(x=self.bottom_gauge_drawdown_df['Elapsed Time Normalized'], y=self.bottom_gauge_drawdown_df['Pressure'], name='Drawdown Bottom Pressure'), secondary_y=False)159 fig.add_trace(go.Scatter(x=self.x, y=self.m * self.x + self.b, name='IARF'), secondary_y=False)160 fig.update_layout(title_text="Drawdown Test")161 fig.update_xaxes(title_text="<b>Elapsed Time Normalized<b>", type='log')162 fig.update_yaxes(title_text="<b>Pressure (psia)</​b>")163 fig.show()164165 def get_index_log_log_buildup(self):166167 self.L =0.01/​2168 listofPOS_bu = list(self.bottom_gauge_df['Elapsed Time'])169 listofPOS_bu = [float(format(num, '.5f')) for num in listofPOS_bu]170 self.index_tp_bu_log = listofPOS_bu.index(self.tp_bu_log) #the self.tp_bu is selected by the user from the log_log171 self.index_stop_bu_log = listofPOS_bu.index(self.stop_time_bu_log) #also selected by the user172173 self.bottom_gauge_buildup_df = self.bottom_gauge_df.iloc[self.index_tp_bu_log:self.index_stop_bu_log].copy() # create a dataframe of pressure vs time to store the build up information using start and stop time174175 self.bottom_gauge_buildup_df['Elapsed Time Normalized L'] = self.bottom_gauge_buildup_df['Elapsed Time'] - self.bottom_gauge_buildup_df['Elapsed Time'].iloc[0]176177 self.bottom_gauge_buildup_df['Elapsed Time Normalized C'] = self.bottom_gauge_buildup_df['Elapsed Time Normalized L'].shift(2, axis=0)178179 self.bottom_gauge_buildup_df['Elapsed Time Normalized R'] = self.bottom_gauge_buildup_df['Elapsed Time Normalized L'].shift(3, axis=0)180181 self.bottom_gauge_buildup_df['Pressure L'] = self.bottom_gauge_buildup_df['Pressure']182183 self.bottom_gauge_buildup_df['Pressure C'] = self.bottom_gauge_buildup_df['Pressure'].shift(2, axis=0)184185 self.bottom_gauge_buildup_df['Pressure R'] = self.bottom_gauge_buildup_df['Pressure'].shift(3, axis=0)186187 #resample the time index of the build up pressure188 self.bottom_gauge_buildup_df['Normalized_Time'] = self.bottom_gauge_buildup_df['Elapsed Time'] - self.bottom_gauge_buildup_df['Elapsed Time'].iloc[0] #this will be used for smooth time189190 t_last = max(self.bottom_gauge_buildup_df['Normalized_Time']) #the maximum time that will be used for the data191192 t = self.bottom_gauge_buildup_df['Normalized_Time'].iloc[0] #this is to initialize t to a starting time a.k.a the first build up period t193194 start_index = self.bottom_gauge_buildup_df['Pressure'].index[0] #the row number that starts the data195196 smooth_time_stamps = []197198 smooth_pressure_stamps = []199200 while t < t_last:201202 exactmatch = self.bottom_gauge_buildup_df[self.bottom_gauge_buildup_df['Normalized_Time']==t] #look for the row in the main dataframe where the time matches203204 if not exactmatch.empty: #this means it has the same exact timestamp match205 #smooth_time_stamps.append(exactmatch.index) #this puts the index that we found into a list206 smooth_pressure_stamps.append(self.bottom_gauge_buildup_df['Pressure'].iloc[int(exactmatch.index.values) - start_index])207208 else:209 closest_lower = self.bottom_gauge_buildup_df[self.bottom_gauge_buildup_df['Normalized_Time'] < t]['Normalized_Time'].idxmax()210 #smooth_time_stamps.append(closest_lower)211 smooth_pressure_stamps.append(self.bottom_gauge_buildup_df['Pressure'].iloc[closest_lower-start_index])212213 smooth_time_stamps.append(t)214215 t = round((t + self.L),3) #this is too round the time to 3 dp then loop it216217218 #print(smooth_time_stamps)219 #print(smooth_pressure_stamps) #the pressure points220221 #convert the lists into a data frame222 smooth_times = smooth_time_stamps223 smooth_pressures = smooth_pressure_stamps224 data = {'Elapsed Time Smooth': smooth_times, 'Pressure Smooth':smooth_pressures}225 Smooth_BU_df = pd.DataFrame(data, columns=['Elapsed Time Smooth','Pressure Smooth'])226 self.Smooth_BU_df = Smooth_BU_df227228 Smooth_BU_df['Elapsed Time Smooth L'] = Smooth_BU_df['Elapsed Time Smooth']229 Smooth_BU_df['Elapsed Time Smooth C'] = Smooth_BU_df['Elapsed Time Smooth L'].shift(1, axis=0)230 Smooth_BU_df['Elapsed Time Smooth R'] = Smooth_BU_df['Elapsed Time Smooth C'].shift(1, axis=0)231232 Smooth_BU_df['Pressure Smooth L'] = Smooth_BU_df['Pressure Smooth']233 Smooth_BU_df['Pressure Smooth C'] = Smooth_BU_df['Pressure Smooth L'].shift(1, axis=0)234 Smooth_BU_df['Pressure Smooth R'] = Smooth_BU_df['Pressure Smooth C'].shift(1, axis=0)235236 #the is the derivative that will be plot237 Smooth_BU_df['t Delta P/​Delta t'] = ((np.log(238 Smooth_BU_df['Elapsed Time Smooth R']) - np.log(239 Smooth_BU_df['Elapsed Time Smooth C'])) * (((240 Smooth_BU_df['Pressure Smooth C'] - Smooth_BU_df['Pressure Smooth L'])) /​ (np.log(241 Smooth_BU_df['Elapsed Time Smooth C']) - np.log(242 Smooth_BU_df['Elapsed Time Smooth L']))) + (np.log(243 Smooth_BU_df['Elapsed Time Smooth C']) - np.log(244 Smooth_BU_df['Elapsed Time Smooth L'])) * (((245 Smooth_BU_df['Pressure Smooth R'] - Smooth_BU_df['Pressure Smooth C'])) /​ (np.log(246 Smooth_BU_df['Elapsed Time Smooth R']) - np.log(247 Smooth_BU_df['Elapsed Time Smooth C'])))) /​ (np.log(248 Smooth_BU_df['Elapsed Time Smooth R']) - np.log(249 Smooth_BU_df['Elapsed Time Smooth L']))250251252 self.bottom_gauge_buildup_df['Pws - Pwf(tp)'] = self.bottom_gauge_buildup_df['Pressure'] - self.bottom_gauge_buildup_df['Pressure'].iloc[0]253254 self.bottom_gauge_buildup_df['t Delta P/​Delta t'] = ((np.log(self.bottom_gauge_buildup_df['Elapsed Time Normalized R'])-np.log(self.bottom_gauge_buildup_df['Elapsed Time Normalized C']))*(((self.bottom_gauge_buildup_df['Pressure C']-self.bottom_gauge_buildup_df['Pressure L']))/​(np.log(self.bottom_gauge_buildup_df['Elapsed Time Normalized C'])-np.log(self.bottom_gauge_buildup_df['Elapsed Time Normalized L']))) + (np.log(self.bottom_gauge_buildup_df['Elapsed Time Normalized C'])-np.log(self.bottom_gauge_buildup_df['Elapsed Time Normalized L']))*(((self.bottom_gauge_buildup_df['Pressure R']-self.bottom_gauge_buildup_df['Pressure C']))/​(np.log(self.bottom_gauge_buildup_df['Elapsed Time Normalized R'])-np.log(self.bottom_gauge_buildup_df['Elapsed Time Normalized C'])))) /​ (np.log(self.bottom_gauge_buildup_df['Elapsed Time Normalized R']) - np.log(self.bottom_gauge_buildup_df['Elapsed Time Normalized L']))255256 def buildup_log_log(self,tp_bu_log,stop_time_bu_log, show_plot=True):257 ''''258 build up analysis portion259 '''260 self.tp_bu_log = tp_bu_log #the total producing time before shut in261 self.stop_time_bu_log = stop_time_bu_log262263 self.get_index_log_log_buildup()264265 if show_plot != False:266 self.bottom_gauge_buildup_df.sort_values(by='Elapsed Time Normalized L')267 fig = make_subplots(specs=[[{"secondary_y": False}]])268 fig.add_trace(go.Scatter(x=self.bottom_gauge_buildup_df['Elapsed Time Normalized L'], y=self.bottom_gauge_buildup_df['Pws - Pwf(tp)'], name='P', mode='markers'), secondary_y=False)269 fig.add_trace(go.Scatter(x=self.Smooth_BU_df['Elapsed Time Smooth'], y=self.Smooth_BU_df['t Delta P/​Delta t'], name="P'", mode='markers'), secondary_y=False)270 #fig.add_trace(go.Scatter(x=self.bottom_gauge_buildup_df['Elapsed Time Normalized L'], y=self.bottom_gauge_buildup_df['t Delta P/​Delta t'], name="P'", mode='markers'), secondary_y=False)271 fig.update_layout(title_text="Buildup Log Log")272 fig.update_xaxes(title_text="<b>Delta t<b>", type='log')273 fig.update_yaxes(title_text="<b>Pws - Pwf(tp), P' (psia)</​b>", type='log')274 fig.show()275276 def get_index_buildup(self):277278 listofPOS_bu = list(self.bottom_gauge_df['Elapsed Time'])279 listofPOS_bu = [float(format(num, '.5f')) for num in listofPOS_bu]280 self.index_tp_bu = listofPOS_bu.index(self.tp_bu)281 self.index_stop_bu = listofPOS_bu.index(self.stop_time_bu)282283 self.bottom_gauge_buildup_df = self.bottom_gauge_df.iloc[self.index_tp_bu:self.index_stop_bu].copy() # create a dataframe of pressure vs time to store the build up information using start and stop time284285 self.bottom_gauge_buildup_df['Elapsed Time Normalized'] = self.bottom_gauge_buildup_df['Elapsed Time'] - self.bottom_gauge_buildup_df['Elapsed Time'].iloc[0]286287 print("Producing time tp is {} hours".format(self.bottom_gauge_buildup_df['Elapsed Time'].iloc[0]))288 print("Build up time end is {} hours".format(self.bottom_gauge_buildup_df['Elapsed Time'].iloc[-1]))289 print("Build up time duration is {} hours".format(self.bottom_gauge_buildup_df['Elapsed Time'].iloc[-1] - self.bottom_gauge_buildup_df['Elapsed Time'].iloc[0]))290291 print("HTR1hour is {}".format((self.bottom_gauge_buildup_df['Elapsed Time'].iloc[0]+1)/​1))292293 self.bottom_gauge_buildup_df['[tp + delta t] /​ [delta t]'] = (self.bottom_gauge_buildup_df['Elapsed Time'].iloc[0] + self.bottom_gauge_buildup_df['Elapsed Time Normalized'])/​self.bottom_gauge_buildup_df['Elapsed Time Normalized']294295 def buildup(self,tp_bu,stop_time_bu,m,b,show_plot=True):296 ''''297 build up analysis portion298 '''299 self.tp_bu = tp_bu300 self.stop_time_bu = stop_time_bu301302 self.m = m303 self.b = b304305 self.get_index_buildup()306307 self.bottom_gauge_buildup_df['Line'] = (self.m * np.log(self.bottom_gauge_buildup_df['[tp + delta t] /​ [delta t]'])) + self.b308309 if show_plot != False:310 self.bottom_gauge_buildup_df.sort_values(by='[tp + delta t] /​ [delta t]')311 #df = px.data.iris()312 #fig = px.scatter(df, x=self.bottom_gauge_buildup_df['[tp + delta t] /​ [delta t]'], y=[self.bottom_gauge_buildup_df['Pressure'], self.bottom_gauge_buildup_df['Line']])313 fig = make_subplots(specs=[[{"secondary_y": False}]])314 fig.add_trace(go.Scatter(x=self.bottom_gauge_buildup_df['[tp + delta t] /​ [delta t]'], y=self.bottom_gauge_buildup_df['Pressure'], name='Horner Buildup Pressure'), secondary_y=False)315 fig.add_trace(go.Scatter(x=self.bottom_gauge_buildup_df['[tp + delta t] /​ [delta t]'], y=self.bottom_gauge_buildup_df['Line'], name='IARF'), secondary_y=False)316 fig.update_layout(title_text="Buildup Test")317 fig.update_xaxes(title_text="<b>HTR<b>", type='log')318 fig.update_yaxes(title_text="<b>Pws</​b>")319 fig.show()320321Top_gauge_office = 'TOP_GAUGE.TXT'322Bottom_gauge_office = 'BOTTOM_GAUGE.TXT'323324test_project = ReservoirManagement(Country='USA',Company='CompanyA',State='Texas')325326test_project.bhp_data(upper_gauge_file= Top_gauge_office ,bottom_gauge_file= Bottom_gauge_office , first_line_data_upper=19, first_line_data_bottom=21)327 ...

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elapsed_time2.js

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1/​**2 * @license3 * Copyright 2016 Google LLC4 *5 * Licensed under the Apache License, Version 2.0 (the "License");6 * you may not use this file except in compliance with the License.7 * You may obtain a copy of the License at8 *9 * https:/​/​www.apache.org/​licenses/​LICENSE-2.010 *11 * Unless required by applicable law or agreed to in writing, software12 * distributed under the License is distributed on an "AS IS" BASIS,13 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.14 * See the License for the specific language governing permissions and15 * limitations under the License.16 */​1718/​**19 * @fileoverview FTC robot blocks related to ElapsedTime.20 * @author lizlooney@google.com (Liz Looney)21 */​2223/​/​ The following are generated dynamically in HardwareUtil.fetchJavaScriptForHardware():24/​/​ elapsedTimeIdentifierForJavaScript25/​/​ The following are defined in vars.js:26/​/​ createNonEditableField27/​/​ getPropertyColor28/​/​ functionColor2930Blockly.Blocks['elapsedTime2_create'] = {31 init: function() {32 this.setOutput(true, 'ElapsedTime');33 this.appendDummyInput()34 .appendField('new')35 .appendField(createNonEditableField('ElapsedTime'));36 this.setColour(functionColor);37 this.setTooltip('Creates an ElapsedTime object representing a timer with SECONDS resolution, ' +38 'initialized with the current time.');39 }40};4142Blockly.JavaScript['elapsedTime2_create'] = function(block) {43 var code = elapsedTimeIdentifierForJavaScript + '.create()';44 return [code, Blockly.JavaScript.ORDER_FUNCTION_CALL];45};4647Blockly.FtcJava['elapsedTime2_create'] = function(block) {48 var code = 'new ElapsedTime()';49 Blockly.FtcJava.generateImport_('ElapsedTime');50 return [code, Blockly.FtcJava.ORDER_NEW];51};5253Blockly.Blocks['elapsedTime2_create_withStartTime'] = {54 init: function() {55 this.setOutput(true, 'ElapsedTime');56 this.appendDummyInput()57 .appendField('new')58 .appendField(createNonEditableField('ElapsedTime'));59 this.appendValueInput('START_TIME').setCheck('Number')60 .appendField('startTime')61 .setAlign(Blockly.ALIGN_RIGHT);62 this.setColour(functionColor);63 this.setTooltip('Creates an ElapsedTime object representing a timer with SECONDS resolution, ' +64 'initialized with the given start time.');65 this.getFtcJavaInputType = function(inputName) {66 switch (inputName) {67 case 'START_TIME':68 return 'long';69 }70 return '';71 };72 }73};7475Blockly.JavaScript['elapsedTime2_create_withStartTime'] = function(block) {76 var startTime = Blockly.JavaScript.valueToCode(77 block, 'START_TIME', Blockly.JavaScript.ORDER_NONE);78 var code = elapsedTimeIdentifierForJavaScript + '.create_withStartTime(' + startTime + ')';79 return [code, Blockly.JavaScript.ORDER_FUNCTION_CALL];80};8182Blockly.FtcJava['elapsedTime2_create_withStartTime'] = function(block) {83 var startTime = Blockly.FtcJava.valueToCode(84 block, 'START_TIME', Blockly.FtcJava.ORDER_NONE);85 var code = 'new ElapsedTime(' + startTime + ')';86 Blockly.FtcJava.generateImport_('ElapsedTime');87 return [code, Blockly.FtcJava.ORDER_NEW];88};8990Blockly.Blocks['elapsedTime2_create_withResolution'] = {91 init: function() {92 this.setOutput(true, 'ElapsedTime');93 this.appendDummyInput()94 .appendField('new')95 .appendField(createNonEditableField('ElapsedTime'));96 this.appendValueInput('RESOLUTION').setCheck('ElapsedTime.Resolution')97 .appendField('resolution')98 .setAlign(Blockly.ALIGN_RIGHT);99 this.setColour(functionColor);100 this.setTooltip('Creates an ElapsedTime object representing a timer with the given resolution, ' +101 'initialized with the current time.');102 }103};104105Blockly.JavaScript['elapsedTime2_create_withResolution'] = function(block) {106 var resolution = Blockly.JavaScript.valueToCode(107 block, 'RESOLUTION', Blockly.JavaScript.ORDER_NONE);108 var code = elapsedTimeIdentifierForJavaScript + '.create_withResolution(' + resolution + ')';109 return [code, Blockly.JavaScript.ORDER_FUNCTION_CALL];110};111112Blockly.FtcJava['elapsedTime2_create_withResolution'] = function(block) {113 var resolution = Blockly.FtcJava.valueToCode(114 block, 'RESOLUTION', Blockly.FtcJava.ORDER_NONE);115 var code = 'new ElapsedTime(' + resolution + ')';116 Blockly.FtcJava.generateImport_('ElapsedTime');117 return [code, Blockly.FtcJava.ORDER_NEW];118};119120/​/​ Properties121122Blockly.Blocks['elapsedTime2_getProperty'] = {123 init: function() {124 var PROPERTY_CHOICES = [125 ['StartTime', 'StartTime'],126 ['Time', 'Time'],127 ['Seconds', 'Seconds'],128 ['Milliseconds', 'Milliseconds'],129 ['Resolution', 'Resolution'],130 ];131 this.setOutput(true); /​/​ no type, for compatibility132 this.appendDummyInput()133 .appendField(createNonEditableField('ElapsedTime'))134 .appendField('.')135 .appendField(new Blockly.FieldDropdown(PROPERTY_CHOICES), 'PROP');136 this.appendValueInput('ELAPSED_TIME').setCheck('ElapsedTime')137 .appendField('timer')138 .setAlign(Blockly.ALIGN_RIGHT);139 this.setColour(getPropertyColor);140 /​/​ Assign 'this' to a variable for use in the tooltip closure below.141 var thisBlock = this;142 var TOOLTIPS = [143 ['StartTime', 'Returns a numeric value representing the time at which this timer was last reset.'],144 ['Time', 'Returns the duration that has elapsed since the last reset of this timer.'],145 ['Seconds', 'Returns the duration that has elapsed since the last reset of this timer, ' +146 'in seconds.'],147 ['Milliseconds', 'Returns the duration that has elapsed since the last reset of this timer, ' +148 'in milliseconds.'],149 ['Resolution', 'Returns the Resolution with which the timer was created.'],150 ];151 this.setTooltip(function() {152 var key = thisBlock.getFieldValue('PROP');153 for (var i = 0; i < TOOLTIPS.length; i++) {154 if (TOOLTIPS[i][0] == key) {155 return TOOLTIPS[i][1];156 }157 }158 return '';159 });160 }161};162163Blockly.JavaScript['elapsedTime2_getProperty'] = function(block) {164 var property = block.getFieldValue('PROP');165 var elapsedTime = Blockly.JavaScript.valueToCode(166 block, 'ELAPSED_TIME', Blockly.JavaScript.ORDER_NONE);167 var code = elapsedTimeIdentifierForJavaScript + '.get' + property + '(' + elapsedTime + ')';168 return [code, Blockly.JavaScript.ORDER_FUNCTION_CALL];169};170171Blockly.FtcJava['elapsedTime2_getProperty'] = function(block) {172 var property = block.getFieldValue('PROP');173 var elapsedTime = Blockly.FtcJava.valueToCode(174 block, 'ELAPSED_TIME', Blockly.FtcJava.ORDER_MEMBER);175 var code;176 switch (property) {177 case 'StartTime':178 case 'Time':179 case 'Seconds':180 case 'Milliseconds':181 code = elapsedTime + '.' + Blockly.FtcJava.makeFirstLetterLowerCase_(property) + '()';182 break;183 case 'Resolution':184 code = elapsedTime + '.get' + property + '()';185 break;186 default:187 throw 'Unexpected property ' + property + ' (elapsedTime2_getProperty).';188 }189 return [code, Blockly.FtcJava.ORDER_FUNCTION_CALL];190};191192Blockly.Blocks['elapsedTime2_getProperty_Number'] = {193 init: function() {194 var PROPERTY_CHOICES = [195 ['StartTime', 'StartTime'],196 ['Time', 'Time'],197 ['Seconds', 'Seconds'],198 ['Milliseconds', 'Milliseconds'],199 ];200 this.setOutput(true, 'Number');201 this.appendDummyInput()202 .appendField(createNonEditableField('ElapsedTime'))203 .appendField('.')204 .appendField(new Blockly.FieldDropdown(PROPERTY_CHOICES), 'PROP');205 this.appendValueInput('ELAPSED_TIME').setCheck('ElapsedTime')206 .appendField('timer')207 .setAlign(Blockly.ALIGN_RIGHT);208 this.setColour(getPropertyColor);209 /​/​ Assign 'this' to a variable for use in the closures below.210 var thisBlock = this;211 var TOOLTIPS = [212 ['StartTime', 'Returns a numeric value representing the time at which this timer was last reset.'],213 ['Time', 'Returns the duration that has elapsed since the last reset of this timer.'],214 ['Seconds', 'Returns the duration that has elapsed since the last reset of this timer, ' +215 'in seconds.'],216 ['Milliseconds', 'Returns the duration that has elapsed since the last reset of this timer, ' +217 'in milliseconds.'],218 ];219 this.setTooltip(function() {220 var key = thisBlock.getFieldValue('PROP');221 for (var i = 0; i < TOOLTIPS.length; i++) {222 if (TOOLTIPS[i][0] == key) {223 return TOOLTIPS[i][1];224 }225 }226 return '';227 });228 this.getFtcJavaOutputType = function() {229 var property = thisBlock.getFieldValue('PROP');230 switch (property) {231 case 'StartTime':232 case 'Time':233 case 'Seconds':234 case 'Milliseconds':235 return 'double';236 default:237 throw 'Unexpected property ' + property + ' (elapsedTime2_getProperty_Number getOutputType).';238 }239 };240 }241};242243Blockly.JavaScript['elapsedTime2_getProperty_Number'] =244 Blockly.JavaScript['elapsedTime2_getProperty'];245246Blockly.FtcJava['elapsedTime2_getProperty_Number'] =247 Blockly.FtcJava['elapsedTime2_getProperty'];248249Blockly.Blocks['elapsedTime2_getProperty_Resolution'] = {250 init: function() {251 var PROPERTY_CHOICES = [252 ['Resolution', 'Resolution'],253 ];254 this.setOutput(true, 'ElapsedTime.Resolution');255 this.appendDummyInput()256 .appendField(createNonEditableField('ElapsedTime'))257 .appendField('.')258 .appendField(new Blockly.FieldDropdown(PROPERTY_CHOICES), 'PROP');259 this.appendValueInput('ELAPSED_TIME').setCheck('ElapsedTime')260 .appendField('timer')261 .setAlign(Blockly.ALIGN_RIGHT);262 this.setColour(getPropertyColor);263 /​/​ Assign 'this' to a variable for use in the tooltip closure below.264 var thisBlock = this;265 var TOOLTIPS = [266 ['Resolution', 'Returns the Resolution with which the timer was created.'],267 ];268 this.setTooltip(function() {269 var key = thisBlock.getFieldValue('PROP');270 for (var i = 0; i < TOOLTIPS.length; i++) {271 if (TOOLTIPS[i][0] == key) {272 return TOOLTIPS[i][1];273 }274 }275 return '';276 });277 }278};279280Blockly.JavaScript['elapsedTime2_getProperty_Resolution'] =281 Blockly.JavaScript['elapsedTime2_getProperty'];282283Blockly.FtcJava['elapsedTime2_getProperty_Resolution'] =284 Blockly.FtcJava['elapsedTime2_getProperty'];285286/​/​ Enums287288Blockly.Blocks['elapsedTime2_enum_resolution'] = {289 init: function() {290 var RESOLUTION_CHOICES = [291 ['SECONDS', 'SECONDS'],292 ['MILLISECONDS', 'MILLISECONDS'],293 ];294 this.setOutput(true, 'ElapsedTime.Resolution');295 this.appendDummyInput()296 .appendField(createNonEditableField('Resolution'))297 .appendField('.')298 .appendField(new Blockly.FieldDropdown(RESOLUTION_CHOICES), 'RESOLUTION');299 this.setColour(getPropertyColor);300 /​/​ Assign 'this' to a variable for use in the tooltip closure below.301 var thisBlock = this;302 var TOOLTIPS = [303 ['SECONDS', 'The Resolution value SECONDS.'],304 ['MILLISECONDS', 'The Resolution value MILLISECONDS.'],305 ];306 this.setTooltip(function() {307 var key = thisBlock.getFieldValue('RESOLUTION');308 for (var i = 0; i < TOOLTIPS.length; i++) {309 if (TOOLTIPS[i][0] == key) {310 return TOOLTIPS[i][1];311 }312 }313 return '';314 });315 }316};317318Blockly.JavaScript['elapsedTime2_enum_resolution'] = function(block) {319 var code = '"' + block.getFieldValue('RESOLUTION') + '"';320 return [code, Blockly.JavaScript.ORDER_ATOMIC];321};322323Blockly.FtcJava['elapsedTime2_enum_resolution'] = function(block) {324 var code = 'ElapsedTime.Resolution.' + block.getFieldValue('RESOLUTION');325 Blockly.FtcJava.generateImport_('ElapsedTime');326 return [code, Blockly.FtcJava.ORDER_MEMBER];327};328329Blockly.Blocks['elapsedTime2_typedEnum_resolution'] =330 Blockly.Blocks['elapsedTime2_enum_resolution'];331332Blockly.JavaScript['elapsedTime2_typedEnum_resolution'] =333 Blockly.JavaScript['elapsedTime2_enum_resolution'];334335Blockly.FtcJava['elapsedTime2_typedEnum_resolution'] =336 Blockly.FtcJava['elapsedTime2_enum_resolution'];337338/​/​ Functions339340Blockly.Blocks['elapsedTime2_reset'] = {341 init: function() {342 this.appendDummyInput()343 .appendField('call')344 .appendField(createNonEditableField('ElapsedTime'))345 .appendField('.')346 .appendField(createNonEditableField('reset'));347 this.appendValueInput('ELAPSED_TIME').setCheck('ElapsedTime')348 .appendField('timer')349 .setAlign(Blockly.ALIGN_RIGHT);350 this.setPreviousStatement(true);351 this.setNextStatement(true);352 this.setColour(functionColor);353 this.setTooltip('Reset this timer.');354 }355};356357Blockly.JavaScript['elapsedTime2_reset'] = function(block) {358 var elapsedTime = Blockly.JavaScript.valueToCode(359 block, 'ELAPSED_TIME', Blockly.JavaScript.ORDER_NONE);360 return elapsedTimeIdentifierForJavaScript + '.reset(' + elapsedTime + ');\n';361};362363Blockly.FtcJava['elapsedTime2_reset'] = function(block) {364 var elapsedTime = Blockly.FtcJava.valueToCode(365 block, 'ELAPSED_TIME', Blockly.FtcJava.ORDER_MEMBER);366 return elapsedTime + '.reset();\n';367};368369Blockly.Blocks['elapsedTime2_log'] = {370 init: function() {371 this.appendDummyInput()372 .appendField('call')373 .appendField(createNonEditableField('ElapsedTime'))374 .appendField('.')375 .appendField(createNonEditableField('log'));376 this.appendValueInput('ELAPSED_TIME').setCheck('ElapsedTime')377 .appendField('timer')378 .setAlign(Blockly.ALIGN_RIGHT);379 this.appendValueInput('LABEL').setCheck('String')380 .appendField('label')381 .setAlign(Blockly.ALIGN_RIGHT);382 this.setPreviousStatement(true);383 this.setNextStatement(true);384 this.setColour(functionColor);385 this.setTooltip('Log a message stating how long the timer has been running.');386 }387};388389Blockly.JavaScript['elapsedTime2_log'] = function(block) {390 var elapsedTime = Blockly.JavaScript.valueToCode(391 block, 'ELAPSED_TIME', Blockly.JavaScript.ORDER_COMMA);392 var label = Blockly.JavaScript.valueToCode(393 block, 'LABEL', Blockly.JavaScript.ORDER_COMMA);394 return elapsedTimeIdentifierForJavaScript + '.log(' + elapsedTime + ', ' + label + ');\n';395};396397Blockly.FtcJava['elapsedTime2_log'] = function(block) {398 var elapsedTime = Blockly.FtcJava.valueToCode(399 block, 'ELAPSED_TIME', Blockly.FtcJava.ORDER_MEMBER);400 var label = Blockly.FtcJava.valueToCode(401 block, 'LABEL', Blockly.FtcJava.ORDER_NONE);402 return elapsedTime + '.log(' + label + ');\n';403};404405Blockly.Blocks['elapsedTime2_toText'] = {406 init: function() {407 this.setOutput(true, 'String');408 this.appendDummyInput()409 .appendField('call')410 .appendField(createNonEditableField('ElapsedTime'))411 .appendField('.')412 .appendField(createNonEditableField('toText'));413 this.appendValueInput('ELAPSED_TIME').setCheck('ElapsedTime')414 .appendField('timer')415 .setAlign(Blockly.ALIGN_RIGHT);416 this.setColour(functionColor);417 this.setTooltip('Returns text indicating the current elapsed time of the timer.');418 }419};420421Blockly.JavaScript['elapsedTime2_toText'] = function(block) {422 var elapsedTime = Blockly.JavaScript.valueToCode(423 block, 'ELAPSED_TIME', Blockly.JavaScript.ORDER_NONE);424 var code = elapsedTimeIdentifierForJavaScript + '.toText(' + elapsedTime + ')';425 return [code, Blockly.JavaScript.ORDER_FUNCTION_CALL];426};427428Blockly.FtcJava['elapsedTime2_toText'] = function(block) {429 var elapsedTime = Blockly.FtcJava.valueToCode(430 block, 'ELAPSED_TIME', Blockly.FtcJava.ORDER_MEMBER);431 var code = elapsedTime + '.toString()';432 return [code, Blockly.FtcJava.ORDER_FUNCTION_CALL]; ...

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timeDifference.js

Source:timeDifference.js Github

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1export const timeDifference = (postedDate)=>{2 const now = new Date().getTime()3 let msPerMinute = 60 * 1000,4 msPerHour = msPerMinute * 60,5 msPerDay = msPerHour * 24,6 msPerMonth = msPerDay * 30,7 msPerYear = msPerDay * 365,8 elapsed = now - postedDate;9 10 return (11 12 elapsed < msPerMinute) ?13 Math.round(elapsed /​ 1000) !== 1 ? 14 Math.round(elapsed /​ 1000)+ ` seconds ago` : 15 Math.round(elapsed /​ 1000)+ ` second ago`16 17 :18 (elapsed < msPerHour) ?19 Math.round(elapsed /​ msPerMinute) !== 1 ?20 Math.round(elapsed /​ msPerMinute) + ` minutes ago` : 21 Math.round(elapsed /​ msPerMinute) + ` minute ago` 22 23 :(elapsed < msPerDay) ?24 Math.round(elapsed /​ msPerHour) !== 1 ? 25 Math.round(elapsed /​ msPerHour) + ` hours ago` 26 : Math.round(elapsed /​ msPerHour) + ` hour ago` 27 28 : (elapsed < msPerMonth) ?29 Math.round(elapsed /​ msPerDay) !== 1 ?30 Math.round(elapsed /​ msPerDay) + ` days ago` 31 : Math.round(elapsed /​ msPerDay) + ` day ago` 32 33 :(elapsed < msPerYear) ? 34 Math.round(elapsed /​ msPerMonth) !== 1 ?35 Math.round(elapsed /​ msPerMonth) + ` months ago`36 :Math.round(elapsed /​ msPerMonth) + ` month ago`37 38 :Math.round(elapsed /​ msPerYear) !== 1 ?39 Math.round(elapsed /​ msPerYear) + ` years ago` 40 :Math.round(elapsed /​ msPerYear) + ` year ago` ...

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