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changeset 1:e237a134059a draft

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planemo upload for repository https://github.com/fidelram/deepTools/tree/master/galaxy/wrapper/ commit fef8b344925620444d93d8159c0b2731a5777920
author bgruening
date Mon, 15 Feb 2016 10:33:27 -0500
parents 105b9da2445c
children 075ac65129b5
files bamCompare.xml deepTools_macros.xml deepTools_macros.xml.orig readme.rst static/images/GC_bias_simulated_reads_2L.png static/images/QC_plotCoverage.png static/images/bamCompare_output.png static/images/bamCoverage_output.png static/images/bamPEFragmentSize_output.png static/images/bigwigCompare_output.png static/images/computeGCBias_output.png static/images/computeMatrix_advancedOutput.png static/images/computeMatrix_output.png static/images/computeMatrix_overview.png static/images/computeMatrix_selectRegions.png static/images/computeMatrix_selectScores.png static/images/flowChart_computeMatrixetc.png static/images/multiBamSummary_output.png static/images/multiBigwigSummary_output.png static/images/plotCorrelate_RNAseq.png static/images/plotCorrelation_output.png static/images/plotCorrelation_scatterplot_PearsonCorr_bigwigScores.png static/images/plotCoverage_annotated.png static/images/plotCoverage_output.png static/images/plotFingerprint_output.png static/images/plotHeatmap_example.png static/images/plotHeatmap_example02.png static/images/plotPCA_annotated.png static/images/plotProfiler_examples.png test-data/bamCompare_result2.bw test-data/bamCoverage_result1.bw test-data/bamCoverage_result2.bw test-data/bamCoverage_result4.bw test-data/bamPEFragmentSize_result1.txt test-data/bigwigCompare_result1.bw test-data/computeMatrix2.bed test-data/computeMatrix2.bw test-data/correctGCBias_result1.bam test-data/plotCoverage_result1.png test-data/plotCoverage_result1.tabular test-data/sequence.2bit test-data/test.bw tool-data/deepTools_seqs.loc.sample tool_dependencies.xml tool_dependencies.xml.orig
diffstat 39 files changed, 17340 insertions(+), 16598 deletions(-) [+]
line wrap: on
line diff
--- a/bamCompare.xml	Mon Jan 25 20:25:37 2016 -0500
+++ b/bamCompare.xml	Mon Feb 15 10:33:27 2016 -0500
@@ -196,34 +196,39 @@
     <help>
 <![CDATA[
 
-**What it does**
+What it does
+-------------
+
+This tool can be used to generate a bigWig or bedGraph file based on **two BAM** files that are compared to each other while being simultaneously normalized for sequencing depth.
+
+To compare the BAM files to each other, the genome is partitioned into bins of equal size, then the number of reads found in each BAM file is counted per bin, and finally a summary value reported.
+This value can be the ratio of the number of reads per bin, the log2 of the ratio, or the difference.
 
-This tool compares two BAM files based on the number of mapped reads. To
-compare the BAM files, the genome is partitioned into bins of equal size, then
-the number of reads found in each BAM file is counted per bin and
-finally a summary value reported. This value can be the ratio of the
-number of reads per bin, the log2 of the ratio or the difference. This tool
-can normalize the number of reads in each BAM file using the SES method
-proposed in Diaz et al. (2012). "Normalization, bias correction, and peak
+This tool can normalize the number of reads in each BAM file using the SES method proposed in Diaz et al. (2012). "Normalization, bias correction, and peak
 calling for ChIP-seq". Statistical applications in genetics and molecular
-biology, 11(3). Normalization based on read counts is also available. The
-output is either a bedgraph or a bigwig file containing the bin location and
-the resulting comparison values. By default, if reads are mated, the fragment
-length reported in the BAM file is used. In the case of paired-end mapping,
-each read mate is treated independently to avoid a bias when a mixture of
-concordant and discordant pairs are present. This means that *each end* will be
-extended to match the fragment length.
+biology, 11(3).
+
+Normalization based on read counts is also available.
 
+By default, if reads are from a paired-end sequencing run and reads are properly paired, the fragment length reported in the BAM file is used.
+
+**Note:** *For paired-end sequencing samples, each read mate is treated independently to avoid a bias when a mixture of concordant and discordant pairs are present. This means that _each end_ will be extended to match the fragment length.*
 
 .. image:: $PATH_TO_IMAGES/norm_IGVsnapshot_indFiles.png
-
+   :width: 600
+   :height: 336
 
-You can find more details on the bamCompare doc page: https://deeptools.readthedocs.org/en/master/content/tools/bamCompare.html
+Output files
+--------------
 
+``bamCompare`` produces the same kind of output as ``bamCoverage``.
+The difference is that you now obtain 1 coverage file that is based on 2 BAM files: a bedGraph or a bigwig file containing the bin location and the resulting comparison values.
 
-**Output files**:
+Like BAM files, bigWig files are compressed, binary files. If you would like to see the coverage values, choose the bedGraph output. For more information on typical NGS file formats, see our `Glossary <http://deeptools.readthedocs.org/en/latest/content/help_glossary.html#file-formats>`_
 
-- same as for bamCoverage, except that you now obtain 1 coverage file that is based on 2 BAM files.
+.. image:: $PATH_TO_IMAGES/bamCompare_output.png
+   :width: 600
+   :height: 436
 
 -----
 
--- a/deepTools_macros.xml	Mon Jan 25 20:25:37 2016 -0500
+++ b/deepTools_macros.xml	Mon Feb 15 10:33:27 2016 -0500
@@ -72,12 +72,12 @@
     </xml>
 
     <token name="@THREADS@">--numberOfProcessors "\${GALAXY_SLOTS:-4}"</token>
-    <token name="@WRAPPER_VERSION@">2.0.1</token>
+    <token name="@WRAPPER_VERSION@">2.1.0</token>
     <xml name="requirements">
         <requirements>
             <requirement type="package" version="2.7.10">python</requirement>
             <requirement type="binary">@BINARY@</requirement>
-            <requirement type="package" version="2.0.1">deepTools</requirement>
+            <requirement type="package" version="2.1.0">deepTools</requirement>
             <yield />
         </requirements>
         <expand macro="stdio" />
@@ -104,6 +104,7 @@
                     <param name="clustering_options" type="select" label="Clustering algorithm">
                         <option value="none">No clustering</option>
                         <option value="kmeans">Kmeans clustering</option>
+                        <option value="hclust">Hierarchical clustering</option>
                     </param>
                     <when value="kmeans">
                         <param name="k_kmeans" type="integer" value="0" label="Number of clusters to compute"
@@ -112,6 +113,15 @@
                             If more specific clustering methods are required it is advisable to save the underlying matrix and
                             run the clustering using other software."/>
                     </when>
+                    <when value="hclust">
+                        <param name="n_hclust" type="integer" value="0" label="number of clusters to compute."
+                            help="WARNING: This option causes the tool to run for a very long time! When this option is
+                            set, the matrix is split into clusters using the hierarchical clustering algorithm, using ward linkage.
+                            This only works for data that is not grouped, otherwise only the first group will be clustered.
+                            Note that you must have used the '--missingDataAsZero' option within computeMatrix!
+                            If more specific clustering methods are required it is advisable to save the underlying matrix and
+                            run the clustering using other software."/>
+                    </when>
                     <when value="none" />
                 </conditional>
             </when>
@@ -126,6 +136,11 @@
                     --kmeans $advancedOpt.used_multiple_regions.clustering.k_kmeans
                 #end if
             #end if
+            #if $advancedOpt.used_multiple_regions.clustering.clustering_options == 'hclust':
+                #if int($advancedOpt.used_multiple_regions.clustering.n_hclust) > 0:
+                    --hclust $advancedOpt.used_multiple_regions.clustering.n_hclust
+                #end if
+            #end if
         #end if
     </token>
 
@@ -293,6 +308,12 @@
     </xml>
 
     <xml name="multiple_input_bams">
+        <param argument="--bamfiles" type="data" format="bam" min="1"
+            label="Bam file" multiple="true"
+            help="The BAM file must be sorted."/>
+    </xml>
+
+    <xml name="multiple_input_bams_min2">
         <param argument="--bamfiles" type="data" format="bam" min="2"
             label="Bam file" multiple="true"
             help="The BAM file must be sorted."/>
@@ -310,6 +331,7 @@
             help="Title of the plot, to be printed on top of the generated image." />
     </xml>
 
+
     <token name="@multiple_input_bams@">
 <![CDATA[
         #set files=[]
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/deepTools_macros.xml.orig	Mon Feb 15 10:33:27 2016 -0500
@@ -0,0 +1,639 @@
+<macros>
+
+    <xml name="advancedOpt_scaffold">
+        <conditional name="advancedOpt">
+            <param name="showAdvancedOpt" type="select" label="Show advanced options" >
+                <option value="no" selected="true">no</option>
+                <option value="yes">yes</option>
+            </param>
+            <when value="no" />
+            <when value="yes">
+                <yield/>
+            </when>
+        </conditional>
+    </xml>
+
+    <token name="@ADVANCED_OPTS_READ_PROCESSING@">
+        #if $advancedOpt.doExtendCustom.doExtend == 'custom':
+            --extendReads $advancedOpt.doExtendCustom.extendReadsValue
+        #else if $advancedOpt.doExtendCustom.doExtend == 'yes':
+            --extendReads
+        #end if
+        $advancedOpt.ignoreDuplicates
+        $advancedOpt.centerReads
+        #if $advancedOpt.minMappingQuality:
+            --minMappingQuality '$advancedOpt.minMappingQuality'
+        #end if
+        #if $advancedOpt.samFlagInclude:
+            --samFlagInclude $advancedOpt.samFlagInclude
+        #end if
+        #if $advancedOpt.samFlagExclude:
+            --samFlagExclude $advancedOpt.samFlagExclude
+        #end if
+    </token>
+
+    <xml name="heatmap_options">
+        <expand macro="zMin_zMax" />
+        <expand macro="colorMap" />
+        <expand macro="plotTitle" />
+        <expand macro="plotNumbers" />
+    </xml>
+
+    <token name="@HEATMAP_OPTIONS@">
+        #if str($plotting_type.zMin) != "":
+            --zMin $plotting_type.zMin
+        #end if
+        #if str($plotting_type.zMax) != "":
+            --zMax $plotting_type.zMax
+        #end if
+        --colorMap '$plotting_type.colorMap'
+        $plotting_type.plotNumbers
+        --plotTitle '$plotting_type.plotTitle'
+    </token>
+
+
+    <xml name="includeZeros">
+        <param argument="--includeZeros" type="boolean" truevalue="--includeZeros" falsevalue=""
+            label="Include zeros"
+            help="If set, then regions with zero counts for *all* BAM files are included. The default behavior is to ignore such regions." />
+    </xml>
+
+    <xml name="zMin_zMax">
+        <param argument="--zMin" type="float" value="" optional="true" label="Minimum value for the heatmap intensities"
+            help="If not specified the value is set automatically."/>
+        <param argument="--zMax" type="float" value="" optional="true" label="Maximum value for the heatmap intensities"
+            help="If not specified the value is set automatically."/>
+    </xml>
+
+    <xml name="region_limit_operation">
+        <param argument="--region" type="text" value=""
+            label="Region of the genome to limit the operation to"
+            help="This is useful when testing parameters to reduce the time required. The format is chr:start:end, for example &quot;chr10&quot; or &quot;chr10:456700:891000&quot;." />
+    </xml>
+
+    <token name="@THREADS@">--numberOfProcessors "\${GALAXY_SLOTS:-4}"</token>
+<<<<<<< HEAD
+    <token name="@WRAPPER_VERSION@">2.0.1.0</token>
+=======
+    <token name="@WRAPPER_VERSION@">2.1.0</token>
+>>>>>>> d56067f86089e75354a2fad266002db3730766d9
+    <xml name="requirements">
+        <requirements>
+            <requirement type="package" version="2.7.10">python</requirement>
+            <requirement type="binary">@BINARY@</requirement>
+<<<<<<< HEAD
+            <requirement type="package" version="2.0.1">deepTools</requirement>
+=======
+            <requirement type="package" version="2.1.0">deepTools</requirement>
+>>>>>>> d56067f86089e75354a2fad266002db3730766d9
+            <yield />
+        </requirements>
+        <expand macro="stdio" />
+        <version_command>@BINARY@ --version</version_command>
+    </xml>
+
+    <xml name="smoothLength">
+        <param argument="--smoothLength" type="integer" value="" optional="True" min="1"
+            label="Smooth values using the following length (in bases)"
+            help ="The smooth length defines a window, larger than the bin size, over which the number of reads is to be averaged. For example, if the bin size is set to 20 and the smooth length is 60, then, for each bin, its value is set to the average of it and its left and right neighbors. Any value smaller than the bin size will be ignored and no smoothing will be applied."/>
+    </xml>
+
+
+    <xml name="kmeans_clustering">
+        <conditional name="used_multiple_regions">
+            <param name="used_multiple_regions_options" type="select"
+                label="Did you compute the matrix with more than one groups of regions?"
+                help="Would you like to cluster the regions according to the similarity of the signal distribution? This is only possible if you used computeMatrix on only one group of regions.">
+                <option value="yes">Yes, I used multiple groups of regions</option>
+                <option value="no">No, I used only one group</option>
+            </param>
+            <when value="no">
+                <conditional name="clustering">
+                    <param name="clustering_options" type="select" label="Clustering algorithm">
+                        <option value="none">No clustering</option>
+                        <option value="kmeans">Kmeans clustering</option>
+                        <option value="hclust">Hierarchical clustering</option>
+                    </param>
+                    <when value="kmeans">
+                        <param name="k_kmeans" type="integer" value="0" label="Number of clusters to compute"
+                            help="When this option is set, the matrix is split into clusters using the k-means algorithm.
+                            This only works for data that is not grouped, otherwise only the first group will be clustered.
+                            If more specific clustering methods are required it is advisable to save the underlying matrix and
+                            run the clustering using other software."/>
+                    </when>
+                    <when value="hclust">
+                        <param name="n_hclust" type="integer" value="0" label="number of clusters to compute."
+                            help="WARNING: This option causes the tool to run for a very long time! When this option is
+                            set, the matrix is split into clusters using the hierarchical clustering algorithm, using ward linkage.
+                            This only works for data that is not grouped, otherwise only the first group will be clustered.
+                            Note that you must have used the '--missingDataAsZero' option within computeMatrix!
+                            If more specific clustering methods are required it is advisable to save the underlying matrix and
+                            run the clustering using other software."/>
+                    </when>
+                    <when value="none" />
+                </conditional>
+            </when>
+            <when value="yes" />
+        </conditional>
+    </xml>
+
+    <token name="@KMEANS_CLUSTERING@">
+        #if $advancedOpt.used_multiple_regions.used_multiple_regions_options == 'no':
+            #if $advancedOpt.used_multiple_regions.clustering.clustering_options == 'kmeans':
+                #if int($advancedOpt.used_multiple_regions.clustering.k_kmeans) > 0:
+                    --kmeans $advancedOpt.used_multiple_regions.clustering.k_kmeans
+                #end if
+            #end if
+            #if $advancedOpt.used_multiple_regions.clustering.clustering_options == 'hclust':
+                #if int($advancedOpt.used_multiple_regions.clustering.n_hclust) > 0:
+                    --hclust $advancedOpt.used_multiple_regions.clustering.n_hclust
+                #end if
+            #end if
+        #end if
+    </token>
+
+    <xml name="samFlags">
+        <param argument="--samFlagInclude" type="integer" optional="True" value=""
+            label="Include reads based on the SAM flag"
+            help= "For example, to get only reads that are the first mate use a flag of 64. This is useful to count properly paired reads only once, otherwise the second mate will be also considered for the coverage."/>
+        <param argument="--samFlagExclude" type="integer" optional="True" value=""
+            label="Exclude reads based on the SAM flag"
+            help= "For example, to get only reads that map to the forward strand, use --samFlagExclude 16, where 16 is the SAM flag for reads that map to the reverse strand."/>
+    </xml>
+
+    <xml name="read_processing_options">
+        <expand macro="extendReads" />
+        <expand macro="ignoreDuplicates" />
+        <expand macro="centerReads" />
+        <expand macro="minMappingQuality" />
+        <expand macro="samFlags" />
+    </xml>
+
+    <xml name="plotNumbers">
+        <param argument="--plotNumbers" type="boolean" truevalue="--plotNumbers" falsevalue=""
+            label="Plot the correlation value"
+            help="If set, then the correlation number is plotted on top of the heatmap."/>
+    </xml>
+
+    <xml name="extendReads">
+        <conditional name="doExtendCustom">
+            <param name="doExtend" type="select" label="Extend reads to the given average fragment size."
+                help="(1) Single-end reads and singletons are extended to match this length. (2) Paired-end reads are extended to match the fragment size, regardless of what is set here.
+                     By default *each* read mate is extended.
+                     This can be modified using the SAM flags (see --samFlagInclude and --samFlagExclude options) to keep only the first or the second mate.
+                     Unmated reads, mate reads that map to different chromosomes or too far apart are extended to the given value.
+                     Reads are only extended if --extendReads is set to a value greater than the read length. *NOTE*: For spliced-read data, this option is not
+                     recommended as it will extend reads over skipped regions, e.g. introns in RNA-seq data.">
+                <option value="no" selected="True">No extension. The default value and most typically appropriate.</option>
+                <option value="yes">Paired-end extension. Suitable only for paired-end datasets.</option>
+                <option value="custom">A custom length, which will be applied to ALL reads.</option>
+            </param>
+            <when value="no" />
+            <when value="yes" />
+            <when value="custom">
+                <param name="extendReadsValue" type="integer" value="300" min="1"
+                    label="Extend reads to the given average fragment size"
+                    help="Extend all reads to this length" />
+            </when>
+        </conditional>
+    </xml>
+
+    <xml name="corMethod">
+        <param argument="--corMethod" type="select" label="Correlation method">
+            <option value="spearman" selected="True">Spearman</option>
+            <option value="pearson">Pearson</option>
+        </param>
+    </xml>
+
+    <xml name="distanceBetweenBins">
+        <param argument="--distanceBetweenBins" type="integer" value="0" min="0"
+            label="Distance between bins"
+            help="By default, multiBamSummary considers consecutive bins of
+                the specified 'Bin size'. However, to reduce the
+                computation time, a larger distance between bins can
+                be given. Larger distances result in fewer bins being
+                considered."/>
+    </xml>
+
+    <xml name="centerReads">
+        <param argument="--centerReads" type="boolean" truevalue="--centerReads" falsevalue=""
+            label="Center regions with respect to the fragment length"
+            help="For paired-end data the fragment is defined by the bounds of the reads. For single-end data the bounds are defined by the read and the user-definable fragment/extension length. This option is useful to get a sharper signal around enriched regions."/>
+    </xml>
+
+    <xml name="ignoreDuplicates">
+        <param argument="--ignoreDuplicates" type="boolean" truevalue="--ignoreDuplicates" falsevalue=""
+            label="Ignore duplicates"
+            help="If set, reads that have the same orientation and start position will be considered only once. If reads are paired, the mate position also has to coincide to ignore a read." />
+    </xml>
+
+    <xml name="sortUsing">
+        <param argument="--sortUsing" type="select" label="Method used for sorting"
+            help="For each row the method is computed.">
+            <option value="mean" selected="true">mean</option>
+            <option value="median">median</option>
+            <option value="min">min</option>
+            <option value="max">max</option>
+            <option value="sum">sum</option>
+            <option value="region_length">region length</option>
+        </param>
+    </xml>
+
+    <xml name="sortRegions">
+        <param argument="--sortRegions" type="select" label="Sort regions"
+            help="Whether the heatmap should present the regions sorted. The default is to sort in descending order based on the mean value per region.">
+            <option value="no">no ordering</option>
+            <option value="descend" selected="true">descending order</option>
+            <option value="ascend">ascending order</option>
+        </param>
+    </xml>
+
+    <xml name="minMappingQuality">
+        <param argument="--minMappingQuality" type="integer" optional="true" value="1" min="1"
+            label="Minimum mapping quality"
+            help= "If set, only reads with a mapping quality score higher than this value are considered."/>
+    </xml>
+
+    <xml name="skipZeros">
+        <param argument="--skipZeros" type="boolean" truevalue="--skipZeros" falsevalue=""
+            label ="Skip zeros"
+            help ="If set, then zero counts that happen for *all* BAM files given are ignored. This may result in fewer considered regions." />
+    </xml>
+
+    <xml name="fragmentLength">
+        <param argument="--fragmentLength" type="integer" value="300" min="1"
+            label="Fragment length used for the sequencing"
+            help ="If paired-end reads are used, the fragment length is computed from the BAM file, so this is only needed for single-end data."/>
+    </xml>
+
+    <xml name="scaleFactor">
+        <param argument="--scaleFactor" type="float" value="1" label="Scaling factor"
+            help="When used in combination with --normalizeTo1x or
+                --normalizeUsingRPKM, the computed scaling factor will
+                be multiplied by the given scale factor." />
+    </xml>
+
+    <xml name="scaleFactors">
+        <param name="scaleFactor1" type="float" value="1" label="Scale factor for treatment" help="(--scaleFactors)"/>
+        <param name="scaleFactor2" type="float" value="1" label="Scale factor for input" help="(--scaleFactors)"/>
+    </xml>
+
+    <xml name="stdio">
+        <stdio>
+            <exit_code range="1:" />
+            <exit_code range=":-1" />
+            <regex match="Error:" />
+            <regex match="Exception:" />
+            <regex match="EXception:" />
+            <regex match="Traceback" />
+        </stdio>
+    </xml>
+
+    <xml name="pseudocount">
+        <param argument="--pseudocount" type="float" value="1" label="Pseudocount" help="Small number to avoid dividing by zero."/>
+    </xml>
+
+    <token name="@REFERENCES@">
+
+.. class:: infomark
+
+For more information on the tools, please visit our `help site`_.
+
+If you would like to give us feedback or you run into any trouble, please send an email to deeptools@googlegroups.com
+
+This tool is developed by the `Bioinformatics and Deep-Sequencing Unit`_ at the `Max Planck Institute for Immunobiology and Epigenetics`_.
+
+.. _Bioinformatics and Deep-Sequencing Unit: http://www.ie-freiburg.mpg.de/bioinformaticsfac
+.. _Max Planck Institute for Immunobiology and Epigenetics: http://www3.ie-freiburg.mpg.de
+.. _help site: https://deeptools.readthedocs.org/
+
+    </token>
+    <xml name="citations">
+        <citations>
+            <citation type="doi">10.1093/nar/gku365</citation>
+            <yield />
+        </citations>
+    </xml>
+
+    <xml name="multiple_input_bams">
+        <param argument="--bamfiles" type="data" format="bam" min="2"
+            label="Bam file" multiple="true"
+            help="The BAM file must be sorted."/>
+    </xml>
+
+    <xml name="multiple_input_bigwigs">
+        <param argument="--bigwigfiles" type="data" format="bigwig" multiple="True" min="2"
+            label="Bigwig file"
+            help="A Bigwig file."/>
+    </xml>
+
+    <xml name="plotTitle">
+        <param argument="--plotTitle" type="text" value="" size="30" optional="True"
+            label="Title of the plot"
+            help="Title of the plot, to be printed on top of the generated image." />
+    </xml>
+
+
+    <token name="@multiple_input_bams@">
+<![CDATA[
+        #set files=[]
+        #set labels=[]
+        #for $counter, $bamfile in enumerate($bamfiles):
+            ln -s "${bamfile}" "./${counter}.bam" &&
+            ln -s "${bamfile.metadata.bam_index}" "./${counter}.bam.bai" &&
+            #silent $files.append('%s.bam' % $counter)
+            #silent $labels.append('%s' % ($bamfile.display_name))
+        #end for
+]]>
+    </token>
+
+    <token name="@multiple_input_bigwigs@">
+<![CDATA[
+        #set files=[]
+        #set labels=[]
+        #for $counter, $bigwig in enumerate($bigwigfiles):
+            ln -s "${bigwig}" "${counter}.bw" &&
+            #silent $files.append('%s.bw' % $counter)
+            #silent $labels.append('%s' % ($bigwig.display_name))
+        #end for
+]]>
+    </token>
+
+    <xml name="reference_genome_source">
+        <conditional name="source">
+            <param name="ref_source" type="select" label="Reference genome">
+                <option value="cached">locally cached</option>
+                <option value="history">in your history</option>
+            </param>
+            <when value="cached">
+                <param name="input1_2bit" type="select" label="Using reference genome" help="If your genome of interest is not listed, contact the Galaxy team">
+                    <options from_data_table="lastz_seqs">
+                        <filter type="sort_by" column="1" />
+                        <validator type="no_options" message="No indexes are available." />
+                    </options>
+                </param>
+            </when>
+            <when value="history">
+                <param name="input1" type="data" format="twobit" label="Select a reference dataset in 2bit format" />
+            </when>
+        </conditional>
+    </xml>
+
+    <token name="@reference_genome_source@">
+    #if $source.ref_source=="history":
+        --genome $source.input1
+    #else:
+        --genome "$source.input1_2bit.fields.path"
+    #end if
+    </token>
+
+    <xml name="effectiveGenomeSize">
+        <conditional name="effectiveGenomeSize">
+            <param name="effectiveGenomeSize_opt" type="select" label="Effective genome size"
+                help="The effective genome size is the portion of the genome that is mappable. Large fractions of the genome are stretches of NNNN that should be discarded.
+                    Also, if repetitive regions were not included in the mapping of reads, the effective genome size needs to be adjusted accordingly.
+                    See Table 2 of http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0030377 or http://www.nature.com/nbt/journal/v27/n1/fig_tab/nbt.1518_T1.html for several effective genome sizes.">
+                <option value="93260000">ce10 (93260000)</option>
+                <option value="121400000">dm3 (121400000)</option>
+                <option value="2451960000" selected="true">hg19 (2451960000)</option>
+                <option value="2150570000">mm9 (2150570000)</option>
+                <option value="specific">user specified</option>
+            </param>
+            <when value="specific">
+                <param argument="--effectiveGenomeSize" type="integer" value="" label="Effective genome size" help="e.g. ce10: 93260000, dm3: 121400000, hg19: 2451960000, mm9: 2150570000"/>
+            </when>
+            <when value="2150570000" />
+            <when value="2451960000" />
+            <when value="121400000" />
+            <when value="93260000" />
+        </conditional>
+    </xml>
+
+    <xml name="skipNAs">
+        <param argument="--skipNAs" type="boolean" truevalue="--skipNAs" falsevalue="" checked="False"
+            label="Ignore missing data?"
+            help="This parameter determines if non-covered regions
+                 (regions without overlapping reads) in a bam/bigWig file
+                 should be skipped. The default is to treat those
+                 regions as having a value of zero. The decision to
+                 skip non-covered regions depends on the interpretation
+                 of the data. Non-covered regions may represent, for
+                 example, repetitive regions that should be ignored.
+                 (default: False)" />
+    </xml>
+
+    <xml name="input_save_matrix_values">
+        <param argument="--saveMatrix" type="boolean" label="Save the matrix of values underlying the heatmap"/>
+    </xml>
+
+    <xml name="input_graphic_output_settings">
+        <conditional name="output" >
+            <param name="showOutputSettings" type="select" label="Show advanced output settings" >
+                <option value="no" selected="true">no</option>
+                <option value="yes">yes</option>
+            </param>
+            <when value="no" />
+            <when value="yes">
+                <yield />
+                <param name="saveSortedRegions" type="boolean" label="Save the regions after skipping zeros or min/max threshold values" help="The order of the regions in the file follows the sorting order selected. This is useful, for example, to generate other heatmaps keeping the sorting of the first heatmap."/>
+            </when>
+        </conditional>
+    </xml>
+
+
+    <xml name="input_image_file_format">
+        <param argument="--outFileFormat" type="select" label="Image file format">
+            <option value="png" selected="true">png</option>
+            <option value="pdf">pdf</option>
+            <option value="svg">svg</option>
+            <option value="eps">eps</option>
+        </param>
+    </xml>
+
+    <xml name="output_image_file_format">
+        <data format="png" name="outFileName" label="${tool.name} image">
+            <change_format>
+                <when input="output.outFileFormat" value="pdf" format="pdf" />
+                <when input="output.outFileFormat" value="svg" format="svg" />
+                <when input="output.outFileFormat" value="eps" format="eps" />
+            </change_format>
+        </data>
+    </xml>
+
+    <xml name="output_image_file_format_not_nested">
+        <data format="png" name="outFileName" label="${tool.name} image">
+            <change_format>
+                <when input="outFileFormat" value="pdf" format="pdf" />
+                <when input="outFileFormat" value="svg" format="svg" />
+                <when input="outFileFormat" value="eps" format="eps" />
+            </change_format>
+        </data>
+    </xml>
+
+    <xml name="output_save_matrix_values">
+        <data format="tabular" name="outFileNameMatrix" label="${tool.name} on ${on_string}: Heatmap values">
+            <filter>
+            ((
+                output['showOutputSettings'] == 'yes' and
+                output['saveMatrix'] is True
+            ))
+            </filter>
+        </data>
+    </xml>
+
+    <xml name="output_graphic_outputs">
+        <data format="bed" name="outFileSortedRegions" label="${tool.name} on ${on_string}: sorted/filtered regions">
+            <filter>
+            ((
+                output['showOutputSettings'] == 'yes' and
+                output['saveSortedRegions'] is True
+            ))
+            </filter>
+        </data>
+    </xml>
+
+    <xml name="colorMap">
+        <param name="colorMap" type="select" label="Color map to use for the heatmap" help=" Available color map names can be found here: http://www.astro.lsa.umich.edu/~msshin/science/code/matplotlib_cm/">
+            <option value="RdYlBu" selected="true">RdYlBu</option>
+            <option value="Accent">Accent</option>
+            <option value="Spectral">Spectral</option>
+            <option value="Set1">Set1</option>
+            <option value="Set2">Set2</option>
+            <option value="Set3">Set3</option>
+            <option value="Dark2">Dark2</option>
+            <option value="Reds">Reds</option>
+            <option value="Oranges">Oranges</option>
+            <option value="Greens">Greens</option>
+            <option value="Blues">Blues</option>
+            <option value="Greys">Greys</option>
+            <option value="Purples">Purples</option>
+            <option value="Paired">Paired</option>
+            <option value="Pastel1">Pastel1</option>
+            <option value="Pastel2">Pastel2</option>
+            <option value="spring">spring</option>
+            <option value="summer">summer</option>
+            <option value="autumn">autumn</option>
+            <option value="winter">winter</option>
+            <option value="hot">hot</option>
+            <option value="coolwarm">coolwarm</option>
+            <option value="cool">cool</option>
+            <option value="seismic">seismic</option>
+            <option value="terrain">terrain</option>
+            <option value="ocean">ocean</option>
+            <option value="rainbow">rainbow</option>
+            <option value="bone">bone</option>
+            <option value="flag">flag</option>
+            <option value="prism">prism</option>
+            <option value="cubehelix">cubehelix</option>
+            <option value="binary">binary</option>
+            <option value="pink">pink</option>
+            <option value="gray">gray</option>
+            <option value="copper">copper</option>
+            <option value="BrBG">BrBG</option>
+            <option value="BuGn">BuGn</option>
+            <option value="BuPu">BuPu</option>
+            <option value="GnBu">GnBu</option>
+            <option value="OrRd">OrRd</option>
+            <option value="PiYG">PiYG</option>
+            <option value="PRGn">PRGn</option>
+            <option value="PuOr">PuOr</option>
+            <option value="PuRd">PuRd</option>
+            <option value="PuBu">PuBu</option>
+            <option value="RdBu">RdBu</option>
+            <option value="RdGy">RdGy</option>
+            <option value="RdPu">RdPu</option>
+            <option value="YlGn">YlGn</option>
+            <option value="PuBuGn">PuBuGn</option>
+            <option value="RdYlGn">RdYlGn</option>
+            <option value="YlGnBu">YlGnBu</option>
+            <option value="YlOrBr">YlOrBr</option>
+            <option value="YlOrRd">YlOrRd</option>
+            <option value="gist_gray">gist_gray</option>
+            <option value="gist_stern">gist_stern</option>
+            <option value="gist_earth">gist_earth</option>
+            <option value="gist_yarg">gist_yarg</option>
+            <option value="gist_ncar">gist_ncar</option>
+            <option value="gist_rainbow">gist_rainbow</option>
+            <option value="gist_heat">gist_heat</option>
+            <option value="gnuplot">gnuplot</option>
+            <option value="gnuplot2">gnuplot2</option>
+            <option value="CMRmap">CMRmap</option>
+            <option value="bwr">bwr</option>
+            <option value="hsv">hsv</option>
+            <option value="brg">brg</option>
+            <option value="jet">jet</option>
+            <option value="afmhot">afmhot</option>
+            <option value="Accent_r">Accent reversed</option>
+            <option value="Spectral_r">Spectral reversed</option>
+            <option value="Set1_r">Set1 reversed</option>
+            <option value="Set2_r">Set2 reversed</option>
+            <option value="Set3_r">Set3 reversed</option>
+            <option value="Dark2_r">Dark2 reversed</option>
+            <option value="Reds_r">Reds reversed</option>
+            <option value="Oranges_r">Oranges reversed</option>
+            <option value="Greens_r">Greens reversed</option>
+            <option value="Blues_r">Blues reversed</option>
+            <option value="Greys_r">Greys reversed</option>
+            <option value="Purples_r">Purples reversed</option>
+            <option value="Paired_r">Paired reversed</option>
+            <option value="Pastel1_r">Pastel1 reversed</option>
+            <option value="Pastel2_r">Pastel2 reversed</option>
+            <option value="spring_r">spring reversed</option>
+            <option value="summer_r">summer reversed</option>
+            <option value="autumn_r">autumn reversed</option>
+            <option value="winter_r">winter reversed</option>
+            <option value="hot_r">hot reversed</option>
+            <option value="coolwarm_r">coolwarm reversed</option>
+            <option value="cool_r">cool reversed</option>
+            <option value="seismic_r">seismic reversed</option>
+            <option value="terrain_r">terrain reversed</option>
+            <option value="ocean_r">ocean reversed</option>
+            <option value="rainbow_r">rainbow reversed</option>
+            <option value="bone_r">bone reversed</option>
+            <option value="flag_r">flag reversed</option>
+            <option value="prism_r">prism reversed</option>
+            <option value="cubehelix_r">cubehelix reversed</option>
+            <option value="binary_r">binary reversed</option>
+            <option value="pink_r">pink reversed</option>
+            <option value="gray_r">gray reversed</option>
+            <option value="copper_r">copper reversed</option>
+            <option value="BrBG_r">BrBG reversed</option>
+            <option value="BuGn_r">BuGn reversed</option>
+            <option value="BuPu_r">BuPu reversed</option>
+            <option value="GnBu_r">GnBu reversed</option>
+            <option value="OrRd_r">OrRd reversed</option>
+            <option value="PiYG_r">PiYG reversed</option>
+            <option value="PRGn_r">PRGn reversed</option>
+            <option value="PuOr_r">PuOr reversed</option>
+            <option value="PuRd_r">PuRd reversed</option>
+            <option value="PuBu_r">PuBu reversed</option>
+            <option value="RdBu_r">RdBu reversed</option>
+            <option value="RdGy_r">RdGy reversed</option>
+            <option value="RdPu_r">RdPu reversed</option>
+            <option value="YlGn_r">YlGn reversed</option>
+            <option value="PuBuGn_r">PuBuGn reversed</option>
+            <option value="RdYlBu_r">RdYlBu reversed</option>
+            <option value="RdYlGn_r">RdYlGn reversed</option>
+            <option value="YlGnBu_r">YlGnBu reversed</option>
+            <option value="YlOrBr_r">YlOrBr reversed</option>
+            <option value="YlOrRd_r">YlOrRd reversed</option>
+            <option value="gist_gray_r">gist_gray reversed</option>
+            <option value="gist_stern_r">gist_stern reversed</option>
+            <option value="gist_earth_r">gist_earth reversed</option>
+            <option value="gist_yarg_r">gist_yarg reversed</option>
+            <option value="gist_ncar_r">gist_ncar reversed</option>
+            <option value="gist_rainbow_r">gist_rainbow reversed</option>
+            <option value="gist_heat_r">gist_heat reversed</option>
+            <option value="gnuplot_r">gnuplot reversed</option>
+            <option value="gnuplot2_r">gnuplot2 reversed</option>
+            <option value="CMRmap_r">CMRmap reversed</option>
+            <option value="bwr_r">bwr reversed</option>
+            <option value="hsv_r">hsv reversed</option>
+            <option value="brg_r">brg reversed</option>
+            <option value="jet_r">jet reversed</option>
+            <option value="afmhot_r">afmhot reversed</option>
+        </param>
+
+    </xml>
+
+</macros>
Binary file static/images/GC_bias_simulated_reads_2L.png has changed
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--- a/test-data/bamPEFragmentSize_result1.txt	Mon Jan 25 20:25:37 2016 -0500
+++ b/test-data/bamPEFragmentSize_result1.txt	Mon Feb 15 10:33:27 2016 -0500
@@ -2,19 +2,19 @@
 
 
 Fragment lengths:
-Min.: 241
+Min.: 241.0
 1st Qu.: 241.5
 Mean: 244.666666667
 Median: 242.0
 3rd Qu.: 246.5
-Max.: 251
+Max.: 251.0
 Std: 4.49691252108
 
 Read lengths:
-Min.: 251
+Min.: 251.0
 1st Qu.: 251.0
 Mean: 251.0
 Median: 251.0
 3rd Qu.: 251.0
-Max.: 251
+Max.: 251.0
 Std: 0.0
Binary file test-data/bigwigCompare_result1.bw has changed
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Binary file test-data/plotCoverage_result1.png has changed
--- a/test-data/plotCoverage_result1.tabular	Mon Jan 25 20:25:37 2016 -0500
+++ b/test-data/plotCoverage_result1.tabular	Mon Feb 15 10:33:27 2016 -0500
@@ -1,16570 +1,16570 @@
-'bowtie2-test1.bam'	'bowtie2-test1.bam'
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+chrM	16481	16482	0.0	0.0
+chrM	16482	16483	0.0	0.0
+chrM	16483	16484	0.0	0.0
+chrM	16484	16485	0.0	0.0
+chrM	16485	16486	0.0	0.0
+chrM	16486	16487	0.0	0.0
+chrM	16487	16488	0.0	0.0
+chrM	16488	16489	0.0	0.0
+chrM	16489	16490	0.0	0.0
+chrM	16490	16491	0.0	0.0
+chrM	16491	16492	0.0	0.0
+chrM	16492	16493	0.0	0.0
+chrM	16493	16494	0.0	0.0
+chrM	16494	16495	0.0	0.0
+chrM	16495	16496	0.0	0.0
+chrM	16496	16497	0.0	0.0
+chrM	16497	16498	0.0	0.0
+chrM	16498	16499	0.0	0.0
+chrM	16499	16500	0.0	0.0
+chrM	16500	16501	0.0	0.0
+chrM	16501	16502	0.0	0.0
+chrM	16502	16503	0.0	0.0
+chrM	16503	16504	0.0	0.0
+chrM	16504	16505	0.0	0.0
+chrM	16505	16506	0.0	0.0
+chrM	16506	16507	0.0	0.0
+chrM	16507	16508	0.0	0.0
+chrM	16508	16509	0.0	0.0
+chrM	16509	16510	0.0	0.0
+chrM	16510	16511	0.0	0.0
+chrM	16511	16512	0.0	0.0
+chrM	16512	16513	0.0	0.0
+chrM	16513	16514	0.0	0.0
+chrM	16514	16515	0.0	0.0
+chrM	16515	16516	0.0	0.0
+chrM	16516	16517	0.0	0.0
+chrM	16517	16518	0.0	0.0
+chrM	16518	16519	0.0	0.0
+chrM	16519	16520	0.0	0.0
+chrM	16520	16521	0.0	0.0
+chrM	16521	16522	0.0	0.0
+chrM	16522	16523	0.0	0.0
+chrM	16523	16524	0.0	0.0
+chrM	16524	16525	0.0	0.0
+chrM	16525	16526	0.0	0.0
+chrM	16526	16527	0.0	0.0
+chrM	16527	16528	0.0	0.0
+chrM	16528	16529	0.0	0.0
+chrM	16529	16530	0.0	0.0
+chrM	16530	16531	0.0	0.0
+chrM	16531	16532	0.0	0.0
+chrM	16532	16533	0.0	0.0
+chrM	16533	16534	0.0	0.0
+chrM	16534	16535	0.0	0.0
+chrM	16535	16536	0.0	0.0
+chrM	16536	16537	0.0	0.0
+chrM	16537	16538	0.0	0.0
+chrM	16538	16539	0.0	0.0
+chrM	16539	16540	0.0	0.0
+chrM	16540	16541	0.0	0.0
+chrM	16541	16542	0.0	0.0
+chrM	16542	16543	0.0	0.0
+chrM	16543	16544	0.0	0.0
+chrM	16544	16545	0.0	0.0
+chrM	16545	16546	0.0	0.0
+chrM	16546	16547	0.0	0.0
+chrM	16547	16548	0.0	0.0
+chrM	16548	16549	0.0	0.0
+chrM	16549	16550	0.0	0.0
+chrM	16550	16551	0.0	0.0
+chrM	16551	16552	0.0	0.0
+chrM	16552	16553	0.0	0.0
+chrM	16553	16554	0.0	0.0
+chrM	16554	16555	0.0	0.0
+chrM	16555	16556	0.0	0.0
+chrM	16556	16557	0.0	0.0
+chrM	16557	16558	0.0	0.0
+chrM	16558	16559	0.0	0.0
+chrM	16559	16560	0.0	0.0
+chrM	16560	16561	0.0	0.0
+chrM	16561	16562	0.0	0.0
+chrM	16562	16563	0.0	0.0
+chrM	16563	16564	0.0	0.0
+chrM	16564	16565	0.0	0.0
+chrM	16565	16566	0.0	0.0
+chrM	16566	16567	0.0	0.0
+chrM	16567	16568	0.0	0.0
+chrM	16568	16569	0.0	0.0
--- a/tool_dependencies.xml	Mon Jan 25 20:25:37 2016 -0500
+++ b/tool_dependencies.xml	Mon Feb 15 10:33:27 2016 -0500
@@ -1,9 +1,9 @@
 <?xml version="1.0"?>
 <tool_dependency>
     <package name="python" version="2.7.10">
-        <repository changeset_revision="0339c4a9b87b" name="package_python_2_7_10" owner="iuc" toolshed="https://toolshed.g2.bx.psu.edu" />
+        <repository changeset_revision="0339c4a9b87b" name="package_python_2_7_10" owner="iuc" prior_installation_required="True" toolshed="https://toolshed.g2.bx.psu.edu" />
     </package>
-    <package name="deepTools" version="2.0.1">
-        <repository changeset_revision="1fb61fa32733" name="package_python_2_7_deeptools_2_0_1" owner="iuc" toolshed="https://toolshed.g2.bx.psu.edu" />
+    <package name="deepTools" version="2.1.0">
+        <repository changeset_revision="2c54c7c38299" name="package_python_2_7_deeptools_2_1_0" owner="iuc" toolshed="https://toolshed.g2.bx.psu.edu" />
     </package>
 </tool_dependency>
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/tool_dependencies.xml.orig	Mon Feb 15 10:33:27 2016 -0500
@@ -0,0 +1,76 @@
+<?xml version='1.0' encoding='utf-8'?>
+<tool_dependency>
+    <package name="numpy" version="1.9">
+        <repository name="package_python_2_7_numpy_1_9" owner="iuc" prior_installation_required="True" />
+    </package>
+    <package name="pybigwig" version="0.2.4">
+        <repository name="package_python_2_7_10_pybigwig_0_2_4" owner="iuc" prior_installation_required="True"/>
+    </package>
+    <package name="matplotlib" version="1.4">
+        <repository name="package_python_2_7_matplotlib_1_4" owner="iuc" prior_installation_required="True" />
+    </package>
+    <package name="scipy" version="0.14">
+        <repository name="package_python_2_7_scipy_0_14" owner="iuc" prior_installation_required="True" />
+    </package>
+<<<<<<< HEAD
+    <package name="deepTools" version="2.0.1">
+        <repository name="package_python_2_7_deeptools_2_0_1" owner="iuc"/>
+=======
+    <package name="pysam" version="0.8.3">
+        <repository name="package_python_2_7_pysam_0_8_3" owner="iuc" prior_installation_required="True" />
+    </package>
+    <package name="bx-python" version="0.7.2">
+        <repository name="package_python_2_7_bx_python_0_7" owner="iuc" prior_installation_required="True" />
+    </package>
+    <package name="python" version="2.7.10">
+        <repository name="package_python_2_7_10" owner="iuc" prior_installation_required="True" />
+>>>>>>> d56067f86089e75354a2fad266002db3730766d9
+    </package>
+    <package name="deepTools" version="2.1.0">
+        <install version="1.0">
+            <actions>
+                <action type="setup_python_environment">
+                    <repository name="package_python_2_7_10" owner="iuc">
+                        <package name="python" version="2.7.10" />
+                    </repository>
+                    <repository name="package_python_2_7_pysam_0_8_3" owner="iuc">
+                        <package name="pysam" version="0.8.3" />
+                    </repository>
+                    <repository name="package_python_2_7_numpy_1_9" owner="iuc">
+                        <package name="numpy" version="1.9" />
+                    </repository>
+                    <repository name="package_python_2_7_matplotlib_1_4" owner="iuc">
+                        <package name="matplotlib" version="1.4" />
+                    </repository>
+                    <repository name="package_python_2_7_scipy_0_14" owner="iuc">
+                        <package name="scipy" version="0.14" />
+                    </repository>
+                    <repository name="package_python_2_7_bx_python_0_7" owner="iuc">
+                        <package name="bx-python" version="0.7.2" />
+                    </repository>
+                    <repository name="package_python_2_7_10_pybigwig_0_2_4" owner="iuc">
+                        <package name="pybigwig" version="0.2.4" />
+                    </repository>
+                    <package sha256sum="3bf835afde02cd5247198db3e01f690899e1fdb86e1821a83ac940d807baa857">https://pypi.python.org/packages/source/d/deepTools/deepTools-2.1.0.tar.gz</package>
+                </action>
+
+                <action type="set_environment">
+                    <environment_variable name="PATH" action="prepend_to">$INSTALL_DIR/bin</environment_variable>
+                    <environment_variable name="PYTHONPATH" action="prepend_to">$INSTALL_DIR</environment_variable>
+                    <environment_variable name="DEEPTOOLS_ROOT_PATH" action="set_to">$INSTALL_DIR</environment_variable>
+                    <environment_variable name="DEEPTOOLS_PYTHONPATH" action="set_to">$INSTALL_DIR</environment_variable>
+                    <environment_variable name="DEEPTOOLS_PATH" action="set_to">$INSTALL_DIR/bin</environment_variable>
+                    <!-- libpng lib path -->
+                    <environment_variable action="set_to" name="LIBPNG_LIB_PATH">$ENV[LIBPNG_LIB_PATH]</environment_variable>
+                    <environment_variable action="prepend_to" name="LD_LIBRARY_PATH">$ENV[LIBPNG_LIB_PATH]</environment_variable>
+                    <!-- disable the config file of deepTools -->
+                    <environment_variable name="DEEP_TOOLS_NO_CONFIG" action="set_to">TRUE</environment_variable>
+                </action>
+             </actions>
+         </install>
+         <readme>
+            Installation of deepTools from Fidel Ramirez.
+            https://github.com/fidelram/deepTools
+         </readme>
+     </package>
+</tool_dependency>