Mercurial > repos > lecorguille > xcms_group

annotate lib.r @ 44:6f3567245d0c draft

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"planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 0dcc8bcb1e645574c7f81ec1a43f86be38acd065"
author workflow4metabolomics
date Tue, 21 Jul 2020 13:16:30 +0000
parents 053e81c58b11
children 99852755ea5c
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020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
parents: 28
diff changeset
1 #@authors ABiMS TEAM, Y. Guitton
020d065edd9e 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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fef3d1b8e7f4 planemo upload commit a3229faad6949bbca965d1d7e138cb3c0550780e
lecorguille
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3
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020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
parents: 28
diff changeset
4 #@author G. Le Corguille
020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
parents: 28
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5 # solve an issue with batch if arguments are logical TRUE/FALSE
020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
parents: 28
diff changeset
6 parseCommandArgs <- function(...) {
020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
parents: 28
diff changeset
7 args <- batch::parseCommandArgs(...)
020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
parents: 28
diff changeset
8 for (key in names(args)) {
020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
parents: 28
diff changeset
9 if (args[key] %in% c("TRUE","FALSE"))
020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
parents: 28
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10 args[key] = as.logical(args[key])
020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
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11 }
020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
parents: 28
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12 return(args)
020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
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13 }
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fef3d1b8e7f4 planemo upload commit a3229faad6949bbca965d1d7e138cb3c0550780e
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206e5a968dc5 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 08e7f269a5c59687a7768be8db5fcb4e4d736093
lecorguille
parents: 12
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15 #@author G. Le Corguille
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020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
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16 # This function will
020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
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17 # - load the packages
020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
parents: 28
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18 # - display the sessionInfo
020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
parents: 28
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19 loadAndDisplayPackages <- function(pkgs) {
020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
parents: 28
diff changeset
20 for(pkg in pkgs) suppressPackageStartupMessages( stopifnot( library(pkg, quietly=TRUE, logical.return=TRUE, character.only=TRUE)))
020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
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020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
parents: 28
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22 sessioninfo = sessionInfo()
020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
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23 cat(sessioninfo$R.version$version.string,"\n")
020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
parents: 28
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24 cat("Main packages:\n")
020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
parents: 28
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25 for (pkg in names(sessioninfo$otherPkgs)) { cat(paste(pkg,packageVersion(pkg)),"\t") }; cat("\n")
020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
parents: 28
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26 cat("Other loaded packages:\n")
020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
parents: 28
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27 for (pkg in names(sessioninfo$loadedOnly)) { cat(paste(pkg,packageVersion(pkg)),"\t") }; cat("\n")
020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
parents: 28
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28 }
020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
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020d065edd9e planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e384d6dd5f410799ec211f73bca0b5d5d7bc651e
lecorguille
parents: 28
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30 #@author G. Le Corguille
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lecorguille
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31 # This function merge several chromBPI or chromTIC into one.
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aeba79c716b1 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
lecorguille
parents: 34
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32 mergeChrom <- function(chrom_merged, chrom) {
aeba79c716b1 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
lecorguille
parents: 34
diff changeset
33 if (is.null(chrom_merged)) return(NULL)
aeba79c716b1 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
lecorguille
parents: 34
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34 chrom_merged@.Data <- cbind(chrom_merged@.Data, chrom@.Data)
aeba79c716b1 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
lecorguille
parents: 34
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35 return(chrom_merged)
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lecorguille
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36 }
59943e24684b planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 5e066c50d2e4ac6d5796b53331cbd3198ab8c4f9-dirty
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59943e24684b planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 5e066c50d2e4ac6d5796b53331cbd3198ab8c4f9-dirty
lecorguille
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38 #@author G. Le Corguille
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68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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39 # This function merge several xdata into one.
68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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40 mergeXData <- function(args) {
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aeba79c716b1 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
lecorguille
parents: 34
diff changeset
41 chromTIC <- NULL
aeba79c716b1 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
lecorguille
parents: 34
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42 chromBPI <- NULL
aeba79c716b1 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
lecorguille
parents: 34
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43 chromTIC_adjusted <- NULL
aeba79c716b1 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
lecorguille
parents: 34
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44 chromBPI_adjusted <- NULL
42
9a9d91ddbe75 "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f1caf2a3bf23cf319a75dd12c86402555dd02617"
workflow4metabolomics
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45 md5sumList <- NULL
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68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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46 for(image in args$images) {
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aeba79c716b1 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
lecorguille
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68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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48 load(image)
68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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49 # Handle infiles
68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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50 if (!exists("singlefile")) singlefile <- NULL
68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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51 if (!exists("zipfile")) zipfile <- NULL
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9a9d91ddbe75 "planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f1caf2a3bf23cf319a75dd12c86402555dd02617"
workflow4metabolomics
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52 rawFilePath <- retrieveRawfileInTheWorkingDirectory(singlefile, zipfile, args)
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68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
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53 zipfile <- rawFilePath$zipfile
68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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54 singlefile <- rawFilePath$singlefile
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lecorguille
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lecorguille
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56 if (exists("raw_data")) xdata <- raw_data
68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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57 if (!exists("xdata")) stop("\n\nERROR: The RData doesn't contain any object called 'xdata'. This RData should have been created by an old version of XMCS 2.*")
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aeba79c716b1 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
lecorguille
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lecorguille
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59 cat(sampleNamesList$sampleNamesOrigin,"\n")
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aeba79c716b1 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
lecorguille
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60
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68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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61 if (!exists("xdata_merged")) {
68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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62 xdata_merged <- xdata
68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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63 singlefile_merged <- singlefile
68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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64 md5sumList_merged <- md5sumList
68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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65 sampleNamesList_merged <- sampleNamesList
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59943e24684b planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 5e066c50d2e4ac6d5796b53331cbd3198ab8c4f9-dirty
lecorguille
parents: 32
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66 chromTIC_merged <- chromTIC
59943e24684b planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 5e066c50d2e4ac6d5796b53331cbd3198ab8c4f9-dirty
lecorguille
parents: 32
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67 chromBPI_merged <- chromBPI
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aeba79c716b1 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
lecorguille
parents: 34
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68 chromTIC_adjusted_merged <- chromTIC_adjusted
aeba79c716b1 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
lecorguille
parents: 34
diff changeset
69 chromBPI_adjusted_merged <- chromBPI_adjusted
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68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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70 } else {
68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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71 if (is(xdata, "XCMSnExp")) xdata_merged <- c(xdata_merged,xdata)
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a031435293aa planemo upload for repository https://github.com/workflow4metabolomics/xcms commit a5136bfc124956893f4f0c91808d1c0d78c4ea01
lecorguille
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72 else if (is(xdata, "OnDiskMSnExp")) xdata_merged <- xcms:::.concatenate_OnDiskMSnExp(xdata_merged,xdata)
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68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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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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aeba79c716b1 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
lecorguille
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74
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68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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75 singlefile_merged <- c(singlefile_merged,singlefile)
68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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76 md5sumList_merged$origin <- rbind(md5sumList_merged$origin,md5sumList$origin)
68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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77 sampleNamesList_merged$sampleNamesOrigin <- c(sampleNamesList_merged$sampleNamesOrigin,sampleNamesList$sampleNamesOrigin)
68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
diff changeset
78 sampleNamesList_merged$sampleNamesMakeNames <- c(sampleNamesList_merged$sampleNamesMakeNames,sampleNamesList$sampleNamesMakeNames)
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aeba79c716b1 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
lecorguille
parents: 34
diff changeset
79 chromTIC_merged <- mergeChrom(chromTIC_merged, chromTIC)
aeba79c716b1 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
lecorguille
parents: 34
diff changeset
80 chromBPI_merged <- mergeChrom(chromBPI_merged, chromBPI)
aeba79c716b1 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
lecorguille
parents: 34
diff changeset
81 chromTIC_adjusted_merged <- mergeChrom(chromTIC_adjusted_merged, chromTIC_adjusted)
aeba79c716b1 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 088699d00f7e45bebb7da07bebc005c68df058d8
lecorguille
parents: 34
diff changeset
82 chromBPI_adjusted_merged <- mergeChrom(chromBPI_adjusted_merged, chromBPI_adjusted)
32
68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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83 }
68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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84 }
68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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85 rm(image)
68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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86 xdata <- xdata_merged; rm(xdata_merged)
68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
diff changeset
87 singlefile <- singlefile_merged; rm(singlefile_merged)
68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
diff changeset
88 md5sumList <- md5sumList_merged; rm(md5sumList_merged)
68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
diff changeset
89 sampleNamesList <- sampleNamesList_merged; rm(sampleNamesList_merged)
68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
parents: 31
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90
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lecorguille
parents: 31
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91 if (!is.null(args$sampleMetadata)) {
68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
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92 cat("\tXSET PHENODATA SETTING...\n")
68282292acc4 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit f01148783819c37e474790dbd56619862960448a
lecorguille
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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 if(length(unique(xdata$sample_group))<10){
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153 group_colors <- brewer.pal(length(unique(xdata$sample_group)), "Set1")
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154 }else{
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155 group_colors <- hcl.colors(length(unique(xdata$sample_group)), palette="Dark 3")
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156 }
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157 names(group_colors) <- unique(xdata$sample_group)
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158 col_per_samp <- as.character(xdata$sample_group)
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159 for(i in 1:length(group_colors)){col_per_samp[col_per_samp==(names(group_colors)[i])]<-group_colors[i]}
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160
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161 xlim <- c(min(featureDefinitions(xdata)$rtmin), max(featureDefinitions(xdata)$rtmax))
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162 for (i in 1:nrow(featureDefinitions(xdata))) {
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163 mzmin = featureDefinitions(xdata)[i,]$mzmin
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164 mzmax = featureDefinitions(xdata)[i,]$mzmax
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165 plotChromPeakDensity(xdata, param = param, mz=c(mzmin,mzmax), col=col_per_samp, pch=16, xlim=xlim, main=paste(round(mzmin,mzdigit),round(mzmax,mzdigit)))
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166 legend("topright", legend=names(group_colors), col=group_colors, cex=0.8, lty=1)
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167 }
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168
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169 dev.off()
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170 }
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171
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172 #@author G. Le Corguille
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173 # Draw the plotChromPeakDensity 3 per page in a pdf file
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174 getPlotAdjustedRtime <- function(xdata) {
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175
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176 pdf(file="raw_vs_adjusted_rt.pdf", width=16, height=12)
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177
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178 # Color by group
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179 if(length(unique(xdata$sample_group))<10){
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180 group_colors <- brewer.pal(length(unique(xdata$sample_group)), "Set1")
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181 }else{
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182 group_colors <- hcl.colors(length(unique(xdata$sample_group)), palette="Dark 3")
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183 }
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184 if (length(group_colors) > 1) {
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185 names(group_colors) <- unique(xdata$sample_group)
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186 plotAdjustedRtime(xdata, col = group_colors[xdata$sample_group])
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187 legend("topright", legend=names(group_colors), col=group_colors, cex=0.8, lty=1)
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188 }
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189
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190 # Color by sample
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191 plotAdjustedRtime(xdata, col = rainbow(length(xdata@phenoData@data$sample_name)))
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192 legend("topright", legend=xdata@phenoData@data$sample_name, col=rainbow(length(xdata@phenoData@data$sample_name)), cex=0.8, lty=1)
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193
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194 dev.off()
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195 }
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196
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197 #@author G. Le Corguille
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198 # value: intensity values to be used into, maxo or intb
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199 getPeaklistW4M <- function(xdata, intval="into", convertRTMinute=F, numDigitsMZ=4, numDigitsRT=0, naTOzero=T, variableMetadataOutput, dataMatrixOutput, sampleNamesList) {
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200 dataMatrix <- featureValues(xdata, method="medret", value=intval)
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201 colnames(dataMatrix) <- make.names(tools::file_path_sans_ext(colnames(dataMatrix)))
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202 dataMatrix = cbind(name=groupnames(xdata), dataMatrix)
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203 variableMetadata <- featureDefinitions(xdata)
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204 colnames(variableMetadata)[1] = "mz"; colnames(variableMetadata)[4] = "rt"
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205 variableMetadata = data.frame(name=groupnames(xdata), variableMetadata)
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206
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207 variableMetadata <- RTSecondToMinute(variableMetadata, convertRTMinute)
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208 variableMetadata <- formatIonIdentifiers(variableMetadata, numDigitsRT=numDigitsRT, numDigitsMZ=numDigitsMZ)
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eddc995c6df1 planemo upload for repository https://github.com/workflow4metabolomics/xcms commit e131bacd37bfaf2c4132fd214c81db9b8a9df513
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209 dataMatrix <- naTOzeroDataMatrix(dataMatrix, naTOzero)
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210
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211 # FIX: issue when the vector at peakidx is too long and is written in a new line during the export
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212 variableMetadata[,"peakidx"] <- vapply(variableMetadata[,"peakidx"], FUN = paste, FUN.VALUE = character(1), collapse = ",")
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213
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214 write.table(variableMetadata, file=variableMetadataOutput,sep="\t",quote=F,row.names=F)
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215 write.table(dataMatrix, file=dataMatrixOutput,sep="\t",quote=F,row.names=F)
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216
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217 }
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218
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219 #@author G. Le Corguille
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220 # It allow different of field separators
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221 getDataFrameFromFile <- function(filename, header=T) {
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222 myDataFrame <- read.table(filename, header=header, sep=";", stringsAsFactors=F)
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223 if (ncol(myDataFrame) < 2) myDataFrame <- read.table(filename, header=header, sep="\t", stringsAsFactors=F)
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224 if (ncol(myDataFrame) < 2) myDataFrame <- read.table(filename, header=header, sep=",", stringsAsFactors=F)
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225 if (ncol(myDataFrame) < 2) {
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226 error_message="Your tabular file seems not well formatted. The column separators accepted are ; , and tabulation"
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227 print(error_message)
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228 stop(error_message)
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229 }
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230 return(myDataFrame)
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231 }
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232
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233 #@author G. Le Corguille
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234 # Draw the BPI and TIC graphics
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235 # colored by sample names or class names
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236 getPlotChromatogram <- function(chrom, xdata, pdfname="Chromatogram.pdf", aggregationFun = "max") {
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237
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238 if (aggregationFun == "sum")
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239 type="Total Ion Chromatograms"
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240 else
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241 type="Base Peak Intensity Chromatograms"
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242
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243 adjusted="Raw"
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244 if (hasAdjustedRtime(xdata))
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245 adjusted="Adjusted"
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246
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247 main <- paste(type,":",adjusted,"data")
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248
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249 pdf(pdfname, width=16, height=10)
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250
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251 # Color by group
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252 if(length(unique(xdata$sample_group))<10){
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253 group_colors <- brewer.pal(length(unique(xdata$sample_group)), "Set1")
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254 }else{
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255 group_colors <- hcl.colors(length(unique(xdata$sample_group)), palette="Dark 3")
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256 }
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257 if (length(group_colors) > 1) {
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258 names(group_colors) <- unique(xdata$sample_group)
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259 plot(chrom, col = group_colors[as.factor(chrom$sample_group)], main=main, peakType = "none")
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260 legend("topright", legend=names(group_colors), col=group_colors, cex=0.8, lty=1)
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261 }
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262
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263 # Color by sample
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264 plot(chrom, col = rainbow(length(xdata@phenoData@data$sample_name)), main=main, peakType = "none")
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265 legend("topright", legend=xdata@phenoData@data$sample_name, col=rainbow(length(xdata@phenoData@data$sample_name)), cex=0.8, lty=1)
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266
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267 dev.off()
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268 }
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269
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270
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271 # Get the polarities from all the samples of a condition
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272 #@author Misharl Monsoor misharl.monsoor@sb-roscoff.fr ABiMS TEAM
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273 #@author Gildas Le Corguille lecorguille@sb-roscoff.fr ABiMS TEAM
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274 getSampleMetadata <- function(xdata=NULL, sampleMetadataOutput="sampleMetadata.tsv") {
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275 cat("Creating the sampleMetadata file...\n")
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276
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277 #Create the sampleMetada dataframe
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278 sampleMetadata <- xdata@phenoData@data
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279 rownames(sampleMetadata) <- NULL
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280 colnames(sampleMetadata) <- c("sample_name", "class")
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281
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282 sampleNamesOrigin <- sampleMetadata$sample_name
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283 sampleNamesMakeNames <- make.names(sampleNamesOrigin)
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284
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285 if (any(duplicated(sampleNamesMakeNames))) {
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286 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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287 for (sampleName in sampleNamesOrigin) {
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288 write(paste(sampleName,"\t->\t",make.names(sampleName)),stderr())
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289 }
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290 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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291 }
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292
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293 if (!all(sampleNamesOrigin == sampleNamesMakeNames)) {
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294 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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295 for (sampleName in sampleNamesOrigin) {
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296 cat(paste(sampleName,"\t->\t",make.names(sampleName),"\n"))
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297 }
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298 }
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299
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300 sampleMetadata$sample_name <- sampleNamesMakeNames
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301
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302
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303 #For each sample file, the following actions are done
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304 for (fileIdx in 1:length(fileNames(xdata))) {
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305 #Check if the file is in the CDF format
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306 if (!mzR:::netCDFIsFile(fileNames(xdata))) {
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307
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308 # If the column isn't exist, with add one filled with NA
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309 if (is.null(sampleMetadata$polarity)) sampleMetadata$polarity <- NA
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310
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311 #Extract the polarity (a list of polarities)
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312 polarity <- fData(xdata)[fData(xdata)$fileIdx == fileIdx,"polarity"]
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313 #Verify if all the scans have the same polarity
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314 uniq_list <- unique(polarity)
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315 if (length(uniq_list)>1){
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316 polarity <- "mixed"
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317 } else {
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318 polarity <- as.character(uniq_list)
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319 }
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320
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321 #Set the polarity attribute
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322 sampleMetadata$polarity[fileIdx] <- polarity
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323 }
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324
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325 }
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326
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327 write.table(sampleMetadata, sep="\t", quote=FALSE, row.names=FALSE, file=sampleMetadataOutput)
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328
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329 return(list("sampleNamesOrigin"=sampleNamesOrigin, "sampleNamesMakeNames"=sampleNamesMakeNames))
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330
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331 }
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332
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333
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334 # This function will compute MD5 checksum to check the data integrity
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335 #@author Gildas Le Corguille lecorguille@sb-roscoff.fr
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336 getMd5sum <- function (files) {
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337 cat("Compute md5 checksum...\n")
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338 library(tools)
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339 return(as.matrix(md5sum(files)))
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340 }
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341
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342 # This function retrieve the raw file in the working directory
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343 # - if zipfile: unzip the file with its directory tree
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344 # - if singlefiles: set symlink with the good filename
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345 #@author Gildas Le Corguille lecorguille@sb-roscoff.fr
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346 retrieveRawfileInTheWorkingDirectory <- function(singlefile, zipfile, args, prefix="") {
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347
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348 if (!(prefix %in% c("","Positive","Negative","MS1","MS2"))) stop("prefix must be either '', 'Positive', 'Negative', 'MS1' or 'MS2'")
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349
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350 # single - if the file are passed in the command arguments -> refresh singlefile
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351 if (!is.null(args[[paste0("singlefile_galaxyPath",prefix)]])) {
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352 singlefile_galaxyPaths <- unlist(strsplit(args[[paste0("singlefile_galaxyPath",prefix)]],"\\|"))
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353 singlefile_sampleNames <- unlist(strsplit(args[[paste0("singlefile_sampleName",prefix)]],"\\|"))
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354
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355 singlefile <- NULL
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356 for (singlefile_galaxyPath_i in seq(1:length(singlefile_galaxyPaths))) {
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357 singlefile_galaxyPath <- singlefile_galaxyPaths[singlefile_galaxyPath_i]
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358 singlefile_sampleName <- singlefile_sampleNames[singlefile_galaxyPath_i]
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359 # In case, an url is used to import data within Galaxy
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360 singlefile_sampleName <- tail(unlist(strsplit(singlefile_sampleName,"/")), n=1)
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361 singlefile[[singlefile_sampleName]] <- singlefile_galaxyPath
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362 }
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363 }
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364 # zipfile - if the file are passed in the command arguments -> refresh zipfile
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365 if (!is.null(args[[paste0("zipfile",prefix)]]))
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366 zipfile <- args[[paste0("zipfile",prefix)]]
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367
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368 # single
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369 if(!is.null(singlefile) && (length("singlefile")>0)) {
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370 files <- vector()
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371 for (singlefile_sampleName in names(singlefile)) {
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372 singlefile_galaxyPath <- singlefile[[singlefile_sampleName]]
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373 if(!file.exists(singlefile_galaxyPath)){
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374 error_message <- paste("Cannot access the sample:",singlefile_sampleName,"located:",singlefile_galaxyPath,". Please, contact your administrator ... if you have one!")
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375 print(error_message); stop(error_message)
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376 }
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377
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378 if (!suppressWarnings( try (file.link(singlefile_galaxyPath, singlefile_sampleName), silent=T)))
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379 file.copy(singlefile_galaxyPath, singlefile_sampleName)
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workflow4metabolomics
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380 files <- c(files, singlefile_sampleName)
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381 }
a79d839d625f planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 87dc789d7cd70a3733a1ad0b5a427f4d5905795d
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382 }
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workflow4metabolomics
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383 # zipfile
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384 if(!is.null(zipfile) && (zipfile != "")) {
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a79d839d625f planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 87dc789d7cd70a3733a1ad0b5a427f4d5905795d
lecorguille
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385 if(!file.exists(zipfile)){
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386 error_message <- paste("Cannot access the Zip file:",zipfile,". Please, contact your administrator ... if you have one!")
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387 print(error_message)
a79d839d625f planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 87dc789d7cd70a3733a1ad0b5a427f4d5905795d
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388 stop(error_message)
a79d839d625f planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 87dc789d7cd70a3733a1ad0b5a427f4d5905795d
lecorguille
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389 }
a79d839d625f planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 87dc789d7cd70a3733a1ad0b5a427f4d5905795d
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390 suppressWarnings(unzip(zipfile, unzip="unzip"))
a79d839d625f planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 87dc789d7cd70a3733a1ad0b5a427f4d5905795d
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391
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392 #get the directory name
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393 suppressWarnings(filesInZip <- unzip(zipfile, list=T))
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394 directories <- unique(unlist(lapply(strsplit(filesInZip$Name,"/"), function(x) x[1])))
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395 directories <- directories[!(directories %in% c("__MACOSX")) & file.info(directories)$isdir]
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396 directory <- "."
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397 if (length(directories) == 1) directory <- directories
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398
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399 cat("files_root_directory\t",directory,"\n")
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400
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401 filepattern <- c("[Cc][Dd][Ff]", "[Nn][Cc]", "([Mm][Zz])?[Xx][Mm][Ll]","[Mm][Zz][Dd][Aa][Tt][Aa]", "[Mm][Zz][Mm][Ll]")
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402 filepattern <- paste(paste("\\.", filepattern, "$", sep=""),collapse="|")
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403 info <- file.info(directory)
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404 listed <- list.files(directory[info$isdir], pattern=filepattern,recursive=TRUE, full.names=TRUE)
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405 files <- c(directory[!info$isdir], listed)
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406 exists <- file.exists(files)
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407 files <- files[exists]
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408
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lecorguille
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409 }
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410 return(list(zipfile=zipfile, singlefile=singlefile, files=files))
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workflow4metabolomics
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411
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lecorguille
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412 }
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413
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414
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415 # This function retrieve a xset like object
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416 #@author Gildas Le Corguille lecorguille@sb-roscoff.fr
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417 getxcmsSetObject <- function(xobject) {
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418 # XCMS 1.x
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419 if (class(xobject) == "xcmsSet")
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420 return (xobject)
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lecorguille
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421 # XCMS 3.x
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422 if (class(xobject) == "XCMSnExp") {
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423 # Get the legacy xcmsSet object
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424 suppressWarnings(xset <- as(xobject, 'xcmsSet'))
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diff changeset
425 if (!is.null(xset@phenoData$sample_group))
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426 sampclass(xset) <- xset@phenoData$sample_group
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lecorguille
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diff changeset
427 else
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428 sampclass(xset) <- "."
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diff changeset
429 return (xset)
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lecorguille
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430 }
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431 }