Mercurial > repos > azomics > metacyto_histogram
annotate metacyto_histogram.R @ 0:f5526d97056c draft default tip
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
author | azomics |
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date | Thu, 29 Jul 2021 22:15:11 +0000 |
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f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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1 #!/usr/bin/env Rscript |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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2 ###################################################################### |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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3 # Copyright (c) 2018 Northrop Grumman. |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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4 # All rights reserved. |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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5 ###################################################################### |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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6 # |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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7 # Version 1 - January 2018 |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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8 # Author: Cristel Thomas |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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9 # |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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10 # |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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11 |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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12 library(flowCore) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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13 library(MetaCyto) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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14 |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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15 check_cluster_def <- function(cl_def) { |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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16 if (cl_def == "" || cl_def == "None") { |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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17 quit(save = "no", status = 12, runLast = FALSE) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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18 } else { |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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19 tmp <- gsub(" ", "", cl_def, fixed = TRUE) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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20 clean_def <- gsub(",", "|", tmp, fixed = TRUE) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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21 return(clean_def) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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22 } |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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23 } |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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24 |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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25 generate_plots <- function(fpath = "", fname = "", gates = vector(), outdir = "", uc = "", |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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26 flag_pdf = F) { |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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27 dir.create(outdir) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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28 ff <- read.FCS(fpath, truncate_max_range = F) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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29 markers <- markerFinder(ff) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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30 colnames(ff@exprs) <- markers |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
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31 |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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32 sc <- searchCluster(fcsFrame = ff, clusterLabel = gates) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
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33 |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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34 if (length(gates) == length(sc$clusterList)) { |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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35 sink(uc) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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36 cat("All provided cluster definition were used.") |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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37 sink() |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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38 } else { |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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39 unused_cluster <- setdiff(gates, names(sc$clusterList)) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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40 write.table(unused_cluster, uc, quote = F, row.names = F, col.names = F) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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41 } |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
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42 |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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43 groupname <- unlist(strsplit(fname, ".fcs"))[[1]] |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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44 extension <- if (flag_pdf) "plot.pdf" else "plot.png" |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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45 for (i in seq_len(length(sc$clusterList))) { |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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46 gate <- gsub("|", "", names(sc$clusterList[i]), fixed = T) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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47 plotname <- paste(c(groupname, gate, extension), collapse = "_") |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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48 outplot <- file.path(outdir, plotname) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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49 if (flag_pdf) { |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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50 pdf(outplot, useDingbats = F, onefile = T) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
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51 par(mfrow = c(2, 2)) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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52 for (j in seq_len(length(markers))) { |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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53 if (markers[[j]] != "SAMPLE_ID" && markers[[j]] != "TIME") { |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
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54 plot_title <- paste0(markers[[j]], ", cluster definition:\n", gate) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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55 x_all <- ff@exprs[, markers[[j]]] |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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56 b <- seq(min(x_all), max(x_all), ((max(x_all) - min(x_all)) / 100)) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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57 subset <- ff@exprs[sc$clusterList[[i]], markers[[j]]] |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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58 hist(x_all, col = rgb(0, 0, 0), xlab = markers[[j]], breaks = b, freq = T, |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
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59 border = F, main = plot_title) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
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60 hist(subset, add = T, breaks = b, col = rgb(1, 0, 0), freq = T, border = F) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
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61 if (markers[[j]] %in% names(sc$cutoff)) { |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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62 abline(v = sc$cutoff[markers[[j]]]) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
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63 } |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
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64 } |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
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65 } |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
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66 dev.off() |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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67 } else { |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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68 markers_ct <- length(markers) - length(grep(x = markers, pattern = "SAMPLE_ID|TIME")) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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69 nb_rows <- ceiling(markers_ct / 2) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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70 h <- nb_rows * 400 |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
azomics
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71 png(outplot, type = "cairo", height = h, width = 800) |
f5526d97056c
"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
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72 par(mfrow = c(nb_rows, 2)) |
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73 for (j in seq_len(length(markers))) { |
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74 if (markers[[j]] != "SAMPLE_ID" && markers[[j]] != "TIME") { |
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75 plot_title <- paste0(markers[[j]], ", cluster definition:\n", gate) |
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76 x_all <- ff@exprs[, markers[[j]]] |
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77 b <- seq(min(x_all), max(x_all), ((max(x_all) - min(x_all)) / 100)) |
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78 subset <- ff@exprs[sc$clusterList[[i]], markers[[j]]] |
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79 hist(x_all, col = rgb(0, 0, 0), xlab = markers[[j]], breaks = b, freq = T, |
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80 border = F, main = plot_title) |
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81 hist(subset, add = T, breaks = b, col = rgb(1, 0, 0), freq = T, border = F) |
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82 if (markers[[j]] %in% names(sc$cutoff)) { |
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83 abline(v = sc$cutoff[markers[[j]]]) |
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84 } |
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85 } |
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86 } |
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87 dev.off() |
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88 } |
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89 } |
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90 } |
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91 |
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92 check_fcs_file <- function(inputf="", inputn="", clusters=vector(), |
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93 output_dir = "", unused = "", flag = F) { |
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94 is_valid <- FALSE |
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95 tryCatch({ |
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96 is_valid <- isFCSfile(inputf) |
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97 }, error = function(ex) { |
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98 print(paste("Input file is not a valid FCS file.", ex)) |
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99 }) |
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100 if (is_valid) { |
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101 generate_plots(inputf, inputn, clusters, output_dir, unused, flag) |
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102 } else { |
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103 quit(save = "no", status = 12, runLast = FALSE) |
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104 } |
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105 } |
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106 |
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107 ################################################################################ |
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108 ################################################################################ |
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109 args <- commandArgs(trailingOnly = TRUE) |
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110 |
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111 gates <- vector() |
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112 if (args[6] == "F") { |
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113 ## obvs deal with it if file |
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114 cluster_file <- read.table(args[7], header = F, colClasses = "character") |
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115 gates <- unlist(cluster_file) |
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116 } else { |
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117 cl_df <- args[7:length(args)] |
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118 gates <- sapply(cl_df, check_cluster_def) |
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119 } |
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120 |
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121 flag_pdf <- if (args[5] == "PDF") TRUE else FALSE |
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122 gate_list <- toupper(gates) |
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"planemo upload for repository https://github.com/AstraZeneca-Omics/immport-galaxy-tools/tree/master/flowtools/metacyto_histogram commit cb978232e32b64f7b0ff3c1852e708361045d268"
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123 check_fcs_file(args[1], args[2], gate_list, args[3], args[4], flag_pdf) |