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# Split up <expression> into symbols.
# Returns a vector of symbols.
scan <- function(expression, lowerCase=FALSE)
{
if (lowerCase)
expression <- tolower(expression)
# add extra whitespace to brackets and operators
expression <- gsub("(\\(|\\)|\\[|\\]|\\||\\&|\\!|\\=|\\.\\.|[a-zA-Z0-9_]*)"," \\1 ", expression)
# strip multiple whitespace characters
expression <- gsub("[ ]+", " ", expression)
expression <- gsub("^[ ]+", "", expression)
expression <- gsub("[ ]+$", "", expression)
# split up at whitespace positions
res <- strsplit(expression, " ", fixed=TRUE)[[1]]
return(res)
}
# Parse a Boolean function in <expression>,
# and build a corresponding parse tree.
parseBooleanFunction <- function(expression, varNames=c(), lowerCase=FALSE)
{
minArgCounts <- c("&"=2,"|"=2, "all" = 1, "any" = 1, "maj" = 1,
"sumis" = 2, "sumgt" = 2, "sumlt" = 2,
"timeis" = 1, "timelt" = 1, "timegt" = 1)
maxArgCounts <- c("&"=Inf,"|"=Inf,"all" = Inf, "any" = Inf, "maj" = Inf,
"sumis" = Inf, "sumgt" = Inf, "sumlt" = Inf,
"timeis" = 1, "timelt" = 1, "timegt" = 1)
isBooleanArgument <- function(arg)
{
return (arg$type %in% c("atom","operator") ||
arg$type == "constant" && arg$value %in% c(0,1))
}
checkPredicate <- function(pred)
{
if (pred$operator %in% c("&","|","maj"))
{
for (el in pred$operands)
{
if (!isBooleanArgument(el))
{
stop(paste("Invalid argument to \"",pred$operator,"\": ", stringFromParseTree(el),sep=""))
}
}
}
else
if (pred$operator %in% c("sumis","sumgt","sumlt"))
{
for (el in pred$operands[-length(pred$operands)])
{
if (!isBooleanArgument(el))
{
stop(paste("Invalid argument to \"",pred$operator,"\": ", stringFromParseTree(el),sep=""))
}
}
if (pred$operands[[length(pred$operands)]]$type != "constant")
stop(paste("Last argument of \"",pred$operator,"\" must be an integer value!"))
}
else
if (pred$operator %in% c("timeis"))
{
if (pred$operands[[1]]$type != "constant" || pred$operands[[1]]$value < 0)
stop(paste("Argument of \"",pred$operator,"\" must be a non-negative integer value!"))
}
}
# internal function to step forward one symbol
advanceSymbol <- function(errorIfEnd = TRUE)
{
pos <<- pos + 1
#print(symbols[-(1:pos-1)])
if (pos > length(symbols))
if (errorIfEnd)
stop("Unexpected end of expression!")
else
return(NA)
else
return(symbols[pos])
}
getCurrentSymbol <- function()
{
#print(symbols[-(1:pos-1)])
if (pos > length(symbols))
return(NA)
else
return(symbols[pos])
}
# internal function to preview the next symbol
previewSymbol <- function()
{
if (pos + 1 > length(symbols))
return(NA)
else
return(symbols[pos + 1])
}
getSymbolPos <- function()
{
return(pos)
}
setSymbolPos <- function(newPos)
{
pos <<- newPos
}
# internal function to parse a sub-expression in brackets
parseExpression <- function(temporalVariables = c())
{
operators <- c()
children <- c()
symb <- advanceSymbol()
while (TRUE)
{
if (symb == "(")
# a new sub-expression
children[[length(children)+1]] <- parseExpression(temporalVariables=temporalVariables)
else
if (symb == "!")
# a negation
children[[length(children)+1]] <- parseNegation(temporalVariables=temporalVariables)
else
if (regexpr("^[a-zA-Z0-9_]*$",symb) == -1)
# something unexpected happened
stop(paste("Unexpected symbol:",symb))
else
children[[length(children)+1]] <- parseAtomOrPredicate(symb, temporalVariables=temporalVariables)
symb <- advanceSymbol(FALSE)
if (is.na(symb) || symb %in% c(")",","))
# end of expression was reached
break
if (!symb %in% c("&","|"))
stop("Operator expected!")
operators <- c(operators,symb)
symb <- advanceSymbol()
}
if (length(children) == 1)
{
# an operator with only one child
return(children[[1]])
}
else
if (length(unique(operators)) == 1)
{
# an n-ary operator
res <- list(type="operator",operator=operators[1],
negated=FALSE, operands=children)
checkPredicate(res)
return(res)
}
else
# a mixture of multiple operators => ensure correct precedence
{
i <- 1
startPos <- NA
operators <- c(operators, "|")
operands <- list()
while (i <= length(operators))
# identify AND operators and move them to a subtree
{
if (operators[i] == "&" && is.na(startPos))
# start of a conjunction
startPos <- i
if (operators[i] == "|" && !is.na(startPos))
# end of a conjunction => create subtree
{
subOp <- list(type="operator", operator="&",
negated=FALSE, operands=children[startPos:i])
operands[[length(operands)+1]] <- subOp
startPos <- NA
}
else
if (is.na(startPos))
operands[[length(operands)+1]] <- children[[i]]
i <- i + 1
}
res <- list(type="operator",operator="|",
negated=FALSE, operands=operands)
checkPredicate(res)
return(res)
}
}
# internal function to parse atoms or temporal predicates
parseAtomOrPredicate <- function(name, temporalVariables=c())
{
if (regexpr("^[0-9]*$",name) != -1 || name %in% c("true","false"))
# a (Boolean or integer) constant
{
if (name == "true")
value <- 1L
else
if (name == "false")
value <- 0L
else
value <- as.integer(name)
return(list(type="constant",
value=value,
negated=FALSE))
}
if (tolower(name) %in% names(minArgCounts))
# a temporal predicate
{
name <- tolower(name)
# translate all into & and any into |
operator <- switch(name,
all = "&",
any = "|",
name)
nextSym <- previewSymbol()
if (!is.na(nextSym) && nextSym == "[")
# a temporal iterator definition follows
{
# discard bracket
advanceSymbol()
varName <- advanceSymbol()
if (regexpr("^[a-zA-Z0-9_]*$",varName) == -1)
# something unexpected happened
stop(paste("Unexpected symbol:",varName))
symb <- advanceSymbol()
if (symb != "=")
{
stop(paste("Expected \"=\" instead of \"",symb,"\" in temporal predicate!"))
}
# parse start time point
startTime <- parseTimePoint(temporalVariables=temporalVariables, TRUE)
symb <- getCurrentSymbol()
if (symb != "..")
{
stop(paste("Expected \"..\" instead of \"",symb,"\" in temporal predicate!"))
}
# parse end time point
endTime <- parseTimePoint(temporalVariables=temporalVariables, TRUE)
symb <- getCurrentSymbol()
if (symb != "]")
stop(paste("Unexpected symbol:",symb))
}
else
# no temporal iterator defined
{
startTime <- 0
endTime <- 0
varName <- NULL
}
symb <- advanceSymbol()
if (symb != "(")
stop(paste("Unexpected symbol:",symb))
subElements <- c()
while(TRUE)
# parse parameters of predicate
{
oldPos <- getSymbolPos()
for (time in startTime:endTime)
# expand arguments according to temporal range
{
tempVars <- temporalVariables
if (!is.null(varName))
{
if (length(tempVars) > 0 && !is.na(tempVars[varName]))
{
stop(paste("Duplicate variable ",varName,"! Please use only unique variable names!",sep=""))
}
tempVars[varName] <- time
}
# re-parse the argument with a new time point => reset parser position
setSymbolPos(oldPos)
subElement <- parseExpression(temporalVariables=tempVars)
subElements <- c(subElements, list(subElement))
if (subElement$type == "constant")
break
}
subElements <- unique(subElements)
symb <- getCurrentSymbol()
if (is.na(symb))
stop("Unexpected end of expression!")
if (symb == ")")
break
if (symb != ",")
stop ("Expected \",\" or \")\"!")
}
# check if number of argument matches
if (length(subElements) < minArgCounts[name] || length(subElements) > maxArgCounts[name])
stop(paste("Invalid number of arguments to ",name,": ",length(subElements),sep=""))
res <- list(type="operator",operator=operator,
negated=FALSE, operands=subElements)
# check if argument types match
checkPredicate(res)
return(res)
}
else
# an atom with or without temporal information
{
nextSym <- previewSymbol()
if (!is.na(nextSym) && nextSym == "[")
# the atom has a time point specification
{
symb <- advanceSymbol()
time <- parseTimePoint(temporalVariables=temporalVariables)
symb <- getCurrentSymbol()
if (symb != "]")
stop(paste("Unexpected symbol:",symb))
}
else
# no time point specified => default to previous time point
time <- -1L
if (length(varNames) > 0)
# check if variable is known
{
varIndex <- which(varNames == name)
if (length(varIndex) == 0)
stop(paste("Unknown variable:",name))
negated <- FALSE
return(list(type="atom",
name=name,
index=as.integer(varIndex),
time=as.integer(time),
negated=negated))
}
else
{
return(list(type="atom",
name=name,
time=as.integer(time),
negated=FALSE))
}
}
}
# internal function to parse a time specification
parseTimePoint <- function(temporalVariables=c(), allowPositive=FALSE)
{
symb <- advanceSymbol()
time <- 0
while (TRUE)
{
sign <- 1
if (symb == "+")
# ignore positive sign
symb <- advanceSymbol()
else
if (symb == "-")
# set multiplier to negative sign
{
sign <- -1
symb <- advanceSymbol()
}
if (symb %in% names(temporalVariables))
# a variable was found => add its value
{
time <- time + sign * temporalVariables[symb]
symb <- advanceSymbol()
}
else
# this has to be an integer time value
{
suppressWarnings(addTime <- as.integer(symb))
if (is.na(addTime))
{
stop(paste("Invalid time specification: ",symb,
". Time specifications must be integers <= -1)", sep=""))
}
time <- time + sign * addTime
symb <- advanceSymbol()
}
if (symb %in% c("]",".."))
break
}
if (time > -1 && !allowPositive)
{
stop(paste("Invalid time specification: ",time,
". Time specifications must be integers <= -1)", sep=""))
}
return(as.integer(time))
}
# Internal function to parse a negation
parseNegation <- function(temporalVariables=c())
{
symb <- advanceSymbol()
if (symb == "(")
{
res <- parseExpression(temporalVariables)
}
else
if (symb %in% c(")","&","|","]","[","="))
stop(paste("Unexpected symbol:",symb))
else
res <- parseAtomOrPredicate(symb, temporalVariables=temporalVariables)
res$negated <- !res$negated
return(res)
}
tryCatch(
{
symbols <- scan(expression, lowerCase=lowerCase)
pos <- 0
res <- parseExpression()
},
error = function(e)
{
stop(sprintf("Error parsing expression \"%s\": %s", expression, e$message))
})
if (!isBooleanArgument(res))
stop(paste("Non-Boolean formula ",stringFromParseTree(res),"!",sep=""))
return(res)
}
# Regenerate the expression string
# from the parse tree <tree>
stringFromParseTree <- function(tree)
{
res <- switch(tree$type,
operator =
{
if (tree$operator %in% c("|","&"))
{
paste({if (tree$negated) "!" else ""},
"(",
paste(sapply(tree$operands,stringFromParseTree),
collapse=paste(" ",tree$operator," ",sep="")),
")", sep="")
}
else
{
paste({if (tree$negated) "!" else ""},
tree$operator,"(",paste(sapply(tree$operands,stringFromParseTree), collapse=", "),")",sep="")
}
},
atom = paste({if (tree$negated) "!" else ""},
tree$name,
{if (tree$time != -1) paste("[",tree$time,"]",sep="") else ""},
sep=""),
constant = paste({if (tree$negated) "!" else ""},
tree$value,
sep="")
)
return(res)
}
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