annotate IDchoice/IDchoice_script.R @ 0:b7a6a88f518a draft

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author melpetera
date Thu, 11 Oct 2018 05:47:29 -0400
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children bb19b1d15732
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1 ################################################################################################
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2 # ID CHOICE #
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3 # #
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4 # User: Galaxy #
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5 # Starting date: 01-06-2017 #
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6 # V-0.1: First version of code #
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7 # #
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8 # #
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9 # Input files: dataMatrix ; Metadata file #
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10 # Output files: dataMatrix ; Metadata file #
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11 # #
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12 # Dependencies: RcheckLibrary.R ; miniTools.R (easyRlibrary) #
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13 # #
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14 ################################################################################################
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15
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16 # Parameters (for dev)
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17 if(FALSE){
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18 DM.name <- "CaracSpe_dataMatrix.txt"
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19 meta.name <- "CaracSpe_variableMetadata.txt"
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20 metype <- "variable"
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21 #coloname <- "namecustom"
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22 coloname <- "B"
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23 makeun <- "yes"
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24 DMout <- "ID_DM.txt"
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25 metaout <- paste0("ID_",metype,"meta.txt")
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26 }
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27
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28
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29 id.choice <- function(DM.name,meta.name,metype,coloname,makeun,DMout,metaout){
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30 # This function allows to replace original IDs with other ones from one metadata table.
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31 #
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32 # Parameters:
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33 # - DM.name, meta.name: dataMatrix and metadata files' access respectively
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34 # - metype: "sample" or "variable" depending on metadata content
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35 # - coloname: name of the metadata column to be used as new ID
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36 # - makeun: "yes" or "no" depending on user choice if new IDs are not unique ("yes"=conversion to unique ID)
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37 # - DMout, metaout: output files' access
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38
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39
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40 # Input --------------------------------------------------------------
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41
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42 DM <- read.table(DM.name,header=TRUE,sep="\t",check.names=FALSE)
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43 meta <- read.table(meta.name,header=TRUE,sep="\t",check.names=FALSE,colClasses="character")
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44
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45 # Table match check
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46 table.check <- match2(DM,meta,metype)
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47 check.err(table.check)
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48
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49
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50 # Checking unicity of new IDs ----------------------------------------
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51
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52 numcol <- which(colnames(meta)==coloname)
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53 if(length(numcol)==0) {
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54 stop(paste0("\n-------\nWarning: no '",coloname,"' column detected in ",metype," metadata!",
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55 "\nPlease check your metadata file (column names are case-sensitive).\n-------\n"))
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56 }
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57
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58 unicity <- duplicated(meta[,numcol])
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59
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60 if(sum(unicity)>0){
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61 if(makeun=="no"){
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62 #Sending back an explicit error
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63 duptable <- t(t(table(meta[,numcol][unicity])+1))
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64 stop(paste0("\n-------\nYour '",coloname,"' column contains duplicates:\n"),
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65 paste(rownames(duptable),duptable,sep=": ",collapse="\n"),paste0("\nSince identifiers are meant to be unique, ",
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66 "please check your data or use the 'Force unicity' option to force unicity.\n-------\n"))
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67
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68 }else{
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69 #Making unique names
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70 meta <- cbind(meta,newID=make.unique(meta[,numcol],sep="_"),ori=c(1:nrow(meta)))
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71 }
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72 }else{
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73 #No unicity problem
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74 meta <- cbind(meta,newID=meta[,numcol],ori=c(1:nrow(meta)))
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75 }
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76
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77
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78 # Merging tables -----------------------------------------------------
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79
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80 #Transposing the dataMatrix if necessary
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81 if(metype=="sample"){
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82 rownames(DM) <- DM[,1]
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83 DM <- DM[,-1]
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84 DM <- t(DM)
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85 DM <- data.frame(sample=row.names(DM),DM,check.names=FALSE)
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86 rownames(DM) <- NULL
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87 }
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88
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89 comb.data <- merge(x=meta,y=DM,by.x=1,by.y=1)
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90 comb.data <- comb.data[order(comb.data$ori),]
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91
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92
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93 # Changing IDs -------------------------------------------------------
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94
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95 DM <- comb.data[,-c(1:(ncol(meta)-2),ncol(meta))]
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96 if(makeun=="no"){
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97 comb.data <- comb.data[,c(numcol,which(colnames(meta)!=coloname))]
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98 meta <- comb.data[,c(1:(ncol(meta)-2))]
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99 }else{
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100 meta <- comb.data[,c(ncol(meta)-1,1:(ncol(meta)-2))]
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101 }
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102
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103 #Transposing back the dataMatrix if necessary
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104 if(metype=="sample"){
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105 rownames(DM) <- DM[,1]
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106 DM <- DM[,-1]
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107 DM <- t(DM)
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108 DM <- data.frame(sample=row.names(DM),DM,check.names=FALSE)
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109 rownames(DM) <- NULL
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110 }
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111
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112
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113 # Output -------------------------------------------------------------
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114
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115 # Writing the table
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116 write.table(DM,DMout,sep="\t",quote=FALSE,row.names=FALSE)
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117 write.table(meta,metaout,sep="\t",quote=FALSE,row.names=FALSE)
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118
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119
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120 } # End of id.choice
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121
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122
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123 # Typical function call
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124 # id.choice(DM.name,meta.name,metype,coloname,makeun,DMout,metaout)