Mercurial > repos > marie-tremblay-metatoul > normalization
comparison NmrNormalization_wrapper.R @ 3:966fcf7ae66e draft
planemo upload for repository https://github.com/workflow4metabolomics/normalization commit 9ca88a22e9b9394bfa00ea383fbb2b78ef05f990
author | lecorguille |
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date | Thu, 26 Oct 2017 06:01:14 -0400 |
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2:3cd762aac7a4 | 3:966fcf7ae66e |
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1 #!/usr/local/public/bin/Rscript --vanilla --slave --no-site-file | |
2 | |
3 ## 070115_NmrBucketing2galaxy_v1.R | |
4 ## Marie Tremblay-Franco | |
5 ## MetaboHUB: The French Infrastructure for Metabolomics and Fluxomics | |
6 ## www.metabohub.fr/en | |
7 ## marie.tremblay-franco@toulouse.inra.fr | |
8 | |
9 runExampleL <- FALSE | |
10 | |
11 | |
12 ##------------------------------ | |
13 ## Options | |
14 ##------------------------------ | |
15 strAsFacL <- options()$stringsAsFactors | |
16 options(stringsAsFactors = FALSE) | |
17 | |
18 | |
19 ##------------------------------ | |
20 ## Libraries laoding | |
21 ##------------------------------ | |
22 # For parseCommandArgs function | |
23 library(batch) | |
24 | |
25 # R script call | |
26 source_local <- function(fname) | |
27 { | |
28 argv <- commandArgs(trailingOnly = FALSE) | |
29 base_dir <- dirname(substring(argv[grep("--file=", argv)], 8)) | |
30 source(paste(base_dir, fname, sep="/")) | |
31 } | |
32 #Import the different functions | |
33 source_local("NmrNormalization_script.R") | |
34 source_local("DrawSpec.R") | |
35 | |
36 | |
37 ##------------------------------ | |
38 ## Errors ????????????????????? | |
39 ##------------------------------ | |
40 | |
41 | |
42 ##------------------------------ | |
43 ## Constants | |
44 ##------------------------------ | |
45 topEnvC <- environment() | |
46 flagC <- "\n" | |
47 | |
48 | |
49 ##------------------------------ | |
50 ## Script | |
51 ##------------------------------ | |
52 if(!runExampleL) | |
53 argLs <- parseCommandArgs(evaluate=FALSE) | |
54 | |
55 | |
56 ## Parameters Loading | |
57 ##------------------- | |
58 # Inputs | |
59 data <- read.table(argLs[["dataMatrix"]],check.names=FALSE,header=TRUE,sep="\t") | |
60 rownames(data) <- data[,1] | |
61 data <- data[,-1] | |
62 | |
63 scaling <- argLs[["scalingMethod"]] | |
64 graphique <- argLs[["graphType"]] | |
65 | |
66 if (scaling=='PQN') | |
67 { | |
68 metadataSample <- read.table(argLs[["sampleMetadata"]],check.names=FALSE,header=TRUE,sep="\t") | |
69 factor<- argLs[["factor"]] | |
70 ControlGroup <- argLs[["controlGroup"]] | |
71 } | |
72 if (scaling=='QuantitativeVariable') | |
73 { | |
74 metadataSample <- read.table(argLs[["sampleMetadata"]],check.names=FALSE,header=TRUE,sep="\t") | |
75 factor <- argLs[["factor"]] | |
76 } | |
77 | |
78 # Outputs | |
79 nomGraphe <- argLs[["graphOut"]] | |
80 dataMatrixOut <- argLs[["dataMatrixOut"]] | |
81 log <- argLs[["logOut"]] | |
82 | |
83 ## Checking arguments | |
84 ##------------------- | |
85 error.stock <- "\n" | |
86 | |
87 if(length(error.stock) > 1) | |
88 stop(error.stock) | |
89 | |
90 | |
91 ## Computation | |
92 ##------------ | |
93 NormalizationResults <- NmrNormalization(dataMatrix=data,scalingMethod=scaling,sampleMetadata=metadataSample, | |
94 bioFactor=factor,ControlGroup=ControlGroup, | |
95 graph=graphique,nomFichier=nomGraphe,savLog.txtC=log) | |
96 | |
97 data_normalized <- NormalizationResults[[1]] | |
98 | |
99 | |
100 ## Graphical outputs | |
101 ##------------------ | |
102 if (graphique != "None") | |
103 { | |
104 # Graphic Device opening | |
105 pdf(nomGraphe,onefile=TRUE) | |
106 | |
107 if (graphique == "Overlay") | |
108 { | |
109 # Global spectral window | |
110 spectra <- data.frame(t(data_normalized)) | |
111 drawSpec(spectra,xlab="", ylab="Intensity", main="") | |
112 } | |
113 else | |
114 { | |
115 for (i in 1:ncol(data_normalized)) | |
116 { | |
117 spectra <- t(data_normalized[,i]) | |
118 drawSpec(spectra,xlab="", ylab="Intensity", main=colnames(data_normalized)[i]) | |
119 } | |
120 } | |
121 dev.off() | |
122 } | |
123 | |
124 | |
125 ## Saving | |
126 ##------- | |
127 # Data | |
128 data_normalized <- cbind(rownames(data_normalized),data_normalized) | |
129 colnames(data_normalized) <- c("Bucket",colnames(data_normalized)[-1]) | |
130 write.table(data_normalized,file=argLs$dataMatrixOut,quote=FALSE,row.names=FALSE,sep="\t") | |
131 | |
132 | |
133 ## Ending | |
134 ##--------------------- | |
135 cat("\nEnd of 'Normalization' Galaxy module call: ", as.character(Sys.time()), sep = "") | |
136 | |
137 options(stringsAsFactors = strAsFacL) | |
138 | |
139 rm(list = ls()) |