Mercurial > repos > lecorguille > xcms_xcmsset
annotate xcms_xcmsSet.r @ 26:9eebe9690ced draft
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 6f3e71bbe985b4c6af622c9395762b17416062ca
author | lecorguille |
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date | Tue, 30 Apr 2019 04:03:46 -0400 |
parents | 9a0ca3f3a847 |
children | 14b1c52fae62 |
rev | line source |
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b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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1 #!/usr/bin/env Rscript |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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2 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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3 # ----- LOG FILE ----- |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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4 log_file <- file("log.txt", open="wt") |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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5 sink(log_file) |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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6 sink(log_file, type = "output") |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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7 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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8 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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9 # ----- PACKAGE ----- |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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10 cat("\tSESSION INFO\n") |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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11 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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12 #Import the different functions |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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13 source_local <- function(fname){ argv <- commandArgs(trailingOnly=FALSE); base_dir <- dirname(substring(argv[grep("--file=", argv)], 8)); source(paste(base_dir, fname, sep="/")) } |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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14 source_local("lib.r") |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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15 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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16 pkgs <- c("xcms","batch") |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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17 loadAndDisplayPackages(pkgs) |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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18 cat("\n\n"); |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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19 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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20 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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21 # ----- ARGUMENTS ----- |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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22 cat("\tARGUMENTS INFO\n") |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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23 args <- parseCommandArgs(evaluate = FALSE) #interpretation of arguments given in command line as an R list of objects |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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24 write.table(as.matrix(args), col.names=F, quote=F, sep='\t') |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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25 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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26 cat("\n\n") |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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27 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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28 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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29 # ----- PROCESSING INFILE ----- |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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30 cat("\tARGUMENTS PROCESSING INFO\n") |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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31 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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32 #saving the commun parameters |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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33 BPPARAM <- MulticoreParam(1) |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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34 if (!is.null(args$BPPARAM)){ |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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35 BPPARAM <- MulticoreParam(args$BPPARAM) |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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36 } |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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37 register(BPPARAM) |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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38 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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39 #saving the specific parameters |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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40 if (!is.null(args$filterAcquisitionNum)) filterAcquisitionNumParam <- args$filterAcquisitionNum |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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41 if (!is.null(args$filterRt)) filterRtParam <- args$filterRt |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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42 if (!is.null(args$filterMz)) filterMzParam <- args$filterMz |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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43 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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44 method <- args$method |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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45 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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46 if (!is.null(args$roiList)){ |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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47 cat("\t\troiList provided\n") |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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48 args$roiList <- list(getDataFrameFromFile(args$roiList)) |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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49 print(args$roiList) |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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50 } |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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51 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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52 cat("\n\n") |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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53 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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54 # ----- INFILE PROCESSING ----- |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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55 cat("\tINFILE PROCESSING INFO\n") |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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56 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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57 #image is an .RData file necessary to use xset variable given by previous tools |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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58 load(args$image) |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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59 if (!exists("raw_data")) stop("\n\nERROR: The RData doesn't contain any object called 'raw_data' which is provided by the tool: MSnbase readMSData") |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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60 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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61 # Handle infiles |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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62 if (!exists("singlefile")) singlefile <- NULL |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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63 if (!exists("zipfile")) zipfile <- NULL |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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64 rawFilePath <- getRawfilePathFromArguments(singlefile, zipfile, args) |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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65 zipfile <- rawFilePath$zipfile |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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66 singlefile <- rawFilePath$singlefile |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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67 directory <- retrieveRawfileInTheWorkingDirectory(singlefile, zipfile) |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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68 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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69 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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70 cat("\n\n") |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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71 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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72 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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parents:
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73 # ----- MAIN PROCESSING INFO ----- |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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74 cat("\tMAIN PROCESSING INFO\n") |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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75 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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76 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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77 cat("\t\tCOMPUTE\n") |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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78 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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79 ## Get the full path to the files |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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80 files <- getMSFiles(directory) |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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81 |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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82 cat("\t\t\tApply filter[s] (if asked)\n") |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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83 if (exists("filterAcquisitionNumParam")) raw_data <- filterAcquisitionNum(raw_data, filterAcquisitionNumParam[1]:filterAcquisitionNumParam[2]) |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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84 if (exists("filterRtParam")) raw_data <- filterRt(raw_data, filterRtParam) |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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85 if (exists("filterMzParam")) raw_data <- filterMz(raw_data, filterMzParam) |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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86 #Apply this filter only if file contain MS and MSn |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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87 if(length(unique(msLevel(raw_data)))!= 1){ |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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88 raw_data <- filterMsLevel(raw_data,msLevel=1) |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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89 } |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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90 |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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91 cat("\t\t\tChromatographic peak detection\n") |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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92 # clear the arguement list to remove unexpected key/value as singlefile_galaxyPath or method ... |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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93 args <- args[names(args) %in% slotNames(do.call(paste0(method,"Param"), list()))] |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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94 |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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95 findChromPeaksParam <- do.call(paste0(method,"Param"), args) |
b62808a2a008
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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96 print(findChromPeaksParam) |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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97 xdata <- findChromPeaks(raw_data, param=findChromPeaksParam) |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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98 |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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99 # Check if there are no peaks |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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100 if (nrow(chromPeaks(xdata)) == 0) stop("No peaks were detected. You should review your settings") |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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101 |
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102 # Transform the files absolute pathways into relative pathways |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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103 xdata@processingData@files <- sub(paste(getwd(), "/", sep="") , "", xdata@processingData@files) |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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104 |
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105 # Create a sampleMetada file |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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106 sampleNamesList <- getSampleMetadata(xdata=xdata, sampleMetadataOutput="sampleMetadata.tsv") |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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107 |
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108 #cat("\t\t\tCompute and Store TIC and BPI\n") |
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109 #chromTIC = chromatogram(xdata, aggregationFun = "sum") |
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110 #chromBPI = chromatogram(xdata, aggregationFun = "max") |
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111 |
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112 cat("\n\n") |
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113 |
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114 # ----- EXPORT ----- |
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115 |
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116 cat("\tXCMSnExp OBJECT INFO\n") |
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117 print(xdata) |
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118 cat("\n\n") |
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119 |
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120 cat("\txcmsSet OBJECT INFO\n") |
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121 # Get the legacy xcmsSet object |
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122 xset <- getxcmsSetObject(xdata) |
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123 print(xset) |
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124 cat("\n\n") |
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125 |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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126 #saving R data in .Rdata file to save the variables used in the present tool |
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127 objects2save <- c("xdata", "zipfile", "singlefile", "md5sumList", "sampleNamesList") #, "chromTIC", "chromBPI") |
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128 save(list=objects2save[objects2save %in% ls()], file="xcmsSet.RData") |
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129 |
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130 |
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131 cat("\tDONE\n") |