[R] how to work with long vectors
jim holtman
jholtman at gmail.com
Thu Nov 4 17:18:19 CET 2010
Is this what you want:
> x
id reads
1 Contig79:1 4
2 Contig79:2 8
3 Contig79:3 13
4 Contig79:4 14
5 Contig79:5 17
6 Contig79:6 20
7 Contig79:7 25
8 Contig79:8 27
9 Contig79:9 32
10 Contig79:10 33
11 Contig79:11 34
> x$percent <- x$reads / max(x$reads) * 100
> x
id reads percent
1 Contig79:1 4 11.76471
2 Contig79:2 8 23.52941
3 Contig79:3 13 38.23529
4 Contig79:4 14 41.17647
5 Contig79:5 17 50.00000
6 Contig79:6 20 58.82353
7 Contig79:7 25 73.52941
8 Contig79:8 27 79.41176
9 Contig79:9 32 94.11765
10 Contig79:10 33 97.05882
11 Contig79:11 34 100.00000
On Thu, Nov 4, 2010 at 11:46 AM, Changbin Du <changbind at gmail.com> wrote:
> HI, Dear R community,
>
> I have one data set like this, What I want to do is to calculate the
> cumulative coverage. The following codes works for small data set (#rows =
> 100), but when feed the whole data set, it still running after 24 hours.
> Can someone give some suggestions for long vector?
>
> id reads
> Contig79:1 4
> Contig79:2 8
> Contig79:3 13
> Contig79:4 14
> Contig79:5 17
> Contig79:6 20
> Contig79:7 25
> Contig79:8 27
> Contig79:9 32
> Contig79:10 33
> Contig79:11 34
>
> matt<-read.table("/house/groupdirs/genetic_analysis/mjblow/ILLUMINA_ONLY_MICROBIAL_GENOME_ASSEMBLY/4083340/STANDARD_LIBRARY/GWZW.994.5.1129.trim_69.fastq.19621832.sub.sorted.bam.clone.depth",
> sep="\t", skip=0, header=F,fill=T) #
> dim(matt)
> [1] 3384766 2
>
> matt_plot<-function(matt, outputfile) {
> names(matt)<-c("id","reads")
>
> cover<-matt$reads
>
>
> #calculate the cumulative coverage.
> + cover_per<-function (data) {
> + output<-numeric(0)
> + for (i in data) {
> + x<-(100*sum(ifelse(data >= i, 1, 0))/length(data))
> + output<-c(output, x)
> + }
> + return(output)
> + }
>
>
> result<-cover_per(cover)
>
>
> Thanks so much!
>
>
> --
> Sincerely,
> Changbin
> --
>
> [[alternative HTML version deleted]]
>
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>
--
Jim Holtman
Cincinnati, OH
+1 513 646 9390
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