Mercurial > repos > lecorguille > xcms_plot_chromatogram

annotate lib.r @ 13:024974037c4e draft

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"planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
author workflow4metabolomics
date Wed, 07 Apr 2021 12:07:49 +0000
parents 0cab69429e1e
children 8846a03995d3
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c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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1 #@authors ABiMS TEAM, Y. Guitton
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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2 # lib.r for Galaxy Workflow4Metabolomics xcms tools
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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4 #@author G. Le Corguille
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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5 # solve an issue with batch if arguments are logical TRUE/FALSE
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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6 parseCommandArgs <- function(...) {
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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7 args <- batch::parseCommandArgs(...)
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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8 for (key in names(args)) {
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024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
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9 if (args[key] %in% c("TRUE", "FALSE"))
024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
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10 args[key] <- as.logical(args[key])
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c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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11 }
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12 return(args)
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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13 }
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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15 #@author G. Le Corguille
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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16 # This function will
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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17 # - load the packages
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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18 # - display the sessionInfo
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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19 loadAndDisplayPackages <- function(pkgs) {
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20 for (pkg in pkgs) suppressPackageStartupMessages(stopifnot(library(pkg, quietly = TRUE, logical.return = TRUE, character.only = TRUE)))
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21
13
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22 sessioninfo <- sessionInfo()
024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
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23 cat(sessioninfo$R.version$version.string, "\n")
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24 cat("Main packages:\n")
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25 for (pkg in names(sessioninfo$otherPkgs)) {
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26 cat(paste(pkg, packageVersion(pkg)), "\t")
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27 }
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28 cat("\n")
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29 cat("Other loaded packages:\n")
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30 for (pkg in names(sessioninfo$loadedOnly)) {
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31 cat(paste(pkg, packageVersion(pkg)), "\t")
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32 }
024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
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33 cat("\n")
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34 }
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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36 #@author G. Le Corguille
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lecorguille
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37 # This function merge several chromBPI or chromTIC into one.
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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38 mergeChrom <- function(chrom_merged, chrom) {
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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39 if (is.null(chrom_merged)) return(NULL)
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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40 chrom_merged@.Data <- cbind(chrom_merged@.Data, chrom@.Data)
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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41 return(chrom_merged)
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42 }
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44 #@author G. Le Corguille
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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45 # This function merge several xdata into one.
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lecorguille
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46 mergeXData <- function(args) {
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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47 chromTIC <- NULL
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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48 chromBPI <- NULL
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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49 chromTIC_adjusted <- NULL
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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50 chromBPI_adjusted <- NULL
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51 md5sumList <- NULL
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52 for (image in args$images) {
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53
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54 load(image)
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55 # Handle infiles
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56 if (!exists("singlefile")) singlefile <- NULL
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57 if (!exists("zipfile")) zipfile <- NULL
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58 rawFilePath <- retrieveRawfileInTheWorkingDir(singlefile, zipfile, args)
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59 zipfile <- rawFilePath$zipfile
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60 singlefile <- rawFilePath$singlefile
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62 if (exists("raw_data")) xdata <- raw_data
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63 if (!exists("xdata")) stop("\n\nERROR: The RData doesn't contain any object called 'xdata'. This RData should have been created by an old version of XMCS 2.*")
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64
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65 cat(sampleNamesList$sampleNamesOrigin, "\n")
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66
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67 if (!exists("xdata_merged")) {
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68 xdata_merged <- xdata
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69 singlefile_merged <- singlefile
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70 md5sumList_merged <- md5sumList
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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71 sampleNamesList_merged <- sampleNamesList
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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72 chromTIC_merged <- chromTIC
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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73 chromBPI_merged <- chromBPI
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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74 chromTIC_adjusted_merged <- chromTIC_adjusted
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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75 chromBPI_adjusted_merged <- chromBPI_adjusted
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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76 } else {
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77 if (is(xdata, "XCMSnExp")) xdata_merged <- c(xdata_merged, xdata)
024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
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78 else if (is(xdata, "OnDiskMSnExp")) xdata_merged <- xcms:::.concatenate_OnDiskMSnExp(xdata_merged, xdata)
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79 else stop("\n\nERROR: The RData either a OnDiskMSnExp object called raw_data or a XCMSnExp object called xdata")
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80
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81 singlefile_merged <- c(singlefile_merged, singlefile)
024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
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82 md5sumList_merged$origin <- rbind(md5sumList_merged$origin, md5sumList$origin)
024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
workflow4metabolomics
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83 sampleNamesList_merged$sampleNamesOrigin <- c(sampleNamesList_merged$sampleNamesOrigin, sampleNamesList$sampleNamesOrigin)
024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
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84 sampleNamesList_merged$sampleNamesMakeNames <- c(sampleNamesList_merged$sampleNamesMakeNames, sampleNamesList$sampleNamesMakeNames)
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lecorguille
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85 chromTIC_merged <- mergeChrom(chromTIC_merged, chromTIC)
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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86 chromBPI_merged <- mergeChrom(chromBPI_merged, chromBPI)
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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87 chromTIC_adjusted_merged <- mergeChrom(chromTIC_adjusted_merged, chromTIC_adjusted)
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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88 chromBPI_adjusted_merged <- mergeChrom(chromBPI_adjusted_merged, chromBPI_adjusted)
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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89 }
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90 }
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91 rm(image)
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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92 xdata <- xdata_merged; rm(xdata_merged)
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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93 singlefile <- singlefile_merged; rm(singlefile_merged)
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94 md5sumList <- md5sumList_merged; rm(md5sumList_merged)
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95 sampleNamesList <- sampleNamesList_merged; rm(sampleNamesList_merged)
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96
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97 if (!is.null(args$sampleMetadata)) {
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98 cat("\tXSET PHENODATA SETTING...\n")
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99 sampleMetadataFile <- args$sampleMetadata
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100 sampleMetadata <- getDataFrameFromFile(sampleMetadataFile, header = F)
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101 xdata@phenoData@data$sample_group <- sampleMetadata$V2[match(xdata@phenoData@data$sample_name, sampleMetadata$V1)]
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102
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103 if (any(is.na(pData(xdata)$sample_group))) {
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104 sample_missing <- pData(xdata)$sample_name[is.na(pData(xdata)$sample_group)]
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105 error_message <- paste("Those samples are missing in your sampleMetadata:", paste(sample_missing, collapse = " "))
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106 print(error_message)
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107 stop(error_message)
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108 }
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109 }
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110
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111 if (!is.null(chromTIC_merged)) {
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112 chromTIC <- chromTIC_merged; chromTIC@phenoData <- xdata@phenoData
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113 }
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114 if (!is.null(chromBPI_merged)) {
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115 chromBPI <- chromBPI_merged; chromBPI@phenoData <- xdata@phenoData
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116 }
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117 if (!is.null(chromTIC_adjusted_merged)) {
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118 chromTIC_adjusted <- chromTIC_adjusted_merged; chromTIC_adjusted@phenoData <- xdata@phenoData
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119 }
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120 if (!is.null(chromBPI_adjusted_merged)) {
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121 chromBPI_adjusted <- chromBPI_adjusted_merged; chromBPI_adjusted@phenoData <- xdata@phenoData
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122 }
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123
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124 return(list("xdata" = xdata, "singlefile" = singlefile, "md5sumList" = md5sumList, "sampleNamesList" = sampleNamesList, "chromTIC" = chromTIC, "chromBPI" = chromBPI, "chromTIC_adjusted" = chromTIC_adjusted, "chromBPI_adjusted" = chromBPI_adjusted))
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125 }
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126
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127 #@author G. Le Corguille
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128 # This function convert if it is required the Retention Time in minutes
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129 RTSecondToMinute <- function(variableMetadata, convertRTMinute) {
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130 if (convertRTMinute) {
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131 #converting the retention times (seconds) into minutes
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132 print("converting the retention times into minutes in the variableMetadata")
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133 variableMetadata[, "rt"] <- variableMetadata[, "rt"] / 60
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134 variableMetadata[, "rtmin"] <- variableMetadata[, "rtmin"] / 60
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135 variableMetadata[, "rtmax"] <- variableMetadata[, "rtmax"] / 60
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136 }
13
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137 return(variableMetadata)
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138 }
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139
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140 #@author G. Le Corguille
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141 # This function format ions identifiers
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142 formatIonIdentifiers <- function(variableMetadata, numDigitsRT = 0, numDigitsMZ = 0) {
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143 splitDeco <- strsplit(as.character(variableMetadata$name), "_")
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144 idsDeco <- sapply(splitDeco,
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145 function(x) {
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146 deco <- unlist(x)[2]; if (is.na(deco)) return("") else return(paste0("_", deco))
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147 }
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148 )
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149 namecustom <- make.unique(paste0("M", round(variableMetadata[, "mz"], numDigitsMZ), "T", round(variableMetadata[, "rt"], numDigitsRT), idsDeco))
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150 variableMetadata <- cbind(name = variableMetadata$name, namecustom = namecustom, variableMetadata[, !(colnames(variableMetadata) %in% c("name"))])
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151 return(variableMetadata)
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152 }
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153
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154 #@author G. Le Corguille
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155 # This function convert the remain NA to 0 in the dataMatrix
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156 naTOzeroDataMatrix <- function(dataMatrix, naTOzero) {
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157 if (naTOzero) {
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158 dataMatrix[is.na(dataMatrix)] <- 0
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159 }
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160 return(dataMatrix)
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161 }
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162
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163 #@author G. Le Corguille
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164 # Draw the plotChromPeakDensity 3 per page in a pdf file
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165 getPlotChromPeakDensity <- function(xdata, param = NULL, mzdigit = 4) {
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166 pdf(file = "plotChromPeakDensity.pdf", width = 16, height = 12)
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167
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168 par(mfrow = c(3, 1), mar = c(4, 4, 1, 0.5))
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169
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170 if (length(unique(xdata$sample_group)) < 10) {
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171 group_colors <- brewer.pal(length(unique(xdata$sample_group)), "Set1")
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172 }else{
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173 group_colors <- hcl.colors(length(unique(xdata$sample_group)), palette = "Dark 3")
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174 }
0
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175 names(group_colors) <- unique(xdata$sample_group)
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176 col_per_samp <- as.character(xdata$sample_group)
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177 for (i in seq_len(length(group_colors))) {
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178 col_per_samp[col_per_samp == (names(group_colors)[i])] <- group_colors[i]
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179 }
0
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180
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181 xlim <- c(min(featureDefinitions(xdata)$rtmin), max(featureDefinitions(xdata)$rtmax))
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182 for (i in seq_len(nrow(featureDefinitions(xdata)))) {
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183 mzmin <- featureDefinitions(xdata)[i, ]$mzmin
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184 mzmax <- featureDefinitions(xdata)[i, ]$mzmax
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185 plotChromPeakDensity(xdata, param = param, mz = c(mzmin, mzmax), col = col_per_samp, pch = 16, xlim = xlim, main = paste(round(mzmin, mzdigit), round(mzmax, mzdigit)))
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186 legend("topright", legend = names(group_colors), col = group_colors, cex = 0.8, lty = 1)
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187 }
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188
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189 dev.off()
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190 }
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191
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192 #@author G. Le Corguille
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193 # Draw the plotChromPeakDensity 3 per page in a pdf file
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194 getPlotAdjustedRtime <- function(xdata) {
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195
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196 pdf(file = "raw_vs_adjusted_rt.pdf", width = 16, height = 12)
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197
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198 # Color by group
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199 if (length(unique(xdata$sample_group)) < 10) {
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200 group_colors <- brewer.pal(length(unique(xdata$sample_group)), "Set1")
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201 } else {
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202 group_colors <- hcl.colors(length(unique(xdata$sample_group)), palette = "Dark 3")
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203 }
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204 if (length(group_colors) > 1) {
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205 names(group_colors) <- unique(xdata$sample_group)
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206 plotAdjustedRtime(xdata, col = group_colors[xdata$sample_group])
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207 legend("topright", legend = names(group_colors), col = group_colors, cex = 0.8, lty = 1)
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208 }
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209
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210 # Color by sample
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211 plotAdjustedRtime(xdata, col = rainbow(length(xdata@phenoData@data$sample_name)))
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212 legend("topright", legend = xdata@phenoData@data$sample_name, col = rainbow(length(xdata@phenoData@data$sample_name)), cex = 0.8, lty = 1)
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213
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214 dev.off()
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215 }
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216
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217 #@author G. Le Corguille
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218 # value: intensity values to be used into, maxo or intb
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219 getPeaklistW4M <- function(xdata, intval = "into", convertRTMinute = F, numDigitsMZ = 4, numDigitsRT = 0, naTOzero = T, variableMetadataOutput, dataMatrixOutput, sampleNamesList) {
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220 dataMatrix <- featureValues(xdata, method = "medret", value = intval)
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221 colnames(dataMatrix) <- make.names(tools::file_path_sans_ext(colnames(dataMatrix)))
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222 dataMatrix <- cbind(name = groupnames(xdata), dataMatrix)
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223 variableMetadata <- featureDefinitions(xdata)
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224 colnames(variableMetadata)[1] <- "mz"; colnames(variableMetadata)[4] <- "rt"
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225 variableMetadata <- data.frame(name = groupnames(xdata), variableMetadata)
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226
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227 variableMetadata <- RTSecondToMinute(variableMetadata, convertRTMinute)
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228 variableMetadata <- formatIonIdentifiers(variableMetadata, numDigitsRT = numDigitsRT, numDigitsMZ = numDigitsMZ)
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229 dataMatrix <- naTOzeroDataMatrix(dataMatrix, naTOzero)
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230
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231 # FIX: issue when the vector at peakidx is too long and is written in a new line during the export
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232 variableMetadata[, "peakidx"] <- vapply(variableMetadata[, "peakidx"], FUN = paste, FUN.VALUE = character(1), collapse = ",")
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233
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234 write.table(variableMetadata, file = variableMetadataOutput, sep = "\t", quote = F, row.names = F)
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235 write.table(dataMatrix, file = dataMatrixOutput, sep = "\t", quote = F, row.names = F)
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236
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237 }
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238
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239 #@author G. Le Corguille
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240 # It allow different of field separators
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241 getDataFrameFromFile <- function(filename, header = T) {
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242 myDataFrame <- read.table(filename, header = header, sep = ";", stringsAsFactors = F)
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243 if (ncol(myDataFrame) < 2) myDataFrame <- read.table(filename, header = header, sep = "\t", stringsAsFactors = F)
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244 if (ncol(myDataFrame) < 2) myDataFrame <- read.table(filename, header = header, sep = ",", stringsAsFactors = F)
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245 if (ncol(myDataFrame) < 2) {
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246 error_message <- "Your tabular file seems not well formatted. The column separators accepted are ; , and tabulation"
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247 print(error_message)
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248 stop(error_message)
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249 }
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250 return(myDataFrame)
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251 }
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252
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253 #@author G. Le Corguille
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254 # Draw the BPI and TIC graphics
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255 # colored by sample names or class names
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256 getPlotChromatogram <- function(chrom, xdata, pdfname = "Chromatogram.pdf", aggregationFun = "max") {
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257
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258 if (aggregationFun == "sum")
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259 type <- "Total Ion Chromatograms"
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260 else
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261 type <- "Base Peak Intensity Chromatograms"
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262
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263 adjusted <- "Raw"
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264 if (hasAdjustedRtime(xdata))
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265 adjusted <- "Adjusted"
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266
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267 main <- paste(type, ":", adjusted, "data")
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268
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269 pdf(pdfname, width = 16, height = 10)
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270
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271 # Color by group
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272 if (length(unique(xdata$sample_group)) < 10) {
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273 group_colors <- brewer.pal(length(unique(xdata$sample_group)), "Set1")
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274 }else{
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275 group_colors <- hcl.colors(length(unique(xdata$sample_group)), palette = "Dark 3")
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276 }
0
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277 if (length(group_colors) > 1) {
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278 names(group_colors) <- unique(xdata$sample_group)
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279 plot(chrom, col = group_colors[chrom$sample_group], main = main, peakType = "none")
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280 legend("topright", legend = names(group_colors), col = group_colors, cex = 0.8, lty = 1)
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281 }
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282
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283 # Color by sample
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284 plot(chrom, col = rainbow(length(xdata@phenoData@data$sample_name)), main = main, peakType = "none")
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285 legend("topright", legend = xdata@phenoData@data$sample_name, col = rainbow(length(xdata@phenoData@data$sample_name)), cex = 0.8, lty = 1)
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286
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287 dev.off()
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288 }
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289
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290
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291 # Get the polarities from all the samples of a condition
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292 #@author Misharl Monsoor misharl.monsoor@sb-roscoff.fr ABiMS TEAM
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293 #@author Gildas Le Corguille lecorguille@sb-roscoff.fr ABiMS TEAM
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294 getSampleMetadata <- function(xdata = NULL, sampleMetadataOutput = "sampleMetadata.tsv") {
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295 cat("Creating the sampleMetadata file...\n")
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296
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297 #Create the sampleMetada dataframe
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298 sampleMetadata <- xdata@phenoData@data
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299 rownames(sampleMetadata) <- NULL
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300 colnames(sampleMetadata) <- c("sample_name", "class")
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301
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302 sampleNamesOrigin <- sampleMetadata$sample_name
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303 sampleNamesMakeNames <- make.names(sampleNamesOrigin)
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304
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305 if (any(duplicated(sampleNamesMakeNames))) {
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306 write("\n\nERROR: Usually, R has trouble to deal with special characters in its column names, so it rename them using make.names().\nIn your case, at least two columns after the renaming obtain the same name, thus XCMS will collapse those columns per name.", stderr())
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307 for (sampleName in sampleNamesOrigin) {
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308 write(paste(sampleName, "\t->\t", make.names(sampleName)), stderr())
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309 }
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310 stop("\n\nERROR: One or more of your files will not be import by xcmsSet. It may due to bad characters in their filenames.")
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311 }
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312
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313 if (!all(sampleNamesOrigin == sampleNamesMakeNames)) {
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314 cat("\n\nWARNING: Usually, R has trouble to deal with special characters in its column names, so it rename them using make.names()\nIn your case, one or more sample names will be renamed in the sampleMetadata and dataMatrix files:\n")
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315 for (sampleName in sampleNamesOrigin) {
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316 cat(paste(sampleName, "\t->\t", make.names(sampleName), "\n"))
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317 }
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318 }
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319
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320 sampleMetadata$sample_name <- sampleNamesMakeNames
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321
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322
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323 #For each sample file, the following actions are done
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324 for (fileIdx in seq_len(length(fileNames(xdata)))) {
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325 #Check if the file is in the CDF format
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326 if (!mzR:::netCDFIsFile(fileNames(xdata))) {
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327
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328 # If the column isn't exist, with add one filled with NA
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329 if (is.null(sampleMetadata$polarity)) sampleMetadata$polarity <- NA
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330
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331 #Extract the polarity (a list of polarities)
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332 polarity <- fData(xdata)[fData(xdata)$fileIdx == fileIdx, "polarity"]
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333 #Verify if all the scans have the same polarity
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334 uniq_list <- unique(polarity)
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335 if (length(uniq_list) > 1) {
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336 polarity <- "mixed"
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337 } else {
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338 polarity <- as.character(uniq_list)
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339 }
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340
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341 #Set the polarity attribute
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342 sampleMetadata$polarity[fileIdx] <- polarity
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343 }
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344
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345 }
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346
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347 write.table(sampleMetadata, sep = "\t", quote = FALSE, row.names = FALSE, file = sampleMetadataOutput)
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348
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349 return(list("sampleNamesOrigin" = sampleNamesOrigin, "sampleNamesMakeNames" = sampleNamesMakeNames))
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350
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351 }
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352
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353
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354 # This function will compute MD5 checksum to check the data integrity
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355 #@author Gildas Le Corguille lecorguille@sb-roscoff.fr
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356 getMd5sum <- function(files) {
0
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357 cat("Compute md5 checksum...\n")
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358 library(tools)
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359 return(as.matrix(md5sum(files)))
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360 }
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361
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362 # This function retrieve the raw file in the working directory
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363 # - if zipfile: unzip the file with its directory tree
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364 # - if singlefiles: set symlink with the good filename
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365 #@author Gildas Le Corguille lecorguille@sb-roscoff.fr
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366 retrieveRawfileInTheWorkingDir <- function(singlefile, zipfile, args, prefix = "") {
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367
13
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workflow4metabolomics
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diff changeset
368 if (!(prefix %in% c("", "Positive", "Negative", "MS1", "MS2"))) stop("prefix must be either '', 'Positive', 'Negative', 'MS1' or 'MS2'")
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workflow4metabolomics
parents: 8
diff changeset
369
dbd877060ac3 "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f1caf2a3bf23cf319a75dd12c86402555dd02617"
workflow4metabolomics
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diff changeset
370 # single - if the file are passed in the command arguments -> refresh singlefile
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workflow4metabolomics
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diff changeset
371 if (!is.null(args[[paste0("singlefile_galaxyPath", prefix)]])) {
024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
workflow4metabolomics
parents: 12
diff changeset
372 singlefile_galaxyPaths <- unlist(strsplit(args[[paste0("singlefile_galaxyPath", prefix)]], "\\|"))
024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
workflow4metabolomics
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diff changeset
373 singlefile_sampleNames <- unlist(strsplit(args[[paste0("singlefile_sampleName", prefix)]], "\\|"))
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dbd877060ac3 "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f1caf2a3bf23cf319a75dd12c86402555dd02617"
workflow4metabolomics
parents: 8
diff changeset
374
dbd877060ac3 "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f1caf2a3bf23cf319a75dd12c86402555dd02617"
workflow4metabolomics
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diff changeset
375 singlefile <- NULL
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024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
workflow4metabolomics
parents: 12
diff changeset
376 for (singlefile_galaxyPath_i in seq_len(length(singlefile_galaxyPaths))) {
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dbd877060ac3 "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f1caf2a3bf23cf319a75dd12c86402555dd02617"
workflow4metabolomics
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diff changeset
377 singlefile_galaxyPath <- singlefile_galaxyPaths[singlefile_galaxyPath_i]
dbd877060ac3 "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f1caf2a3bf23cf319a75dd12c86402555dd02617"
workflow4metabolomics
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diff changeset
378 singlefile_sampleName <- singlefile_sampleNames[singlefile_galaxyPath_i]
dbd877060ac3 "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f1caf2a3bf23cf319a75dd12c86402555dd02617"
workflow4metabolomics
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diff changeset
379 # In case, an url is used to import data within Galaxy
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024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
workflow4metabolomics
parents: 12
diff changeset
380 singlefile_sampleName <- tail(unlist(strsplit(singlefile_sampleName, "/")), n = 1)
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dbd877060ac3 "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f1caf2a3bf23cf319a75dd12c86402555dd02617"
workflow4metabolomics
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diff changeset
381 singlefile[[singlefile_sampleName]] <- singlefile_galaxyPath
dbd877060ac3 "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f1caf2a3bf23cf319a75dd12c86402555dd02617"
workflow4metabolomics
parents: 8
diff changeset
382 }
dbd877060ac3 "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f1caf2a3bf23cf319a75dd12c86402555dd02617"
workflow4metabolomics
parents: 8
diff changeset
383 }
dbd877060ac3 "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f1caf2a3bf23cf319a75dd12c86402555dd02617"
workflow4metabolomics
parents: 8
diff changeset
384 # zipfile - if the file are passed in the command arguments -> refresh zipfile
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024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
workflow4metabolomics
parents: 12
diff changeset
385 if (!is.null(args[[paste0("zipfile", prefix)]]))
024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
workflow4metabolomics
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diff changeset
386 zipfile <- args[[paste0("zipfile", prefix)]]
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dbd877060ac3 "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f1caf2a3bf23cf319a75dd12c86402555dd02617"
workflow4metabolomics
parents: 8
diff changeset
387
dbd877060ac3 "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f1caf2a3bf23cf319a75dd12c86402555dd02617"
workflow4metabolomics
parents: 8
diff changeset
388 # single
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workflow4metabolomics
parents: 12
diff changeset
389 if (!is.null(singlefile) && (length("singlefile") > 0)) {
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dbd877060ac3 "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f1caf2a3bf23cf319a75dd12c86402555dd02617"
workflow4metabolomics
parents: 8
diff changeset
390 files <- vector()
0
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
391 for (singlefile_sampleName in names(singlefile)) {
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
392 singlefile_galaxyPath <- singlefile[[singlefile_sampleName]]
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024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
workflow4metabolomics
parents: 12
diff changeset
393 if (!file.exists(singlefile_galaxyPath)) {
024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
workflow4metabolomics
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diff changeset
394 error_message <- paste("Cannot access the sample:", singlefile_sampleName, "located:", singlefile_galaxyPath, ". Please, contact your administrator ... if you have one!")
0
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
395 print(error_message); stop(error_message)
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
396 }
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
397
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024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
workflow4metabolomics
parents: 12
diff changeset
398 if (!suppressWarnings(try(file.link(singlefile_galaxyPath, singlefile_sampleName), silent = T)))
0
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
399 file.copy(singlefile_galaxyPath, singlefile_sampleName)
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workflow4metabolomics
parents: 8
diff changeset
400 files <- c(files, singlefile_sampleName)
0
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
401 }
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
402 }
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dbd877060ac3 "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f1caf2a3bf23cf319a75dd12c86402555dd02617"
workflow4metabolomics
parents: 8
diff changeset
403 # zipfile
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workflow4metabolomics
parents: 12
diff changeset
404 if (!is.null(zipfile) && (zipfile != "")) {
024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
workflow4metabolomics
parents: 12
diff changeset
405 if (!file.exists(zipfile)) {
024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
workflow4metabolomics
parents: 12
diff changeset
406 error_message <- paste("Cannot access the Zip file:", zipfile, ". Please, contact your administrator ... if you have one!")
0
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
407 print(error_message)
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
408 stop(error_message)
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
409 }
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024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
workflow4metabolomics
parents: 12
diff changeset
410 suppressWarnings(unzip(zipfile, unzip = "unzip"))
0
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
411
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
412 #get the directory name
13
024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
workflow4metabolomics
parents: 12
diff changeset
413 suppressWarnings(filesInZip <- unzip(zipfile, list = T))
024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
workflow4metabolomics
parents: 12
diff changeset
414 directories <- unique(unlist(lapply(strsplit(filesInZip$Name, "/"), function(x) x[1])))
0
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
415 directories <- directories[!(directories %in% c("__MACOSX")) & file.info(directories)$isdir]
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
416 directory <- "."
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
417 if (length(directories) == 1) directory <- directories
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
418
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workflow4metabolomics
parents: 12
diff changeset
419 cat("files_root_directory\t", directory, "\n")
0
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
420
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workflow4metabolomics
parents: 12
diff changeset
421 filepattern <- c("[Cc][Dd][Ff]", "[Nn][Cc]", "([Mm][Zz])?[Xx][Mm][Ll]", "[Mm][Zz][Dd][Aa][Tt][Aa]", "[Mm][Zz][Mm][Ll]")
024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
workflow4metabolomics
parents: 12
diff changeset
422 filepattern <- paste(paste("\\.", filepattern, "$", sep = ""), collapse = "|")
10
dbd877060ac3 "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f1caf2a3bf23cf319a75dd12c86402555dd02617"
workflow4metabolomics
parents: 8
diff changeset
423 info <- file.info(directory)
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024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
workflow4metabolomics
parents: 12
diff changeset
424 listed <- list.files(directory[info$isdir], pattern = filepattern, recursive = TRUE, full.names = TRUE)
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dbd877060ac3 "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f1caf2a3bf23cf319a75dd12c86402555dd02617"
workflow4metabolomics
parents: 8
diff changeset
425 files <- c(directory[!info$isdir], listed)
dbd877060ac3 "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f1caf2a3bf23cf319a75dd12c86402555dd02617"
workflow4metabolomics
parents: 8
diff changeset
426 exists <- file.exists(files)
dbd877060ac3 "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f1caf2a3bf23cf319a75dd12c86402555dd02617"
workflow4metabolomics
parents: 8
diff changeset
427 files <- files[exists]
dbd877060ac3 "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f1caf2a3bf23cf319a75dd12c86402555dd02617"
workflow4metabolomics
parents: 8
diff changeset
428
0
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
429 }
13
024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
workflow4metabolomics
parents: 12
diff changeset
430 return(list(zipfile = zipfile, singlefile = singlefile, files = files))
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dbd877060ac3 "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f1caf2a3bf23cf319a75dd12c86402555dd02617"
workflow4metabolomics
parents: 8
diff changeset
431
0
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
432 }
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
433
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
434
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
435 # This function retrieve a xset like object
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
436 #@author Gildas Le Corguille lecorguille@sb-roscoff.fr
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
437 getxcmsSetObject <- function(xobject) {
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
438 # XCMS 1.x
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
439 if (class(xobject) == "xcmsSet")
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024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
workflow4metabolomics
parents: 12
diff changeset
440 return(xobject)
0
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
441 # XCMS 3.x
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
442 if (class(xobject) == "XCMSnExp") {
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
443 # Get the legacy xcmsSet object
13
024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
workflow4metabolomics
parents: 12
diff changeset
444 suppressWarnings(xset <- as(xobject, "xcmsSet"))
0
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
445 if (!is.null(xset@phenoData$sample_group))
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
446 sampclass(xset) <- xset@phenoData$sample_group
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
447 else
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
448 sampclass(xset) <- "."
13
024974037c4e "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit dcc90f9cf76e6980c0a7d9698c89fab826e7adae"
workflow4metabolomics
parents: 12
diff changeset
449 return(xset)
0
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
450 }
c749bfd3410e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
diff changeset
451 }