Mercurial > repos > iuc > dropletutils
annotate scripts/generateTestData.Rscript @ 5:cdf4443d5625 draft
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit ea9a67b5711b53fb911a0c50b6b49eb9db2366a7"
author | iuc |
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date | Wed, 29 Jan 2020 15:07:38 -0500 |
parents | 4cd9f0008d9c |
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4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
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1 ## |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
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2 ## conda install bioconductor-dropletutils bioconductor-dnabarcodes |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
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3 ## |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
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4 |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
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5 suppressWarnings(suppressPackageStartupMessages(library(DropletUtils))) |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
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6 suppressWarnings(suppressPackageStartupMessages(library(DNABarcodes))) |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
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7 library(Matrix) |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
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8 |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
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9 ## Matrix with no column barcodes |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
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10 set.seed(100) |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
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11 ##my.counts <- DropletUtils:::simCounts() |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
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12 my.counts <- DropletUtils:::simCounts(large.rate=0.01, nlarge=500, nsmall=50, nempty=500) |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
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13 |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
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14 ## Generate barcodes (size=10, edit=3) and set as headers |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
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15 barcodes <- create.pool(10) |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
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16 colnames(my.counts) <- barcodes[1:ncol(my.counts)] |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
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17 |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
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18 sce <- SingleCellExperiment(assays = list(counts = as.matrix(my.counts))) |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
diff
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19 |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
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20 writeTSV <- function(fileout, obj){ |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
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21 write.table(as.matrix(obj), file=fileout, col.names=NA, sep='\t', quote=FALSE) |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
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22 } |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
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23 |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
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24 writeOut <- function(counts, fileout, typeout){ |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
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25 if (typeout == "tsv"){ |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
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26 writeTSV(fileout, counts) |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
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27 } |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
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28 else if (typeout == "h5ad"){ |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
diff
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29 write10xCounts(fileout, counts, type="HDF5", overwrite=TRUE) |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
diff
changeset
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30 } |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
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31 else if (typeout == "directory"){ |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
diff
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32 write10xCounts(fileout, Matrix(counts), type="sparse", overwrite=TRUE) |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
diff
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33 } |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
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34 } |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
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35 |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
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36 writeOut(Matrix(counts(sce)), "test-data", type="directory") |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
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37 writeOut(counts(sce), "test-data.h5ad", type="h5ad") |
4cd9f0008d9c
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dropletutils/ commit e66ab3d4fc0c1a72523e8f93447cc07cdd6816b7
iuc
parents:
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38 writeOut(counts(sce), "test-data.tsv", type="tsv") |