Mercurial > repos > devteam > cummerbund
annotate cummeRbund.R @ 5:78fcfc04fcfe draft
planemo upload for repository https://github.com/galaxyproject/tools-devteam/tree/master/tools/cummerbund commit f3f0bef4a450aafab3c6b05a27647471f93b22f3
author | devteam |
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date | Thu, 23 Feb 2017 20:24:03 -0500 |
parents | 587c425b4e76 |
children | c3b54a4b7741 |
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1 ## Feature Selection ## |
5
78fcfc04fcfe
planemo upload for repository https://github.com/galaxyproject/tools-devteam/tree/master/tools/cummerbund commit f3f0bef4a450aafab3c6b05a27647471f93b22f3
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2 options(echo=TRUE) |
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3 get_features <- function(myGenes, f="gene") { |
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4 if (f == "isoforms") |
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5 return(isoforms(myGenes)) |
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6 else if (f == "tss") |
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7 return(TSS(myGenes)) |
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8 else if (f == "cds") |
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9 return(CDS(myGenes)) |
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10 else |
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11 return(myGenes) |
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12 } |
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13 |
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14 ## Main Function ## |
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15 |
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16 library(argparse) |
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17 |
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18 parser <- ArgumentParser(description='Create a plot with cummeRbund') |
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19 |
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20 parser$add_argument('--type', dest='plotType', default='Density', required=TRUE) |
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21 parser$add_argument('--height', dest='height', type='integer', default=960, required=TRUE) |
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22 parser$add_argument('--width', dest='width', type='integer', default=1280, required=TRUE) |
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23 parser$add_argument('--outfile', dest='filename', default="plot-unknown-0.png", required=TRUE) |
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24 parser$add_argument('--input', dest='input_database', default="cuffData.db", required=TRUE) |
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25 parser$add_argument('--smooth', dest='smooth', action="store_true", default=FALSE) |
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26 parser$add_argument('--gene_selector', dest='gene_selector', action="store_true", default=FALSE) |
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27 parser$add_argument('--replicates', dest='replicates', action="store_true", default=FALSE) |
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28 parser$add_argument('--labcol', dest='labcol', action="store_true", default=FALSE) |
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29 parser$add_argument('--labrow', dest='labrow', action="store_true", default=FALSE) |
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30 parser$add_argument('--border', dest='border', action="store_true", default=FALSE) |
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31 parser$add_argument('--summary', dest='summary', action="store_true", default=FALSE) |
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32 parser$add_argument('--count', dest='count', action="store_true", default=FALSE) |
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33 parser$add_argument('--error_bars', dest='error_bars', action="store_true", default=FALSE) |
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34 parser$add_argument('--log10', dest='log10', action="store_true", default=FALSE) |
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35 parser$add_argument('--features', dest='features', action="store", default="genes") |
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36 parser$add_argument('--clustering', dest='clustering', action="store", default="both") |
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37 parser$add_argument('--iter_max', dest='iter_max', action="store") |
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38 parser$add_argument('--genes', dest='genes', action="append") |
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39 parser$add_argument('--k', dest='k', action="store") |
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40 parser$add_argument('--x', dest='x', action="store") |
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41 parser$add_argument('--y', dest='y', action="store") |
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42 |
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43 args <- parser$parse_args() |
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44 |
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45 ## Load cummeRbund library |
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46 library("cummeRbund") |
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47 |
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48 ## Initialize cuff object |
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49 cuff <- readCufflinks(dir = "", dbFile = args$input_database, rebuild = FALSE) |
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50 |
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51 ## Print out info |
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52 print(cuff) |
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53 sink("cuffdb_info.txt") |
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54 print(cuff) |
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55 print("SAMPLES:") |
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56 samples(cuff) |
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57 print("REPLICATES:") |
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58 replicates(cuff) |
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59 print("FEATURES:") |
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60 print(annotation(genes(cuff))) |
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61 cat(annotation(genes(cuff))[[1]],sep=",") |
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62 sink() |
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63 |
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64 png(filename = args$filename, width = args$width, height = args$height, type=c('cairo-png')) |
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65 tryCatch({ |
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66 if (args$plotType == 'density') { |
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67 csDensity(genes(cuff), replicates=args$replicates, logMode=args$log10) |
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68 } |
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69 else if (args$plotType == 'boxplot') { |
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70 csBoxplot(genes(cuff), replicates=args$replicates, logMode=args$log10) |
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71 } |
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72 else if (args$plotType == 'mds') { |
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73 MDSplot(genes(cuff), replicates=args$replicates) |
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74 } |
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75 else if (args$plotType == 'pca') { |
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76 PCAplot(genes(cuff), "PC1", "PC2", replicates=args$replicates) |
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77 } |
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78 else if (args$plotType == 'dendrogram') { |
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79 csDendro(genes(cuff), replicates=args$replicates) |
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80 } |
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81 else if (args$plotType == 'scatter') { |
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82 if (args$gene_selector) { |
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83 myGenes <- getGenes(cuff, args$genes) |
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84 csScatter(get_features(myGenes, args$features), args$x, args$y, smooth=args$smooth, logMode=args$log10) |
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85 } |
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86 else { |
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87 csScatter(genes(cuff), args$x, args$y, smooth=args$smooth, logMode=args$log10) |
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88 } |
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89 } |
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90 else if (args$plotType == 'volcano') { |
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91 if (args$gene_selector) { |
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92 myGenes <- get_features(getGenes(cuff, args$genes), args$features) |
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93 } |
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94 else { |
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95 myGenes <- genes(cuff) |
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96 } |
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97 csVolcano(myGenes, args$x, args$y) |
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98 } |
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99 else if (args$plotType == 'heatmap') { |
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100 if (args$gene_selector) { |
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101 myGenes <- getGenes(cuff, args$genes) |
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102 } |
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103 else { |
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104 myGenes <- getGenes(cuff,annotation(genes(cuff))[[1]]) |
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105 } |
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106 csHeatmap(get_features(myGenes, args$features), clustering=args$clustering, labCol=args$labcol, labRow=args$labrow, border=args$border, logMode=args$log10) |
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107 } |
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108 else if (args$plotType == 'cluster') { |
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109 myGenes <- getGenes(cuff, args$genes) |
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110 csCluster(get_features(myGenes, args$features), k=args$k) |
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111 } |
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112 else if (args$plotType == 'dispersion') { |
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113 dispersionPlot(genes(cuff)) |
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114 } |
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115 else if (args$plotType == 'fpkmSCV') { |
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116 fpkmSCVPlot(genes(cuff)) |
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117 } |
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118 else if (args$plotType == 'scatterMatrix') { |
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119 csScatterMatrix(genes(cuff)) |
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120 } |
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121 else if (args$plotType == 'expressionplot') { |
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122 myGenes <- getGenes(cuff, args$genes) |
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123 expressionPlot(get_features(myGenes, args$features), drawSummary=args$summary, showErrorbars=args$error_bars, replicates=args$replicates) |
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124 } |
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125 else if (args$plotType == 'expressionbarplot') { |
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126 myGeneId <- args$genes |
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127 myGenes <- getGenes(cuff, myGeneId) |
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128 expressionBarplot(get_features(myGenes, args$features), showErrorbars=args$error_bars, replicates=args$replicates) |
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129 } |
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130 else if (args$plotType == 'mds') { |
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131 MDSplot(genes(cuff),replicates=args$replicates) |
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132 } |
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133 else if (args$plotType == 'pca') { |
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134 PCAplot(genes(cuff),"PC1","PC2", replicates=args$replicates) |
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135 } |
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136 else if (args$plotType == 'maplot') { |
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137 MAplot(genes(cuff), args$x, args$y, useCount=args$count) |
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138 } |
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139 else if (args$plotType == 'genetrack') { |
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140 myGene <- getGene(cuff, args$genes) |
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141 plotTracks(makeGeneRegionTrack(myGene)) |
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142 } |
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143 },error = function(e) { |
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144 write(paste("Failed:", e, sep=" "), stderr()) |
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145 q("no", 1, TRUE) |
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146 }) |
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147 devname = dev.off() |