annotate ggplotscripthistogram.R @ 18:e4b2d12f4691 draft

Uploaded
author moheydarian
date Tue, 11 Apr 2017 17:17:38 -0400
parents 064d7ad9968d
children b212836e738d
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
rev   line source
1
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
1 # Setup R error handling to go to stderr
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
2 options(show.error.messages=F, error=function(){cat(geterrmessage(),file=stderr());q("no",1,F)})
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
3
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
4 # We need to not crash galaxy with an UTF8 error on German LC settings.
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
5 loc <- Sys.setlocale("LC_MESSAGES", "en_US.UTF-8")
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
6
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
7
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
8 # Import library
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
9 library("getopt")
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
10 library("reshape2")
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
11 library("ggplot2")
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
12 options(stringAsfactors = FALSE, useFancyQuotes = FALSE)
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
13 # Take in trailing command line arguments
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
14 args <- commandArgs(trailingOnly = TRUE)
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
15
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
16
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
17 # get options, using the spec as defined by the enclosed list.
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
18 # we read the options from the default: commandArgs(TRUE).
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
19 option_specification = matrix(c(
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
20 'input', 'i', 2, 'character',
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
21 'title', 't',2, 'character',
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
22 'size', 's', 2, 'double',
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
23 'xlab', 'x', 2, 'character',
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
24 'ylab', 'y', 2, 'character',
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
25 'binwidth', 'b', 2, 'double',
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
26 'xaxismin', 'e', 2, 'integer',
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
27 'xaxismax', 'f', 2, 'integer',
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
28 'yaxismin', 'g', 2, 'integer',
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
29 'yaxismax', 'h', 2, 'integer',
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
30 'colors', 'q', 2, 'character',
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
31 'colorscheme', 'z', 2, 'character',
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
32 'colororder', 'r', 2, 'integer',
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
33 'facet', 'a', 2, 'character',
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
34 'transform', 'c', 2, 'character',
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
35 'woutputdim', 'w', 2, 'integer',
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
36 'houtputdim', 'd', 2, 'integer',
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
37 'dim', 'k', 2, 'character',
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
38 'scaling', 'j', 2, 'character',
5
097e19ec0150 Uploaded
moheydarian
parents: 1
diff changeset
39 'legend', 'l', 2, 'character',
15
19546f3ef70a Uploaded
moheydarian
parents: 12
diff changeset
40 'density', 'm', 2, 'character',
1
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
41 'output', 'o', 2, 'character'
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
42 ), byrow=TRUE, ncol=4);
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
43
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
44 # Parse options
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
45 options = getopt(option_specification);
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
46
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
47
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
48
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
49 # Print options to see what is going on
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
50 cat("\n input: ",options$input)
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
51 cat("\n title: ",options$title)
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
52 cat("\n size: ",options$size)
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
53 cat("\n transform: ",options$alpha)
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
54 cat("\n xlab: ",options$xlab)
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
55 cat("\n xlab: ",options$xlab)
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
56 cat("\n binwidth: ",options$binwidth)
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
57 cat("\n output: ",options$output)
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
58
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
59 integrated <- read.csv(options$input,sep='\t',header=TRUE)
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
60 input <- melt(integrated)
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
61
9
90be6d1315a4 Uploaded
moheydarian
parents: 5
diff changeset
62 #Show/hide legend
11
79c3ce7cc6c4 Uploaded
moheydarian
parents: 9
diff changeset
63 if(options$legend == "yes"){
9
90be6d1315a4 Uploaded
moheydarian
parents: 5
diff changeset
64 gg_legend = NULL
12
ed06f51b00ef Uploaded
moheydarian
parents: 11
diff changeset
65 } else {
9
90be6d1315a4 Uploaded
moheydarian
parents: 5
diff changeset
66 gg_legend = theme(legend.position="none")
90be6d1315a4 Uploaded
moheydarian
parents: 5
diff changeset
67 }
1
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
68
15
19546f3ef70a Uploaded
moheydarian
parents: 12
diff changeset
69 #density
19546f3ef70a Uploaded
moheydarian
parents: 12
diff changeset
70 if(options$density == "counts"){
16
9577cd390ee6 Uploaded
moheydarian
parents: 15
diff changeset
71 gg_density = ggplot(input,aes(value ,color=variable))
9577cd390ee6 Uploaded
moheydarian
parents: 15
diff changeset
72
15
19546f3ef70a Uploaded
moheydarian
parents: 12
diff changeset
73 } else {
18
e4b2d12f4691 Uploaded
moheydarian
parents: 17
diff changeset
74 gg_density = ggplot(input,aes(value, ..ncount..,color=variable))
16
9577cd390ee6 Uploaded
moheydarian
parents: 15
diff changeset
75
15
19546f3ef70a Uploaded
moheydarian
parents: 12
diff changeset
76 }
19546f3ef70a Uploaded
moheydarian
parents: 12
diff changeset
77
1
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
78 #Choose between automatically scaled x and y axis or user defined
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
79 if(options$scaling == "Automatic"){
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
80 gg_scalex = NULL
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
81 gg_scaley = NULL
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
82 } else {
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
83 gg_scalex = xlim(options$xaxismin,options$xaxismax)
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
84 gg_scaley = ylim(options$yaxismin,options$yaxismax)
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
85 cat("\n xaxismin: ",options$xaxismin)
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
86 cat("\n xaxismax: ",options$xaxismax)
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
87 cat("\n yaxismin: ",options$yaxismin)
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
88 cat("\n yaxismax: ",options$yaxismax)
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
89 }
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
90
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
91 #Choose dimensions of output pdf
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
92 if(options$dim == "Default"){
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
93 gg_width = 7
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
94 gg_height = 7
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
95 } else {
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
96 gg_width = options$woutputdim
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
97 gg_height = options$houtputdim
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
98 }
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
99
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
100
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
101 if(options$transform == "log2"){
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
102 input["value"] <- log2(input["value"])
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
103 }else if(options$transform == "log2plus1"){
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
104 input["value"] <- log2(input["value"]+1)
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
105 }else if(options$transform == "log10"){
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
106 input["value"] <- log10(input["value"])
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
107 }else if(options$transform == "log10plus1"){
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
108 input["value"] <- log10(input["value"]+1)
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
109 }else{
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
110 }
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
111
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
112
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
113 if(options$facet == "facet"){
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
114 gg_facet = facet_wrap(~ variable)
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
115 } else {
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
116 gg_facet = NULL
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
117 }
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
118
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
119 if(options$colorscheme == "Default"){
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
120 gg_colorscale = NULL
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
121 } else {
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
122 gg_colorscale = scale_color_brewer(palette=options$colors, direction=options$colororder)
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
123 }
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
124
16
9577cd390ee6 Uploaded
moheydarian
parents: 15
diff changeset
125 gg_density +
1
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
126 geom_freqpoly(binwidth=options$binwidth,size=options$size)+gg_facet+gg_colorscale+
5
097e19ec0150 Uploaded
moheydarian
parents: 1
diff changeset
127 gg_scalex+gg_scaley+theme_bw()+xlab(options$xlab)+ylab(options$ylab)+gg_legend+
1
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
128 ggtitle(options$title)
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
129
72abdc872e49 Uploaded
moheydarian
parents:
diff changeset
130 ggsave(file=options$output)