Mercurial > repos > computational-metabolomics > mspurity_createmsp
annotate purityA.R @ 11:f98b4bb0fa58 draft default tip
planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 94f746247c464fb270358421399810d8a9fb9e8a
| author | computational-metabolomics | 
|---|---|
| date | Fri, 13 Sep 2024 13:40:08 +0000 | 
| parents | b80cc0382e70 | 
| children | 
| rev | line source | 
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35898942bfbb
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
 computational-metabolomics parents: diff
changeset | 1 library(msPurity) | 
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35898942bfbb
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
 computational-metabolomics parents: diff
changeset | 2 library(optparse) | 
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35898942bfbb
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
 computational-metabolomics parents: diff
changeset | 3 print(sessionInfo()) | 
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35898942bfbb
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
 computational-metabolomics parents: diff
changeset | 4 | 
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35898942bfbb
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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changeset | 5 option_list <- list( | 
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b91b9492a4bf
planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 6 make_option(c("-o", "--out_dir"), type = "character"), | 
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b91b9492a4bf
planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 7 make_option("--mzML_files", type = "character"), | 
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b91b9492a4bf
planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 8 make_option("--galaxy_names", type = "character"), | 
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b91b9492a4bf
planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 9 make_option("--minOffset", type = "numeric"), | 
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b91b9492a4bf
planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 10 make_option("--maxOffset", type = "numeric"), | 
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b91b9492a4bf
planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 11 make_option("--ilim", type = "numeric"), | 
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planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 12 make_option("--iwNorm", default = "none", type = "character"), | 
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b91b9492a4bf
planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 13 make_option("--exclude_isotopes", action = "store_true"), | 
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b91b9492a4bf
planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 14 make_option("--isotope_matrix", type = "character"), | 
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b91b9492a4bf
planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 15 make_option("--mostIntense", action = "store_true"), | 
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planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 16 make_option("--plotP", action = "store_true"), | 
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planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 17 make_option("--nearest", action = "store_true"), | 
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planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 18 make_option("--cores", default = 4), | 
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b91b9492a4bf
planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 19 make_option("--ppmInterp", default = 7) | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
 computational-metabolomics parents: diff
changeset | 20 ) | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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changeset | 21 | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 22 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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changeset | 23 print(opt) | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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changeset | 24 | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 25 if (opt$iwNorm == "none") { | 
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d25273689e04
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 26 iwNorm <- FALSE | 
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d25273689e04
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 27 iwNormFun <- NULL | 
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planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 28 } else if (opt$iwNorm == "gauss") { | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 29 iwNorm <- TRUE | 
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d25273689e04
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 30 if (is.null(opt$minOffset) || is.null(opt$maxOffset)) { | 
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b91b9492a4bf
planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 31 print("User has to define offsets if using Gaussian normalisation") | 
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b91b9492a4bf
planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 32 } else { | 
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b91b9492a4bf
planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 33 iwNormFun <- msPurity::iwNormGauss( | 
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planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 34 minOff = -as.numeric(opt$minOffset), | 
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planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 35 maxOff = as.numeric(opt$maxOffset) | 
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planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 36 ) | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 20d432cdc6326114d05c26fd51889b872513b57d"
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changeset | 37 } | 
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planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 38 } else if (opt$iwNorm == "rcosine") { | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 39 iwNorm <- TRUE | 
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d25273689e04
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 40 if (is.null(opt$minOffset) || is.null(opt$maxOffset)) { | 
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planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 41 print("User has to define offsets if using R-cosine normalisation") | 
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planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 42 } else { | 
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b91b9492a4bf
planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 43 iwNormFun <- msPurity::iwNormRcosine( | 
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planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 44 minOff = -as.numeric(opt$minOffset), | 
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planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 45 maxOff = as.numeric(opt$maxOffset) | 
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planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 46 ) | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 20d432cdc6326114d05c26fd51889b872513b57d"
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changeset | 47 } | 
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planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 48 } else if (opt$iwNorm == "QE5") { | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 49 iwNorm <- TRUE | 
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d25273689e04
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 50 iwNormFun <- msPurity::iwNormQE.5() | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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changeset | 51 } | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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changeset | 52 | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 53 filepaths <- trimws(strsplit(opt$mzML_files, ",")[[1]]) | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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changeset | 54 filepaths <- filepaths[filepaths != ""] | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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changeset | 55 | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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changeset | 56 | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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changeset | 57 | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 58 if (is.null(opt$minOffset) || is.null(opt$maxOffset)) { | 
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d25273689e04
"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 59 offsets <- NA | 
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planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 60 } else { | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 61 offsets <- as.numeric(c(opt$minOffset, opt$maxOffset)) | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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changeset | 62 } | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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changeset | 63 | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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changeset | 64 | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 65 if (is.null(opt$mostIntense)) { | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 66 mostIntense <- FALSE | 
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planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 67 } else { | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 68 mostIntense <- TRUE | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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changeset | 69 } | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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changeset | 70 | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 71 if (is.null(opt$nearest)) { | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 72 nearest <- FALSE | 
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planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 73 } else { | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 74 nearest <- TRUE | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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changeset | 75 } | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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changeset | 76 | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 77 if (is.null(opt$plotP)) { | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 78 plotP <- FALSE | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 79 plotdir <- NULL | 
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planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 80 } else { | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 81 plotP <- TRUE | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 82 plotdir <- opt$out_dir | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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changeset | 83 } | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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changeset | 84 | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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changeset | 85 | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 2579c8746819670348c378f86116f83703c493eb"
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changeset | 86 if (is.null(opt$isotope_matrix)) { | 
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"planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit cb903cd93f9378cfb5eeb68512a54178dcea7bbc-dirty"
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changeset | 87 im <- NULL | 
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planemo upload for repository https://github.com/computational-metabolomics/mspurity-galaxy commit 7e1748612a9f9dce11a9e54ff36752b600e7aea3
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changeset | 88 } else { | 
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changeset | 89 im <- read.table(opt$isotope_matrix, | 
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changeset | 90 header = TRUE, sep = "\t", stringsAsFactors = FALSE | 
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changeset | 91 ) | 
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changeset | 92 } | 
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changeset | 93 | 
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changeset | 94 if (is.null(opt$exclude_isotopes)) { | 
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changeset | 95 isotopes <- FALSE | 
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changeset | 96 } else { | 
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changeset | 97 isotopes <- TRUE | 
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changeset | 98 } | 
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changeset | 99 | 
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changeset | 100 pa <- msPurity::purityA(filepaths, | 
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changeset | 101 cores = opt$cores, | 
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changeset | 102 mostIntense = mostIntense, | 
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changeset | 103 nearest = nearest, | 
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changeset | 104 offsets = offsets, | 
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changeset | 105 plotP = plotP, | 
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changeset | 106 plotdir = plotdir, | 
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changeset | 107 interpol = "linear", | 
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changeset | 108 iwNorm = iwNorm, | 
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changeset | 109 iwNormFun = iwNormFun, | 
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changeset | 110 ilim = opt$ilim, | 
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changeset | 111 mzRback = "pwiz", | 
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changeset | 112 isotopes = isotopes, | 
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changeset | 113 im = im, | 
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changeset | 114 ppmInterp = opt$ppmInterp | 
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changeset | 115 ) | 
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changeset | 116 | 
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changeset | 117 | 
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changeset | 118 if (!is.null(opt$galaxy_names)) { | 
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changeset | 119 galaxy_names <- trimws(strsplit(opt$galaxy_names, ",")[[1]]) | 
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changeset | 120 galaxy_names <- galaxy_names[galaxy_names != ""] | 
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changeset | 121 names(pa@fileList) <- galaxy_names | 
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changeset | 122 } | 
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changeset | 123 | 
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changeset | 124 print(pa) | 
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changeset | 125 save(pa, file = file.path(opt$out_dir, "purityA_output.RData")) | 
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changeset | 126 | 
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changeset | 127 pa@puritydf$filename <- sapply(as.character(pa@puritydf$fileid), function(x) names(pa@fileList)[as.integer(x)]) | 
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changeset | 128 | 
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changeset | 129 print(head(pa@puritydf)) | 
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changeset | 130 write.table(pa@puritydf, file.path(opt$out_dir, "purityA_output.tsv"), row.names = FALSE, sep = "\t") | 
