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 generateTableTextRemovedCols(verticalBorder, horizontalBorder,
useBooktabs):
print("Generating a table for table_variants_text_rc.tex ..")
dimCx = Dim([("0.0", None), ("0.5", None)])
dimSel = Dim([("T", None), ("L", None)])
dimMethod = Dim([("U", None), ("P", None), ("S", None), ("IS", None)])
dimSingleCol = Dim([("C", None), ("D", None)])
main = dimSel * dimMethod * dimCx + dimSingleCol
dimCols = main + Dim([("mean", None)])
cells, rows_names = printer.latexToArrayRowNames(
tableBody) # maybe switch for pandas as a primary representation?
dimRows = Dim.from_names(rows_names)
rBold = printer.LatexTextbf(lambda v, b: v == "1.00")
rShading = printer.CellShading(0.0, 0.5, 1.0, "colorLow", "colorMedium",
"colorHigh")
table = printer.Table(cells,
dimRows=dimRows,
dimCols=dimCols,
cellRenderers=[rBold, rShading],
verticalBorder=verticalBorder,
horizontalBorder=horizontalBorder,
useBooktabs=useBooktabs,
headerRowNames=["method", "", "cx"])
table.leaveColumns([0, 2, 6, 8, 10, 14]) # leaving out S and C
return table
def generateTableData(verticalBorder, horizontalBorder, useBooktabs):
print("Generating a table for table_variants_data.tex ..")
dimCols = Dim.from_dict(
data, "A", nameFun=lambda v: "A={0}".format(v)) * Dim.from_dict(
data, "B", nameFun=lambda v: "B={0}".format(v))
dimRows = Dim.from_dict(data, "F", nameFun=lambda v: "F={0}".format(v))
cells = printer.generateTableCells(
data,
dimRows=dimRows,
dimCols=dimCols,
fun=lambda props: sum([p["value"] for p in props]))
rShading = printer.CellShading(0.0, 5.0, 10.0, "colorLow", "colorMedium",
"colorHigh")
table = printer.Table(cells,
dimCols=dimCols,
dimRows=dimRows,
cellRenderers=[rShading],
verticalBorder=verticalBorder,
horizontalBorder=horizontalBorder,
useBooktabs=useBooktabs,
headerRowNames=["A-value"])
return table
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{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(
"colorLow", "colorMedium",
"colorHigh")
]) # , valueExtractor=log10ValueExtractor
print("FITNESS")
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())