Mercurial > repos > lecorguille > xcms_summary
annotate xcms_summary.r @ 15:97ca0321931b draft
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
author | lecorguille |
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date | Tue, 18 Sep 2018 16:14:05 -0400 |
parents | a5347d57899f |
children | 46be2c523a7f |
rev | line source |
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ca7c9a6da2c6
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 83b80dcd96b379518c2e4ace992affc889d32ca6
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1 #!/usr/bin/env Rscript |
0 | 2 |
3 | |
4 | |
5 # ----- ARGUMENTS BLACKLIST ----- | |
6 #xcms.r | |
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97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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7 argBlacklist <- c("zipfile", "singlefile_galaxyPath", "singlefile_sampleName", "xfunction", "xsetRdataOutput", "sampleMetadataOutput", "ticspdf", "bicspdf", "rplotspdf") |
0 | 8 #CAMERA.r |
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97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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9 argBlacklist <- c(argBlacklist, "dataMatrixOutput", "variableMetadataOutput", "new_file_path") |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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10 |
0 | 11 |
12 # ----- PACKAGE ----- | |
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97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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13 cat("\tSESSION INFO\n") |
0 | 14 |
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97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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15 #Import the different functions |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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16 source_local <- function(fname){ argv <- commandArgs(trailingOnly=FALSE); base_dir <- dirname(substring(argv[grep("--file=", argv)], 8)); source(paste(base_dir, fname, sep="/")) } |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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17 source_local("lib.r") |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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18 source_local("lib-xcms3.x.x.r") |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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19 |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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20 pkgs <- c("CAMERA","batch") |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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21 loadAndDisplayPackages(pkgs) |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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22 cat("\n\n"); |
0 | 23 |
24 | |
25 # ----- FUNCTION ----- | |
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97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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26 writehtml <- function(...) { cat(...,"\n", file=htmlOutput,append = TRUE,sep="") } |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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27 writeraw <- function(htmlOutput, object, open="at") { |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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28 log_file <- file(htmlOutput, open = open) |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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29 sink(log_file) |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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30 sink(log_file, type = "output") |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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31 print(object) |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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32 sink() |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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33 close(log_file) |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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34 } |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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35 getSampleNames <- function(xobject) { |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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36 if (class(xobject) == "xcmsSet") |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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37 return (sampnames(xobject)) |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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38 if (class(xobject) == "XCMSnExp") |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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39 return (xobject@phenoData@data$sample_name) |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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40 } |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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41 getFilePaths <- function(xobject) { |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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42 if (class(xobject) == "xcmsSet") |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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43 return (xobject@filepaths) |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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44 if (class(xobject) == "XCMSnExp") |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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45 return (fileNames(xobject)) |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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46 } |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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47 equalParams <- function(param1, param2) { |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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48 writeraw("param1.txt", param1, open="wt") |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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49 writeraw("param2.txt", param2, open="wt") |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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50 return(tools::md5sum("param1.txt") == tools::md5sum("param2.txt")) |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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51 } |
0 | 52 |
53 | |
54 # ----- ARGUMENTS ----- | |
55 | |
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97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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56 args <- parseCommandArgs(evaluate=FALSE) #interpretation of arguments given in command line as an R list of objects |
0 | 57 |
58 | |
59 # ----- ARGUMENTS PROCESSING ----- | |
60 | |
61 #image is an .RData file necessary to use xset variable given by previous tools | |
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97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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62 load(args$image); |
0 | 63 |
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97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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64 htmlOutput <- "summary.html" |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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65 if (!is.null(args$htmlOutput)) htmlOutput = args$htmlOutput; |
0 | 66 |
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97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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67 user_email <- NULL |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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68 if (!is.null(args$user_email)) user_email = args$user_email; |
0 | 69 |
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97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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70 # if the RData come from XCMS 1.x |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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71 if (exists("xset")) xobject <- xset |
0 | 72 # retrocompatability |
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97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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73 if (!exists("sampleNamesList")) sampleNamesList <- list("sampleNamesMakeNames"=make.names(sampnames(xobject))) |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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74 # if the RData come from CAMERA |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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75 if (exists("xa")) xobject <- xa@xcmsSet |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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76 # if the RData come from XCMS 3.x |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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77 if (exists("xdata")) xobject <- xdata |
0 | 78 |
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97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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79 if (!exists("xobject")) stop("You need at least a xdata, a xset or a xa object.") |
0 | 80 |
81 | |
82 | |
83 # ----- MAIN PROCESSING INFO ----- | |
84 writehtml("<!DOCTYPE html>") | |
85 writehtml("<HTML lang='en'>") | |
86 | |
87 writehtml("<HEAD>") | |
88 writehtml("<meta http-equiv='Content-Type' content='text/html; charset=UTF-8' />") | |
89 | |
90 writehtml("<title>[W4M] XCMS analysis summary</title>") | |
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27e7da5f6848
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit a6f5f18b3d6130f7d7fbb9f2df856838c6217797
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91 |
0 | 92 writehtml("<style>") |
93 writehtml("table, tr, td, th { border: 1px solid #000000; border-collapse:collapse; }") | |
94 writehtml("td,th { padding: 5px; padding-right: 12px; }") | |
95 writehtml("th { background: #898989; text-align:left;color: white;}") | |
96 writehtml("h2 { color: #FFA212; }") | |
97 writehtml("ul li { margin-bottom:10px; }") | |
98 writehtml("</style>") | |
99 writehtml("</HEAD>") | |
100 | |
101 writehtml("<BODY>") | |
102 writehtml("<div><h1>___ XCMS analysis summary using Workflow4Metabolomics ___</h1>") | |
103 # to pass the planemo shed_test | |
104 if (user_email != "test@bx.psu.edu") { | |
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97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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105 if (!is.null(user_email)) writehtml("By: ", user_email," - ") |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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106 writehtml("Date: ", format(Sys.time(), "%y%m%d-%H:%M:%S")) |
0 | 107 } |
108 writehtml("</div>") | |
109 | |
110 writehtml("<h2>Samples used:</h2>") | |
111 writehtml("<div><table>") | |
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97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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112 if (all(getSampleNames(xobject) == sampleNamesList$sampleNamesMakeNames)) { |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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113 sampleNameHeaderHtml <- paste0("<th>sample</th>") |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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114 sampleNameHtml <- paste0("<td>",getSampleNames(xobject),"</td>") |
0 | 115 } else { |
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97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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116 sampleNameHeaderHtml <- paste0("<th>sample</th><th>sample renamed</th>") |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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117 sampleNameHtml <- paste0("<td>",getSampleNames(xobject),"</td><td>",sampleNamesList$sampleNamesMakeNames,"</td>") |
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27e7da5f6848
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit a6f5f18b3d6130f7d7fbb9f2df856838c6217797
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118 } |
27e7da5f6848
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit a6f5f18b3d6130f7d7fbb9f2df856838c6217797
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119 |
0 | 120 if (!exists("md5sumList")) { |
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97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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121 md5sumHeaderHtml <- "" |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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122 md5sumHtml <- "" |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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123 md5sumLegend <- "" |
2 | 124 } else if (is.null(md5sumList$removalBadCharacters)) { |
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97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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125 md5sumHeaderHtml <- paste0("<th>md5sum<sup>*</sup></th>") |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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126 md5sumHtml <- paste0("<td>",md5sumList$origin,"</td>") |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
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127 md5sumLegend <- "<br/><sup>*</sup>The program md5sum is designed to verify data integrity. So you can check if the data were uploaded correctly or if the data were changed during the process." |
0 | 128 } else { |
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97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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129 md5sumHeaderHtml <- paste0("<th>md5sum<sup>*</sup></th><th>md5sum<sup>**</sup> after bad characters removal</th>") |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
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130 md5sumHtml <- paste0("<td>",md5sumList$origin,"</td><td>",md5sumList$removalBadCharacters,"</td>") |
97ca0321931b
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 9f72e947d9c241d11221cad561f3525d27231857
lecorguille
parents:
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131 md5sumLegend <- "<br/><sup>*</sup>The program md5sum is designed to verify data integrity. So you can check if the data were uploaded correctly or if the data were changed during the process.<br/><sup>**</sup>Because some bad characters (eg: accent) were removed from your original file, the checksum have changed too.<br/>" |
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a5347d57899f
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 4897a06ef248e2e74e57a496dd68adbda3c828f1
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132 } |
a5347d57899f
planemo upload for repository https://github.com/workflow4metabolomics/xcms commit 4897a06ef248e2e74e57a496dd68adbda3c828f1
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133 |
0 | 134 writehtml("<tr>",sampleNameHeaderHtml,"<th>filename</th>",md5sumHeaderHtml,"</tr>") |
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135 writehtml(paste0("<tr>",sampleNameHtml,"<td>",getFilePaths(xobject),"</td>",md5sumHtml,"</tr>")) |
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136 |
0 | 137 writehtml("</table>") |
138 writehtml(md5sumLegend) | |
139 writehtml("</div>") | |
140 | |
141 writehtml("<h2>Function launched:</h2>") | |
142 writehtml("<div><table>") | |
143 writehtml("<tr><th>timestamp<sup>***</sup></th><th>function</th><th>argument</th><th>value</th></tr>") | |
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144 # XCMS 3.x |
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145 if (class(xobject) == "XCMSnExp") { |
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146 xcmsFunction <- NULL |
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147 params <- NULL |
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148 for (processHistoryItem in processHistory(xobject)) { |
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149 if ((xcmsFunction == processType(processHistoryItem)) && equalParams(params, processParam(processHistoryItem))) |
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150 next |
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151 timestamp <- processDate(processHistoryItem) |
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152 xcmsFunction <- processType(processHistoryItem) |
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153 params <- processParam(processHistoryItem) |
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154 writehtml("<tr><td>",timestamp,"</td><td>",xcmsFunction,"</td><td colspan='2'><pre>") |
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155 writeraw(htmlOutput, params) |
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156 writehtml("</pre></td></tr>") |
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157 } |
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158 } |
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159 # CAMERA and retrocompatability XCMS 1.x |
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160 if (exists("listOFlistArguments")) { |
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161 for(tool in names(listOFlistArguments)) { |
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162 listOFlistArgumentsDisplay <- listOFlistArguments[[tool]][!(names(listOFlistArguments[[tool]]) %in% argBlacklist)] |
0 | 163 |
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164 timestamp <- strsplit(tool,"_")[[1]][1] |
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165 xcmsFunction <- strsplit(tool,"_")[[1]][2] |
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166 writehtml("<tr><td rowspan='",length(listOFlistArgumentsDisplay),"'>",timestamp,"</td><td rowspan='",length(listOFlistArgumentsDisplay),"'>",xcmsFunction,"</td>") |
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167 line_begin <- "" |
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168 for (arg in names(listOFlistArgumentsDisplay)) { |
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169 writehtml(line_begin,"<td>",arg,"</td><td>",unlist(listOFlistArgumentsDisplay[arg][1]),"</td></tr>") |
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170 line_begin <- "<tr>" |
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171 } |
0 | 172 } |
173 } | |
174 writehtml("</table>") | |
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175 writehtml("<br/><sup>***</sup>timestamp format: DD MM dd hh:mm:ss YYYY or yymmdd-hh:mm:ss") |
0 | 176 writehtml("</div>") |
177 | |
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178 if (class(xobject) == "XCMSnExp") { |
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179 writehtml("<h2>Informations about the XCMSnExp object:</h2>") |
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180 |
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181 writehtml("<div><pre>") |
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182 writeraw(htmlOutput, xobject) |
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183 writehtml("</pre></div>") |
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184 } |
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185 |
0 | 186 writehtml("<h2>Informations about the xcmsSet object:</h2>") |
187 | |
188 writehtml("<div><pre>") | |
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189 # Get the legacy xcmsSet object |
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190 xset <- getxcmsSetObject(xobject) |
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191 writeraw(htmlOutput, xset) |
0 | 192 writehtml("</pre></div>") |
193 | |
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194 # CAMERA |
0 | 195 if (exists("xa")) { |
196 writehtml("<h2>Informations about the CAMERA object:</h2>") | |
197 | |
198 writehtml("<div>") | |
3 | 199 writehtml("Number of pcgroup: ",length(xa@pspectra)) |
0 | 200 writehtml("</div>") |
201 } | |
202 | |
203 writehtml("<h2>Citations:</h2>") | |
204 writehtml("<div><ul>") | |
205 writehtml("<li>To cite the <b>XCMS</b> package in publications use:") | |
206 writehtml("<ul>") | |
207 writehtml("<li>","Smith, C.A. and Want, E.J. and O'Maille, G. and Abagyan,R. and Siuzdak, G.XCMS: Processing mass spectrometry data for metabolite profiling using nonlinear peak alignment, matching and identification, Analytical Chemistry, 78:779-787 (2006)","</li>") | |
208 writehtml("<li>","Ralf Tautenhahn, Christoph Boettcher, Steffen Neumann: Highly sensitive feature detection for high resolution LC/MS BMC Bioinformatics, 9:504 (2008)","</li>") | |
209 writehtml("<li>","H. Paul Benton, Elizabeth J. Want and Timothy M. D. Ebbels Correction of mass calibration gaps in liquid chromatography-mass spectrometry metabolomics data Bioinformatics, 26:2488 (2010)","</li>") | |
210 writehtml("</ul>") | |
211 writehtml("</li>") | |
212 | |
213 writehtml("<li>To cite the <b>CAMERA</b> package in publications use:") | |
214 writehtml("<ul>") | |
215 writehtml("<li>","Kuhl, C., Tautenhahn, R., Boettcher, C., Larson, T. R. and Neumann,S. CAMERA: an integrated strategy for compound spectra extraction and annotation of liquid chromatography/mass spectrometry data sets. Analytical Chemistry, 84:283-289 (2012)","</li>") | |
216 writehtml("</ul>") | |
217 writehtml("</li>") | |
218 | |
219 writehtml("<li>To cite the <b>Workflow4Metabolimics (W4M)</b> project in publications use:") | |
220 writehtml("<ul>") | |
221 writehtml("<li>","Franck Giacomoni, Gildas Le Corguillé, Misharl Monsoor, Marion Landi, Pierre Pericard, Mélanie Pétéra, Christophe Duperier, Marie Tremblay-Franco, Jean-François Martin, Daniel Jacob, Sophie Goulitquer, Etienne A. Thévenot and Christophe Caron (2014). Workflow4Metabolomics: A collaborative research infrastructure for computational metabolomics. Bioinformatics doi:10.1093/bioinformatics/btu813","</li>") | |
222 writehtml("</ul>") | |
223 writehtml("</li>") | |
224 writehtml("</ul></div>") | |
225 | |
226 writehtml("</BODY>") | |
227 | |
228 writehtml("</HTML>") |