Mercurial > repos > computational-metabolomics > mspurity_dimspredictpuritysingle

annotate purityA.R @ 0:e96082a25ff0 draft

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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
author computational-metabolomics
date Wed, 27 Nov 2019 13:42:05 -0500
parents
children 3959cddb01a6
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0
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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diff changeset
1 library(msPurity)
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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2 library(optparse)
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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3 print(sessionInfo())
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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4
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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5 option_list <- list(
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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6 make_option(c("-o", "--out_dir"), type="character"),
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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7 make_option("--mzML_files", type="character"),
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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8 make_option("--galaxy_names", type="character"),
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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9 make_option("--minOffset", default=0.5),
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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10 make_option("--maxOffset", default=0.5),
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11 make_option("--ilim", default=0.05),
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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12 make_option("--iwNorm", default="none", type="character"),
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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13 make_option("--exclude_isotopes", action="store_true"),
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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14 make_option("--isotope_matrix", type="character"),
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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15 make_option("--mostIntense", action="store_true"),
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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16 make_option("--plotP", action="store_true"),
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17 make_option("--nearest", action="store_true"),
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18 make_option("--cores", default=4),
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19 make_option("--ppmInterp", default=7)
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20 )
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21
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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22 opt <- parse_args(OptionParser(option_list=option_list))
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23 print(opt)
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e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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25 minOffset = as.numeric(opt$minOffset)
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26 maxOffset = as.numeric(opt$maxOffset)
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27
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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28 if (opt$iwNorm=='none'){
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29 iwNorm = FALSE
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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30 iwNormFun = NULL
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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31 }else if (opt$iwNorm=='gauss'){
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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32 iwNorm = TRUE
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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33 iwNormFun = msPurity::iwNormGauss(minOff=-minOffset, maxOff=maxOffset)
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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34 }else if (opt$iwNorm=='rcosine'){
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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35 iwNorm = TRUE
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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36 iwNormFun = msPurity::iwNormRcosine(minOff=-minOffset, maxOff=maxOffset)
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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37 }else if (opt$iwNorm=='QE5'){
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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38 iwNorm = TRUE
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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39 iwNormFun = msPurity::iwNormQE.5()
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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40 }
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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41
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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42 filepaths <- trimws(strsplit(opt$mzML_files, ',')[[1]])
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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43 filepaths <- filepaths[filepaths != ""]
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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44
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45
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46
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47 if(is.null(opt$minOffset) || is.null(opt$maxOffset)){
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48 offsets = NA
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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49 }else{
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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50 offsets = as.numeric(c(opt$minOffset, opt$maxOffset))
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51 }
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52
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53
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54 if(is.null(opt$mostIntense)){
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55 mostIntense = FALSE
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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56 }else{
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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57 mostIntense = TRUE
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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58 }
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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59
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60 if(is.null(opt$nearest)){
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61 nearest = FALSE
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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62 }else{
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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63 nearest = TRUE
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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64 }
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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65
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66 if(is.null(opt$plotP)){
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67 plotP = FALSE
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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68 plotdir = NULL
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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69 }else{
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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70 plotP = TRUE
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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71 plotdir = opt$out_dir
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72 }
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73
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74
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75 if (is.null(opt$isotope_matrix)){
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76 im <- NULL
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77 }else{
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78 im <- read.table(opt$isotope_matrix,
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79 header = TRUE, sep='\t', stringsAsFactors = FALSE)
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80 }
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81
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82 if (is.null(opt$exclude_isotopes)){
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83 isotopes <- FALSE
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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84 }else{
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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85 isotopes <- TRUE
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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86 }
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87
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88 pa <- msPurity::purityA(filepaths,
e96082a25ff0 "planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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89 cores = opt$cores,
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90 mostIntense = mostIntense,
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91 nearest = nearest,
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92 offsets = offsets,
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93 plotP = plotP,
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94 plotdir = plotdir,
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95 interpol = "linear",
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96 iwNorm = iwNorm,
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97 iwNormFun = iwNormFun,
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98 ilim = opt$ilim,
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99 mzRback = "pwiz",
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100 isotopes = isotopes,
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101 im = im,
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102 ppmInterp = opt$ppmInterp)
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103
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104
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105 if (!is.null(opt$galaxy_names)){
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106 galaxy_names <- trimws(strsplit(opt$galaxy_names, ',')[[1]])
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107 galaxy_names <- galaxy_names[galaxy_names != ""]
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108 names(pa@fileList) <- galaxy_names
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109 }
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110
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111 print(pa)
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112 save(pa, file=file.path(opt$out_dir, 'purityA_output.RData'))
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113
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114 pa@puritydf$filename <- sapply(pa@puritydf$fileid, function(x) names(pa@fileList)[as.integer(x)])
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115
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116 print(head(pa@puritydf))
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117 write.table(pa@puritydf, file.path(opt$out_dir, 'purityA_output.tsv'), row.names=FALSE, sep='\t')
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118
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119 # removed_peaks <- data.frame(removed_peaks)
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120 # write.table(data.frame('ID'=rownames(removed_peaks),removed_peaks),
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121 # file.path(opt$out_dir, 'removed_peaks.txt'), row.names=FALSE, sep='\t')