Mercurial > repos > computational-metabolomics > mspurity_dimspredictpuritysingle
annotate createDatabase.R @ 7:2ce66d2f6a24 draft
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit e3b17490a958d80ebe78ef1bebebef48948e1240"
author | computational-metabolomics |
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date | Tue, 08 Feb 2022 13:59:55 +0000 |
parents | 090775983be7 |
children | 75b761fbacc0 |
rev | line source |
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0
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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1 library(msPurity) |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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2 library(optparse) |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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3 library(xcms) |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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4 library(CAMERA) |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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5 print(sessionInfo()) |
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090775983be7
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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6 print("CREATING DATABASE") |
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e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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7 |
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090775983be7
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
computational-metabolomics
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8 xset_pa_filename_fix <- function(opt, pa, xset) { |
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e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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090775983be7
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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10 if (!is.null(opt$mzML_files) && !is.null(opt$galaxy_names)) { |
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e96082a25ff0
"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 |
e96082a25ff0
"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 |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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090775983be7
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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14 filepaths <- trimws(strsplit(opt$mzML_files, ",")[[1]]) |
0
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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15 filepaths <- filepaths[filepaths != ""] |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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16 |
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090775983be7
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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17 galaxy_names <- trimws(strsplit(opt$galaxy_names, ",")[[1]]) |
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e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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18 galaxy_names <- galaxy_names[galaxy_names != ""] |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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19 |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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20 nsave <- names(pa@fileList) |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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21 old_filenames <- basename(pa@fileList) |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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22 pa@fileList <- filepaths[match(names(pa@fileList), galaxy_names)] |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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23 names(pa@fileList) <- nsave |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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24 |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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25 pa@puritydf$filename <- basename(pa@fileList[match(pa@puritydf$filename, old_filenames)]) |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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26 pa@grped_df$filename <- basename(pa@fileList[match(pa@grped_df$filename, old_filenames)]) |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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27 } |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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28 |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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29 |
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090775983be7
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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30 if (!all(basename(pa@fileList) == basename(xset@filepaths))) { |
090775983be7
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
computational-metabolomics
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31 if (!all(names(pa@fileList) == basename(xset@filepaths))) { |
090775983be7
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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32 print("FILELISTS DO NOT MATCH") |
090775983be7
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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33 message("FILELISTS DO NOT MATCH") |
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e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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34 quit(status = 1) |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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35 }else{ |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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36 xset@filepaths <- unname(pa@fileList) |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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37 } |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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38 } |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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39 |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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40 print(xset@phenoData) |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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41 print(xset@filepaths) |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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42 |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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43 return(list(pa, xset)) |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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44 } |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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45 |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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46 |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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47 |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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48 |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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49 option_list <- list( |
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090775983be7
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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50 make_option(c("-o", "--outDir"), type = "character"), |
090775983be7
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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51 make_option("--pa", type = "character"), |
090775983be7
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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52 make_option("--xset_xa", type = "character"), |
090775983be7
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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53 make_option("--xcms_camera_option", type = "character"), |
090775983be7
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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54 make_option("--eic", action = "store_true"), |
090775983be7
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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55 make_option("--cores", default = 4), |
090775983be7
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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56 make_option("--mzML_files", type = "character"), |
090775983be7
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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57 make_option("--galaxy_names", type = "character"), |
090775983be7
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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58 make_option("--grpPeaklist", type = "character") |
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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59 ) |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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60 |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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61 |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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62 # store options |
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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63 opt <- parse_args(OptionParser(option_list = option_list)) |
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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64 print(opt) |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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65 |
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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66 loadRData <- function(rdata_path, name) { |
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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67 #loads an RData file, and returns the named xset object if it is there |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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68 load(rdata_path) |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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69 return(get(ls()[ls() %in% name])) |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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70 } |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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71 |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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72 getxcmsSetObject <- function(xobject) { |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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73 # XCMS 1.x |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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74 if (class(xobject) == "xcmsSet") |
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090775983be7
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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75 return(xobject) |
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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76 # XCMS 3.x |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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77 if (class(xobject) == "XCMSnExp") { |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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78 # Get the legacy xcmsSet object |
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090775983be7
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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79 suppressWarnings(xset <- as(xobject, "xcmsSet")) |
090775983be7
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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80 xcms::sampclass(xset) <- xset@phenoData$sample_group |
090775983be7
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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81 return(xset) |
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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82 } |
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83 } |
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84 |
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85 |
6
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86 print(paste("pa", opt$pa)) |
0
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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87 print(opt$xset) |
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88 |
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89 print(opt$xcms_camera_option) |
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90 # Requires |
6
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91 pa <- loadRData(opt$pa, "pa") |
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92 |
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93 |
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94 print(pa@fileList) |
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95 |
4
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96 # Missing list element causes failures (should be updated |
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97 # in msPurity R package for future releases) |
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98 if (!exists("allfrag", where = pa@filter_frag_params)) { |
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99 pa@filter_frag_params$allfrag <- FALSE |
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100 } |
0
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101 |
6
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102 if (opt$xcms_camera_option == "xcms") { |
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103 |
6
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104 xset <- loadRData(opt$xset, c("xset", "xdata")) |
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105 xset <- getxcmsSetObject(xset) |
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106 fix <- xset_pa_filename_fix(opt, pa, xset) |
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107 pa <- fix[[1]] |
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108 xset <- fix[[2]] |
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109 xa <- NULL |
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110 }else{ |
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111 |
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112 xa <- loadRData(opt$xset, "xa") |
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113 fix <- xset_pa_filename_fix(opt, pa, xa@xcmsSet) |
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114 pa <- fix[[1]] |
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115 xa@xcmsSet <- fix[[2]] |
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116 xset <- NULL |
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117 } |
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118 |
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119 |
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120 if (is.null(opt$grpPeaklist)) { |
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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121 grpPeaklist <- NA |
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122 }else{ |
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123 grpPeaklist <- opt$grpPeaklist |
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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124 } |
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125 |
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126 dbPth <- msPurity::createDatabase(pa, |
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127 xset = xset, |
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128 xsa = xa, |
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129 outDir = opt$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 |
6
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138 if (!is.null(opt$eic)) { |
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139 |
6
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140 if (is.null(xset)) { |
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141 xset <- xa@xcmsSet |
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142 } |
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143 # previous check should have matched filelists together |
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144 xset@filepaths <- unname(pa@fileList) |
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145 |
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146 convert2Raw <- function(x, xset) { |
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147 sid <- unique(x$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( |
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157 plyr::ddply(data.frame(xset@peaks), ~ sample, convert2Raw, xset = xset)) |
0
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158 |
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159 # Saves the EICS into the previously created database |
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160 px <- msPurity::purityX(xset, |
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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161 saveEIC = TRUE, |
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162 cores = 1, |
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163 sqlitePth = dbPth, |
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164 rtrawColumns = TRUE) |
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165 |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
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changeset
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166 } |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
parents:
diff
changeset
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167 |
e96082a25ff0
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
computational-metabolomics
parents:
diff
changeset
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168 closeAllConnections() |