Mercurial > repos > tomnl > mspurity_dimspredictpuritysingle

annotate dimsPredictPuritySingle.R @ 1:92dbd3a31caf draft

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planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit e67cf7a95ce430d1d373c03992a615da2f3eeeb1
author tomnl
date Tue, 04 Jun 2019 10:38:28 -0400
parents fc9bb7e49a3a
children 1389e565f95e
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1 library(msPurity)
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2 library(optparse)
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3 print(sessionInfo())
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5 option_list <- list(
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6 make_option(c("--mzML_file"), type="character"),
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7 make_option(c("--peaks_file"), type="character"),
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8 make_option(c("-o", "--out_dir"), type="character"),
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9 make_option("--minOffset", default=0.5),
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10 make_option("--maxOffset", default=0.5),
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11 make_option("--ilim", default=0.05),
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12 make_option("--ppm", default=4),
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13 make_option("--dimspy", action="store_true"),
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14 make_option("--sim", action="store_true"),
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15 make_option("--remove_nas", action="store_true"),
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16 make_option("--iwNorm", default="none", type="character"),
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17 make_option("--file_num_dimspy", default=1),
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18 make_option("--exclude_isotopes", action="store_true"),
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19 make_option("--isotope_matrix", type="character")
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20 )
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22 # store options
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23 opt<- parse_args(OptionParser(option_list=option_list))
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25 print(sessionInfo())
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26 print(opt)
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28 if (is.null(opt$dimspy)){
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30 df <- read.table(opt$peaks_file, header = TRUE, sep='\t')
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31 filename = NA
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32 mzml_file <- opt$mzML_file
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33 }else{
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34 indf <- read.table(opt$peaks_file,
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35 header = TRUE, sep='\t', stringsAsFactors = FALSE)
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38 if (file.exists(opt$mzML_file)){
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39 mzml_file <- opt$mzML_file
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40 }else{
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42 filename = colnames(indf)[8:ncol(indf)][opt$file_num_dimspy]
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43 print(filename)
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44 # check if the data file is mzML or RAW (can only use mzML currently) so
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45 # we expect an mzML file of the same name in the same folder
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46 indf$i <- indf[,colnames(indf)==filename]
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47 indf[,colnames(indf)==filename] <- as.numeric(indf[,colnames(indf)==filename])
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49 filename = sub("raw", "mzML", filename, ignore.case = TRUE)
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50 print(filename)
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52 mzml_file <- file.path(opt$mzML_file, filename)
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54 }
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56 df <- indf[4:nrow(indf),]
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57 if ('blank_flag' %in% colnames(df)){
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58 df <- df[df$blank_flag==1,]
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59 }
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60 colnames(df)[colnames(df)=='m.z'] <- 'mz'
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61
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62 if ('nan' %in% df$mz){
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63 df[df$mz=='nan',]$mz <- NA
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64 }
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65 df$mz <- as.numeric(df$mz)
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70 }
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72 if (!is.null(opt$remove_nas)){
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73 df <- df[!is.na(df$mz),]
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74 }
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75
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76 if (is.null(opt$isotope_matrix)){
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77 im <- NULL
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78 }else{
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79 im <- read.table(opt$isotope_matrix,
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80 header = TRUE, sep='\t', stringsAsFactors = FALSE)
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81 }
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82
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83 if (is.null(opt$exclude_isotopes)){
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84 isotopes <- FALSE
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85 }else{
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86 isotopes <- TRUE
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87 }
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90
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91 if (is.null(opt$sim)){
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92 sim=FALSE
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93 }else{
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94 sim=TRUE
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95 }
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96
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97 minOffset = as.numeric(opt$minOffset)
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98 maxOffset = as.numeric(opt$maxOffset)
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99
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100
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101
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102 if (opt$iwNorm=='none'){
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103 iwNorm = FALSE
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104 iwNormFun = NULL
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105 }else if (opt$iwNorm=='gauss'){
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106 iwNorm = TRUE
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107 iwNormFun = msPurity::iwNormGauss(minOff=-minOffset, maxOff=maxOffset)
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108 }else if (opt$iwNorm=='rcosine'){
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109 iwNorm = TRUE
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110 iwNormFun = msPurity::iwNormRcosine(minOff=-minOffset, maxOff=maxOffset)
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111 }else if (opt$iwNorm=='QE5'){
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112 iwNorm = TRUE
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113 iwNormFun = msPurity::iwNormQE.5()
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114 }
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115
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116 print('FIRST ROWS OF PEAK FILE')
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117 print(head(df))
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118 print(mzml_file)
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119 predicted <- msPurity::dimsPredictPuritySingle(df$mz,
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120 filepth=mzml_file,
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121 minOffset=minOffset,
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122 maxOffset=maxOffset,
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123 ppm=opt$ppm,
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124 mzML=TRUE,
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125 sim = sim,
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126 ilim = opt$ilim,
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127 isotopes = isotopes,
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128 im = im,
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129 iwNorm = iwNorm,
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130 iwNormFun = iwNormFun
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131 )
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132 predicted <- cbind(df, predicted)
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133
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134 print(head(predicted))
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135 print(file.path(opt$out_dir, 'dimsPredictPuritySingle_output.tsv'))
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136 write.table(predicted, file.path(opt$out_dir, 'dimsPredictPuritySingle_output.tsv'), row.names=FALSE, sep='\t')