source("/home/taha/chepec/chetex/common/R/common.R") ################################################## ################### mps2df ####################### ################################################## mps2df <- function(datafilename, wearea = 1) { ## Description: ## Reads time vs current data (from CHI 760 potentiostat) ## and returns a dataframe with the data and ## the data attributes (experimental conditions). ## Usage: ## mps2df(datafilename, wearea) ## Arguments: ## datafilename: text string with full path to experimental file ## wearea: working electrode area in square centimeters (optional) ## Value: ## Dataframe with the following columns (and no extra attributes): ## $ sampleid : chr ## $ time : num ## $ current : num ## $ currentdensity : num ## $ timediff : num ## $ dIdt : num ## $ didt : num ## $ charge : num ## $ chargedensity : num ## $ PotentialSteps : num ## $ TimeSteps : num ## $ Cycle : num ## $ SampleInterval : num ## $ QuietTime : num ## $ Sensitivity : num ## Note: ## The CH Instruments 760 potentiostat records all data ## using standard SI units, therefore this function ## assumes all potential values to be in volts, ## currents to be in amperes, charges in Coulombs, ## time in seconds, and so on. # datafile <- file(datafilename, "r") chifile <- readLines(datafile, n = -1) #read all lines of input file close(datafile) # sampleid <- ProvideSampleId(datafilename) # rgxp.number <- "^\\-?\\d+\\.\\d+[e,]" # regexp that matches a decimal number at the beginning of the line. # Matches numbers with or without a negative sign (hyphen), # followed by one digit before the decimal, a decimal point, # and an arbitrary number of digits after the decimal point, # immediately followed by either the letter 'e' or a comma. # Note that backslashes are escaped due to the way R handles strings. # numrow.idx <- regexpr(rgxp.number, chifile) # Save the match length attribute to another variable, numrow.len <- attr(numrow.idx, "match.length") # then scrap the attribute of the original variable. attr(numrow.idx, "match.length") <- NULL # i <- seq(1, length(numrow.idx) - 1, 1) j <- seq(2, length(numrow.idx), 1) # Start indices of data ranges starts <- which(numrow.idx[i] != 1 & numrow.idx[j] == 1) + 1 # End indices, except for the last ends <- which(numrow.idx[i] == 1 & numrow.idx[j] != 1) # Fix the last index of end indices ends <- c(ends, length(numrow.idx)) # ff <- data.frame(NULL) for (s in 1:length(starts)) { zz <- textConnection(chifile[starts[s]:ends[s]], "r") ff <- rbind(ff, data.frame(stringsAsFactors = FALSE, sampleid, matrix(scan(zz, what = numeric(), sep = ","), ncol = 2, byrow = T))) close(zz) } names(ff) <- c("sampleid", "time", "current") # Calculate current density currentdensity <- ff$current / wearea ff <- cbind(ff, currentdensity = currentdensity) # Calculate time diff and current diff timediff <- c(ff$time[1], diff(ff$time)) currentdiff <- c(ff$current[1], diff(ff$current)) currentdensitydiff <- c(ff$currentdensity[1], diff(ff$currentdensity)) # Calculate differential of current and current density dIdt <- currentdiff / timediff didt <- currentdensitydiff / timediff # Calculate charge and charge density charge <- cumsum(ff$current) chargedensity <- cumsum(ff$currentdensity) # Update ff dataframe ff <- cbind(ff, timediff = timediff, dIdt = dIdt, didt = didt, charge = charge, chargedensity = chargedensity) # ### Collect attributes of this experiment # Potential steps PotentialSteps <- "" positions.PotentialSteps <- regexpr("^E\\d+\\s\\(V\\)", chifile) PotentialSteps <- paste("\\num{", strsplit(chifile[which(positions.PotentialSteps == 1)], "\\s=\\s")[[1]][2], "}", sep = "") if (length(which(positions.PotentialSteps == 1)) > 1) { for (i in 2:length(which(positions.PotentialSteps == 1))) { PotentialSteps <- paste(PotentialSteps, paste("\\num{", strsplit(chifile[which(positions.PotentialSteps == 1)], "\\s=\\s")[[i]][2], "}", sep = ""), sep = ", ") } } ff$PotentialSteps <- PotentialSteps # Time steps TimeSteps <- "" positions.TimeSteps <- regexpr("^T\\d+\\s\\(s\\)", chifile) TimeSteps <- paste("\\num{", strsplit(chifile[which(positions.TimeSteps == 1)], "\\s=\\s")[[1]][2], "}", sep = "") if (length(which(positions.TimeSteps == 1)) > 1) { for (i in 2:length(which(positions.TimeSteps == 1))) { TimeSteps <- paste(TimeSteps, paste("\\num{", strsplit(chifile[which(positions.TimeSteps == 1)], "\\s=\\s")[[i]][2], "}", sep = ""), sep = ", ") } } ff$TimeSteps <- TimeSteps # Cycles position.Cycles <- regexpr("^Cycle", chifile) Cycles <- as.numeric(strsplit(chifile[which(position.Cycles == 1)], "\\s=\\s")[[1]][2]) ff$Cycles <- Cycles # Sample interval (s) position.SampleInterval <- regexpr("^Sample\\sInterval\\s\\(s\\)", chifile) SampleInterval <- as.numeric(strsplit(chifile[which(position.SampleInterval == 1)], "\\s=\\s")[[1]][2]) ff$SampleInterval <- SampleInterval # Quiet Time (s) position.QuietTime <- regexpr("^Quiet\\sTime\\s\\(sec\\)", chifile) QuietTime <- as.numeric(strsplit(chifile[which(position.QuietTime == 1)], "\\s=\\s")[[1]][2]) ff$QuietTime <- QuietTime # Sensitivity (A/V) position.Sensitivity <- regexpr("^Sensitivity\\s\\(A/V\\)", chifile) Sensitivity <- as.numeric(strsplit(chifile[which(position.Sensitivity == 1)], "\\s=\\s")[[1]][2]) ff$Sensitivity <- Sensitivity # return(ff) }