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workflows/epigenetics/peaks-consensus/generate_fake_reads.R
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set.seed(1) | ||
peak.width <- 100 | ||
frag.length <- 300 | ||
read.length <- 40 | ||
gauss.centers <- c(74670000, 74668000, 74666000) | ||
reads.per.peaks <- c(100, 50, 150) | ||
inputs.df <- data.frame(gauss.center = gauss.centers, reads.per.peak = reads.per.peaks) | ||
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rand.center <- do.call(c, apply(inputs.df, 1, function(v){ | ||
rnorm(n = v["reads.per.peak"], mean = v["gauss.center"], sd = peak.width) | ||
})) | ||
rand.frag.length <- rnorm(n = sum(reads.per.peaks), mean = frag.length, sd = frag.length / 4) | ||
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frag <- data.frame(start = as.integer(rand.center - rand.frag.length / 2), | ||
end = as.integer(rand.center + rand.frag.length / 2)) | ||
frag$start1 <- frag$start | ||
frag$end1 <- frag$start + read.length | ||
frag$start2 <- frag$end - read.length | ||
frag$end2 <- frag$end | ||
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frag$end1[frag$end1 > frag$frag$end] <- frag$end[frag$end1 > frag$frag$end] - 1 | ||
frag$start2[frag$start2 < frag$frag$start] <- frag$start[frag$start2 < frag$frag$start] + 1 | ||
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frag$chr <- "chr2" | ||
frag$name <- paste0("read", 1:nrow(frag)) | ||
frag$plus <- "+" | ||
frag$minus <- "-" | ||
frag$score <- 0 | ||
write.table(frag[, c("chr", "start1", "end1", "name", "score", "plus")], | ||
file = "/tmp/sample1_R1.bed", | ||
sep = "\t", col.names = F, row.names = F, quote = F) | ||
write.table(frag[, c("chr", "start2", "end2", "name", "score", "minus")], | ||
file = "/tmp/sample1_R2.bed", | ||
sep = "\t", col.names = F, row.names = F, quote = F) | ||
set.seed(2) | ||
peak.width <- 100 | ||
frag.length <- 350 | ||
read.length <- 40 | ||
gauss.centers <- c(74670050, 74668300, 74665000) | ||
reads.per.peaks <- c(1000, 3000, 1000) | ||
inputs.df <- data.frame(gauss.center = gauss.centers, reads.per.peak = reads.per.peaks) | ||
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rand.center <- do.call(c, apply(inputs.df, 1, function(v){ | ||
rnorm(n = v["reads.per.peak"], mean = v["gauss.center"], sd = peak.width) | ||
})) | ||
rand.frag.length <- rnorm(n = sum(reads.per.peaks), mean = frag.length, sd = frag.length / 4) | ||
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frag <- data.frame(start = as.integer(rand.center - rand.frag.length / 2), | ||
end = as.integer(rand.center + rand.frag.length / 2)) | ||
frag$start1 <- frag$start | ||
frag$end1 <- frag$start + read.length | ||
frag$start2 <- frag$end - read.length | ||
frag$end2 <- frag$end | ||
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frag$end1[frag$end1 > frag$frag$end] <- frag$end[frag$end1 > frag$frag$end] - 1 | ||
frag$start2[frag$start2 < frag$frag$start] <- frag$start[frag$start2 < frag$frag$start] + 1 | ||
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frag$chr <- "chr2" | ||
frag$name <- paste0("read", 1:nrow(frag)) | ||
frag$plus <- "+" | ||
frag$minus <- "-" | ||
frag$score <- 0 | ||
write.table(frag[, c("chr", "start1", "end1", "name", "score", "plus")], | ||
file = "/tmp/sample2_R1.bed", | ||
sep = "\t", col.names = F, row.names = F, quote = F) | ||
write.table(frag[, c("chr", "start2", "end2", "name", "score", "minus")], | ||
file = "/tmp/sample2_R2.bed", | ||
sep = "\t", col.names = F, row.names = F, quote = F) | ||
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# Then in bash | ||
# for sample in 1 2; do for i in 1 2; do bedtools getfasta -nameOnly -s -fi ~/igv/genomes/seq/mm10.fa -bed sample${sample}_R${i}.bed | seqtk seq -F 'A' - > sample${sample}_R${i}.fastq; done; done | ||
# Then in galaxy bowtie2 on mm10 | ||
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workflows/epigenetics/peaks-consensus/peaks-consensus-chip-pe-tests.yml
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- doc: Test for peaks-consensus-chip-pe.ga | ||
job: | ||
2 rmDup BAMPE: | ||
class: Collection | ||
collection_type: list | ||
elements: | ||
- class: File | ||
identifier: rep1 | ||
path: test-data/rep1.bam | ||
dbkey: mm10 | ||
- class: File | ||
identifier: rep2 | ||
path: test-data/rep2.bam | ||
dbkey: mm10 | ||
effective_genome_size: 1870000000 | ||
bin_size: 50 | ||
outputs: | ||
individual_macs2_narrowPeaks: | ||
element_tests: | ||
rep1: | ||
asserts: | ||
has_n_lines: | ||
n: 3 | ||
rep2: | ||
asserts: | ||
has_n_lines: | ||
n: 3 | ||
strict_intersect_peaks: | ||
asserts: | ||
has_n_lines: | ||
n: 2 | ||
average_bigwig: | ||
asserts: | ||
has_size: | ||
value: 1290 | ||
delta: 100 | ||
merged_macs2_narrowPeaks: | ||
asserts: | ||
has_n_lines: | ||
n: 3 | ||
multiqc_output: | ||
asserts: | ||
has_text: | ||
text: "<span class=\"mqc_table_tooltip\" title=\"MACS2: Fragment Length\">Fragment Length</span>" | ||
shared_narrowPeak: | ||
asserts: | ||
has_n_lines: | ||
n: 1 |
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