Mercurial > repos > computational-metabolomics > mspurity_frag4feature

annotate averageFragSpectra.R @ 5:2f7cd31eba49 draft

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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit b1b879e29d5d6c97fdc3636aa6e900ad03695f9e"
author computational-metabolomics
date Fri, 13 Nov 2020 09:52:35 +0000
parents ab65999a5430
children d4a17be5429a
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ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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diff changeset
1 library(optparse)
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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2 library(msPurity)
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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3 library(xcms)
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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4 print(sessionInfo())
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5
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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7 get_av_spectra <- function(x){
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ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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9 if (length(x$av_intra)>0){
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10 av_intra_df <- plyr::ldply(x$av_intra)
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ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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12 if (nrow(av_intra_df)==0){
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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13 av_intra_df <- NULL
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14 }else{
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15 av_intra_df$method <- 'intra'
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16 }
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ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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18 }else{
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19 av_intra_df <- NULL
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20 }
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22 if ((is.null(x$av_inter)) || (nrow(x$av_inter)==0)){
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23 av_inter_df <- NULL
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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24 }else{
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25 av_inter_df <- x$av_inter
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26 av_inter_df$method <- 'inter'
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27 }
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ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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29 if ((is.null(x$av_all)) || (nrow(x$av_all)==0)){
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30 av_all_df <- NULL
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31 }else{
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32 av_all_df <- x$av_all
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33 av_all_df$method <- 'all'
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34 }
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ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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36 combined <- plyr::rbind.fill(av_intra_df, av_inter_df, av_all_df)
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ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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38 return(combined)
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39 }
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41
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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42 option_list <- list(
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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43 make_option("--out_rdata", type="character"),
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44 make_option("--out_peaklist", type="character"),
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45 make_option("--pa", type="character"),
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46
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47 make_option("--av_level", type="character"),
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48
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49 make_option("--minfrac", default=0.5),
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50 make_option("--minnum", default=1),
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51 make_option("--ppm", default=5.0),
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52
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53 make_option("--snr", default=0),
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54
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55 make_option("--ra", default=0),
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56
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57 make_option("--av", default="median", type="character"),
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58 make_option("--sumi", action="store_true"),
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59
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60 make_option("--rmp", action="store_true"),
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61 make_option("--cores", default=1)
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62 )
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64 opt <- parse_args(OptionParser(option_list=option_list))
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65 print(opt)
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68 loadRData <- function(rdata_path, name){
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69 #loads an RData file, and returns the named xset object if it is there
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70 load(rdata_path)
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71 return(get(ls()[ls() %in% name]))
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72 }
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74 # Requires
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75 pa <- loadRData(opt$pa, 'pa')
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77 pa@cores <- opt$cores
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79 if(is.null(opt$rmp)){
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80 rmp = FALSE
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81 }else{
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82 rmp = TRUE
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83 }
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85 if(is.null(opt$sumi)){
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87 sumi = FALSE
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88 }else{
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89 sumi = TRUE
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91 }
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92
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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93
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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94 if(opt$av_level=="intra"){
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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95
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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96 pa <- msPurity::averageIntraFragSpectra(pa,
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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97 minfrac=opt$minfrac,
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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98 minnum=opt$minnum,
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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99 ppm=opt$ppm,
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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100 snr=opt$snr,
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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101 ra=opt$ra,
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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102 av=opt$av,
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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103 sumi=sumi,
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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104 rmp=rmp,
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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105 cores=opt$cores)
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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106
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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107 } else if(opt$av_level=="inter"){
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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108
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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109 pa <- msPurity::averageInterFragSpectra(pa,
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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110 minfrac=opt$minfrac,
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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111 minnum=opt$minnum,
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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112 ppm=opt$ppm,
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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113 snr=opt$snr,
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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114 ra=opt$ra,
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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115 av=opt$av,
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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116 sumi=sumi,
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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117 rmp=rmp,
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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118 cores=opt$cores)
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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119 } else if(opt$av_level=="all"){
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120
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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121 pa <- msPurity::averageAllFragSpectra(pa,
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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122 minfrac=opt$minfrac,
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123 minnum=opt$minnum,
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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124 ppm=opt$ppm,
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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125 snr=opt$snr,
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126 ra=opt$ra,
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127 av=opt$av,
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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128 sumi=sumi,
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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129 rmp=rmp,
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130 cores=opt$cores)
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131
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132 }
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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133
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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134 print(pa)
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135 save(pa, file=opt$out_rdata)
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136
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137
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138 if (length(pa)>0){
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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139
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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140 av_spectra <- plyr::ldply(pa@av_spectra, get_av_spectra)
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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141
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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142 if (nrow(av_spectra)==0){
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computational-metabolomics
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143 message('No average spectra available')
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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144 } else{
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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145 colnames(av_spectra)[1] <- 'grpid'
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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146 av_spectra$grpid <- names(pa@av_spectra)[av_spectra$grpid]
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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147
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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148 if((length(pa@av_intra_params)>0) || (length(pa@av_inter_params)>0) ){
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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149 # Add some extra info (only required if av_intra or av_inter performed)
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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150 colnames(av_spectra)[2] <- 'fileid'
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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151 av_spectra$avid <- 1:nrow(av_spectra)
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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152
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153 filenames <- sapply(av_spectra$fileid, function(x) names(pa@fileList)[as.integer(x)])
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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154 # filenames_galaxy <- sapply(av_spectra$fileid, function(x) basename(pa@fileList[as.integer(x)]))
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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155
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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156 av_spectra = as.data.frame(append(av_spectra, list(filename = filenames), after=2))
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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157 }
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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158
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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159
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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160 print(head(av_spectra))
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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161 write.table(av_spectra, opt$out_peaklist, row.names=FALSE, sep='\t')
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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162
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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163 }
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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164 }
ab65999a5430 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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165