Mercurial > repos > iuc > raceid_main
annotate scripts/raceID_tsne.R @ 0:e01c989c7543 draft default tip
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
author | iuc |
---|---|
date | Sat, 03 Mar 2018 17:34:16 -0500 |
parents | |
children |
rev | line source |
---|---|
0
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
1 ##!/usr/bin/env Rscript |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
2 |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
3 args = commandArgs(trailingOnly=T) |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
4 |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
5 script_dir = args[1] |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
6 config_file = args[2] |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
7 |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
8 # Load libs, common functions, source RaceID, |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
9 # Galaxy Params, and read input data (sc) |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
10 source(paste(script_dir, "common.R", sep="/")) |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
11 |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
12 # Read input data |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
13 message("Count matrix with %.0f cells and %.0f genes", dim(sc@fdata)[1], dim(sc@fdata)[2]) |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
14 |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
15 sc <- comptsne(sc,rseed = c_rseed) |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
16 |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
17 message("Plotting initial and final tSNEs") |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
18 |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
19 plotter("plot_initial", plottsne(sc,final = F)) |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
20 plotter("plot_final", plottsne(sc,final = T)) |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
21 |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
22 if (gene_sets != "" ){ |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
23 ####all_sets <- strsplit(gene_sets, "+?\\s*__split__\\s*,?") |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
24 all_sets <- strsplit(gene_sets, '\\s*\\+?\\s*_split_\\s*,?') |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
25 print(all_sets) |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
26 |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
27 for (given in all_sets){ |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
28 given <- trimws(given) |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
29 message("Plotting %s", given) |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
30 g <- c(unlist(strsplit(given,'\\s*\\+\\s*'))) |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
31 plotter(paste("plot", given, sep="_"), plotexptsne(sc,g, n=given, logsc=T)) |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
32 } |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
33 } |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
34 |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
35 |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
36 if (regex_val != ""){ |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
37 message("using subcell groups") |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
38 plotter("plot_labels", plotlabelstsne(sc, labels = sub(regex_val, "", names(sc@ndata)))) |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
39 plotter("plot_symbols", plotsymbolstsne(sc, types = sub(regex_val, "", names(sc@ndata)))) |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
40 } else { |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
41 message("using all cell ids") |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
42 plotter("plot_labels", plotlabelstsne(sc, labels = names(sc@ndata))) |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
43 plotter("plot_symbols", plotsymbolstsne(sc, types = names(sc@ndata))) |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
44 } |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
45 |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
46 message("Saving SC object") |
e01c989c7543
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid commit 39918bfdb08f06862ca395ce58a6f5e4f6dd1a5e
iuc
parents:
diff
changeset
|
47 saveRDS(sc, output_rdat) |