[Bioc-devel] How to speed up GRange comparision
web working
webwork|ng @end|ng |rom po@teo@de
Wed Jan 29 16:49:40 CET 2020
Hello,
I have two big GRanges objects and want to search for an overlap of the
first range of query with the first range of subject. Then take the
second range of query and compare it with the second range of subject
and so on. Here an example of my problem:
# GRanges objects
query <- GRanges(rep("chr1", 4), IRanges(c(1, 5, 9, 20), c(2, 6, 10,
22)), id=1:4)
subject <- GRanges(rep("chr1",4), IRanges(c(3, 1, 1, 15), c(4, 2, 2,
21)), id=1:4)
# The 2 overlaps at the first position should not be counted, because
these ranges are at different rows.
countOverlaps(query, subject)
# Approach 1 (bad style. I have simplified it to understand)
dat <- as.data.frame(findOverlaps(query, subject))
indexDat <- apply(dat, 1, function(x) x[1]==x[2])
indexBool <- dat[indexDat,1]
out <- rep(FALSE, length(query))
out[indexBool] <- TRUE
as.numeric(out)
# Approach 2 (bad style and takes too long)
out <- vector("numeric", 4)
for(i in seq_along(query)) out[i] <- (overlapsAny(query[i], subject[i]))
out
# Approach 3 (wrong results)
as.numeric(overlapsAny(query, subject))
as.numeric(overlapsAny(split(query, 1:4), split(subject, 1:4)))
Maybe someone has an idea to speed this up?
Best,
Tobias
More information about the Bioc-devel
mailing list