Mercurial > repos > iuc > ampvis2_heatmap

annotate test-data/generate.R @ 1:1979fdd0914f draft

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"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 40ca64669b0f8c875835fcf41ce91e6adb391283"
author iuc
date Thu, 07 Apr 2022 14:03:08 +0000
parents e53885a980fe
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e53885a980fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 7c0ecbffdb5e993f5af7e3b52c424c2761fb91d3"
iuc
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1 library(ampvis2)
e53885a980fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 7c0ecbffdb5e993f5af7e3b52c424c2761fb91d3"
iuc
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e53885a980fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 7c0ecbffdb5e993f5af7e3b52c424c2761fb91d3"
iuc
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3 # subset taxa using 200 random OTUs
e53885a980fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 7c0ecbffdb5e993f5af7e3b52c424c2761fb91d3"
iuc
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4 aalborgwwtps <- amp_subset_taxa(AalborgWWTPs, tax_vector = sample(AalborgWWTPs$tax$OTU, 200))
e53885a980fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 7c0ecbffdb5e993f5af7e3b52c424c2761fb91d3"
iuc
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e53885a980fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 7c0ecbffdb5e993f5af7e3b52c424c2761fb91d3"
iuc
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6 ape::write.tree(aalborgwwtps$tree, "AalborgWWTPs.nwk")
e53885a980fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 7c0ecbffdb5e993f5af7e3b52c424c2761fb91d3"
iuc
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7 amp_export_fasta(aalborgwwtps, "AalborgWWTPs.fa", tax = F)
e53885a980fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 7c0ecbffdb5e993f5af7e3b52c424c2761fb91d3"
iuc
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8 amp_export_otutable(aalborgwwtps, "AalborgWWTPs.otu")
e53885a980fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 7c0ecbffdb5e993f5af7e3b52c424c2761fb91d3"
iuc
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9 write.table(aalborgwwtps$tax, file = "AalborgWWTPs.tax", quote = F, sep = "\t", row.names = F)
e53885a980fe "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 7c0ecbffdb5e993f5af7e3b52c424c2761fb91d3"
iuc
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10 write.table(aalborgwwtps$metadata, file = "AalborgWWTPs.tsv", quote = F, sep = "\t")
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1979fdd0914f "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 40ca64669b0f8c875835fcf41ce91e6adb391283"
iuc
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1979fdd0914f "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 40ca64669b0f8c875835fcf41ce91e6adb391283"
iuc
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12 # construct data for merge_ampvis2
1979fdd0914f "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 40ca64669b0f8c875835fcf41ce91e6adb391283"
iuc
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13 t <- amp_load(otutable = "AalborgWWTPs.otu.csv", metadata = "AalborgWWTPs.tsv", taxonomy = "AalborgWWTPs.tax.tsv", fasta = "AalborgWWTPs.fa", tree = "AalborgWWTPs.nwk")
1979fdd0914f "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 40ca64669b0f8c875835fcf41ce91e6adb391283"
iuc
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14 d_2010 <- amp_subset_samples(t, Period %in% "2010")
1979fdd0914f "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 40ca64669b0f8c875835fcf41ce91e6adb391283"
iuc
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15 # 60 samples and 109 OTUs have been filtered
1979fdd0914f "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 40ca64669b0f8c875835fcf41ce91e6adb391283"
iuc
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16 # Before: 67 samples and 200 OTUs
1979fdd0914f "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 40ca64669b0f8c875835fcf41ce91e6adb391283"
iuc
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17 # After: 7 samples and 91 OTUs
1979fdd0914f "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 40ca64669b0f8c875835fcf41ce91e6adb391283"
iuc
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18 d_2011 <- amp_subset_samples(t, Period %in% "2011")
1979fdd0914f "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 40ca64669b0f8c875835fcf41ce91e6adb391283"
iuc
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19 # 61 samples and 94 OTUs have been filtered
1979fdd0914f "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 40ca64669b0f8c875835fcf41ce91e6adb391283"
iuc
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20 # Before: 67 samples and 200 OTUs
1979fdd0914f "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 40ca64669b0f8c875835fcf41ce91e6adb391283"
iuc
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21 # After: 6 samples and 106 OTUs
1979fdd0914f "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 40ca64669b0f8c875835fcf41ce91e6adb391283"
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1979fdd0914f "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 40ca64669b0f8c875835fcf41ce91e6adb391283"
iuc
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23 saveRDS(d_2010, "AalborgWWTPs.2010.rds")
1979fdd0914f "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 40ca64669b0f8c875835fcf41ce91e6adb391283"
iuc
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24 saveRDS(d_2011, "AalborgWWTPs.2011.rds")
1979fdd0914f "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 40ca64669b0f8c875835fcf41ce91e6adb391283"
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1979fdd0914f "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/ampvis2 commit 40ca64669b0f8c875835fcf41ce91e6adb391283"
iuc
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26 # => merging should give 13 samples