Mercurial > repos > sblanck > mpagenomics

annotate selectionExtracted.R @ 4:3fcbb8030fcc draft

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"planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 40eda5ea3551e8b3bae32d0a8f405fe90ef22646-dirty"
author sblanck
date Mon, 12 Apr 2021 14:47:09 +0000
parents 4d539083cf7f
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4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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1 #!/usr/bin/env Rscript
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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2 # setup R error handling to go to stderr
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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3 options( show.error.messages=F, error = function () { cat( geterrmessage(), file=stderr() ); q( "no", 1, F ) } )
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4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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5 # we need that to not crash galaxy with an UTF8 error on German LC settings.
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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6 loc <- Sys.setlocale("LC_MESSAGES", "en_US.UTF-8")
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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8 library("optparse")
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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10 ##### Read options
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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11 option_list=list(
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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12 make_option("--input",type="character",default=NULL, dest="input"),
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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13 make_option("--output",type="character",default=NULL, dest="output"),
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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14 make_option("--new_file_path",type="character",default=NULL, dest="new_file_path"),
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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15 make_option("--response",type="character",default=NULL, dest="response"),
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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16 make_option("--loss",type="character",default=NULL, dest="loss"),
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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17 make_option("--folds",type="character",default=NULL, dest="folds"),
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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18 make_option("--outputlog",type="character",default=NULL, dest="outputlog"),
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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19 make_option("--log",type="character",default=NULL, dest="log")
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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20 );
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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22 opt_parser = OptionParser(option_list=option_list);
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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23 opt = parse_args(opt_parser);
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25 if(is.null(opt$input)){
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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26 print_help(opt_parser)
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27 stop("input required.", call.=FALSE)
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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28 }
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4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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30 #loading libraries
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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33 input=opt$input
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34 response=opt$response
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35 output=opt$output
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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36 tmp_dir=opt$new_file_path
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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37 nbFolds=as.numeric(opt$folds)
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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38 loss=opt$loss
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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39 log=opt$log
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40 outputlog=opt$outputlog
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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43 #args<-commandArgs(TRUE)
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44 #
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45 #input=args[1]
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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46 #response=args[2]
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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47 #tmp_dir=args[3]
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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48 #nbFolds=as.numeric(args[4])
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49 #loss=args[5]
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50 #output=args[6]
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51
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52 library(MPAgenomics)
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53 workdir=file.path(tmp_dir)
3fcbb8030fcc "planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 40eda5ea3551e8b3bae32d0a8f405fe90ef22646-dirty"
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54 if (!dir.exists(workdir))
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55 dir.create(workdir, showWarnings = TRUE, recursive = TRUE)
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56 setwd(workdir)
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57
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58 if (outputlog){
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59 sinklog <- file(log, open = "wt")
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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60 sink(sinklog ,type = "output")
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61 sink(sinklog, type = "message")
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62 }
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63
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64 CN=read.table(input,header=TRUE,check.names=FALSE)
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65 drops=c("chromosome","position","probeName")
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66 CNsignal=CN[,!(names(CN)%in% drops)]
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67 samples=names(CNsignal)
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68 CNsignalMatrix=t(data.matrix(CNsignal))
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69 resp=read.table(response,header=TRUE,sep=",")
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70 listOfFile=resp[[1]]
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71 responseValue=resp[[2]]
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72 index = match(listOfFile,rownames(CNsignalMatrix))
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73 responseValueOrder=responseValue[index]
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74
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75 result=variableSelection(CNsignalMatrix,responseValueOrder,nbFolds=nbFolds,loss=loss,plot=FALSE)
0
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77 CNsignalResult=CN[result$markers.index,(names(CN)%in% drops)]
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78
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79 CNsignalResult["coefficient"]=result$coefficient
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80 CNsignalResult["index"]=result$markers.index
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81
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82 if (outputlog){
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83 sink(type="output")
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
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84 sink(type="message")
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
sblanck
parents:
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85 close(sinklog)
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
sblanck
parents:
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86 }
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
sblanck
parents:
diff changeset
87
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
sblanck
parents:
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88 #sink(output)
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
sblanck
parents:
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89 #print(format(CNsignalResult),row.names=FALSE)
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
sblanck
parents:
diff changeset
90 #sink()
4d539083cf7f planemo upload for repository https://github.com/sblanck/MPAgenomics4Galaxy/tree/master/mpagenomics_wrappers commit 689d0d8dc899a683ee18700ef385753559850233-dirty
sblanck
parents:
diff changeset
91 write.table(CNsignalResult,output,row.names = FALSE, quote=FALSE, sep = "\t")