Mercurial > repos > computational-metabolomics > mspurity_combineannotations
annotate createDatabase.R @ 0:7f3183988100 draft
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
author | computational-metabolomics |
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date | Wed, 27 Nov 2019 13:51:34 -0500 |
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children | d4376a743f7b |
rev | line source |
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0
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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1 library(msPurity) |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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2 library(optparse) |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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3 library(xcms) |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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4 library(CAMERA) |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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5 print(sessionInfo()) |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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6 print('CREATING DATABASE') |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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7 |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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8 xset_pa_filename_fix <- function(opt, pa, xset){ |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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9 |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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10 if (!is.null(opt$mzML_files) && !is.null(opt$galaxy_names)){ |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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11 # NOTE: Relies on the pa@fileList having the names of files given as 'names' of the variables |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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12 # needs to be done due to Galaxy moving the files around and screwing up any links to files |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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13 |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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14 filepaths <- trimws(strsplit(opt$mzML_files, ',')[[1]]) |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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15 filepaths <- filepaths[filepaths != ""] |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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16 new_names <- basename(filepaths) |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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17 |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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18 galaxy_names <- trimws(strsplit(opt$galaxy_names, ',')[[1]]) |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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19 galaxy_names <- galaxy_names[galaxy_names != ""] |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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20 |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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21 nsave <- names(pa@fileList) |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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22 old_filenames <- basename(pa@fileList) |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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23 pa@fileList <- filepaths[match(names(pa@fileList), galaxy_names)] |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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24 names(pa@fileList) <- nsave |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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25 |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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26 pa@puritydf$filename <- basename(pa@fileList[match(pa@puritydf$filename, old_filenames)]) |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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27 pa@grped_df$filename <- basename(pa@fileList[match(pa@grped_df$filename, old_filenames)]) |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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28 } |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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29 |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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30 |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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31 if(!all(basename(pa@fileList)==basename(xset@filepaths))){ |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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32 if(!all(names(pa@fileList)==basename(xset@filepaths))){ |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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33 print('FILELISTS DO NOT MATCH') |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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34 message('FILELISTS DO NOT MATCH') |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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35 quit(status = 1) |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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36 }else{ |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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37 xset@filepaths <- unname(pa@fileList) |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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38 } |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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39 } |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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40 |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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41 print(xset@phenoData) |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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42 print(xset@filepaths) |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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43 |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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44 return(list(pa, xset)) |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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45 } |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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46 |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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47 |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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48 |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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49 |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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50 option_list <- list( |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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51 make_option(c("-o", "--outDir"), type="character"), |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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52 make_option("--pa", type="character"), |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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53 make_option("--xset_xa", type="character"), |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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54 make_option("--xcms_camera_option", type="character"), |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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55 make_option("--eic", action="store_true"), |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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56 make_option("--cores", default=4), |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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57 make_option("--mzML_files", type="character"), |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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58 make_option("--galaxy_names", type="character"), |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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59 make_option("--grpPeaklist", type="character") |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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60 ) |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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61 |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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62 |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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63 # store options |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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64 opt<- parse_args(OptionParser(option_list=option_list)) |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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65 print(opt) |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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66 |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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67 loadRData <- function(rdata_path, name){ |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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68 #loads an RData file, and returns the named xset object if it is there |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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69 load(rdata_path) |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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70 return(get(ls()[ls() %in% name])) |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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71 } |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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72 |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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73 getxcmsSetObject <- function(xobject) { |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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74 # XCMS 1.x |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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75 if (class(xobject) == "xcmsSet") |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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76 return (xobject) |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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77 # XCMS 3.x |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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78 if (class(xobject) == "XCMSnExp") { |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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79 # Get the legacy xcmsSet object |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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80 suppressWarnings(xset <- as(xobject, 'xcmsSet')) |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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81 sampclass(xset) <- xset@phenoData$sample_group |
7f3183988100
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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82 return (xset) |
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83 } |
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84 } |
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85 |
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86 |
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87 print(paste('pa', opt$pa)) |
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88 print(opt$xset) |
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89 |
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90 print(opt$xcms_camera_option) |
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91 # Requires |
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92 pa <- loadRData(opt$pa, 'pa') |
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93 |
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94 |
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95 print(pa@fileList) |
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96 |
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97 |
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98 |
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99 if (opt$xcms_camera_option=='xcms'){ |
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100 |
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101 xset <- loadRData(opt$xset, c('xset','xdata')) |
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102 xset <- getxcmsSetObject(xset) |
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103 fix <- xset_pa_filename_fix(opt, pa, xset) |
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104 pa <- fix[[1]] |
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105 xset <- fix[[2]] |
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106 xa <- NULL |
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107 }else{ |
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108 |
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109 xa <- loadRData(opt$xset, 'xa') |
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110 fix <- xset_pa_filename_fix(opt, pa, xa@xcmsSet) |
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111 pa <- fix[[1]] |
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112 xa@xcmsSet <- fix[[2]] |
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113 xset <- NULL |
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114 } |
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115 |
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116 |
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117 |
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118 if(is.null(opt$grp_peaklist)){ |
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119 grpPeaklist = NA |
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120 }else{ |
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121 grpPeaklist = opt$grp_peaklist |
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122 } |
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123 |
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124 |
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125 |
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126 dbPth <- msPurity::createDatabase(pa, |
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127 xset=xset, |
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128 xsa=xa, |
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129 outDir=opt$outDir, |
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130 grpPeaklist=grpPeaklist, |
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131 dbName='createDatabase_output.sqlite' |
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132 ) |
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133 |
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134 |
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135 |
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136 |
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137 |
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138 if (!is.null(opt$eic)){ |
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139 |
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140 if (is.null(xset)){ |
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141 xset <- xa@xcmsSet |
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142 } |
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143 # previous check should have matched filelists together |
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144 xset@filepaths <- unname(pa@fileList) |
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145 |
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146 convert2Raw <- function(x, xset){ |
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147 sid <- unique(x$sample) |
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148 # for each file get list of peaks |
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149 x$rt_raw <- xset@rt$raw[[sid]][match(x$rt, xset@rt$corrected[[sid]])] |
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150 x$rtmin_raw <- xset@rt$raw[[sid]][match(x$rtmin, xset@rt$corrected[[sid]])] |
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151 x$rtmax_raw <- xset@rt$raw[[sid]][match(x$rtmax, xset@rt$corrected[[sid]])] |
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152 return(x) |
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153 |
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154 } |
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155 |
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156 xset@peaks <- as.matrix(plyr::ddply(data.frame(xset@peaks), ~ sample, convert2Raw, xset=xset)) |
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157 |
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158 # Saves the EICS into the previously created database |
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159 px <- msPurity::purityX(xset, |
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160 saveEIC = TRUE, |
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161 cores=1, |
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162 sqlitePth=dbPth, |
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163 rtrawColumns = TRUE) |
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164 |
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165 } |
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166 |
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167 closeAllConnections() |