## readUtrack-methods
##
##
###############################################################################
##' @name readUtrack
##' @aliases readUtrack
##' @title readUtrack
##' @rdname readUtrack-methods
##' @docType methods
##' @description take in a single channel Utrack file as input, along with several other user-configurable parameters and output options, to return a track list of all the trajectories found in the file
##' @usage
##' readUtrack(folder, ab.track = F, cores = 1, frameRecord = T)
##'
##' .readUtrack(file, interact = F, ab.track = F, frameRecord = F)
##' @param folder Full path to Utrack files output folder.
##' @param ab.track Use absolute coordinates for tracks.
##' @param cores Number of cores used for parallel computation. This can be the cores on a workstation, or on a cluster. Tip: each core will be assigned to read in a file when paralleled.
##' @param frameRecord Add a fourth column to the track list after the xyz-coordinates for the frame that coordinate point was found (almost mandatory for Utrack).
##' @param file Full path to Utrack file.
##' @param interact Open menu to interactively choose file.
##' @details
##' The naming scheme for each track is as follows:
##'
##' [Last five characters of the file name].[Start frame #].[Length].[Track #]
##'
##' (Note: The last five characters of the file name, excluding the extension, cannot contain ".")
##' @examples
##' #Basic function call of .readUtrack
##' #trackll <- readUtrack(folder = /FILEPATH/, cores = 2)
##'
##' #Basic function call of .readUtrack
##' #trackl <- .readUtrack(interact = TRUE)
##' @export .readUtrack
##' @export readUtrack
##' @importFrom R.matlab readMat
###############################################################################
#### readUtrack ####
.readUtrack = function(file, interact = F, ab.track = F, frameRecord = F){
#Interactively open window
if (interact == TRUE) {
file=file.choose();
}
#Collect file name information
file.name = basename(file);
file.subname = substr(file.name, start=nchar(file.name)-8, stop=nchar(file.name)-4);
#Display starter text
cat("\nReading Utrack file: ",file.name,"...\n");
#Port .mat data
data <- readMat(file)$tracksFinal;
#Stop, since data has to be in sections of 3
if (length(data) %% 3 != 0){
stop("Error in data file.\n")
}
num.tracks = length(data)/3
track.list = list();
frame.list = list();
length.list = list();
#Loop through each track
for (i in 1:num.tracks){
#Track data exists every 3 lists, starting from list 2
counter = i*3 - 1;
#Track data exists every 3 lists, starting from list 3
frame.data = data[[counter+1]]
#Frame data has to be a 2x4 data frame (length = 8)
#Second column has to be 1 (for start frame) and then 2 (for end frame)
if (length(frame.data) != 8 || frame.data[[3]] != 1 || frame.data[[4]] != 2){
stop("Only 1 channel readings accepted.\n")
}
start.frame = frame.data[[1]]
end.frame = frame.data[[2]]
track <- data.frame("x" = numeric(), "y" = numeric(), "z" = integer());
#Add data to track
frame = start.frame
track.length = length(data[[counter]])/8
for(j in 1:track.length){
#xyz coordinates start every 8 frames
point = 8*j-7
x = data[[counter]][[point]]
y = data[[counter]][[point+1]]
z = data[[counter]][[point+2]]
#Skip if NaN (denoting skipped frame track)
if (!is.nan(x)){
if (frameRecord){
track <- rbind(track, data.frame("x" = x, "y" = y, "z" = z, "Frame" = frame));
} else {
track <- rbind(track, data.frame("x" = x, "y" = y, "z" = z));
}
}
#Count frames
frame = frame + 1;
}
track.list[[i]] <- track;
frame.list[[length(frame.list) + 1]] <- start.frame;
length.list[[length(length.list) + 1]] <- end.frame - start.frame + 1
if (ab.track){
track <- abTrack(track);
}
}
#Name track list:
#[Last five characters of the file name without extension (cannot contain ".")].[Start frame #].[Length].[Track #]
names(track.list) = paste(file.subname, frame.list, length.list, c(1:length(track.list)), sep=".");
#File read and processed confirmation text
cat("\n", file.subname, "read and processed.\n")
#Return track list
return(track.list);
}
#### readUtrack ####
readUtrack = function(folder, ab.track = F, cores = 1, frameRecord = T){
trackll = list()
track.holder = c()
# getting a file list of Diatrack files in a directory
file.list = list.files(path = folder, pattern = ".mat", full.names = T)
file.name = list.files(path = folder, pattern = ".mat", full.names = F)
folder.name=basename(folder)
# read in tracks
# list of list of data.frames,
# first level list of file names and
# second level list of data.frames
max.cores = parallel::detectCores(logical=T)
if (cores == 1){
for (i in 1:length(file.list)){
track.list = .readUtrack(file = file.list[i], ab.track = ab.track, frameRecord = frameRecord)
# add indexPerTrackll to track name
indexPerTrackll = 1:length(track.list)
names(track.list) = mapply(paste, names(track.list), indexPerTrackll,sep = ".")
trackll[[i]] = track.list
names(trackll)[i] = file.name[i]
}
} else {
# parallel this block of code
# assign reading in using .readDiatrack to each CPUs
# detect number of cores
# FUTURE: if more than one, automatic using multicore
if (cores>max.cores)
stop("Number of cores specified is greater than recomended maximum: ", max.cores)
cat("Initiated parallel execution on", cores, "cores\n")
# use outfile="" to display result on screen
cl <- parallel::makeCluster(spec = cores,type = "PSOCK", outfile = "")
# register cluster
parallel::setDefaultCluster(cl)
# pass environment variables to workers
parallel::clusterExport(cl,varlist=c(".readUtrack","ab.track", "frameRecord"),envir=environment())
# trackll=parallel::parLapply(cl,file.list,function(fname){
trackll=parallel::parLapply(cl,file.list,function(fname){
track=.readUtrack(file=fname,ab.track=ab.track, frameRecord = frameRecord)
# add indexPerTrackll to track name
indexPerTrackll=1:length(track)
names(track)=mapply(paste,names(track),indexPerTrackll,sep=".")
return(track)
})
# stop cluster
cat("\nStopping clusters...\n")
parallel::stopCluster(cl)
names(trackll)=file.name
# names(track)=file.name
}
cat("\nProcess complete.\n")
return(trackll)
}
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