#' Data input into a idframe object #' #' Read the contents of a data.frame/matrix into a \code{idframe} object. #' #' @param data a \code{data.frame} object #' @param ninputs the number of input columns. (Default: 0) #' @param Ts sampling interval (Default: 1) #' @param unit Time Unit (Default: "seconds") #' #' #' @return an idframe object #' @examples #' data(cstrData) #' data <- read.idframe(cstrData,ninputs=1,Ts= 1,unit="minutes") #' #' @export read.idframe <- function(data,ninputs=NULL,Ts = 1, unit=c("seconds","minutes","hours", "days")[1]){ outIndex <- 1:dim(data)[2]; inputs <- NULL if(ninputs!=0){ inputs <- data[,1:ninputs,drop=F] outIndex <- seq(ninputs+1,dim(data)[2],by=1) } outputs <- data[,outIndex,drop=F] out <- idframe(output=outputs,input=inputs,Ts=Ts,unit=unit) return(out) } #' Read the contents of a table-formatted file #' #' Read the contents of an file in table format into a \code{idframe} object. #' #' @param file the path to the file to read #' @param sep the field separator character. Values on each line of the file are #' separated by this character. (Default: \code{","}) #' @param header a logical value indicating whether the first row corresponding to #' the first element of the rowIndex vector contains the names of the variables. #' (Default: \code{TRUE}) #' @param ninputs the number of input columns. (Default: 0) #' @param Ts sampling interval (Default: 1) #' @param unit Time Unit (Default: "seconds") #' @param ... additional arguments to be passed to the \code{\link[utils]{read.table}} function #' #' @details #' #' The \code{read.table.idframe} function uses the \code{\link[utils]{read.table}} function, #' provided by the \pkg{utils} package, to read data from a table-formatted file and then calls the #' \code{\link{read.idframe}} function to read the data into a idframe object #' #' @return an idframe object #' @examples #' dataMatrix <- data.frame(matrix(rnorm(1000),ncol=5)) #' colnames(dataMatrix) <- c("u1","u2","y1","y2","y3") #' write.csv(dataMatrix,file="test.csv",row.names=FALSE) #' #' data <- read.table.idframe("test.csv",ninputs=2,unit="minutes") #' #' @seealso \code{\link[utils]{read.table}} #' @export read.table.idframe <- function(file,header=TRUE,sep=",",ninputs=0, Ts = 1,unit=c("seconds","minutes","hours", "days")[1],...){ # Read from file (default: csv file) dat <- read.table(file=file,header=header,sep=sep,...) # read from dataframe and return idframe object out <- read.idframe(dat,ninputs=ninputs,Ts = Ts,unit=unit) return(out) }