Repository 'deeptools_plot_pca'
hg clone https://toolshed.g2.bx.psu.edu/repos/bgruening/deeptools_plot_pca

Changeset 1:47bf2e1f065b (2016-02-15)
Previous changeset 0:7fb0a96e74c1 (2016-01-25) Next changeset 2:b15aaad44ab8 (2016-02-18)
Commit message:
planemo upload for repository https://github.com/fidelram/deepTools/tree/master/galaxy/wrapper/ commit fef8b344925620444d93d8159c0b2731a5777920
modified:
deepTools_macros.xml
plotPCA.xml
readme.rst
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
added:
deepTools_macros.xml.orig
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/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
tool_dependencies.xml.orig
removed:
static/images/flowChart_computeMatrixetc.png
b
diff -r 7fb0a96e74c1 -r 47bf2e1f065b deepTools_macros.xml
--- a/deepTools_macros.xml Mon Jan 25 20:24:44 2016 -0500
+++ b/deepTools_macros.xml Mon Feb 15 10:32:55 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=[]
b
diff -r 7fb0a96e74c1 -r 47bf2e1f065b deepTools_macros.xml.orig
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/deepTools_macros.xml.orig Mon Feb 15 10:32:55 2016 -0500
b
b'@@ -0,0 +1,639 @@\n+<macros>\n+\n+    <xml name="advancedOpt_scaffold">\n+        <conditional name="advancedOpt">\n+            <param name="showAdvancedOpt" type="select" label="Show advanced options" >\n+                <option value="no" selected="true">no</option>\n+                <option value="yes">yes</option>\n+            </param>\n+            <when value="no" />\n+            <when value="yes">\n+                <yield/>\n+            </when>\n+        </conditional>\n+    </xml>\n+\n+    <token name="@ADVANCED_OPTS_READ_PROCESSING@">\n+        #if $advancedOpt.doExtendCustom.doExtend == \'custom\':\n+            --extendReads $advancedOpt.doExtendCustom.extendReadsValue\n+        #else if $advancedOpt.doExtendCustom.doExtend == \'yes\':\n+            --extendReads\n+        #end if\n+        $advancedOpt.ignoreDuplicates\n+        $advancedOpt.centerReads\n+        #if $advancedOpt.minMappingQuality:\n+            --minMappingQuality \'$advancedOpt.minMappingQuality\'\n+        #end if\n+        #if $advancedOpt.samFlagInclude:\n+            --samFlagInclude $advancedOpt.samFlagInclude\n+        #end if\n+        #if $advancedOpt.samFlagExclude:\n+            --samFlagExclude $advancedOpt.samFlagExclude\n+        #end if\n+    </token>\n+\n+    <xml name="heatmap_options">\n+        <expand macro="zMin_zMax" />\n+        <expand macro="colorMap" />\n+        <expand macro="plotTitle" />\n+        <expand macro="plotNumbers" />\n+    </xml>\n+\n+    <token name="@HEATMAP_OPTIONS@">\n+        #if str($plotting_type.zMin) != "":\n+            --zMin $plotting_type.zMin\n+        #end if\n+        #if str($plotting_type.zMax) != "":\n+            --zMax $plotting_type.zMax\n+        #end if\n+        --colorMap \'$plotting_type.colorMap\'\n+        $plotting_type.plotNumbers\n+        --plotTitle \'$plotting_type.plotTitle\'\n+    </token>\n+\n+\n+    <xml name="includeZeros">\n+        <param argument="--includeZeros" type="boolean" truevalue="--includeZeros" falsevalue=""\n+            label="Include zeros"\n+            help="If set, then regions with zero counts for *all* BAM files are included. The default behavior is to ignore such regions." />\n+    </xml>\n+\n+    <xml name="zMin_zMax">\n+        <param argument="--zMin" type="float" value="" optional="true" label="Minimum value for the heatmap intensities"\n+            help="If not specified the value is set automatically."/>\n+        <param argument="--zMax" type="float" value="" optional="true" label="Maximum value for the heatmap intensities"\n+            help="If not specified the value is set automatically."/>\n+    </xml>\n+\n+    <xml name="region_limit_operation">\n+        <param argument="--region" type="text" value=""\n+            label="Region of the genome to limit the operation to"\n+            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;." />\n+    </xml>\n+\n+    <token name="@THREADS@">--numberOfProcessors "\\${GALAXY_SLOTS:-4}"</token>\n+<<<<<<< HEAD\n+    <token name="@WRAPPER_VERSION@">2.0.1.0</token>\n+=======\n+    <token name="@WRAPPER_VERSION@">2.1.0</token>\n+>>>>>>> d56067f86089e75354a2fad266002db3730766d9\n+    <xml name="requirements">\n+        <requirements>\n+            <requirement type="package" version="2.7.10">python</requirement>\n+            <requirement type="binary">@BINARY@</requirement>\n+<<<<<<< HEAD\n+            <requirement type="package" version="2.0.1">deepTools</requirement>\n+=======\n+            <requirement type="package" version="2.1.0">deepTools</requirement>\n+>>>>>>> d56067f86089e75354a2fad266002db3730766d9\n+            <yield />\n+        </requirements>\n+        <expand macro="stdio" />\n+        <version_command>@BINARY@ --version</version_command>\n+    </xml>\n+\n+    <xml name="smoothLength">\n+        <param argument="--smoothLength" type="integer" value="" optional="True" min="1"\n+            label="Smooth values using the following length (in bases)"\n+            help '..b'k2 reversed</option>\n+            <option value="Reds_r">Reds reversed</option>\n+            <option value="Oranges_r">Oranges reversed</option>\n+            <option value="Greens_r">Greens reversed</option>\n+            <option value="Blues_r">Blues reversed</option>\n+            <option value="Greys_r">Greys reversed</option>\n+            <option value="Purples_r">Purples reversed</option>\n+            <option value="Paired_r">Paired reversed</option>\n+            <option value="Pastel1_r">Pastel1 reversed</option>\n+            <option value="Pastel2_r">Pastel2 reversed</option>\n+            <option value="spring_r">spring reversed</option>\n+            <option value="summer_r">summer reversed</option>\n+            <option value="autumn_r">autumn reversed</option>\n+            <option value="winter_r">winter reversed</option>\n+            <option value="hot_r">hot reversed</option>\n+            <option value="coolwarm_r">coolwarm reversed</option>\n+            <option value="cool_r">cool reversed</option>\n+            <option value="seismic_r">seismic reversed</option>\n+            <option value="terrain_r">terrain reversed</option>\n+            <option value="ocean_r">ocean reversed</option>\n+            <option value="rainbow_r">rainbow reversed</option>\n+            <option value="bone_r">bone reversed</option>\n+            <option value="flag_r">flag reversed</option>\n+            <option value="prism_r">prism reversed</option>\n+            <option value="cubehelix_r">cubehelix reversed</option>\n+            <option value="binary_r">binary reversed</option>\n+            <option value="pink_r">pink reversed</option>\n+            <option value="gray_r">gray reversed</option>\n+            <option value="copper_r">copper reversed</option>\n+            <option value="BrBG_r">BrBG reversed</option>\n+            <option value="BuGn_r">BuGn reversed</option>\n+            <option value="BuPu_r">BuPu reversed</option>\n+            <option value="GnBu_r">GnBu reversed</option>\n+            <option value="OrRd_r">OrRd reversed</option>\n+            <option value="PiYG_r">PiYG reversed</option>\n+            <option value="PRGn_r">PRGn reversed</option>\n+            <option value="PuOr_r">PuOr reversed</option>\n+            <option value="PuRd_r">PuRd reversed</option>\n+            <option value="PuBu_r">PuBu reversed</option>\n+            <option value="RdBu_r">RdBu reversed</option>\n+            <option value="RdGy_r">RdGy reversed</option>\n+            <option value="RdPu_r">RdPu reversed</option>\n+            <option value="YlGn_r">YlGn reversed</option>\n+            <option value="PuBuGn_r">PuBuGn reversed</option>\n+            <option value="RdYlBu_r">RdYlBu reversed</option>\n+            <option value="RdYlGn_r">RdYlGn reversed</option>\n+            <option value="YlGnBu_r">YlGnBu reversed</option>\n+            <option value="YlOrBr_r">YlOrBr reversed</option>\n+            <option value="YlOrRd_r">YlOrRd reversed</option>\n+            <option value="gist_gray_r">gist_gray reversed</option>\n+            <option value="gist_stern_r">gist_stern reversed</option>\n+            <option value="gist_earth_r">gist_earth reversed</option>\n+            <option value="gist_yarg_r">gist_yarg reversed</option>\n+            <option value="gist_ncar_r">gist_ncar reversed</option>\n+            <option value="gist_rainbow_r">gist_rainbow reversed</option>\n+            <option value="gist_heat_r">gist_heat reversed</option>\n+            <option value="gnuplot_r">gnuplot reversed</option>\n+            <option value="gnuplot2_r">gnuplot2 reversed</option>\n+            <option value="CMRmap_r">CMRmap reversed</option>\n+            <option value="bwr_r">bwr reversed</option>\n+            <option value="hsv_r">hsv reversed</option>\n+            <option value="brg_r">brg reversed</option>\n+            <option value="jet_r">jet reversed</option>\n+            <option value="afmhot_r">afmhot reversed</option>\n+        </param>\n+\n+    </xml>\n+\n+</macros>\n'
b
diff -r 7fb0a96e74c1 -r 47bf2e1f065b plotPCA.xml
--- a/plotPCA.xml Mon Jan 25 20:24:44 2016 -0500
+++ b/plotPCA.xml Mon Feb 15 10:32:55 2016 -0500
[
@@ -1,5 +1,5 @@
 <tool id="deeptools_plot_pca" name="plotPCA" version="@WRAPPER_VERSION@.0">
-    <description>generate a principal component analysis (PCA) plot from multiBamSummary or multiBigwigSummary output</description>
+    <description>Generate principal component analysis (PCA) plots from multiBamSummary or multiBigwigSummary output</description>
     <macros>
         <token name="@BINARY@">plotPCA</token>
         <import>deepTools_macros.xml</import>
@@ -33,10 +33,36 @@
     <help>
 <![CDATA[
 
-**What it does**
+What it does
+---------------
+
+This tool takes the **default output file of ``multiBamSummary``** or ``multiBigwigSummary`` to perform a principal component analysis (PCA).
+
+Output
+-------------
+
+The result is a panel of two plots:
+
+1. The eigenvalues of the **top two principal components**.
+2. The **Scree plot** for the top five principal components where the bars represent the amount of variability explained by the individual factors and the red line traces the amount of variability is explained by the individual components in a cumulative manner
 
-Tool for generating a principal component analysis (PCA)
-plot from multiBamSummary or multiBigwigSummary output.
+Example plot
+---------------
+
+.. image:: $PATH_TO_IMAGES/plotPCA_annotated.png
+   :width: 600
+   :height: 315
+
+===================
+
+Background
+-----------------
+
+Principal component analysis (PCA) can be used, for example, to determine whether **samples display greater variability** between experimental conditions than between replicates of the same treatment. PCA is also useful to identify unexpected patterns, such as those caused by batch effects or outliers.
+Principal components represent the directions along which the variation in the data is maximal, so that the information (e.g., read coverage values) from thousands of regions can be represented by just a few dimensions.
+
+PCA is not necessarily meant to identify unknown groupings or clustering; it is up to the researcher to determine the experimental or technical reason underlying the principal components.
+
 
 -----
 
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diff -r 7fb0a96e74c1 -r 47bf2e1f065b test-data/bamCoverage_result1.bw
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diff -r 7fb0a96e74c1 -r 47bf2e1f065b test-data/bamCoverage_result4.bw
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diff -r 7fb0a96e74c1 -r 47bf2e1f065b test-data/bamPEFragmentSize_result1.txt
--- a/test-data/bamPEFragmentSize_result1.txt Mon Jan 25 20:24:44 2016 -0500
+++ b/test-data/bamPEFragmentSize_result1.txt Mon Feb 15 10:32:55 2016 -0500
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@@ -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 7fb0a96e74c1 -r 47bf2e1f065b test-data/plotCoverage_result1.tabular
--- a/test-data/plotCoverage_result1.tabular Mon Jan 25 20:24:44 2016 -0500
+++ b/test-data/plotCoverage_result1.tabular Mon Feb 15 10:32:55 2016 -0500
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0\n+chrM\t16564\t16565\t0.0\t0.0\n+chrM\t16565\t16566\t0.0\t0.0\n+chrM\t16566\t16567\t0.0\t0.0\n+chrM\t16567\t16568\t0.0\t0.0\n+chrM\t16568\t16569\t0.0\t0.0\n'
b
diff -r 7fb0a96e74c1 -r 47bf2e1f065b tool_dependencies.xml
--- a/tool_dependencies.xml Mon Jan 25 20:24:44 2016 -0500
+++ b/tool_dependencies.xml Mon Feb 15 10:32:55 2016 -0500
b
@@ -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>
b
diff -r 7fb0a96e74c1 -r 47bf2e1f065b tool_dependencies.xml.orig
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/tool_dependencies.xml.orig Mon Feb 15 10:32:55 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>