# HG changeset patch
# User bgruening
# Date 1455548832 18000
# Node ID 49ac0d30a800ca66a65400eb64b99c9de7c8d5db
# Parent  82e3789b5e59b76d4c872466771ea9427311f0a6
planemo upload for repository https://github.com/fidelram/deepTools/tree/master/galaxy/wrapper/ commit 13910e1a5ebcfc740c1bc5e38fc676592ef44f11

diff -r 82e3789b5e59 -r 49ac0d30a800 deepTools_macros.xml
--- a/deepTools_macros.xml	Mon Jan 25 19:50:14 2016 -0500
+++ b/deepTools_macros.xml	Mon Feb 15 10:07:12 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>
 
@@ -310,6 +325,7 @@
             help="Title of the plot, to be printed on top of the generated image." />
     </xml>
 
+
     <token name="@multiple_input_bams@">
 <![CDATA[
         #set files=[]
diff -r 82e3789b5e59 -r 49ac0d30a800 deepTools_macros.xml.orig
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/deepTools_macros.xml.orig	Mon Feb 15 10:07:12 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>
diff -r 82e3789b5e59 -r 49ac0d30a800 plotCorrelation.xml
--- a/plotCorrelation.xml	Mon Jan 25 19:50:14 2016 -0500
+++ b/plotCorrelation.xml	Mon Feb 15 10:07:12 2016 -0500
@@ -1,5 +1,5 @@
 <tool id="deeptools_plot_correlation" name="plotCorrelation" version="@WRAPPER_VERSION@.0">
-    <description>creates a heatmap or scatterplot of correlation scores between different samples </description>
+    <description>Create a heatmap or scatterplot of correlation scores between different samples </description>
     <macros>
         <token name="@BINARY@">plotCorrelation</token>
         <import>deepTools_macros.xml</import>
@@ -88,34 +88,51 @@
     </tests>
     <help>
 <![CDATA[
-**What it does**
+What it does
+--------------
+
+This tools takes the default output of ``multiBamSummary`` or ``multiBigwigSummary``, and computes the pairwise correlation among samples.
+Results can be visualized as **scatterplots** or as
+a **heatmap** of correlation coefficients (see below for examples).
 
-This tools takes a compressed matrix of scores (such as read coverages) for a number of genomic regions
-and different samples. It can visualize the correlation among samples as scatterplots or as
-a heatmap of correlation coefficients. Further output files are optional.
-The compressed input matrices are easily generated using the "multiBamSummary" and "multiBigwigSummary" tools.
+Background
+------------
+
+The result of the correlation computation is a **table of correlation coefficients** that indicates how "strong" the relationship between two samples is and it will consist of numbers between -1 and 1. (-1 indicates perfect anti-correlation, 1 perfect correlation.)
 
+We offer two different functions for the correlation computation: *Pearson* or *Spearman*.
 
-.. image:: $PATH_TO_IMAGES/QC_multiBamSummary_humanSamples.png
-   :alt: Heatmap of RNA Polymerase II ChIP-seq
-
+The *Pearson method* measures the **metric differences** between samples and is therefore influenced by outliers.
+The *Spearman method* is based on **rankings**.
 
-You can find more details on plotCorrelation here http://deeptools.readthedocs.org/en/master/content/tools/plotCorrelation.html
+Output
+--------
 
+The default output is a **diagnostic plot** -- either a scatterplot or a clustered heatmap displaying the values for each pair-wise correlation (see below for example plots).
 
-**Output files**:
+Optionally, you can also obtain a table of the pairwise correlation coefficients.
 
-- **diagnostic plot**: Either a scatterplot or clustered heatmap (select above) displaying the values for each pair-wise correlation,
-  see below for an example
-- data matrix (optional): if you want to analyze or plot the correlation values using a different program, e.g. R, this matrix can be used
+.. image:: $PATH_TO_IMAGES/plotCorrelation_output.png
+   :width: 600
+   :height: 271
 
-**Output with test dataset**:
+Example plots
+--------------
 
-The following is the output of plotCorrelation with our test ChIP-Seq datasets. Average coverages were computed over 10kb bins for chromosome X,
-from bigwig files using multiBigwigSummary. The output was used by plotCorrelation to make a heatmap of spearman correlation between samples.
+The following is the output of ``plotCorrelation`` with our test ChIP-Seq datasets (to be found under "Shared Data" --> "Data Library").
+
+Average coverages were computed over 10 kb bins for chromosome X,
+from bigWig files using ``multiBigwigSummary``. This was then used with ``plotCorrelation`` to make a heatmap of Spearman correlation coefficients.
 
 .. image:: $PATH_TO_IMAGES/plotCorrelation_galaxy_bw_heatmap_output.png
+   :width: 600
+   :height: 518
 
+The scatterplot could look like this:
+
+.. image:: $PATH_TO_IMAGES/plotCorrelation_scatterplot_PearsonCorr_bigwigScores.png
+   :width: 600
+   :height: 600
 
 -----
 
diff -r 82e3789b5e59 -r 49ac0d30a800 readme.rst
diff -r 82e3789b5e59 -r 49ac0d30a800 static/images/GC_bias_simulated_reads_2L.png
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diff -r 82e3789b5e59 -r 49ac0d30a800 test-data/bamCompare_result2.bw
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diff -r 82e3789b5e59 -r 49ac0d30a800 test-data/bamCoverage_result1.bw
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diff -r 82e3789b5e59 -r 49ac0d30a800 test-data/bamPEFragmentSize_result1.txt
--- a/test-data/bamPEFragmentSize_result1.txt	Mon Jan 25 19:50:14 2016 -0500
+++ b/test-data/bamPEFragmentSize_result1.txt	Mon Feb 15 10:07:12 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
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diff -r 82e3789b5e59 -r 49ac0d30a800 test-data/computeMatrix2.bw
diff -r 82e3789b5e59 -r 49ac0d30a800 test-data/correctGCBias_result1.bam
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diff -r 82e3789b5e59 -r 49ac0d30a800 test-data/plotCoverage_result1.png
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diff -r 82e3789b5e59 -r 49ac0d30a800 test-data/plotCoverage_result1.tabular
--- a/test-data/plotCoverage_result1.tabular	Mon Jan 25 19:50:14 2016 -0500
+++ b/test-data/plotCoverage_result1.tabular	Mon Feb 15 10:07:12 2016 -0500
@@ -1,16570 +1,16570 @@
-'bowtie2-test1.bam'	'bowtie2-test1.bam'
-23	23
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diff -r 82e3789b5e59 -r 49ac0d30a800 test-data/sequence.2bit
diff -r 82e3789b5e59 -r 49ac0d30a800 test-data/test.bw
diff -r 82e3789b5e59 -r 49ac0d30a800 tool-data/deepTools_seqs.loc.sample
diff -r 82e3789b5e59 -r 49ac0d30a800 tool_dependencies.xml
--- a/tool_dependencies.xml	Mon Jan 25 19:50:14 2016 -0500
+++ b/tool_dependencies.xml	Mon Feb 15 10:07:12 2016 -0500
@@ -1,9 +1,9 @@
 <?xml version="1.0"?>
 <tool_dependency>
     <package name="python" version="2.7.10">
-        <repository changeset_revision="a28e3c30828d" name="package_python_2_7_10" owner="iuc" toolshed="https://testtoolshed.g2.bx.psu.edu" />
+        <repository changeset_revision="a28e3c30828d" name="package_python_2_7_10" owner="iuc" prior_installation_required="True" toolshed="https://testtoolshed.g2.bx.psu.edu" />
     </package>
-    <package name="deepTools" version="2.0.1">
-        <repository changeset_revision="cf58f07730a8" name="package_python_2_7_deeptools_2_0_1" owner="iuc" toolshed="https://testtoolshed.g2.bx.psu.edu" />
+    <package name="deepTools" version="2.1.0">
+        <repository changeset_revision="6dc767a414e9" name="package_python_2_7_deeptools_2_1_0" owner="iuc" toolshed="https://testtoolshed.g2.bx.psu.edu" />
     </package>
 </tool_dependency>
diff -r 82e3789b5e59 -r 49ac0d30a800 tool_dependencies.xml.orig
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/tool_dependencies.xml.orig	Mon Feb 15 10:07:12 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>