Mercurial > repos > devteam > hgv_hilbertvis
changeset 0:6f6859904b65 draft
Uploaded tool tarball.
| author | devteam |
|---|---|
| date | Tue, 20 Aug 2013 10:57:23 -0400 |
| parents | |
| children | de1d3f4e5277 |
| files | hilbertvis.sh hilbertvis.xml test-data/hvis_mkar_chr22.pdf test-data/hvis_mkar_chr22.tab |
| diffstat | 4 files changed, 371324 insertions(+), 0 deletions(-) [+] |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/hilbertvis.sh Tue Aug 20 10:57:23 2013 -0400 @@ -0,0 +1,109 @@ +#!/usr/bin/env bash + +input_file="$1" +output_file="$2" +chromInfo_file="$3" +chrom="$4" +score_col="$5" +hilbert_curve_level="$6" +summarization_mode="$7" +chrom_col="$8" +start_col="$9" +end_col="${10}" +strand_col="${11}" + +## use first sequence if chrom filed is empty +if [ -z "$chrom" ]; then + chrom=$( head -n 1 "$input_file" | cut -f$chrom_col ) +fi + +## get sequence length +if [ ! -r "$chromInfo_file" ]; then + echo "Unable to read chromInfo_file $chromInfo_file" 1>&2 + exit 1 +fi + +chrom_len=$( awk '$1 == chrom {print $2}' chrom=$chrom $chromInfo_file ) + +## error if we can't find the chrom_len +if [ -z "$chrom_len" ]; then + echo "Can't find length for sequence \"$chrom\" in chromInfo_file $chromInfo_file" 1>&2 + exit 1 +fi + +## make sure chrom_len is positive +if [ $chrom_len -le 0 ]; then + echo "sequence \"$chrom\" length $chrom_len <= 0" 1>&2 + exit 1 +fi + +## modify R script depending on the inclusion of a score column, strand information +input_cols="\$${start_col}, \$${end_col}" +col_types='beg=0, end=0, strand=""' + +# if strand_col == 0 (strandCol metadata is not set), assume everything's on the plus strand +if [ $strand_col -ne 0 ]; then + input_cols="${input_cols}, \$${strand_col}" +else + input_cols="${input_cols}, \\\"+\\\"" +fi + +# set plot value (either from data or use a constant value) +if [ $score_col -eq -1 ]; then + value=1 +else + input_cols="${input_cols}, \$${score_col}" + col_types="${col_types}, score=0" + value='chunk$score[i]' +fi + +R --vanilla &> /dev/null <<endOfCode +library(HilbertVis); + +chrom_len <- ${chrom_len}; +chunk_size <- 1000; +interval_count <- 0; +invalid_strand <- 0; + +awk_cmd <- paste( + "awk 'BEGIN{FS=\"\t\";OFS=\"\t\"}", + "\$${chrom_col} == \"${chrom}\"", + "{print ${input_cols}}' ${input_file}" +); + +col_types <- list(${col_types}); +vec <- vector(mode="numeric", length=chrom_len); +conn <- pipe(description=awk_cmd, open="r"); + +repeat { + chunk <- scan(file=conn, what=col_types, sep="\t", nlines=chunk_size, quiet=TRUE); + + if ((rows <- length(chunk\$beg)) == 0) + break; + + interval_count <- interval_count + rows; + + for (i in 1:rows) { + if (chunk\$strand[i] == '+') { + start <- chunk\$beg[i] + 1; + stop <- chunk\$end[i]; + } else if (chunk\$strand[i] == '-') { + start <- chrom_len - chunk\$end[i] - 1; + stop <- chrom_len - chunk\$beg[i]; + } else { + invalid_strand <- invalid_strand + 1; + interval_count <- interval_count - 1; + next; + } + vec[start:stop] <- ${value}; + } +} + +close(conn); + +hMat <- hilbertImage(vec, level=$hilbert_curve_level, mode="$summarization_mode"); +pdf(file="$output_file", onefile=TRUE, width=8, height=10.5, paper="letter"); +showHilbertImage(hMat); +dev.off(); +endOfCode +
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/hilbertvis.xml Tue Aug 20 10:57:23 2013 -0400 @@ -0,0 +1,117 @@ +<tool id="hgv_hilbertvis" name="HVIS" version="1.0.0"> + <description>visualization of genomic data with the Hilbert curve</description> + + <command interpreter="bash"> + hilbertvis.sh $input $output $chromInfo "$chrom" $plot_value.score_col $level $mode + #if isinstance( $input.datatype, $__app__.datatypes_registry.get_datatype_by_extension('gff').__class__) + 1 4 5 7 + #else + ${input.metadata.chromCol} ${input.metadata.startCol} ${input.metadata.endCol} ${input.metadata.strandCol} + #end if + </command> + + <inputs> + <param name="input" type="data" format="interval,gff" label="Dataset"> + <validator type="unspecified_build"/> + <validator type="metadata" check="chromCol" message="chromCol missing"/> + <validator type="metadata" check="startCol" message="startCol missing"/> + <validator type="metadata" check="endCol" message="endCol missing"/> + </param> + <param name="chrom" type="text" label="Sequence to plot" help="Name of sequence (from the chromosome column in the dataset) to plot. If left blank, the first sequence in the dataset will be plotted."/> + <conditional name="plot_value"> + <param name="choice" type="select" label="Value to plot"> + <option value="score" selected="true">Score column from dataset</option> + <option value="exist">Same value for each base (existence)</option> + </param> + <when value="score"> + <param name="score_col" type="data_column" data_ref="input" numerical="true" label="Score column"/> + </when> + <when value="exist"> + <param name="score_col" type="hidden" value="-1"/> + </when> + </conditional> + <param name="level" type="integer" value="9" label="Level" help="Level of Hilbert curve. The resulting image will have 2<sup>level</sup> by 2<sup>level</sup> pixels."> + <validator type="in_range" min="1" message="The level must be an integer >= 1."/> + </param> + <param name="mode" type="select" label="Summarization mode" help="Method used to determine a value for a point in the plot which covers multiple values in the input."> + <option value="max">Maximal value in each bin</option> + <option value="min">Minimal value in each bin</option> + <option value="absmax" selected="true">Maximal absolute value in each bin</option> + <option value="mean">Mean value of each bin</option> + </param> + </inputs> + + <outputs> + <data name="output" format="pdf"/> + </outputs> + + <tests> + <test> + <param name="input" value="hvis_mkar_chr22.tab"/> + <param name="chrom" value="chr22"/> + <param name="choice" value="score"/> + <param name="score_col" value="15"/> + <param name="level" value="9"/> + <param name="mode" value="absmax"/> + <output name="output" file="hvis_mkar_chr22.pdf" compare="sim_size" delta="7168"/> + </test> + </tests> + + <help> +**Dataset formats** + +The input format is interval_, and the output is an image in PDF format. +(`Dataset missing?`_) + +.. _interval: ${static_path}/formatHelp.html#interval +.. _Dataset missing?: ${static_path}/formatHelp.html + +----- + +**What it does** + +HilbertVis uses the Hilbert space-filling curve to visualize the structure of +position-dependent data. It maps the traditional one-dimensional line +visualization onto a two-dimensional square. For example, here is a diagram +showing the path of a level-2 Hilbert curve. + +.. image:: ${static_path}/images/hilbertvisDiagram.png + +The shade of each pixel represents the value for the corresponding bin of +consecutive genomic positions, calculated according to the specified +summarization mode. The pixels are arranged so that bins that are close +to each other on the data vector are represented by pixels that are close +to each other in the plot. In particular, adjacent bins are mapped to +adjacent pixels. Hence, dark spots in a figure represent a peak; the area +of the spot in the two-dimensional plot is proportional to the width of the +peak in the one-dimensional data, and the darkness of the spot corresponds to +the height of the peak. + +The input file is in interval format, and typically contains a column with +scores or other numbers, such as conservation scores, SNP density, the +coverage of aligned reads from ChIP-Seq data, etc. + +Website: http://www.ebi.ac.uk/huber-srv/hilbert/ + +----- + +**Examples** + +Here are some examples from the HilbertVis homepage, using ChIP-Seq data. + +.. image:: ${static_path}/images/hilbertvis1.png + +----- + +.. image:: ${static_path}/images/hilbertvis2.png + +----- + +**Reference** + +Anders S. (2009) +Visualization of genomic data with the Hilbert curve. +Bioinformatics. 25(10):1231-5. Epub 2009 Mar 17. + + </help> +</tool>
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/hvis_mkar_chr22.tab Tue Aug 20 10:57:23 2013 -0400 @@ -0,0 +1,28863 @@ +chr22 14430000 14440000 25 198 0.126263 4 58 0.068966 1.830808 22.691228 200.308772 6.308772 55.691228 0.3471636826 +chr22 14431000 14441000 22 184 0.119565 8 68 0.117647 1.016304 21.914894 184.085106 8.085106 67.914894 1.0000000000 +chr22 14432000 14442000 18 167 0.107784 10 70 0.142857 0.754491 19.547170 165.452830 8.452830 71.547170 0.5177233340 +chr22 14433000 14443000 14 160 0.087500 10 65 0.153846 0.568750 16.771084 157.228916 7.228916 67.771084 0.2413572437 +chr22 14434000 14444000 11 154 0.071429 11 75 0.146667 0.487013 14.462151 150.537849 7.537849 78.462151 0.1562373723 +chr22 14435000 14445000 8 128 0.062500 11 79 0.139241 0.448864 11.433628 124.566372 7.566372 82.433628 0.1399027248 +chr22 14436000 14446000 5 104 0.048077 14 111 0.126126 0.381181 8.850427 100.149573 10.149573 114.850427 0.0917395981 +chr22 14437000 14447000 5 61 0.081967 16 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