Mercurial > repos > computational-metabolomics > mspurity_flagremove
diff createDatabase.R @ 0:353d48ece635 draft default tip
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
author | computational-metabolomics |
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date | Thu, 04 Mar 2021 12:17:52 +0000 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/createDatabase.R Thu Mar 04 12:17:52 2021 +0000 @@ -0,0 +1,168 @@ +library(msPurity) +library(optparse) +library(xcms) +library(CAMERA) +print(sessionInfo()) +print("CREATING DATABASE") + +xset_pa_filename_fix <- function(opt, pa, xset) { + + if (!is.null(opt$mzML_files) && !is.null(opt$galaxy_names)) { + # NOTE: Relies on the pa@fileList having the names of files given as 'names' of the variables + # needs to be done due to Galaxy moving the files around and screwing up any links to files + + filepaths <- trimws(strsplit(opt$mzML_files, ",")[[1]]) + filepaths <- filepaths[filepaths != ""] + + galaxy_names <- trimws(strsplit(opt$galaxy_names, ",")[[1]]) + galaxy_names <- galaxy_names[galaxy_names != ""] + + nsave <- names(pa@fileList) + old_filenames <- basename(pa@fileList) + pa@fileList <- filepaths[match(names(pa@fileList), galaxy_names)] + names(pa@fileList) <- nsave + + pa@puritydf$filename <- basename(pa@fileList[match(pa@puritydf$filename, old_filenames)]) + pa@grped_df$filename <- basename(pa@fileList[match(pa@grped_df$filename, old_filenames)]) + } + + + if (!all(basename(pa@fileList) == basename(xset@filepaths))) { + if (!all(names(pa@fileList) == basename(xset@filepaths))) { + print("FILELISTS DO NOT MATCH") + message("FILELISTS DO NOT MATCH") + quit(status = 1) + }else{ + xset@filepaths <- unname(pa@fileList) + } + } + + print(xset@phenoData) + print(xset@filepaths) + + return(list(pa, xset)) +} + + + + +option_list <- list( + make_option(c("-o", "--outDir"), type = "character"), + make_option("--pa", type = "character"), + make_option("--xset_xa", type = "character"), + make_option("--xcms_camera_option", type = "character"), + make_option("--eic", action = "store_true"), + make_option("--cores", default = 4), + make_option("--mzML_files", type = "character"), + make_option("--galaxy_names", type = "character"), + make_option("--grpPeaklist", type = "character") +) + + +# store options +opt <- parse_args(OptionParser(option_list = option_list)) +print(opt) + +loadRData <- function(rdata_path, name) { +#loads an RData file, and returns the named xset object if it is there + load(rdata_path) + return(get(ls()[ls() %in% name])) +} + +getxcmsSetObject <- function(xobject) { + # XCMS 1.x + if (class(xobject) == "xcmsSet") + return(xobject) + # XCMS 3.x + if (class(xobject) == "XCMSnExp") { + # Get the legacy xcmsSet object + suppressWarnings(xset <- as(xobject, "xcmsSet")) + xcms::sampclass(xset) <- xset@phenoData$sample_group + return(xset) + } +} + + +print(paste("pa", opt$pa)) +print(opt$xset) + +print(opt$xcms_camera_option) +# Requires +pa <- loadRData(opt$pa, "pa") + + +print(pa@fileList) + +# Missing list element causes failures (should be updated +# in msPurity R package for future releases) +if (!exists("allfrag", where = pa@filter_frag_params)) { + pa@filter_frag_params$allfrag <- FALSE +} + +if (opt$xcms_camera_option == "xcms") { + + xset <- loadRData(opt$xset, c("xset", "xdata")) + xset <- getxcmsSetObject(xset) + fix <- xset_pa_filename_fix(opt, pa, xset) + pa <- fix[[1]] + xset <- fix[[2]] + xa <- NULL +}else{ + + xa <- loadRData(opt$xset, "xa") + fix <- xset_pa_filename_fix(opt, pa, xa@xcmsSet) + pa <- fix[[1]] + xa@xcmsSet <- fix[[2]] + xset <- NULL +} + + +if (is.null(opt$grpPeaklist)) { + grpPeaklist <- NA +}else{ + grpPeaklist <- opt$grpPeaklist +} + +dbPth <- msPurity::createDatabase(pa, + xset = xset, + xsa = xa, + outDir = opt$outDir, + grpPeaklist = grpPeaklist, + dbName = "createDatabase_output.sqlite" +) + + + + + +if (!is.null(opt$eic)) { + + if (is.null(xset)) { + xset <- xa@xcmsSet + } + # previous check should have matched filelists together + xset@filepaths <- unname(pa@fileList) + + convert2Raw <- function(x, xset) { + sid <- unique(x$sample) + # for each file get list of peaks + x$rt_raw <- xset@rt$raw[[sid]][match(x$rt, xset@rt$corrected[[sid]])] + x$rtmin_raw <- xset@rt$raw[[sid]][match(x$rtmin, xset@rt$corrected[[sid]])] + x$rtmax_raw <- xset@rt$raw[[sid]][match(x$rtmax, xset@rt$corrected[[sid]])] + return(x) + + } + + xset@peaks <- as.matrix( + plyr::ddply(data.frame(xset@peaks), ~ sample, convert2Raw, xset = xset)) + + # Saves the EICS into the previously created database + px <- msPurity::purityX(xset, + saveEIC = TRUE, + cores = 1, + sqlitePth = dbPth, + rtrawColumns = TRUE) + +} + +closeAllConnections()