Mercurial > repos > computational-metabolomics > mspurity_frag4feature
diff createDatabase.R @ 0:ab65999a5430 draft
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
author | computational-metabolomics |
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date | Wed, 27 Nov 2019 14:23:10 -0500 |
parents | |
children | 67b7ae66e8ee |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/createDatabase.R Wed Nov 27 14:23:10 2019 -0500 @@ -0,0 +1,167 @@ +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$mzML_files, ',')[[1]]) + filepaths <- filepaths[filepaths != ""] + new_names <- basename(filepaths) + + galaxy_names <- trimws(strsplit(opt$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')) + 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$pa, 'pa') + + +print(pa@fileList) + + + +if (opt$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$grp_peaklist)){ + grpPeaklist = NA +}else{ + grpPeaklist = opt$grp_peaklist +} + + + +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()