Mercurial > repos > computational-metabolomics > mspurity_dimspredictpuritysingle
diff flagRemove.R @ 8:75b761fbacc0 draft
planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
author | computational-metabolomics |
---|---|
date | Wed, 12 Jun 2024 16:05:52 +0000 |
parents | 090775983be7 |
children | 548fed2ef792 |
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--- a/flagRemove.R Tue Feb 08 13:59:55 2022 +0000 +++ b/flagRemove.R Wed Jun 12 16:05:52 2024 +0000 @@ -2,77 +2,93 @@ library(optparse) print(sessionInfo()) option_list <- list( - make_option(c("-o", "--out_dir"), type = "character", default = getwd(), - help = "Output folder for resulting files [default = %default]" - ), - make_option(c("-x", "--xset_path"), type = "character", default = file.path(getwd(), "xset.rds"), - help = "The path to the xcmsSet object [default = %default]" - ), - make_option("--polarity", default = NA, - help = "polarity (just used for naming purpose for files being saved) [positive, negative, NA] [default %default]" - ), - make_option("--rsd_i_blank", default = 100, - help = "RSD threshold for the blank [default = %default]" - ), - make_option("--minfrac_blank", default = 0.5, - help = "minimum fraction of files for features needed for the blank [default = %default]" - ), - make_option("--rsd_rt_blank", default = 100, - help = "RSD threshold for the RT of the blank [default = %default]" - ), - - make_option("--ithres_blank", default = 0, - help = "Intensity threshold for the blank [default = %default]" - ), - make_option("--s2b", default = 10, - help = "fold change (sample/blank) needed for sample peak to be allowed. e.g. + make_option(c("-o", "--out_dir"), + type = "character", default = getwd(), + help = "Output folder for resulting files [default = %default]" + ), + make_option(c("-x", "--xset_path"), + type = "character", default = file.path(getwd(), "xset.rds"), + help = "The path to the xcmsSet object [default = %default]" + ), + make_option("--polarity", + default = NA, + help = "polarity (just used for naming purpose for files being saved) [positive, negative, NA] [default %default]" + ), + make_option("--rsd_i_blank", + default = 100, + help = "RSD threshold for the blank [default = %default]" + ), + make_option("--minfrac_blank", + default = 0.5, + help = "minimum fraction of files for features needed for the blank [default = %default]" + ), + make_option("--rsd_rt_blank", + default = 100, + help = "RSD threshold for the RT of the blank [default = %default]" + ), + make_option("--ithres_blank", + default = 0, + help = "Intensity threshold for the blank [default = %default]" + ), + make_option("--s2b", + default = 10, + help = "fold change (sample/blank) needed for sample peak to be allowed. e.g. if s2b set to 10 and the recorded sample 'intensity' value was 100 and blank was 10. 1000/10 = 100, so sample has fold change higher than the threshold and the peak is not considered a blank [default = %default]" - ), - make_option("--blank_class", default = "blank", type = "character", - help = "A string representing the class that will be used for the blank.[default = %default]" - ), - make_option("--egauss_thr", default = NA, - help = "Threshold for filtering out non gaussian shaped peaks. Note this only works + ), + make_option("--blank_class", + default = "blank", type = "character", + help = "A string representing the class that will be used for the blank.[default = %default]" + ), + make_option("--egauss_thr", + default = NA, + help = "Threshold for filtering out non gaussian shaped peaks. Note this only works if the 'verbose columns' and 'fit gauss' was used with xcms [default = %default]" - ), - make_option("--rsd_i_sample", default = 100, - help = "RSD threshold for the samples [default = %default]" - ), - make_option("--minfrac_sample", default = 0.8, - help = "minimum fraction of files for features needed for the samples [default = %default]" - ), - make_option("--rsd_rt_sample", default = 100, - help = "RSD threshold for the RT of the samples [default = %default]" - ), - make_option("--ithres_sample", default = 5000, - help = "Intensity threshold for the sample [default = %default]" - ), - make_option("--grp_rm_ids", default = NA, - help = "vector of grouped_xcms peaks to remove (corresponds to the row from xcms::group output) + ), + make_option("--rsd_i_sample", + default = 100, + help = "RSD threshold for the samples [default = %default]" + ), + make_option("--minfrac_sample", + default = 0.8, + help = "minimum fraction of files for features needed for the samples [default = %default]" + ), + make_option("--rsd_rt_sample", + default = 100, + help = "RSD threshold for the RT of the samples [default = %default]" + ), + make_option("--ithres_sample", + default = 5000, + help = "Intensity threshold for the sample [default = %default]" + ), + make_option("--grp_rm_ids", + default = NA, + help = "vector of grouped_xcms peaks to remove (corresponds to the row from xcms::group output) [default = %default]" - ), - make_option("--remove_spectra", action = "store_true", - help = "TRUE if flagged spectra is to be removed [default = %default]" - ), - make_option("--minfrac_xcms", default = 0.5, - help = "minfrac for xcms grouping [default = %default]" - ), - make_option("--mzwid", default = 0.001, - help = "mzwid for xcms grouping [default = %default]" - ), - make_option("--bw", default = 5, - help = "bw for xcms grouping [default = %default]" - ), - - make_option("--temp_save", action = "store_true", - help = "Assign True if files for each step saved (for testing purposes) [default = %default]" - ), - - make_option("--samplelist", type = "character", help = "Sample list to determine the blank class") - + ), + make_option("--remove_spectra", + action = "store_true", + help = "TRUE if flagged spectra is to be removed [default = %default]" + ), + make_option("--minfrac_xcms", + default = 0.5, + help = "minfrac for xcms grouping [default = %default]" + ), + make_option("--mzwid", + default = 0.001, + help = "mzwid for xcms grouping [default = %default]" + ), + make_option("--bw", + default = 5, + help = "bw for xcms grouping [default = %default]" + ), + make_option("--temp_save", + action = "store_true", + help = "Assign True if files for each step saved (for testing purposes) [default = %default]" + ), + make_option("--samplelist", type = "character", help = "Sample list to determine the blank class") ) # nolint start @@ -88,13 +104,13 @@ if (is.null(opt$temp_save)) { temp_save <- FALSE -}else{ +} else { temp_save <- TRUE } if (is.null(opt$remove_spectra)) { remove_spectra <- FALSE -}else{ +} else { remove_spectra <- TRUE } @@ -103,8 +119,9 @@ getxcmsSetObject <- function(xobject) { # XCMS 1.x - if (class(xobject) == "xcmsSet") + if (class(xobject) == "xcmsSet") { return(xobject) + } # XCMS 3.x if (class(xobject) == "XCMSnExp") { # Get the legacy xcmsSet object @@ -116,7 +133,7 @@ loadRData <- function(rdata_path, name) { -#loads an RData file, and returns the named xset object if it is there + # loads an RData file, and returns the named xset object if it is there load(rdata_path) return(get(ls()[ls() %in% name])) } @@ -126,7 +143,7 @@ print(xset) if (is.null(opt$samplelist)) { blank_class <- opt$blank_class -}else{ +} else { samplelist <- read.table(opt$samplelist, sep = "\t", header = TRUE) samplelist_blank <- unique(samplelist$sample_class[samplelist$blank == "yes"]) @@ -142,25 +159,26 @@ if (is.null(opt$multilist)) { ffrm_out <- flag_remove(xset, - pol = opt$polarity, - rsd_i_blank = opt$rsd_i_blank, - minfrac_blank = opt$minfrac_blank, - rsd_rt_blank = opt$rsd_rt_blank, - ithres_blank = opt$ithres_blank, - s2b = opt$s2b, - ref.class = blank_class, - egauss_thr = opt$egauss_thr, - rsd_i_sample = opt$rsd_i_sample, - minfrac_sample = opt$minfrac_sample, - rsd_rt_sample = opt$rsd_rt_sample, - ithres_sample = opt$ithres_sample, - minfrac_xcms = opt$minfrac_xcms, - mzwid = opt$mzwid, - bw = opt$bw, - out_dir = opt$out_dir, - temp_save = temp_save, - remove_spectra = remove_spectra, - grp_rm_ids = unlist(strsplit(as.character(opt$grp_rm_ids), split = ", "))[[1]]) + pol = opt$polarity, + rsd_i_blank = opt$rsd_i_blank, + minfrac_blank = opt$minfrac_blank, + rsd_rt_blank = opt$rsd_rt_blank, + ithres_blank = opt$ithres_blank, + s2b = opt$s2b, + ref.class = blank_class, + egauss_thr = opt$egauss_thr, + rsd_i_sample = opt$rsd_i_sample, + minfrac_sample = opt$minfrac_sample, + rsd_rt_sample = opt$rsd_rt_sample, + ithres_sample = opt$ithres_sample, + minfrac_xcms = opt$minfrac_xcms, + mzwid = opt$mzwid, + bw = opt$bw, + out_dir = opt$out_dir, + temp_save = temp_save, + remove_spectra = remove_spectra, + grp_rm_ids = unlist(strsplit(as.character(opt$grp_rm_ids), split = ", "))[[1]] + ) print("flag remove finished") xset <- ffrm_out[[1]] grp_peaklist <- ffrm_out[[2]] @@ -172,26 +190,26 @@ peak_pth <- file.path(opt$out_dir, "peaklist_filtered.tsv") print(peak_pth) write.table(data.frame("grpid" = rownames(grp_peaklist), "ID" = rownames(grp_peaklist), grp_peaklist), - peak_pth, row.names = FALSE, sep = "\t") + peak_pth, + row.names = FALSE, sep = "\t" + ) removed_peaks <- data.frame(removed_peaks) write.table(data.frame("ID" = rownames(removed_peaks), removed_peaks), - file.path(opt$out_dir, "removed_peaks.tsv"), row.names = FALSE, sep = "\t") - -}else{ - - # nolint start - # TODO - #xsets <- split(xset, multilist_df$multlist) - # - #mult_grps <- unique(multilist_df$multlist) - # - #for (mgrp in mult_grps){ - # xset_i <- xsets[mgrp] - # xcms::group(xset_i, - # - # } - # nolint end - - + file.path(opt$out_dir, "removed_peaks.tsv"), + row.names = FALSE, sep = "\t" + ) +} else { + # nolint start + # TODO + # xsets <- split(xset, multilist_df$multlist) + # + # mult_grps <- unique(multilist_df$multlist) + # + # for (mgrp in mult_grps){ + # xset_i <- xsets[mgrp] + # xcms::group(xset_i, + # + # } + # nolint end }