comparison test-data/pca.txt @ 0:587c425b4e76 draft

Initial commit with version 1.0.0 of the cummeRbund wrapper.

0:587c425b4e76

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> ## Feature Selection ##
> get_features <- function(myGenes, f="gene") {
+     if (f == "isoforms")
+         return(isoforms(myGenes))
+     else if (f == "tss")
+         return(TSS(myGenes))
+     else if (f == "cds")
+         return(CDS(myGenes))
+     else
+         return(myGenes)
+ }
> 
> ## Main Function ##
> 
> library(argparse)
Loading required package: proto
> 
> parser <- ArgumentParser(description='Create a plot with cummeRbund')
> 
> parser$add_argument('--type', dest='plotType', default='Density', required=TRUE)
> parser$add_argument('--height', dest='height', type='integer', default=960, required=TRUE)
> parser$add_argument('--width', dest='width', type='integer', default=1280, required=TRUE)
> parser$add_argument('--outfile', dest='filename', default="plot-unknown-0.png", required=TRUE)
> parser$add_argument('--input', dest='input_database', default="cuffData.db", required=TRUE)
> parser$add_argument('--smooth', dest='smooth', action="store_true", default=FALSE)
> parser$add_argument('--gene_selector', dest='gene_selector', action="store_true", default=FALSE)
> parser$add_argument('--replicates', dest='replicates', action="store_true", default=FALSE)
> parser$add_argument('--labcol', dest='labcol', action="store_true", default=FALSE)
> parser$add_argument('--labrow', dest='labrow', action="store_true", default=FALSE)
> parser$add_argument('--border', dest='border', action="store_true", default=FALSE)
> parser$add_argument('--summary', dest='summary', action="store_true", default=FALSE)
> parser$add_argument('--count', dest='count', action="store_true", default=FALSE)
> parser$add_argument('--error_bars', dest='error_bars', action="store_true", default=FALSE)
> parser$add_argument('--log10', dest='log10', action="store_true", default=FALSE)
> parser$add_argument('--features', dest='features', action="store", default="genes")
> parser$add_argument('--clustering', dest='clustering', action="store", default="both")
> parser$add_argument('--iter_max', dest='iter_max', action="store")
> parser$add_argument('--genes', dest='genes', action="append")
> parser$add_argument('--k', dest='k', action="store")
> parser$add_argument('--x', dest='x', action="store")
> parser$add_argument('--y', dest='y', action="store")
> 
> args <- parser$parse_args()
> 
> print(args)
$border
[1] FALSE

$clustering
[1] "both"

$count
[1] FALSE

$error_bars
[1] FALSE

$features
[1] "genes"

$filename
[1] "plot-pca-0.png"

$gene_selector
[1] FALSE

$genes
NULL

$height
[1] 960

$input_database
[1] "/tmp/tmpY6OfpX/tmpXqSg_D/database/files/000/dataset_13.dat"

$iter_max
NULL

$k
NULL

$labcol
[1] FALSE

$labrow
[1] FALSE

$log10
[1] FALSE

$plotType
[1] "pca"

$replicates
[1] TRUE

$smooth
[1] FALSE

$summary
[1] FALSE

$width
[1] 1280

$x
NULL

$y
NULL

> 
> #q()
> 
> ## Load cummeRbund library
> library("cummeRbund")
Loading required package: BiocGenerics
Loading required package: parallel

Attaching package: ‘BiocGenerics’

The following objects are masked from ‘package:parallel’:

    clusterApply, clusterApplyLB, clusterCall, clusterEvalQ,
    clusterExport, clusterMap, parApply, parCapply, parLapply,
    parLapplyLB, parRapply, parSapply, parSapplyLB

The following object is masked from ‘package:stats’:

    xtabs

The following objects are masked from ‘package:base’:

    anyDuplicated, append, as.data.frame, as.vector, cbind, colnames,
    do.call, duplicated, eval, evalq, Filter, Find, get, intersect,
    is.unsorted, lapply, Map, mapply, match, mget, order, paste, pmax,
    pmax.int, pmin, pmin.int, Position, rank, rbind, Reduce, rep.int,
    rownames, sapply, setdiff, sort, table, tapply, union, unique,
    unlist, unsplit

Loading required package: RSQLite
Loading required package: DBI
Loading required package: ggplot2
Loading required package: reshape2
Loading required package: fastcluster

Attaching package: ‘fastcluster’

The following object is masked from ‘package:stats’:

    hclust

Loading required package: rtracklayer
Loading required package: GenomicRanges
Loading required package: S4Vectors
Loading required package: stats4
Loading required package: IRanges
Loading required package: GenomeInfoDb
Loading required package: Gviz
Loading required package: grid

Attaching package: ‘cummeRbund’

The following object is masked from ‘package:GenomicRanges’:

    promoters

The following object is masked from ‘package:IRanges’:

    promoters

The following object is masked from ‘package:BiocGenerics’:

    conditions

> 
> ## Initialize cuff object
> cuff <- readCufflinks(dir = "", dbFile = args$input_database, rebuild = FALSE)
> 
> ## Print out info
> print(cuff)
CuffSet instance with:
	 2 samples
	 87 genes
	 90 isoforms
	 88 TSS
	 0 CDS
	 87 promoters
	 88 splicing
	 0 relCDS
> sink("cuffdb_info.txt")
> print(cuff)
> print("SAMPLES:")
> samples(cuff)
> print("REPLICATES:")
> replicates(cuff)
> print("FEATURES:")
> print(annotation(genes(cuff)))
> cat(annotation(genes(cuff))[[1]],sep=",")
> sink()
> 
> png(filename = args$filename, width = args$width, height = args$height, type=c('cairo-png'))
> tryCatch({
+     if (args$plotType == 'density') {
+         csDensity(genes(cuff), replicates=args$replicates, logMode=args$log10)
+     }
+     else if (args$plotType == 'boxplot') {
+         csBoxplot(genes(cuff), replicates=args$replicates, logMode=args$log10)
+     }
+     else if (args$plotType == 'mds') {
+         MDSplot(genes(cuff), replicates=args$replicates)
+     }
+     else if (args$plotType == 'pca') {
+         PCAplot(genes(cuff), "PC1", "PC2", replicates=args$replicates)
+     }
+     else if (args$plotType == 'dendrogram') {
+         csDendro(genes(cuff), replicates=args$replicates)
+     }
+     else if (args$plotType == 'scatter') {
+         if (args$gene_selector) {
+             myGenes <- getGenes(cuff, args$genes)
+             csScatter(get_features(myGenes, args$features), args$x, args$y, smooth=args$smooth, logMode=args$log10)
+         }
+         else {
+             csScatter(genes(cuff), args$x, args$y, smooth=args$smooth, logMode=args$log10)
+         }
+     }
+     else if (args$plotType == 'volcano') {
+         if (args$gene_selector) {
+             myGenes <- get_features(getGenes(cuff, args$genes), args$features)
+         }
+         else {
+             myGenes <- genes(cuff)
+         }
+         csVolcano(myGenes, args$x, args$y)
+     }
+     else if (args$plotType == 'heatmap') {
+         if (args$gene_selector) {
+             myGenes <- getGenes(cuff, args$genes)
+         }
+         else {
+             myGenes <- getGenes(cuff,annotation(genes(cuff))[[1]])
+         }
+         csHeatmap(get_features(myGenes, args$features), clustering=args$clustering, labCol=args$labcol, labRow=args$labrow, border=args$border, logMode=args$log10)
+     }
+     else if (args$plotType == 'cluster') {
+         myGenes <- getGenes(cuff, args$genes)
+         csCluster(get_features(myGenes, args$features), k=args$k)
+     }
+     else if (args$plotType == 'dispersion') {
+         dispersionPlot(genes(cuff))
+     }
+     else if (args$plotType == 'fpkmSCV') {
+         fpkmSCVPlot(genes(cuff))
+     }
+     else if (args$plotType == 'scatterMatrix') {
+         csScatterMatrix(genes(cuff))
+     }
+     else if (args$plotType == 'expressionplot') {
+         myGenes <- getGenes(cuff, args$genes)
+         expressionPlot(get_features(myGenes, args$features), drawSummary=args$summary, showErrorbars=args$error_bars, replicates=args$replicates)
+     }
+     else if (args$plotType == 'expressionbarplot') {
+         myGeneId <- args$genes
+         myGenes <- getGenes(cuff, myGeneId)
+         expressionBarplot(get_features(myGenes, args$features), showErrorbars=args$error_bars, replicates=args$replicates)
+     }
+     else if (args$plotType == 'mds') {
+         MDSplot(genes(cuff),replicates=args$replicates)
+     }
+     else if (args$plotType == 'pca') {
+         PCAplot(genes(cuff),"PC1","PC2", replicates=args$replicates)
+     }
+     else if (args$plotType == 'maplot') {
+         MAplot(genes(cuff), args$x, args$y, useCount=args$count)
+     }
+     else if (args$plotType == 'genetrack') {
+         myGene <- getGene(cuff, args$genes)
+         plotTracks(makeGeneRegionTrack(myGene))
+     }
+ },error = function(e) {
+     write(paste("Failed:", e, sep=" "), stderr())
+     q("no", 1, TRUE)
+ })
Fontconfig error: Cannot load default config file
> devname = dev.off()
> 
> #end for
>