Mercurial > repos > lecorguille > xcms_retcor

annotate lib.r @ 42:feb216e6aef7 draft

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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f0d42bca2f34c58c04b55e5990058d479c0ae639
author lecorguille
date Fri, 08 Feb 2019 10:01:19 -0500
parents 830e7a6fff0e
children 221a8c6de94a
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4d6f4cd7c3ef planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
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1 #@authors ABiMS TEAM, Y. Guitton
4d6f4cd7c3ef planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
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2 # lib.r for Galaxy Workflow4Metabolomics xcms tools
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4d6f4cd7c3ef planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
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4 #@author G. Le Corguille
4d6f4cd7c3ef planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
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5 # solve an issue with batch if arguments are logical TRUE/FALSE
4d6f4cd7c3ef planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
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6 parseCommandArgs <- function(...) {
4d6f4cd7c3ef planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
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7 args <- batch::parseCommandArgs(...)
4d6f4cd7c3ef planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
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8 for (key in names(args)) {
4d6f4cd7c3ef planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
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9 if (args[key] %in% c("TRUE","FALSE"))
4d6f4cd7c3ef planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
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10 args[key] = as.logical(args[key])
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11 }
4d6f4cd7c3ef planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
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12 return(args)
4d6f4cd7c3ef planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
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13 }
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c04568596f40 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 08e7f269a5c59687a7768be8db5fcb4e4d736093
lecorguille
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15 #@author G. Le Corguille
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16 # This function will
4d6f4cd7c3ef planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
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17 # - load the packages
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18 # - display the sessionInfo
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19 loadAndDisplayPackages <- function(pkgs) {
4d6f4cd7c3ef planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
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20 for(pkg in pkgs) suppressPackageStartupMessages( stopifnot( library(pkg, quietly=TRUE, logical.return=TRUE, character.only=TRUE)))
4d6f4cd7c3ef planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
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lecorguille
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22 sessioninfo = sessionInfo()
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23 cat(sessioninfo$R.version$version.string,"\n")
4d6f4cd7c3ef planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
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24 cat("Main packages:\n")
4d6f4cd7c3ef planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
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25 for (pkg in names(sessioninfo$otherPkgs)) { cat(paste(pkg,packageVersion(pkg)),"\t") }; cat("\n")
4d6f4cd7c3ef planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
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26 cat("Other loaded packages:\n")
4d6f4cd7c3ef planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
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27 for (pkg in names(sessioninfo$loadedOnly)) { cat(paste(pkg,packageVersion(pkg)),"\t") }; cat("\n")
4d6f4cd7c3ef planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
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28 }
4d6f4cd7c3ef planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
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30 #@author G. Le Corguille
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31 # This function merge several chromBPI or chromTIC into one.
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32 mergeChrom <- function(chrom_merged, chrom) {
35a20d7c9f33 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
lecorguille
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33 if (is.null(chrom_merged)) return(NULL)
35a20d7c9f33 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
lecorguille
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34 chrom_merged@.Data <- cbind(chrom_merged@.Data, chrom@.Data)
35a20d7c9f33 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
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35 return(chrom_merged)
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36 }
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38 #@author G. Le Corguille
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lecorguille
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39 # This function merge several xdata into one.
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40 mergeXData <- function(args) {
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41 chromTIC <- NULL
35a20d7c9f33 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
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42 chromBPI <- NULL
35a20d7c9f33 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
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43 chromTIC_adjusted <- NULL
35a20d7c9f33 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
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44 chromBPI_adjusted <- NULL
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45 for(image in args$images) {
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47 load(image)
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48 # Handle infiles
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49 if (!exists("singlefile")) singlefile <- NULL
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50 if (!exists("zipfile")) zipfile <- NULL
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51 rawFilePath <- getRawfilePathFromArguments(singlefile, zipfile, args)
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52 zipfile <- rawFilePath$zipfile
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53 singlefile <- rawFilePath$singlefile
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54 retrieveRawfileInTheWorkingDirectory(singlefile, zipfile)
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56 if (exists("raw_data")) xdata <- raw_data
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57 if (!exists("xdata")) stop("\n\nERROR: The RData doesn't contain any object called 'xdata'. This RData should have been created by an old version of XMCS 2.*")
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59 cat(sampleNamesList$sampleNamesOrigin,"\n")
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61 if (!exists("xdata_merged")) {
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62 xdata_merged <- xdata
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63 singlefile_merged <- singlefile
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64 md5sumList_merged <- md5sumList
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65 sampleNamesList_merged <- sampleNamesList
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lecorguille
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66 chromTIC_merged <- chromTIC
2b0a4c7a4a48 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 5e066c50d2e4ac6d5796b53331cbd3198ab8c4f9-dirty
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67 chromBPI_merged <- chromBPI
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68 chromTIC_adjusted_merged <- chromTIC_adjusted
35a20d7c9f33 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
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69 chromBPI_adjusted_merged <- chromBPI_adjusted
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70 } else {
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71 if (is(xdata, "XCMSnExp")) xdata_merged <- c(xdata_merged,xdata)
9714270678a7 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
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72 else if (is(xdata, "OnDiskMSnExp")) xdata_merged <- .concatenate_OnDiskMSnExp(xdata_merged,xdata)
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73 else stop("\n\nERROR: The RData either a OnDiskMSnExp object called raw_data or a XCMSnExp object called xdata")
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74
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75 singlefile_merged <- c(singlefile_merged,singlefile)
9714270678a7 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
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76 md5sumList_merged$origin <- rbind(md5sumList_merged$origin,md5sumList$origin)
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lecorguille
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77 sampleNamesList_merged$sampleNamesOrigin <- c(sampleNamesList_merged$sampleNamesOrigin,sampleNamesList$sampleNamesOrigin)
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78 sampleNamesList_merged$sampleNamesMakeNames <- c(sampleNamesList_merged$sampleNamesMakeNames,sampleNamesList$sampleNamesMakeNames)
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79 chromTIC_merged <- mergeChrom(chromTIC_merged, chromTIC)
35a20d7c9f33 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
lecorguille
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80 chromBPI_merged <- mergeChrom(chromBPI_merged, chromBPI)
35a20d7c9f33 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
lecorguille
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81 chromTIC_adjusted_merged <- mergeChrom(chromTIC_adjusted_merged, chromTIC_adjusted)
35a20d7c9f33 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
lecorguille
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82 chromBPI_adjusted_merged <- mergeChrom(chromBPI_adjusted_merged, chromBPI_adjusted)
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83 }
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84 }
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85 rm(image)
9714270678a7 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
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86 xdata <- xdata_merged; rm(xdata_merged)
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87 singlefile <- singlefile_merged; rm(singlefile_merged)
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lecorguille
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88 md5sumList <- md5sumList_merged; rm(md5sumList_merged)
9714270678a7 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
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89 sampleNamesList <- sampleNamesList_merged; rm(sampleNamesList_merged)
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90
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91 if (!is.null(args$sampleMetadata)) {
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92 cat("\tXSET PHENODATA SETTING...\n")
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93 sampleMetadataFile <- args$sampleMetadata
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94 sampleMetadata <- getDataFrameFromFile(sampleMetadataFile, header=F)
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95 xdata@phenoData@data$sample_group=sampleMetadata$V2[match(xdata@phenoData@data$sample_name,sampleMetadata$V1)]
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96
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97 if (any(is.na(pData(xdata)$sample_group))) {
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98 sample_missing <- pData(xdata)$sample_name[is.na(pData(xdata)$sample_group)]
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99 error_message <- paste("Those samples are missing in your sampleMetadata:", paste(sample_missing, collapse=" "))
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100 print(error_message)
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101 stop(error_message)
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102 }
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103 }
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104
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105 if (!is.null(chromTIC_merged)) { chromTIC <- chromTIC_merged; chromTIC@phenoData <- xdata@phenoData }
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106 if (!is.null(chromBPI_merged)) { chromBPI <- chromBPI_merged; chromBPI@phenoData <- xdata@phenoData }
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107 if (!is.null(chromTIC_adjusted_merged)) { chromTIC_adjusted <- chromTIC_adjusted_merged; chromTIC_adjusted@phenoData <- xdata@phenoData }
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108 if (!is.null(chromBPI_adjusted_merged)) { chromBPI_adjusted <- chromBPI_adjusted_merged; chromBPI_adjusted@phenoData <- xdata@phenoData }
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109
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110 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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111 }
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112
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113 #@author G. Le Corguille
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114 # This function convert if it is required the Retention Time in minutes
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115 RTSecondToMinute <- function(variableMetadata, convertRTMinute) {
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116 if (convertRTMinute){
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117 #converting the retention times (seconds) into minutes
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118 print("converting the retention times into minutes in the variableMetadata")
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119 variableMetadata[,"rt"] <- variableMetadata[,"rt"]/60
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120 variableMetadata[,"rtmin"] <- variableMetadata[,"rtmin"]/60
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121 variableMetadata[,"rtmax"] <- variableMetadata[,"rtmax"]/60
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122 }
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123 return (variableMetadata)
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124 }
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125
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126 #@author G. Le Corguille
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127 # This function format ions identifiers
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128 formatIonIdentifiers <- function(variableMetadata, numDigitsRT=0, numDigitsMZ=0) {
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129 splitDeco <- strsplit(as.character(variableMetadata$name),"_")
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130 idsDeco <- sapply(splitDeco, function(x) { deco=unlist(x)[2]; if (is.na(deco)) return ("") else return(paste0("_",deco)) })
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131 namecustom <- make.unique(paste0("M",round(variableMetadata[,"mz"],numDigitsMZ),"T",round(variableMetadata[,"rt"],numDigitsRT),idsDeco))
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132 variableMetadata <- cbind(name=variableMetadata$name, namecustom=namecustom, variableMetadata[,!(colnames(variableMetadata) %in% c("name"))])
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133 return(variableMetadata)
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134 }
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135
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136 #@author G. Le Corguille
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137 # This function convert the remain NA to 0 in the dataMatrix
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138 naTOzeroDataMatrix <- function(dataMatrix, naTOzero) {
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139 if (naTOzero){
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140 dataMatrix[is.na(dataMatrix)] <- 0
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141 }
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142 return (dataMatrix)
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143 }
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144
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145 #@author G. Le Corguille
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146 # Draw the plotChromPeakDensity 3 per page in a pdf file
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147 getPlotChromPeakDensity <- function(xdata, param = NULL, mzdigit=4) {
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148 pdf(file="plotChromPeakDensity.pdf", width=16, height=12)
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149
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150 par(mfrow = c(3, 1), mar = c(4, 4, 1, 0.5))
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151
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152 group_colors <- brewer.pal(3, "Set1")[1:length(unique(xdata$sample_group))]
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153 names(group_colors) <- unique(xdata$sample_group)
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154
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155 xlim <- c(min(featureDefinitions(xdata)$rtmin), max(featureDefinitions(xdata)$rtmax))
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156 for (i in 1:nrow(featureDefinitions(xdata))) {
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157 mzmin = featureDefinitions(xdata)[i,]$mzmin
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158 mzmax = featureDefinitions(xdata)[i,]$mzmax
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159 plotChromPeakDensity(xdata, param = param, mz=c(mzmin,mzmax), col=group_colors, pch=16, xlim=xlim, main=paste(round(mzmin,mzdigit),round(mzmax,mzdigit)))
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160 legend("topright", legend=names(group_colors), col=group_colors, cex=0.8, lty=1)
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161 }
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162
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163 dev.off()
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164 }
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165
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166 #@author G. Le Corguille
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167 # Draw the plotChromPeakDensity 3 per page in a pdf file
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168 getPlotAdjustedRtime <- function(xdata) {
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169
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170 pdf(file="raw_vs_adjusted_rt.pdf", width=16, height=12)
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171
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172 # Color by group
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173 group_colors <- brewer.pal(3, "Set1")[1:length(unique(xdata$sample_group))]
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174 if (length(group_colors) > 1) {
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175 names(group_colors) <- unique(xdata$sample_group)
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176 plotAdjustedRtime(xdata, col = group_colors[xdata$sample_group])
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177 legend("topright", legend=names(group_colors), col=group_colors, cex=0.8, lty=1)
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178 }
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179
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180 # Color by sample
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181 plotAdjustedRtime(xdata, col = rainbow(length(xdata@phenoData@data$sample_name)))
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182 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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183
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184 dev.off()
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185 }
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186
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187 #@author G. Le Corguille
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188 # value: intensity values to be used into, maxo or intb
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189 getPeaklistW4M <- function(xdata, intval="into", convertRTMinute=F, numDigitsMZ=4, numDigitsRT=0, naTOzero=T, variableMetadataOutput, dataMatrixOutput, sampleNamesList) {
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190 dataMatrix <- featureValues(xdata, method="medret", value=intval)
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191 colnames(dataMatrix) <- make.names(tools::file_path_sans_ext(colnames(dataMatrix)))
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192 dataMatrix = cbind(name=groupnames(xdata), dataMatrix)
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193 variableMetadata <- featureDefinitions(xdata)
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194 colnames(variableMetadata)[1] = "mz"; colnames(variableMetadata)[4] = "rt"
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195 variableMetadata = data.frame(name=groupnames(xdata), variableMetadata)
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196
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197 variableMetadata <- RTSecondToMinute(variableMetadata, convertRTMinute)
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198 variableMetadata <- formatIonIdentifiers(variableMetadata, numDigitsRT=numDigitsRT, numDigitsMZ=numDigitsMZ)
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199 dataMatrix <- naTOzeroDataMatrix(dataMatrix, naTOzero)
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200
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201 # FIX: issue when the vector at peakidx is too long and is written in a new line during the export
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202 variableMetadata[,"peakidx"] <- vapply(variableMetadata[,"peakidx"], FUN = paste, FUN.VALUE = character(1), collapse = ",")
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203
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204 write.table(variableMetadata, file=variableMetadataOutput,sep="\t",quote=F,row.names=F)
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205 write.table(dataMatrix, file=dataMatrixOutput,sep="\t",quote=F,row.names=F)
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206
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207 }
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208
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209 #@author G. Le Corguille
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210 # It allow different of field separators
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211 getDataFrameFromFile <- function(filename, header=T) {
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212 myDataFrame <- read.table(filename, header=header, sep=";", stringsAsFactors=F)
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213 if (ncol(myDataFrame) < 2) myDataFrame <- read.table(filename, header=header, sep="\t", stringsAsFactors=F)
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214 if (ncol(myDataFrame) < 2) myDataFrame <- read.table(filename, header=header, sep=",", stringsAsFactors=F)
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215 if (ncol(myDataFrame) < 2) {
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216 error_message="Your tabular file seems not well formatted. The column separators accepted are ; , and tabulation"
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217 print(error_message)
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218 stop(error_message)
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219 }
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220 return(myDataFrame)
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221 }
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222
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223 #@author G. Le Corguille
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224 # Draw the BPI and TIC graphics
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225 # colored by sample names or class names
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226 getPlotChromatogram <- function(chrom, xdata, pdfname="Chromatogram.pdf", aggregationFun = "max") {
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227
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228 if (aggregationFun == "sum")
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229 type="Total Ion Chromatograms"
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230 else
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231 type="Base Peak Intensity Chromatograms"
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232
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233 adjusted="Raw"
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234 if (hasAdjustedRtime(xdata))
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235 adjusted="Adjusted"
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236
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237 main <- paste(type,":",adjusted,"data")
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238
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239 pdf(pdfname, width=16, height=10)
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240
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241 # Color by group
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242 group_colors <- brewer.pal(3, "Set1")[1:length(unique(xdata$sample_group))]
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243 if (length(group_colors) > 1) {
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244 names(group_colors) <- unique(xdata$sample_group)
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245 plot(chrom, col = group_colors[chrom$sample_group], main=main)
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246 legend("topright", legend=names(group_colors), col=group_colors, cex=0.8, lty=1)
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247 }
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248
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249 # Color by sample
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250 plot(chrom, col = rainbow(length(xdata@phenoData@data$sample_name)), main=main)
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251 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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252
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253 dev.off()
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254 }
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255
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256
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257 # Get the polarities from all the samples of a condition
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258 #@author Misharl Monsoor misharl.monsoor@sb-roscoff.fr ABiMS TEAM
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259 #@author Gildas Le Corguille lecorguille@sb-roscoff.fr ABiMS TEAM
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260 getSampleMetadata <- function(xdata=NULL, sampleMetadataOutput="sampleMetadata.tsv") {
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261 cat("Creating the sampleMetadata file...\n")
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262
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263 #Create the sampleMetada dataframe
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264 sampleMetadata <- xdata@phenoData@data
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265 rownames(sampleMetadata) <- NULL
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266 colnames(sampleMetadata) <- c("sample_name", "class")
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267
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268 sampleNamesOrigin <- sampleMetadata$sample_name
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269 sampleNamesMakeNames <- make.names(sampleNamesOrigin)
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270
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271 if (any(duplicated(sampleNamesMakeNames))) {
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272 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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273 for (sampleName in sampleNamesOrigin) {
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274 write(paste(sampleName,"\t->\t",make.names(sampleName)),stderr())
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275 }
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276 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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277 }
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278
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279 if (!all(sampleNamesOrigin == sampleNamesMakeNames)) {
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280 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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281 for (sampleName in sampleNamesOrigin) {
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282 cat(paste(sampleName,"\t->\t",make.names(sampleName),"\n"))
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283 }
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284 }
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285
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286 sampleMetadata$sample_name <- sampleNamesMakeNames
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287
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288
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289 #For each sample file, the following actions are done
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290 for (fileIdx in 1:length(fileNames(xdata))) {
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291 #Check if the file is in the CDF format
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292 if (!mzR:::netCDFIsFile(fileNames(xdata))) {
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293
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294 # If the column isn't exist, with add one filled with NA
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295 if (is.null(sampleMetadata$polarity)) sampleMetadata$polarity <- NA
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296
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297 #Extract the polarity (a list of polarities)
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298 polarity <- fData(xdata)[fData(xdata)$fileIdx == fileIdx,"polarity"]
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299 #Verify if all the scans have the same polarity
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300 uniq_list <- unique(polarity)
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301 if (length(uniq_list)>1){
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302 polarity <- "mixed"
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303 } else {
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304 polarity <- as.character(uniq_list)
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305 }
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306
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307 #Set the polarity attribute
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308 sampleMetadata$polarity[fileIdx] <- polarity
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309 }
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310
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311 }
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312
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313 write.table(sampleMetadata, sep="\t", quote=FALSE, row.names=FALSE, file=sampleMetadataOutput)
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314
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315 return(list("sampleNamesOrigin"=sampleNamesOrigin, "sampleNamesMakeNames"=sampleNamesMakeNames))
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316
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317 }
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318
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319
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320 # This function check if xcms will found all the files
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321 #@author Gildas Le Corguille lecorguille@sb-roscoff.fr ABiMS TEAM
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322 checkFilesCompatibilityWithXcms <- function(directory) {
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323 cat("Checking files filenames compatibilities with xmcs...\n")
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324 # WHAT XCMS WILL FIND
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325 filepattern <- c("[Cc][Dd][Ff]", "[Nn][Cc]", "([Mm][Zz])?[Xx][Mm][Ll]","[Mm][Zz][Dd][Aa][Tt][Aa]", "[Mm][Zz][Mm][Ll]")
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326 filepattern <- paste(paste("\\.", filepattern, "$", sep=""),collapse="|")
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327 info <- file.info(directory)
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328 listed <- list.files(directory[info$isdir], pattern=filepattern, recursive=TRUE, full.names=TRUE)
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329 files <- c(directory[!info$isdir], listed)
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330 files_abs <- file.path(getwd(), files)
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331 exists <- file.exists(files_abs)
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332 files[exists] <- files_abs[exists]
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333 files[exists] <- sub("//","/",files[exists])
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334
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335 # WHAT IS ON THE FILESYSTEM
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336 filesystem_filepaths <- system(paste0("find \"$PWD/",directory,"\" -not -name '\\.*' -not -path '*conda-env*' -type f -name \"*\""), intern=T)
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337 filesystem_filepaths <- filesystem_filepaths[grep(filepattern, filesystem_filepaths, perl=T)]
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338
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339 # COMPARISON
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340 if (!is.na(table(filesystem_filepaths %in% files)["FALSE"])) {
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341 write("\n\nERROR: List of the files which will not be imported by xcmsSet",stderr())
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342 write(filesystem_filepaths[!(filesystem_filepaths %in% files)],stderr())
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343 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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344 }
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345 }
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346
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347
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348 #This function list the compatible files within the directory as xcms did
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349 #@author Gildas Le Corguille lecorguille@sb-roscoff.fr ABiMS TEAM
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350 getMSFiles <- function (directory) {
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351 filepattern <- c("[Cc][Dd][Ff]", "[Nn][Cc]", "([Mm][Zz])?[Xx][Mm][Ll]","[Mm][Zz][Dd][Aa][Tt][Aa]", "[Mm][Zz][Mm][Ll]")
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352 filepattern <- paste(paste("\\.", filepattern, "$", sep=""),collapse="|")
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353 info <- file.info(directory)
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354 listed <- list.files(directory[info$isdir], pattern=filepattern,recursive=TRUE, full.names=TRUE)
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355 files <- c(directory[!info$isdir], listed)
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356 exists <- file.exists(files)
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357 files <- files[exists]
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358 return(files)
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359 }
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360
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361 # This function check if XML contains special caracters. It also checks integrity and completness.
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362 #@author Misharl Monsoor misharl.monsoor@sb-roscoff.fr ABiMS TEAM
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363 checkXmlStructure <- function (directory) {
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364 cat("Checking XML structure...\n")
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365
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366 cmd <- paste0("IFS=$'\n'; for xml in $(find '",directory,"' -not -name '\\.*' -not -path '*conda-env*' -type f -iname '*.*ml*'); do if [ $(xmllint --nonet --noout \"$xml\" 2> /dev/null; echo $?) -gt 0 ]; then echo $xml;fi; done;")
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367 capture <- system(cmd, intern=TRUE)
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368
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369 if (length(capture)>0){
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370 #message=paste("The following mzXML or mzML file is incorrect, please check these files first:",capture)
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371 write("\n\nERROR: The following mzXML or mzML file(s) are incorrect, please check these files first:", stderr())
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372 write(capture, stderr())
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373 stop("ERROR: xcmsSet cannot continue with incorrect mzXML or mzML files")
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374 }
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375
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376 }
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377
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378
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379 # This function check if XML contain special characters
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380 #@author Misharl Monsoor misharl.monsoor@sb-roscoff.fr ABiMS TEAM
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381 deleteXmlBadCharacters<- function (directory) {
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382 cat("Checking Non ASCII characters in the XML...\n")
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383
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384 processed <- F
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385 l <- system( paste0("find '",directory, "' -not -name '\\.*' -not -path '*conda-env*' -type f -iname '*.*ml*'"), intern=TRUE)
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386 for (i in l){
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387 cmd <- paste("LC_ALL=C grep '[^ -~]' \"", i, "\"", sep="")
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388 capture <- suppressWarnings(system(cmd, intern=TRUE))
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389 if (length(capture)>0){
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390 cmd <- paste("perl -i -pe 's/[^[:ascii:]]//g;'",i)
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391 print( paste("WARNING: Non ASCII characters have been removed from the ",i,"file") )
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392 c <- system(cmd, intern=TRUE)
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393 capture <- ""
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394 processed <- T
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395 }
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396 }
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397 if (processed) cat("\n\n")
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398 return(processed)
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399 }
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400
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401
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402 # This function will compute MD5 checksum to check the data integrity
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403 #@author Gildas Le Corguille lecorguille@sb-roscoff.fr
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404 getMd5sum <- function (directory) {
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405 cat("Compute md5 checksum...\n")
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406 # WHAT XCMS WILL FIND
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407 filepattern <- c("[Cc][Dd][Ff]", "[Nn][Cc]", "([Mm][Zz])?[Xx][Mm][Ll]","[Mm][Zz][Dd][Aa][Tt][Aa]", "[Mm][Zz][Mm][Ll]")
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408 filepattern <- paste(paste("\\.", filepattern, "$", sep=""),collapse="|")
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409 info <- file.info(directory)
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410 listed <- list.files(directory[info$isdir], pattern=filepattern, recursive=TRUE, full.names=TRUE)
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411 files <- c(directory[!info$isdir], listed)
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412 exists <- file.exists(files)
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413 files <- files[exists]
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414
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415 library(tools)
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416
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417 #cat("\n\n")
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418
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419 return(as.matrix(md5sum(files)))
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420 }
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421
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422
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423 # This function get the raw file path from the arguments
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424 #@author Gildas Le Corguille lecorguille@sb-roscoff.fr
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425 getRawfilePathFromArguments <- function(singlefile, zipfile, args, prefix="") {
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426 if (!(prefix %in% c("","Positive","Negative","MS1","MS2"))) stop("prefix must be either '', 'Positive', 'Negative', 'MS1' or 'MS2'")
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427
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428 if (!is.null(args[[paste0("zipfile",prefix)]])) zipfile <- args[[paste0("zipfile",prefix)]]
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429
36
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430 if (!is.null(args[[paste0("singlefile_galaxyPath",prefix)]])) {
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431 singlefile_galaxyPaths <- args[[paste0("singlefile_galaxyPath",prefix)]]
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432 singlefile_sampleNames <- args[[paste0("singlefile_sampleName",prefix)]]
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433 }
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434 if (exists("singlefile_galaxyPaths")){
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435 singlefile_galaxyPaths <- unlist(strsplit(singlefile_galaxyPaths,"\\|"))
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436 singlefile_sampleNames <- unlist(strsplit(singlefile_sampleNames,"\\|"))
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437
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438 singlefile <- NULL
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439 for (singlefile_galaxyPath_i in seq(1:length(singlefile_galaxyPaths))) {
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440 singlefile_galaxyPath <- singlefile_galaxyPaths[singlefile_galaxyPath_i]
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441 singlefile_sampleName <- singlefile_sampleNames[singlefile_galaxyPath_i]
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442 # In case, an url is used to import data within Galaxy
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443 singlefile_sampleName <- tail(unlist(strsplit(singlefile_sampleName,"/")), n=1)
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444 singlefile[[singlefile_sampleName]] <- singlefile_galaxyPath
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445 }
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446 }
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447 return(list(zipfile=zipfile, singlefile=singlefile))
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448 }
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449
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450 # This function retrieve the raw file in the working directory
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451 # - if zipfile: unzip the file with its directory tree
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452 # - if singlefiles: set symlink with the good filename
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453 #@author Gildas Le Corguille lecorguille@sb-roscoff.fr
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454 retrieveRawfileInTheWorkingDirectory <- function(singlefile, zipfile) {
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455 if(!is.null(singlefile) && (length("singlefile")>0)) {
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456 for (singlefile_sampleName in names(singlefile)) {
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457 singlefile_galaxyPath <- singlefile[[singlefile_sampleName]]
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458 if(!file.exists(singlefile_galaxyPath)){
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459 error_message <- paste("Cannot access the sample:",singlefile_sampleName,"located:",singlefile_galaxyPath,". Please, contact your administrator ... if you have one!")
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460 print(error_message); stop(error_message)
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461 }
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462
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463 if (!suppressWarnings( try (file.link(singlefile_galaxyPath, singlefile_sampleName), silent=T)))
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464 file.copy(singlefile_galaxyPath, singlefile_sampleName)
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465
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466 }
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467 directory <- "."
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468
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469 }
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470 if(!is.null(zipfile) && (zipfile != "")) {
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471 if(!file.exists(zipfile)){
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472 error_message <- paste("Cannot access the Zip file:",zipfile,". Please, contact your administrator ... if you have one!")
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473 print(error_message)
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474 stop(error_message)
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475 }
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476
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477 #list all file in the zip file
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478 #zip_files <- unzip(zipfile,list=T)[,"Name"]
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479
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480 #unzip
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481 suppressWarnings(unzip(zipfile, unzip="unzip"))
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482
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483 #get the directory name
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484 suppressWarnings(filesInZip <- unzip(zipfile, list=T))
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485 directories <- unique(unlist(lapply(strsplit(filesInZip$Name,"/"), function(x) x[1])))
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486 directories <- directories[!(directories %in% c("__MACOSX")) & file.info(directories)$isdir]
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487 directory <- "."
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488 if (length(directories) == 1) directory <- directories
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489
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490 cat("files_root_directory\t",directory,"\n")
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491
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492 }
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493 return (directory)
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494 }
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495
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496
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497 # This function retrieve a xset like object
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498 #@author Gildas Le Corguille lecorguille@sb-roscoff.fr
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499 getxcmsSetObject <- function(xobject) {
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500 # XCMS 1.x
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501 if (class(xobject) == "xcmsSet")
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502 return (xobject)
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503 # XCMS 3.x
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504 if (class(xobject) == "XCMSnExp") {
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505 # Get the legacy xcmsSet object
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506 suppressWarnings(xset <- as(xobject, 'xcmsSet'))
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507 if (!is.null(xset@phenoData$sample_group))
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508 sampclass(xset) <- xset@phenoData$sample_group
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509 else
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510 sampclass(xset) <- "."
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511 return (xset)
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512 }
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513 }