Mercurial > repos > lecorguille > xcms_xcmsset
annotate lib.r @ 8:53923784176c draft
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 960f403303e1691bdd6137c46895feb333b36a82
author | lecorguille |
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date | Mon, 04 Jul 2016 08:45:48 -0400 |
parents | 0888f7ef739a |
children | 91311aa08cdc |
rev | line source |
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0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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1 # lib.r version="2.0.1" |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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2 #Authors ABiMS TEAM |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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3 #Lib.r for Galaxy Workflow4Metabo |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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4 #version 2.2 |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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5 #Based on lib.r 2.1 |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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6 #Modifications made by Guitton Yann |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
parents:
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7 #correct bug in Base Peak Chromatogram (BPC) option, not only TIC when scanrange used in xcmsSet |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
parents:
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8 #Note if scanrange is used a warning is prompted in R console but do not stop PDF generation |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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9 |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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10 |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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11 |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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12 |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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13 #@author Y. Guitton |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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14 getBPC <- function(file,rtcor=NULL, ...) { |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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15 object <- xcmsRaw(file) |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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16 sel <- profRange(object, ...) |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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17 cbind(if (is.null(rtcor)) object@scantime[sel$scanidx] else rtcor ,xcms:::colMax(object@env$profile[sel$massidx,sel$scanidx,drop=FALSE])) |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
parents:
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18 #plotChrom(xcmsRaw(file), base=T) |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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19 } |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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20 |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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21 #@author Y. Guitton |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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22 getBPCs <- function (xcmsSet=NULL, pdfname="BPCs.pdf",rt=c("raw","corrected"), scanrange=NULL) { |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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23 cat("Creating BIC pdf...\n") |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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24 |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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25 if (is.null(xcmsSet)) { |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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26 cat("Enter an xcmsSet \n") |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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27 stop() |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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28 } else { |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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29 files <- filepaths(xcmsSet) |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
parents:
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30 } |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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31 |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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32 class<-as.vector(levels(xcmsSet@phenoData[,1])) #sometime phenoData have more than 1 column use first as class |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
parents:
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33 |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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34 classnames<-vector("list",length(class)) |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
parents:
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35 for (i in 1:length(class)){ |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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36 classnames[[i]]<-which( xcmsSet@phenoData[,1]==class[i]) |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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37 } |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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38 |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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39 N <- dim(phenoData(xcmsSet))[1] |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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40 |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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41 TIC <- vector("list",N) |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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42 |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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43 |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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44 for (j in 1:N) { |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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45 |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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46 TIC[[j]] <- getBPC(files[j]) |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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47 #good for raw |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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48 # seems strange for corrected |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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49 #errors if scanrange used in xcmsSetgeneration |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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50 if (!is.null(xcmsSet) && rt == "corrected") |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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51 rtcor <- xcmsSet@rt$corrected[[j]] else |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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52 rtcor <- NULL |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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53 |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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54 TIC[[j]] <- getBPC(files[j],rtcor=rtcor) |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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55 # TIC[[j]][,1]<-rtcor |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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56 } |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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57 |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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58 |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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59 |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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60 pdf(pdfname,w=16,h=10) |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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61 cols <- rainbow(N) |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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62 lty = 1:N |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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63 pch = 1:N |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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64 #search for max x and max y in BPCs |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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65 xlim = range(sapply(TIC, function(x) range(x[,1]))) |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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66 ylim = range(sapply(TIC, function(x) range(x[,2]))) |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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67 ylim = c(-ylim[2], ylim[2]) |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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68 |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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69 |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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70 ##plot start |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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71 |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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72 if (length(class)>2){ |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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73 for (k in 1:(length(class)-1)){ |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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74 for (l in (k+1):length(class)){ |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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75 #print(paste(class[k],"vs",class[l],sep=" ")) |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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76 plot(0, 0, type="n", xlim = xlim/60, ylim = ylim, main = paste("Base Peak Chromatograms \n","BPCs_",class[k]," vs ",class[l], sep=""), xlab = "Retention Time (min)", ylab = "BPC") |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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77 colvect<-NULL |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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78 for (j in 1:length(classnames[[k]])) { |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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79 tic <- TIC[[classnames[[k]][j]]] |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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80 # points(tic[,1]/60, tic[,2], col = cols[i], pch = pch[i], type="l") |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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81 points(tic[,1]/60, tic[,2], col = cols[classnames[[k]][j]], pch = pch[classnames[[k]][j]], type="l") |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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82 colvect<-append(colvect,cols[classnames[[k]][j]]) |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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83 } |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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84 for (j in 1:length(classnames[[l]])) { |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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85 # i=class2names[j] |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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86 tic <- TIC[[classnames[[l]][j]]] |
0888f7ef739a
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
lecorguille
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87 points(tic[,1]/60, -tic[,2], col = cols[classnames[[l]][j]], pch = pch[classnames[[l]][j]], type="l") |
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88 colvect<-append(colvect,cols[classnames[[l]][j]]) |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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89 } |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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90 legend("topright",paste(basename(files[c(classnames[[k]],classnames[[l]])])), col = colvect, lty = lty, pch = pch) |
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91 } |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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92 } |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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93 }#end if length >2 |
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94 |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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95 if (length(class)==2){ |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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96 k=1 |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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97 l=2 |
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98 colvect<-NULL |
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99 plot(0, 0, type="n", xlim = xlim/60, ylim = ylim, main = paste("Base Peak Chromatograms \n","BPCs_",class[k],"vs",class[l], sep=""), xlab = "Retention Time (min)", ylab = "BPC") |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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100 |
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101 for (j in 1:length(classnames[[k]])) { |
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102 |
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103 tic <- TIC[[classnames[[k]][j]]] |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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104 # points(tic[,1]/60, tic[,2], col = cols[i], pch = pch[i], type="l") |
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105 points(tic[,1]/60, tic[,2], col = cols[classnames[[k]][j]], pch = pch[classnames[[k]][j]], type="l") |
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106 colvect<-append(colvect,cols[classnames[[k]][j]]) |
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107 } |
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108 for (j in 1:length(classnames[[l]])) { |
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109 # i=class2names[j] |
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110 tic <- TIC[[classnames[[l]][j]]] |
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111 points(tic[,1]/60, -tic[,2], col = cols[classnames[[l]][j]], pch = pch[classnames[[l]][j]], type="l") |
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112 colvect<-append(colvect,cols[classnames[[l]][j]]) |
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113 } |
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114 legend("topright",paste(basename(files[c(classnames[[k]],classnames[[l]])])), col = colvect, lty = lty, pch = pch) |
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115 |
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116 }#end length ==2 |
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117 |
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118 dev.off() #pdf(pdfname,w=16,h=10) |
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119 |
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120 invisible(TIC) |
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121 } |
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122 |
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123 |
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124 |
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125 #@author Y. Guitton |
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126 getTIC <- function(file,rtcor=NULL) { |
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127 object <- xcmsRaw(file) |
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128 cbind(if (is.null(rtcor)) object@scantime else rtcor, rawEIC(object,mzrange=range(object@env$mz))$intensity) |
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129 } |
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130 |
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131 ## |
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132 ## overlay TIC from all files in current folder or from xcmsSet, create pdf |
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133 ## |
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134 #@author Y. Guitton |
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135 getTICs <- function(xcmsSet=NULL,files=NULL, pdfname="TICs.pdf",rt=c("raw","corrected")) { |
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136 cat("Creating TIC pdf...\n") |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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137 |
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138 if (is.null(xcmsSet)) { |
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139 filepattern <- c("[Cc][Dd][Ff]", "[Nn][Cc]", "([Mm][Zz])?[Xx][Mm][Ll]", "[Mm][Zz][Dd][Aa][Tt][Aa]", "[Mm][Zz][Mm][Ll]") |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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140 filepattern <- paste(paste("\\.", filepattern, "$", sep = ""), collapse = "|") |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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141 if (is.null(files)) |
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142 files <- getwd() |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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143 info <- file.info(files) |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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144 listed <- list.files(files[info$isdir], pattern = filepattern, recursive = TRUE, full.names = TRUE) |
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145 files <- c(files[!info$isdir], listed) |
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146 } else { |
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147 files <- filepaths(xcmsSet) |
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148 } |
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149 |
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150 class<-as.vector(levels(xcmsSet@phenoData[,1])) #sometime phenoData have more than 1 column use first as class |
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151 |
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152 classnames<-vector("list",length(class)) |
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153 for (i in 1:length(class)){ |
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154 classnames[[i]]<-which( xcmsSet@phenoData[,1]==class[i]) |
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155 } |
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156 |
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157 N <- length(files) |
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158 TIC <- vector("list",N) |
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159 |
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160 for (i in 1:N) { |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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161 if (!is.null(xcmsSet) && rt == "corrected") |
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162 rtcor <- xcmsSet@rt$corrected[[i]] else |
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163 rtcor <- NULL |
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164 TIC[[i]] <- getTIC(files[i],rtcor=rtcor) |
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165 } |
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166 |
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167 pdf(pdfname,w=16,h=10) |
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168 cols <- rainbow(N) |
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169 lty = 1:N |
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170 pch = 1:N |
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171 #search for max x and max y in TICs |
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172 xlim = range(sapply(TIC, function(x) range(x[,1]))) |
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173 ylim = range(sapply(TIC, function(x) range(x[,2]))) |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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174 ylim = c(-ylim[2], ylim[2]) |
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175 |
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176 |
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177 ##plot start |
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178 if (length(class)>2){ |
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179 for (k in 1:(length(class)-1)){ |
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180 for (l in (k+1):length(class)){ |
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181 #print(paste(class[k],"vs",class[l],sep=" ")) |
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182 plot(0, 0, type="n", xlim = xlim/60, ylim = ylim, main = paste("Total Ion Chromatograms \n","TICs_",class[k]," vs ",class[l], sep=""), xlab = "Retention Time (min)", ylab = "TIC") |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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183 colvect<-NULL |
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184 for (j in 1:length(classnames[[k]])) { |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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185 |
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186 tic <- TIC[[classnames[[k]][j]]] |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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187 # points(tic[,1]/60, tic[,2], col = cols[i], pch = pch[i], type="l") |
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188 points(tic[,1]/60, tic[,2], col = cols[classnames[[k]][j]], pch = pch[classnames[[k]][j]], type="l") |
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189 colvect<-append(colvect,cols[classnames[[k]][j]]) |
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190 } |
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191 for (j in 1:length(classnames[[l]])) { |
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192 # i=class2names[j] |
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193 tic <- TIC[[classnames[[l]][j]]] |
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194 points(tic[,1]/60, -tic[,2], col = cols[classnames[[l]][j]], pch = pch[classnames[[l]][j]], type="l") |
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195 colvect<-append(colvect,cols[classnames[[l]][j]]) |
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196 } |
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197 legend("topright",paste(basename(files[c(classnames[[k]],classnames[[l]])])), col = colvect, lty = lty, pch = pch) |
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198 } |
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199 } |
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200 }#end if length >2 |
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201 if (length(class)==2){ |
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202 k=1 |
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203 l=2 |
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204 |
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205 plot(0, 0, type="n", xlim = xlim/60, ylim = ylim, main = paste("Total Ion Chromatograms \n","TICs_",class[k],"vs",class[l], sep=""), xlab = "Retention Time (min)", ylab = "TIC") |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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206 colvect<-NULL |
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207 for (j in 1:length(classnames[[k]])) { |
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208 tic <- TIC[[classnames[[k]][j]]] |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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209 # points(tic[,1]/60, tic[,2], col = cols[i], pch = pch[i], type="l") |
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210 points(tic[,1]/60, tic[,2], col = cols[classnames[[k]][j]], pch = pch[classnames[[k]][j]], type="l") |
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211 colvect<-append(colvect,cols[classnames[[k]][j]]) |
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212 } |
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213 for (j in 1:length(classnames[[l]])) { |
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214 # i=class2names[j] |
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215 tic <- TIC[[classnames[[l]][j]]] |
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216 points(tic[,1]/60, -tic[,2], col = cols[classnames[[l]][j]], pch = pch[classnames[[l]][j]], type="l") |
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217 colvect<-append(colvect,cols[classnames[[l]][j]]) |
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218 } |
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219 legend("topright",paste(basename(files[c(classnames[[k]],classnames[[l]])])), col = colvect, lty = lty, pch = pch) |
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220 |
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221 }#end length ==2 |
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222 dev.off() #pdf(pdfname,w=16,h=10) |
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223 |
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224 invisible(TIC) |
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225 } |
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226 |
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227 |
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228 |
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229 ## |
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230 ## Get the polarities from all the samples of a condition |
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231 #@author Misharl Monsoor misharl.monsoor@sb-roscoff.fr ABiMS TEAM |
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232 #@author Gildas Le Corguille lecorguille@sb-roscoff.fr ABiMS TEAM |
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233 getSampleMetadata <- function(xcmsSet=NULL, sampleMetadataOutput="sampleMetadata.tsv") { |
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234 cat("Creating the sampleMetadata file...\n") |
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235 |
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236 #Create the sampleMetada dataframe |
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237 sampleMetadata=xset@phenoData |
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238 sampleNamesOrigin=rownames(sampleMetadata) |
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239 sampleNamesMakeNames=make.names(sampleNamesOrigin) |
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240 |
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241 if (any(duplicated(sampleNamesMakeNames))) { |
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242 write("\n\nERROR: Usually, R has trouble to deal with special characters in its column names, so it rename them using make.names().\nIn your case, at least two columns after the renaming obtain the same name, thus XCMS will collapse those columns per name.", stderr()) |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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243 for (sampleName in sampleNamesOrigin) { |
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244 write(paste(sampleName,"\t->\t",make.names(sampleName)),stderr()) |
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245 } |
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246 stop("\n\nERROR: One or more of your files will not be import by xcmsSet. It may due to bad characters in their filenames.") |
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247 } |
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248 |
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249 if (!all(sampleNamesOrigin == sampleNamesMakeNames)) { |
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250 cat("\n\nWARNING: Usually, R has trouble to deal with special characters in its column names, so it rename them using make.names()\nIn your case, one or more sample names will be renamed in the sampleMetadata and dataMatrix files:\n") |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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251 for (sampleName in sampleNamesOrigin) { |
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252 cat(paste(sampleName,"\t->\t",make.names(sampleName),"\n")) |
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253 } |
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254 } |
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255 |
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256 sampleMetadata$sampleMetadata=sampleNamesMakeNames |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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257 sampleMetadata=cbind(sampleMetadata["sampleMetadata"],sampleMetadata["class"]) #Reorder columns |
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258 rownames(sampleMetadata)=NULL |
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259 |
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260 #Create a list of files name in the current directory |
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261 list_files=xset@filepaths |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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262 #For each sample file, the following actions are done |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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263 for (file in list_files){ |
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264 #Check if the file is in the CDF format |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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265 if (!mzR:::netCDFIsFile(file)){ |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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266 |
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267 # If the column isn't exist, with add one filled with NA |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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268 if (is.null(sampleMetadata$polarity)) sampleMetadata$polarity=NA |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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269 |
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270 #Create a simple xcmsRaw object for each sample |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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271 xcmsRaw=xcmsRaw(file) |
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272 #Extract the polarity (a list of polarities) |
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273 polarity=xcmsRaw@polarity |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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274 #Verify if all the scans have the same polarity |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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275 uniq_list=unique(polarity) |
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276 if (length(uniq_list)>1){ |
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277 polarity="mixed" |
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278 } else { |
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279 polarity=as.character(uniq_list) |
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280 } |
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281 #Transforms the character to obtain only the sample name |
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282 filename=basename(file) |
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283 library(tools) |
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284 samplename=file_path_sans_ext(filename) |
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285 |
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286 #Set the polarity attribute |
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287 sampleMetadata$polarity[sampleMetadata$sampleMetadata==samplename]=polarity |
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288 |
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289 #Delete xcmsRaw object because it creates a bug for the fillpeaks step |
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290 rm(xcmsRaw) |
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291 } |
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292 |
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293 } |
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294 |
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295 write.table(sampleMetadata, sep="\t", quote=FALSE, row.names=FALSE, file=sampleMetadataOutput) |
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296 |
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297 return(list("sampleNamesOrigin"=sampleNamesOrigin,"sampleNamesMakeNames"=sampleNamesMakeNames)) |
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298 |
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299 } |
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300 |
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301 |
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302 ## |
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303 ## This function check if xcms will found all the files |
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304 ## |
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305 #@author Gildas Le Corguille lecorguille@sb-roscoff.fr ABiMS TEAM |
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306 checkFilesCompatibilityWithXcms <- function(directory) { |
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307 cat("Checking files filenames compatibilities with xmcs...\n") |
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308 # WHAT XCMS WILL FIND |
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309 filepattern <- c("[Cc][Dd][Ff]", "[Nn][Cc]", "([Mm][Zz])?[Xx][Mm][Ll]","[Mm][Zz][Dd][Aa][Tt][Aa]", "[Mm][Zz][Mm][Ll]") |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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310 filepattern <- paste(paste("\\.", filepattern, "$", sep = ""),collapse = "|") |
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311 info <- file.info(directory) |
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312 listed <- list.files(directory[info$isdir], pattern = filepattern,recursive = TRUE, full.names = TRUE) |
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313 files <- c(directory[!info$isdir], listed) |
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314 files_abs <- file.path(getwd(), files) |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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315 exists <- file.exists(files_abs) |
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316 files[exists] <- files_abs[exists] |
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317 files[exists] <- sub("//","/",files[exists]) |
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318 |
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319 # WHAT IS ON THE FILESYSTEM |
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320 filesystem_filepaths=system(paste("find $PWD/",directory," -not -name '\\.*' -not -path '*conda-env*' -type f -name \"*\"", sep=""), intern=T) |
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321 filesystem_filepaths=filesystem_filepaths[grep(filepattern, filesystem_filepaths, perl=T)] |
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322 |
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323 # COMPARISON |
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324 if (!is.na(table(filesystem_filepaths %in% files)["FALSE"])) { |
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325 write("\n\nERROR: List of the files which will not be imported by xcmsSet",stderr()) |
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326 write(filesystem_filepaths[!(filesystem_filepaths %in% files)],stderr()) |
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327 stop("\n\nERROR: One or more of your files will not be import by xcmsSet. It may due to bad characters in their filenames.") |
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328 |
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329 } |
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330 } |
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331 |
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332 |
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333 |
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334 ## |
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335 ## This function check if XML contains special caracters. It also checks integrity and completness. |
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336 ## |
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337 #@author Misharl Monsoor misharl.monsoor@sb-roscoff.fr ABiMS TEAM |
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338 checkXmlStructure <- function (directory) { |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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339 cat("Checking XML structure...\n") |
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340 |
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341 cmd=paste("IFS=$'\n'; for xml in $(find",directory,"-not -name '\\.*' -not -path '*conda-env*' -type f -iname '*.*ml*'); do if [ $(xmllint --nonet --noout \"$xml\" 2> /dev/null; echo $?) -gt 0 ]; then echo $xml;fi; done;") |
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342 capture=system(cmd,intern=TRUE) |
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343 |
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344 if (length(capture)>0){ |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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345 #message=paste("The following mzXML or mzML file is incorrect, please check these files first:",capture) |
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346 write("\n\nERROR: The following mzXML or mzML file(s) are incorrect, please check these files first:", stderr()) |
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347 write(capture, stderr()) |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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348 stop("ERROR: xcmsSet cannot continue with incorrect mzXML or mzML files") |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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349 } |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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350 |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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351 } |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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352 |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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353 |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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354 ## |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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355 ## This function check if XML contain special characters |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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356 ## |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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357 #@author Misharl Monsoor misharl.monsoor@sb-roscoff.fr ABiMS TEAM |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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358 deleteXmlBadCharacters<- function (directory) { |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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359 cat("Checking Non ASCII characters in the XML...\n") |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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360 |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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361 processed=F |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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362 l=system( paste("find",directory, "-not -name '\\.*' -not -path '*conda-env*' -type f -iname '*.*ml*'"),intern=TRUE) |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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363 for (i in l){ |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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364 cmd=paste("LC_ALL=C grep '[^ -~]' \"",i,"\"",sep="") |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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365 capture=suppressWarnings(system(cmd,intern=TRUE)) |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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366 if (length(capture)>0){ |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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367 cmd=paste("perl -i -pe 's/[^[:ascii:]]//g;'",i) |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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368 print( paste("WARNING: Non ASCII characters have been removed from the ",i,"file") ) |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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369 c=system(cmd,intern=TRUE) |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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370 capture="" |
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371 processed=T |
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372 } |
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373 } |
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374 if (processed) cat("\n\n") |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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375 return(processed) |
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376 } |
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377 |
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378 |
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379 ## |
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380 ## This function will compute MD5 checksum to check the data integrity |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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381 ## |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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382 #@author Gildas Le Corguille lecorguille@sb-roscoff.fr |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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383 getMd5sum <- function (directory) { |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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384 cat("Compute md5 checksum...\n") |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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385 # WHAT XCMS WILL FIND |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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386 filepattern <- c("[Cc][Dd][Ff]", "[Nn][Cc]", "([Mm][Zz])?[Xx][Mm][Ll]","[Mm][Zz][Dd][Aa][Tt][Aa]", "[Mm][Zz][Mm][Ll]") |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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387 filepattern <- paste(paste("\\.", filepattern, "$", sep = ""),collapse = "|") |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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388 info <- file.info(directory) |
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389 listed <- list.files(directory[info$isdir], pattern = filepattern,recursive = TRUE, full.names = TRUE) |
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390 files <- c(directory[!info$isdir], listed) |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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391 exists <- file.exists(files) |
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planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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392 files <- files[exists] |
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393 |
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394 library(tools) |
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395 |
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396 #cat("\n\n") |
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397 |
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398 return(as.matrix(md5sum(files))) |
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399 } |
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400 |