def printTablesAverages(tableBodySmall, tableBodyLarge, title=""): print(title) tableSmall = printer.Table(printer.latexToArray(tableBodySmall)) tableLarge = printer.Table(printer.latexToArray(tableBodyLarge)) tableSmall.content = tableSmall.content[:-2] tableLarge.content = tableLarge.content[:-2] tableSmall.removeColumns([0, 17]) tableLarge.removeColumns([0, 17]) print("Avg success rate tableSmall: {0}".format(computeAvg(tableSmall))) print("Avg success rate tableLarge: {0}".format(computeAvg(tableLarge)))
def printTablesAveragesSvsIS(tableBody, title="", doPrint=True): print(title) tableS = printer.Table(printer.latexToArray(tableBody)) tableIS = printer.Table(printer.latexToArray(tableBody)) tableS.content = tableS.content[:-2] tableIS.content = tableIS.content[:-2] tableS.leaveColumns([5, 6, 13, 14]) tableIS.leaveColumns([7, 8, 15, 16]) avgS = computeAvg(tableS) avgIS = computeAvg(tableIS) if doPrint: print("Avg success rate S: {0}".format(avgS)) print("Avg success rate IS: {0}".format(avgIS)) return avgS, avgIS
def printTablesAveragesCvsN(tableBody, title="", doPrint=True): print(title) tableC = printer.Table(printer.latexToArray(tableBody)) tableN = printer.Table(printer.latexToArray(tableBody)) tableC.content = tableC.content[:-2] tableN.content = tableN.content[:-2] tableC.removeColumns([0, 2, 4, 6, 8, 10, 12, 14, 16, 17]) tableN.removeColumns([0, 1, 3, 5, 7, 9, 11, 13, 15, 17]) avgC = computeAvg(tableC) avgN = computeAvg(tableN) if doPrint: print("Avg success rate C: {0}".format(avgC)) print("Avg success rate N: {0}".format(avgN)) return avgC, avgN
def processTableNewInterface_SvsSI(tableBody, title): print(title) rBold = printer.LatexTextbf(lambda v, b: v == "1.00") rShading = printer.CellShading(0.0, 0.5, 1.0, "colorLow", "colorMedium", "colorHigh") table = printer.Table(printer.latexToArray(tableBody), cellRenderers=[rBold, rShading]) table.leaveColumns([0, 5, 6, 7, 8, 13, 14, 15, 16]) # comparing only SI with S colored = printer.table_color_map(str(table), 0.0, 0.5, 1.0, "colorLow", "colorMedium", "colorHigh") #print(reporting.color_scheme_green) print(colored) print(table.renderCsv())
def processTableNewInterface_withoutSC(tableBody, title): dimCx = Dim([("0.0", None), ("0.5", None)]) dimSel = Dim([("T", None), ("L", None)]) dimMethod = Dim([("U", None), ("P", None), ("S", None), ("IS", None)]) main = dimSel * dimMethod * dimCx dimCols = Dim([("method", None)]) + main + Dim([("mean", None)]) print("numConfigs: " + str(len(dimCols.configs))) print("asd: " + title) rBold = printer.LatexTextbf(lambda v, b: v == "1.00") rShading = printer.CellShading(0.0, 0.5, 1.0, "colorLow", "colorMedium", "colorHigh") table = printer.Table(printer.latexToArray(tableBody), dimCols=dimCols, cellRenderers=[rBold, rShading]) table.leaveColumns([0, 1, 3, 7, 9, 11, 15]) # leaving out S and C print(table.render()) print(table.renderCsv())
\benchNameEps{Keijzer12} & \cellcolor{colorLow!36.6!colorMedium}15.85 & \cellcolor{colorLow!7.920000000000003!colorMedium}23.02 & \cellcolor{colorHigh!0.23999999999999488!colorMedium}25.06 & & \cellcolor{colorLow!4.319999999999993!colorMedium}23.92 & \cellcolor{colorLow!27.799999999999997!colorMedium}18.05 & \cellcolor{colorHigh!11.079999999999998!colorMedium}27.77 & \cellcolor{colorHigh!56.19999999999999!colorMedium}\textbf{39.05} & \cellcolor{colorLow!18.200000000000003!colorMedium}20.45 & \cellcolor{colorLow!30.120000000000005!colorMedium}17.47\\ \benchNameEps{Koza1} & \cellcolor{colorLow!76.44!colorMedium}5.89 & \cellcolor{colorLow!61.04!colorMedium}9.74 & \cellcolor{colorLow!56.52!colorMedium}10.87 & & \cellcolor{colorLow!60.28!colorMedium}9.93 & - & \cellcolor{colorLow!60.68!colorMedium}9.83 & \cellcolor{colorLow!56.0!colorMedium}\textbf{11.00} & - & \cellcolor{colorLow!56.0!colorMedium}\textbf{11.00}\\ \benchNameEps{Koza1-p} & \cellcolor{colorLow!89.64!colorMedium}2.59 & \cellcolor{colorLow!82.2!colorMedium}4.45 & \cellcolor{colorLow!84.08!colorMedium}3.98 & & \cellcolor{colorLow!63.8!colorMedium}9.05 & - & \cellcolor{colorLow!64.88!colorMedium}8.78 & \cellcolor{colorLow!56.0!colorMedium}\textbf{11.00} & - & \cellcolor{colorLow!56.0!colorMedium}\textbf{11.00}\\ \benchNameEps{Koza1-2D} & \cellcolor{colorLow!33.84!colorMedium}16.54 & \cellcolor{colorHigh!18.92!colorMedium}29.73 & \cellcolor{colorHigh!32.72!colorMedium}33.18 & & \cellcolor{colorLow!6.439999999999998!colorMedium}23.39 & \cellcolor{colorLow!22.120000000000005!colorMedium}19.47 & \cellcolor{colorHigh!25.159999999999997!colorMedium}31.29 & \cellcolor{colorHigh!81.68!colorMedium}\textbf{45.42} & \cellcolor{colorHigh!9.439999999999998!colorMedium}27.36 & \cellcolor{colorLow!5.200000000000002!colorMedium}23.70\\ \benchNameEps{Koza1-p-2D} & \cellcolor{colorLow!62.84!colorMedium}9.29 & \cellcolor{colorLow!31.28!colorMedium}17.18 & \cellcolor{colorLow!41.6!colorMedium}14.60 & & \cellcolor{colorLow!9.599999999999994!colorMedium}22.60 & \cellcolor{colorLow!57.36!colorMedium}10.66 & \cellcolor{colorHigh!17.879999999999995!colorMedium}29.47 & \cellcolor{colorHigh!84.91999999999999!colorMedium}\textbf{46.23} & \cellcolor{colorLow!49.76!colorMedium}12.56 & \cellcolor{colorLow!38.36!colorMedium}15.41\\ """ text_successRate = r""" \benchNameEps{Keijzer12} & \cellcolor{colorLow!100.0!colorMedium}0.00 & \cellcolor{colorLow!100.0!colorMedium}0.00 & \cellcolor{colorLow!90.0!colorMedium}0.05 & & \cellcolor{colorLow!100.0!colorMedium}0.00 & \cellcolor{colorLow!100.0!colorMedium}0.00 & \cellcolor{colorLow!98.0!colorMedium}0.01 & \cellcolor{colorLow!22.0!colorMedium}\textbf{0.39} & \cellcolor{colorLow!98.0!colorMedium}0.01 & \cellcolor{colorLow!100.0!colorMedium}0.00\\ \benchNameEps{Koza1} & \cellcolor{colorLow!62.0!colorMedium}0.19 & \cellcolor{colorHigh!36.0!colorMedium}0.68 & \cellcolor{colorHigh!92.0!colorMedium}0.96 & & \cellcolor{colorLow!34.0!colorMedium}0.33 & - & \cellcolor{colorLow!36.0!colorMedium}0.32 & \cellcolor{colorHigh!100.0!colorMedium}\textbf{1.00} & - & \cellcolor{colorHigh!100.0!colorMedium}\textbf{1.00}\\ \benchNameEps{Koza1-p} & \cellcolor{colorLow!100.0!colorMedium}0.00 & \cellcolor{colorLow!100.0!colorMedium}0.00 & \cellcolor{colorLow!100.0!colorMedium}0.00 & & \cellcolor{colorLow!90.0!colorMedium}0.05 & - & \cellcolor{colorLow!94.0!colorMedium}0.03 & \cellcolor{colorHigh!100.0!colorMedium}\textbf{1.00} & - & \cellcolor{colorHigh!100.0!colorMedium}\textbf{1.00}\\ \benchNameEps{Koza1-2D} & \cellcolor{colorLow!98.0!colorMedium}0.01 & \cellcolor{colorLow!76.0!colorMedium}0.12 & \cellcolor{colorLow!60.0!colorMedium}0.20 & & \cellcolor{colorLow!96.0!colorMedium}0.02 & \cellcolor{colorLow!100.0!colorMedium}0.00 & \cellcolor{colorLow!78.0!colorMedium}0.11 & \cellcolor{colorHigh!60.0!colorMedium}\textbf{0.80} & \cellcolor{colorLow!58.0!colorMedium}0.21 & \cellcolor{colorLow!54.0!colorMedium}0.23\\ \benchNameEps{Koza1-p-2D} & \cellcolor{colorLow!100.0!colorMedium}0.00 & \cellcolor{colorLow!100.0!colorMedium}0.00 & \cellcolor{colorLow!100.0!colorMedium}0.00 & & \cellcolor{colorLow!100.0!colorMedium}0.00 & \cellcolor{colorLow!100.0!colorMedium}0.00 & \cellcolor{colorLow!98.0!colorMedium}0.01 & \cellcolor{colorHigh!50.0!colorMedium}\textbf{0.75} & \cellcolor{colorLow!100.0!colorMedium}0.00 & \cellcolor{colorLow!100.0!colorMedium}0.00\\ """ cells_runtime = printer.latexToArray(text_runtime, removeRenderings=True) table_runtime = printer.Table(cells_runtime, cellRenderers=[ printer.LatexTextbfMinInRow(), printer.CellShadingRow( "colorLow", "colorMedium", "colorHigh") ]) #, valueExtractor=log10ValueExtractor print("RUNTIME") print(table_runtime.renderTableBody()) cells_fitness = printer.latexToArray(text_fitness, removeRenderings=True) table_fitness = printer.Table(cells_fitness, cellRenderers=[ printer.LatexTextbfMaxInRow(), printer.CellShadingRow(
from evoplotter import utils from evoplotter import plotter from evoplotter import printer from evoplotter import reporting from evoplotter.dims import * tableRaw = r""" P0 & 0.5 & 0.4 & 1.0 & 0.1 \\ P1 & 0.2 & 0.4 & 0.5 & 0.9 \\ P2 & 0.8 & 0.1 & 0.8 & 0.3 \\ P3 & 0.9 & 0.0 & 0.2 & 0.3 \\ """ table = printer.Table(printer.latexToArray(tableRaw)) table.removeColumn(1) print(table.renderLatex()) print(table.renderCsv()) table = printer.Table(printer.latexToArray(tableRaw), dimCols=Dim([("A", None), ("B", None)]) * Dim([("c", None), ("d", None)]), dimRows=Dim(["P0", "P1", "P2", "P3"])) table.removeColumn(1) print(table.renderLatex()) print(table.renderCsv()) table.insertColumn(1, ["0.0", "0.0", "0.0", "0.0"]) print(table.renderLatex()) print(table.renderCsv())