def entry_formatter_lambda(allSolutions, entryIndex):
# solution = (bestOrig, bestOrig.size, testMSE)
solution = allSolutions[entryIndex]
def latexTextColor(color, x):
return r"\textbf{\textcolor{" + str(color) + "}{" + str(x) + "}}"
value = float(solution[2])
valueSc = scientificNotationLatex(value)
colorValue = printer.getLatexColorCode(value, [
allSolutions[0][2],
(allSolutions[-1][2] + allSolutions[0][2]) / 2.0,
allSolutions[-1][2]
], ["darkgreen", "orange", "darkred!50!white"])
size = int(solution[1])
sizeStr = r"\textcolor{darkblue}{\textbf{" + str(size) + r"}}"
# colorSize = printer.getLatexColorCode(value, sizeColorScale, ["darkred!50!white", "orange", "darkgreen"])
sol = solution[0]
sol = shortenLongConstants(sol)
sol = sol[:STR_LEN_LIMIT] + " [..]" if len(
sol) > STR_LEN_LIMIT else sol
# sol = r"\texttt{" + sol + "}"
return r"{0} ({1}) ({2})".format(sol,
latexTextColor(colorValue, valueSc),
sizeStr)
def entry_formatter_lambda(allSolutions, entryIndex):
entry = allSolutions[entryIndex]
value = round(float(entry[1]), 2)
nameFormatter = lambda x: r"\textcolor{darkblue}{" + str(x) + "}" if "CDGP" in str(x) else x
color = printer.getLatexColorCode(value, [allSolutions[0][1], (allSolutions[-1][1] + allSolutions[0][1]) / 2.0,
allSolutions[-1][1]],
["darkgreen", "orange", "darkred!50!white"])
return "{0} ({1})".format(nameFormatter(entry[0]),
r"\textbf{\textcolor{" + color + "}{" + str(value) + "}}") # percentage of runs
def get_freqCounterexamples(props):
if len(props) == 0:
return "-"
counterex = {}
for p in props:
# e.g. "ArrayBuffer((Map(m1 -> 0.0, m2 -> 0.0, r -> 0.0),None), (Map(m1 -> 1.0, m2 -> 2.0, r -> 1.0),None)
s = p["tests.collected"]
cxs = re.findall("\(Map\((?:[^,]+ -> [^,]+(?:, )?)+\),None\)",
s) # ^ makes to match all charecters other than ','
# cxs = <class 'list'>: ['(Map(m1 -> 0.0, m2 -> 0.0, r -> 0.0),None)', '(Map(m1 -> 1.0, m2 -> 2.0, r -> 1.0),None)']
for cx in cxs:
# e.g. cx = (Map(m1 -> 0.0, m2 -> 0.0, r -> 0.0),None)
if "None" in cx: # we are interested only in the noncomplete tests
cx = cx[len("(Map("):-len("),None)")]
# cx = 'm1 -> 0.0, m2 -> 0.0, r -> 0.0'
fargs = re.findall(
"[^,]+ -> [^,]+(?:, )?",
cx) # findall returns non-overlapping matches in string
fargs = [a.replace(", ", "") for a in fargs]
fargs.sort(key=lambda a: a.split(" -> ")[0])
sargs = ",".join(fargs).replace(" -> ", "=")
if sargs in counterex:
counterex[sargs] += 1
else:
counterex[sargs] = 1
counterex_items = list(counterex.items())
if len(counterex_items) == 0:
return "n/a"
else:
counterex_items.sort(key=lambda x: (x[1], x[0]), reverse=True)
NUM_SHOWN = 5
# For some strange reason makecell doesn't work, even when it is a suggested answer (https://tex.stackexchange.com/questions/2441/how-to-add-a-forced-line-break-inside-a-table-cell)
# return "\\makecell{" + "{0} ({1})\\\\{2} ({3})".format(counterex_items[0][0], counterex_items[0][1],
# counterex_items[1][0], counterex_items[1][1]) + "}"
res = "\\pbox[l][" + str(
17 * min(NUM_SHOWN, len(counterex_items))) + "pt][b]{20cm}{"
for i in range(NUM_SHOWN):
if i >= len(counterex_items):
break
if i > 0:
res += "\\\\ \\ "
# res += "{0} ({1})".format(counterex_items[i][0], counterex_items[i][1]) # absolute value
percent = round(100.0 * float(counterex_items[i][1]) / len(props),
1)
color = printer.getLatexColorCode(
percent, [0., 50., 100.],
["darkred!50!white", "orange", "darkgreen"])
res += "{0} ({1})".format(
counterex_items[i][0], r"\textbf{\textcolor{" + color + "}{" +
str(percent) + "\%}}") # percentage of runs
res += "}"
return res
def entry_formatter_lambda(allSolutions, entryIndex):
# entry = (name, best.testMSE)
entry = allSolutions[entryIndex]
value = float(entry[1])
valueSc = scientificNotationLatex(value)
def nameFormatter(x):
if "CDGP" in str(x):
return r"\textcolor{darkblue}{" + str(x) + "}"
elif x == "ALL":
return r"\underline{ALL}"
else:
return x
color = printer.getLatexColorCode(value, [allSolutions[0][1], (allSolutions[-1][1] + allSolutions[0][1]) / 2.0,
allSolutions[-1][1]],
["darkgreen", "orange", "darkred!50!white"])
return "{0} ({1})".format(nameFormatter(entry[0]),
r"\textbf{\textcolor{" + color + "}{" + str(valueSc) + "}}") # percentage of runs
def entry_formatter_lambda(allSolutions, entryIndex):
# entry = (name, best.testMSE)
entry = allSolutions[entryIndex]
value = round(float(entry[1]), 2)
def nameFormatter(x):
if "CDGP" in str(x):
return r"\textcolor{darkblue}{" + str(x) + "}"
elif x == "ALL":
return r"\underline{ALL}"
else:
return x
color = printer.getLatexColorCode(
value, [
allSolutions[-1][1],
(allSolutions[-1][1] + allSolutions[0][1]) / 2.0,
allSolutions[0][1]
], list(reversed(["darkgreen", "orange", "darkred!50!white"])))
return "{0} ({1})".format(
nameFormatter(entry[0]),
r"\textbf{\textcolor{" + color + "}{" + str(value) + "}}")
def entry_formatter_lambda(allSolutions, entryIndex):
# solution = (bestOrig, bestOrig.size, best.isOptimal)
solution = allSolutions[entryIndex]
def latexTextColor(color, x):
return r"\textbf{\textcolor{" + str(color) + "}{" + str(x) + "}}"
value = round(float(solution[2]), 2)
colorValue = printer.getLatexColorCode(
value, [0.0, 0.5, 1.0],
["darkred!50!white", "orange", "darkgreen"])
size = int(solution[1])
sizeStr = r"\textcolor{darkblue}{\textbf{" + str(size) + r"}}"
# colorSize = printer.getLatexColorCode(value, sizeColorScale, ["darkred!50!white", "orange", "darkgreen"])
sol = solution[0]
sol = shortenLongConstants(sol)
sol = sanitizeLatex(sol)
sol = sol[:STR_LEN_LIMIT] + " [..]" if len(
sol) > STR_LEN_LIMIT else sol
sol = r"\texttt{" + sol + "}"
return r"{0} ({1}) ({2})".format(sol,
latexTextColor(colorValue,
value), sizeStr)
def get_freqCounterexamples(props):
if len(props) == 0:
return "-"
counterex = {}
for p in props:
# e.g. "ArrayBuffer((Map(m1 -> 0.0, m2 -> 0.0, r -> 0.0),None), (Map(m1 -> 1.0, m2 -> 2.0, r -> 1.0),None)
s = p["tests.collected"]
# ?: - switches off the capturing effect
cxs = re.findall(
"\(Map\((?:[^,]+ -> [^,]+(?:, )?)+\),(?:Some\([^)]+\)+|None)\)",
s) # ^ makes to match all charecters other than ','
# cxs = <class 'list'>: ['(Map(m1 -> 0.0, m2 -> 0.0, r -> 0.0),None)', '(Map(m1 -> 1.0, m2 -> 2.0, r -> 1.0),None)']
used_keys = [] # safety
for cx in cxs:
# e.g. cx = (Map(m1 -> 0.0, m2 -> 0.0, r -> 0.0),None)
# if "None" in cx: # we are interested only in the noncomplete tests
if True:
cx = cx[len("(Map("):-len(")")]
# cx = 'm1 -> 0.0, m2 -> 0.0, r -> 0.0'
fargs = re.findall(
"[^,]+ -> [^,]+(?:, |[)])",
cx) # findall returns non-overlapping matches in string
for i in range(len(fargs)):
x = fargs[i]
if x[-1] == ")":
x = x[:-1]
x = x.replace(", ", "")
fargs[i] = x
fargs.sort(key=lambda a: a.split(" -> ")[0])
output = re.findall("(Some\([^)]+\)+|None)", cx)[0]
sargs = ",".join(fargs).replace(" -> ", "=") + ";" + output
if sargs not in used_keys:
used_keys.append(sargs)
else:
print(
"({0}) Warning: duplicate test case during a run! {1}"
.format(p["evoplotter.file"], sargs))
if sargs in counterex:
counterex[sargs] += 1
else:
counterex[sargs] = 1
counterex_items = list(counterex.items())
if len(counterex_items) == 0:
return "n/a"
else:
counterex_items.sort(key=lambda x: (x[1], x[0]), reverse=True)
NUM_SHOWN = 7
# For some strange reason makecell doesn't work, even when it is a suggested answer (https://tex.stackexchange.com/questions/2441/how-to-add-a-forced-line-break-inside-a-table-cell)
# return "\\makecell{" + "{0} ({1})\\\\{2} ({3})".format(counterex_items[0][0], counterex_items[0][1],
# counterex_items[1][0], counterex_items[1][1]) + "}"
res = "\\pbox[l][" + str(
17 * min(NUM_SHOWN, len(counterex_items))) + "pt][b]{20cm}{"
for i in range(NUM_SHOWN):
if i >= len(counterex_items):
break
if i > 0:
res += "\\\\ \\ "
test, numRuns = counterex_items[i]
percent = round(100.0 * float(numRuns) / len(props), 1)
color = printer.getLatexColorCode(
percent, [0., 50., 100.],
["darkred!50!white", "orange", "darkgreen"])
txtTest = r"\texttt{" + sanitizeLatex(test) + "}"
txtPercent = r"\textbf{\textcolor{" + color + "}{" + str(
percent) + "\%}}"
res += r"{0} ({1})".format(txtTest,
txtPercent) # percentage of runs
res += "}"
return res
