changeset 17:f93c868203cc draft default tip

planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/GraphClust/CollectResults commit 4406735e44aba20859c252be39f4e99df28c7a92
author rnateam
date Sat, 27 Oct 2018 13:23:06 -0400
parents 79df97a1bc0f
children
files evaluation.py glob_report.xml glob_report.xml.orig test-data/1.cluster.all test-data/1.cluster.all.fa test-data/1.cluster.top5.alirna.ps test-data/1.cluster.top5.aln.ps test-data/1.cluster.top5.result.aln_1.R2R.sto.pdf test-data/2.cluster.all test-data/2.cluster.top5.alirna.ps test-data/2.cluster.top5.aln.ps test-data/RESULTS.zip test-data/combined_cm_out test-data/evaluation1.txt
diffstat 14 files changed, 2010 insertions(+), 62 deletions(-) [+]
line wrap: on
line diff
--- a/evaluation.py	Fri Feb 23 10:46:41 2018 -0500
+++ b/evaluation.py	Sat Oct 27 13:23:06 2018 -0400
@@ -1,4 +1,4 @@
-#!/usr/bin/env python2
+#!/usr/bin/env python
 import glob
 from os import system
 import re
@@ -12,7 +12,7 @@
 
 fasta_dir = sys.argv[1]
 results_dir = sys.argv[2]
-dataNames = fasta_dir+"/data.names"
+dataNames = os.path.join(fasta_dir,"data.names")
 
 listOfClusters = []
 listOfHeaders = []
@@ -54,7 +54,7 @@
 numberOfClusters += 1  # 1 cluster for all unassigned seqs
 ignoreBlackList = False
 with open(dataNames, "r") as names:
-    for line in names.readlines():
+    for line in names:
         splits = line.split() 
         fullUniqeId = splits[3]
         fullHeader = ''
@@ -72,9 +72,9 @@
 
 toWrite = ""
 for i in range(len(listOfClusters)):
-    toWrite += listOfHeaders[i] + "\t" + listOfClusters[i] + '\n'
-
-with open(results_dir+"/fullTab.tabular", "w") as full:
+    toWrite += "%s\t%s\n" % (listOfHeaders[i], listOfClusters[i]) 
+ 
+with open(os.path.join(results_dir,"fullTab.tabular"), "w") as full:
     full.write(toWrite)
 
 
@@ -88,7 +88,11 @@
     adjusted_mutual_info_score = metrics.adjusted_mutual_info_score(listOfHeaders, listOfClusters)
     v_measure_score = metrics.v_measure_score(listOfHeaders, listOfClusters)
 
-    toWrite = "completeness_score : " + str(completeness_score) + "\n" + "homogeneity_score : " + str(homogeneity_score) + "\n" + "adjusted_rand_score : " +str(adjusted_rand_score)  + "\n" + "adjusted_mutual_info_score : " + str(adjusted_mutual_info_score)+ "\n" + "v_measure_score : " + str(v_measure_score)
+    toWrite = "completeness_score : {}\n".format(completeness_score) 
+    toWrite += "homogeneity_score : {}\n".format(homogeneity_score) 
+    toWrite += "adjusted_rand_score : {}\n".format(adjusted_rand_score)
+    toWrite += "adjusted_mutual_info_score : {}\n".format(adjusted_mutual_info_score)
+    toWrite += "v_measure_score : {}\n".format(v_measure_score)
 
 
 else:
--- a/glob_report.xml	Fri Feb 23 10:46:41 2018 -0500
+++ b/glob_report.xml	Sat Oct 27 13:23:06 2018 -0400
@@ -1,46 +1,32 @@
-<tool id="glob_report" name="cluster_collection_report" version="0.4" >
+<tool id="glob_report" name="cluster_collection_report" version="0.5" >
   <requirements>
-    <requirement type="package" version="0.5.2">graphclust-wrappers</requirement>
+    <requirement type="package" version="0.6.0">graphclust-wrappers</requirement>
     <requirement type="package" version='0.5'>perl-array-utils</requirement>
     <requirement type="package" version='0.18.1'>scikit-learn</requirement>
     <requirement type="package" version='1.8.10'>locarna</requirement>
     <requirement type="package" version='2.1'>rnaz</requirement>
     <requirement type="package" version="1.1.2">infernal</requirement>
     <requirement type="package" version='2.2.10'>viennarna</requirement>
-    <requirement type="package" version='1.3.26'>graphicsmagick</requirement>
+    <requirement type="package" version='1.3.30'>graphicsmagick</requirement>
     <requirement type="package" version='0.6.1'>rscape</requirement>
     <requirement type="package" version='6.0'>unzip</requirement>
-    
   </requirements>
-  <stdio>
-    <exit_code range="1:" />
-  </stdio>
-  <command>
-    <![CDATA[
+  <command detect_errors="exit_code">    
+  <![CDATA[
         unzip $FASTA  &> /dev/null &&
-
-          mkdir ./CMSEARCH &&
-          mkdir ./MODEL &&
-
-        #set $inputFiles = ""
-
+        mkdir ./CMSEARCH &&
+        mkdir ./MODEL &&
+        #import re
         #for $cms_res in $cmsearch_results:
-            ###set $inputFiles += str($cms_res.element_identifier)+','
-          ln -f -s  '$cms_res' ./CMSEARCH/$cms_res.element_identifier &&
+            #set $safename_cm = re.sub('[^\w\-_\.]', '_', $cms_res.element_identifier)
+            ln -f -s  '$cms_res' ./CMSEARCH/$safename_cm &&
         #end for
-        #set $inputFiles = $inputFiles[:-1]
-
-        #set $inputFilesTrees = ""
-
         #for $mods in $model_tree_files:
-            ###set $inputFilesTrees += str($mods.element_identifier)+','
-            ln -f -s  '$mods' ./MODEL/$mods.element_identifier &&
+            #set $safename_tr = re.sub('[^\w\-_\.]', '_', $mods.element_identifier)
+            ln -f -s  '$mods' ./MODEL/$safename_tr &&
         #end for
-        #set $inputFilesTrees = $inputFilesTrees[:-1]
-
      
         'glob_res.pl'
-                ##'$inputFiles'
                 $merge_cluster_ol
                 $merge_overlap
                 $min_cluster_size
@@ -49,7 +35,6 @@
                 $cm_bitscore_sig
                 $partition_type ''
                 $cut_type
-                ##'$inputFilesTrees'
                 $results_top_num
         #if  $iteration_num.iteration_num_selector:
           $iteration_num.CI
@@ -157,7 +142,10 @@
     <data name="evaluation" format="txt" from_work_dir="RESULTS/evaluation.txt" label="evaluation_of_clusters"  />
     <data name="combined_cm_out" format="txt" from_work_dir="combined_cm_out" label="combined_cmsearch_output"  />
     <collection name="clusters" type="list" label="CLUSTERS">
-      <discover_datasets pattern="(?P&lt;name&gt;^.*\.all$)" directory="RESULTS"  />
+      <discover_datasets format="txt" pattern="(?P&lt;name&gt;^.*\.all$)" directory="RESULTS"  />
+    </collection>
+    <collection name="allFasta" type="list" label="sequences.fa">
+      <discover_datasets format="fasta" pattern="(?P&lt;name&gt;^.*\.all.fa$)" directory="RESULTS"  />
     </collection>
     <collection name="partitions" type="list" label="Partitions">
       <discover_datasets pattern="(?P&lt;name&gt;^.*$)" directory="RESULTS/partitions" />
@@ -178,7 +166,6 @@
       <param name="FASTA" value="FASTA.zip" ftype="searchgui_archive"/>
       <param name="cmsearch_results" value="1.1.tree,1.2.tree"/>
       <param name="model_tree_files" value="1.1.model.tree.fa,1.2.model.tree.fa"/>
-      <param name="combined_cm_out" value="combined_cm_out"/>
       <param name="partition_type" value="0"/>
       <param name="cut_type" value="0"/>
       <conditional name="iteration_num">
@@ -190,11 +177,13 @@
       <param name="cm_min_bitscore" value="20"/>
       <param name="cm_max_eval" value="0.001"/>
       <param name="cm_bitscore_sig" value="0"/>
+      <param name="results_top_num" value="5"/>
       <output name="final_stats" file="RESULTS/cluster.final.stats" />
+      <output name="combined_cm_out" file="combined_cm_out"/>
+      <output name="evaluation" file="evaluation1.txt"/>
       <output_collection name="clusters" type="list">
         <element name="1.cluster.all" file="RESULTS/1.cluster.all" compare="contains"/>
-        <element name="2.cluster.all" file="RESULTS/2.cluster.all" compare="contains"/>
-        
+        <element name="2.cluster.all" file="RESULTS/2.cluster.all" compare="contains"/>  
       </output_collection>
       <output_collection name="partitions">
         <element name="final_overlap.map" file="RESULTS/partitions/final_overlap.map" compare="contains">
@@ -215,7 +204,6 @@
         <element name="final_partition.soft" file="RESULTS/partitions/final_partition.soft" />
         <element name="final_partition.used_cmsearch" file="RESULTS/partitions/final_partition.used_cmsearch" compare="contains"/>
       </output_collection>
-      <param name="results_top_num" value="5"/>
       <output_collection name="topSecondaryStruct" type="list">
         <element name="1.cluster.top5.alirna.png" file="1.cluster.top5.alirna.png" ftype="png" compare="sim_size" />
         <element name="2.cluster.top5.alirna.png" file="2.cluster.top5.alirna.png" ftype="png" compare="sim_size" />
@@ -247,14 +235,6 @@
     ]]>
   </help>
   <citations>
-    <citation type="bibtex">@inproceedings{costa2010fast,
-        title={Fast neighborhood subgraph pairwise distance kernel},
-        author={Costa, Fabrizio and De Grave, Kurt},
-        booktitle={Proceedings of the 26th International Conference on Machine Learning},
-        pages={255--262},
-        year={2010},
-        organization={Omnipress}
-      }
-      </citation>
+      <citation type="doi">10.5281/zenodo.597695</citation>
   </citations>
 </tool>
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/glob_report.xml.orig	Sat Oct 27 13:23:06 2018 -0400
@@ -0,0 +1,268 @@
+<<<<<<< HEAD
+<tool id="glob_report" name="cluster_collection_report" version="0.4" >
+=======
+<tool id="glob_report" name="cluster_collection_report" version="0.3" >
+>>>>>>> edc317491e1fdf1233bd9b45376dc05abf6eabd5
+  <requirements>
+    <requirement type="package" version="0.5.2">graphclust-wrappers</requirement>
+    <requirement type="package" version='0.5'>perl-array-utils</requirement>
+    <requirement type="package" version='0.18.1'>scikit-learn</requirement>
+    <requirement type="package" version='1.8.10'>locarna</requirement>
+    <requirement type="package" version='2.1'>rnaz</requirement>
+    <requirement type="package" version="1.1.2">infernal</requirement>
+    <requirement type="package" version='2.2.10'>viennarna</requirement>
+    <requirement type="package" version='1.3.26'>graphicsmagick</requirement>
+    <requirement type="package" version='0.6.1'>rscape</requirement>
+    <requirement type="package" version='6.0'>unzip</requirement>
+    
+  </requirements>
+  <stdio>
+    <exit_code range="1:" />
+  </stdio>
+  <command>
+    <![CDATA[
+        unzip $FASTA  &> /dev/null &&
+
+          mkdir ./CMSEARCH &&
+          mkdir ./MODEL &&
+
+        #set $inputFiles = ""
+
+        #for $cms_res in $cmsearch_results:
+            ###set $inputFiles += str($cms_res.element_identifier)+','
+          ln -f -s  '$cms_res' ./CMSEARCH/$cms_res.element_identifier &&
+        #end for
+        #set $inputFiles = $inputFiles[:-1]
+
+        #set $inputFilesTrees = ""
+
+        #for $mods in $model_tree_files:
+            ###set $inputFilesTrees += str($mods.element_identifier)+','
+            ln -f -s  '$mods' ./MODEL/$mods.element_identifier &&
+        #end for
+        #set $inputFilesTrees = $inputFilesTrees[:-1]
+
+     
+        'glob_res.pl'
+                ##'$inputFiles'
+                $merge_cluster_ol
+                $merge_overlap
+                $min_cluster_size
+                $cm_min_bitscore
+                $cm_max_eval
+                $cm_bitscore_sig
+                $partition_type ''
+                $cut_type
+                ##'$inputFilesTrees'
+                $results_top_num
+        #if  $iteration_num.iteration_num_selector:
+          $iteration_num.CI
+          $final_partition_soft
+          $final_partition_used_cmsearch
+          '$combined_cm'
+
+        #end if
+
+        #if  str($advanced_opts.advanced_opts_selector) == "show":
+            #if  str($advanced_opts.param_type.param_type_selector) == "gclust":
+                  $advanced_opts.param_type.p
+                  $advanced_opts.param_type.max_diff_am
+                  $advanced_opts.param_type.max_diff
+                  $advanced_opts.param_type.tau
+                  $advanced_opts.param_type.struct_weight
+                  $advanced_opts.param_type.indel_opening
+                  $advanced_opts.param_type.indel
+                  $advanced_opts.param_type.alifold_consensus_dp
+            #end if
+        #end if
+
+        &&
+<<<<<<< HEAD
+        python '$__tool_directory__/evaluation.py' FASTA/ RESULTS/
+=======
+        python '$__tool_directory__/evaluation.py'
+>>>>>>> edc317491e1fdf1233bd9b45376dc05abf6eabd5
+       
+    #if $cdhit:
+        &&
+        python '$__tool_directory__/addCdhitseqs.py' '$cdhit'
+      #end if
+]]>
+  </command>
+  <inputs>
+    <param type="data" name="FASTA" format="zip" />
+    <param type="data" name="cmsearch_results" format="tabular" multiple="True"/>
+    <param type="data" name="model_tree_files" format="txt" multiple="True"/>
+    <param name="partition_type" type="boolean" checked="True" truevalue="0" falsevalue="1" label="Hard partition"/>
+    <param name="cut_type" type="boolean" checked="True" truevalue="0" falsevalue="1" label="Use CM score for cutoff" help="otherwise use E-value"/>
+    <param type="data" name="cdhit" format="txt" optional="true"/>
+    <conditional name="iteration_num">
+      <param name="iteration_num_selector" type="boolean"  checked="no" label="Multiple iterations"  help="for single iteration- NO, for multiple-YES"/>
+      <when value="true">
+        <param name="CI" type="integer" value="2" size="5" label="Number of current iteration "/>
+        <param type="data" name="final_partition_soft" format="txt" />
+        <param type="data" name="final_partition_used_cmsearch" format="txt" />
+        <param type="data" name="combined_cm" format="txt" />
+      </when>
+      <when value="false" ></when>
+    </conditional>
+    <param name="merge_cluster_ol" type="float" value="0.66" size="5" label="merge_cluster_ol" help=""/>
+    <param name="merge_overlap" type="float" value="0.51" size="5" label="merge_overlap" help=""/>
+    <param name="min_cluster_size" type="integer" value="3" size="5" label="min_cluster_size" help=""/>
+    <param name="cm_min_bitscore" type="integer" value="20" size="5" label="cm_min_bitscore" help=""/>
+    <param name="cm_max_eval" type="float" value="0.001" size="5" label="cm_max_eval" help=""/>
+    <param name="cm_bitscore_sig" type="integer" value="1" size="5" label="cm_bitscore_sig" help=""/>
+    <param name="results_top_num" type="integer" value="5" size="5" label="results_top_num" help=""/>
+
+    <conditional name="advanced_opts">
+    <param name="advanced_opts_selector" type="select" label="Advanced Options">
+        <option value="hide" selected="True">Hide</option>
+        <option value="show">Show</option>
+    </param>
+    <when value="hide"></when>
+    <when value="show">
+
+      <conditional name="param_type">
+      <param name="param_type_selector" type="select" label="Choose the type of parameters">
+          <option value="locarna">LocARNA defaults</option>
+          <option value="gclust" selected="True">GrapClust defaults(changeable)</option>
+      </param>
+      <when value="gclust">
+
+        <param name="p" type="float" value="0.001" size="5" label="minimal probability" help="-p"/>
+        <param name="max_diff_am" type="integer" value="50" size="5" label=" maximal difference for sizes of matched arcs" help="--max-diff-am"/>
+        <param argument="tau" type="integer" value="50" min="0" max="200" label="Sequence contribution at structure match in percent"/>
+        <param name="max_diff" type="integer" value="100" size="5" label="maximal difference for alignment traces" help="--max-diff"/>
+
+        <param name="struct_weight" argument="struct-weight"
+                label="Structure weight" type="integer"
+                value="180" min="0" max="800" />
+         <param name="indel_opening" argument="indel-opening"
+                label="Indel opening score" type="integer"
+                value="-400" max="0" min="-1500" />
+         <param argument="indel" label="Indel score" type="integer"
+                value="-200" min="-1000" max="0" />
+
+         <param  name="alifold_consensus_dp"
+                 type="boolean" checked="True"
+                 truevalue="--alifold-consensus-dp" falsevalue=" "
+                 label="Compute consensus dot plot by alifold" />
+
+      </when>
+      <when value="locarna">
+      </when>
+  </conditional>
+
+    </when>
+  </conditional>
+
+  </inputs>
+  <outputs>
+    <data name="final_stats" format="txt" from_work_dir="RESULTS/cluster.final.stats" label="cluster.final.stats"  />
+    <data name="tableForEval" format="tabular" from_work_dir="RESULTS/fullTab.tabular" label="tableForEval"  />
+    <data name="final_soft" format="txt" from_work_dir="RESULTS/partitions/final_partition.soft" label="soft_part"   />
+    <data name="final_used_cmsearch" format="txt" from_work_dir="RESULTS/partitions/final_partition.used_cmsearch" label="final_partition_used_cmsearch"   />
+    <data name="evaluation" format="txt" from_work_dir="RESULTS/evaluation.txt" label="evaluation_of_clusters"  />
+    <data name="combined_cm_out" format="txt" from_work_dir="combined_cm_out" label="combined_cmsearch_output"  />
+    <collection name="clusters" type="list" label="CLUSTERS">
+      <discover_datasets pattern="(?P&lt;name&gt;^.*\.all$)" directory="RESULTS"  />
+    </collection>
+    <collection name="partitions" type="list" label="Partitions">
+      <discover_datasets pattern="(?P&lt;name&gt;^.*$)" directory="RESULTS/partitions" />
+    </collection>
+    <collection name="topSecondaryStruct" type="list" label="Top $results_top_num alirna.ps">
+      <discover_datasets format="png" pattern="(?P&lt;name&gt;^.*\.alirna.png$)"  />
+    </collection>
+    <collection name="topDot" type="list" label="Top $results_top_num aln.ps">
+      <discover_datasets format="png" pattern="(?P&lt;name&gt;^.*\.aln.png$)"  />
+    </collection>
+    <collection name="rscapePlot" type="list" label="R-scape Plot">
+      <discover_datasets format="pdf" pattern="(?P&lt;name&gt;^.*\.pdf$)"  />
+    </collection>
+    <data name="RESULTS_zip" format="zip" from_work_dir="RESULTS.zip" label="RESULTS.zip"  />
+  </outputs>
+  <tests>
+    <test>
+      <param name="FASTA" value="FASTA.zip" ftype="searchgui_archive"/>
+      <param name="cmsearch_results" value="1.1.tree,1.2.tree"/>
+      <param name="model_tree_files" value="1.1.model.tree.fa,1.2.model.tree.fa"/>
+      <param name="combined_cm_out" value="combined_cm_out"/>
+      <param name="partition_type" value="0"/>
+      <param name="cut_type" value="0"/>
+      <conditional name="iteration_num">
+        <param name="iteration_num_selector" value="false"/>
+      </conditional>
+      <param name="merge_cluster_ol" value="0.66"/>
+      <param name="merge_overlap" value="0.51"/>
+      <param name="min_cluster_size" value="3"/>
+      <param name="cm_min_bitscore" value="20"/>
+      <param name="cm_max_eval" value="0.001"/>
+      <param name="cm_bitscore_sig" value="0"/>
+      <output name="final_stats" file="RESULTS/cluster.final.stats" />
+      <output_collection name="clusters" type="list">
+        <element name="1.cluster.all" file="RESULTS/1.cluster.all" compare="contains"/>
+        <element name="2.cluster.all" file="RESULTS/2.cluster.all" compare="contains"/>
+        
+      </output_collection>
+      <output_collection name="partitions">
+        <element name="final_overlap.map" file="RESULTS/partitions/final_overlap.map" compare="contains">
+          <assert_contents>
+            <has_text text="1.1  1.1 " />
+            <has_text text="1.2  1.2" />
+          </assert_contents>
+        </element>
+        <element name="final_overlap.matrix" file="RESULTS/partitions/final_overlap.matrix" compare="contains">
+          <assert_contents>
+            <has_text text="MODEL CLASS 0 0" />
+            <!--has_text text="1.2" />
+            <has_text text="1.1" /-->
+          </assert_contents>
+        </element>
+        <element name="final_partition.hard.best" file="RESULTS/partitions/final_partition.hard.best" />
+        <element name="final_partition.hard.merged" file="RESULTS/partitions/final_partition.hard.merged" />
+        <element name="final_partition.soft" file="RESULTS/partitions/final_partition.soft" />
+        <element name="final_partition.used_cmsearch" file="RESULTS/partitions/final_partition.used_cmsearch" compare="contains"/>
+      </output_collection>
+      <param name="results_top_num" value="5"/>
+      <output_collection name="topSecondaryStruct" type="list">
+        <element name="1.cluster.top5.alirna.png" file="1.cluster.top5.alirna.png" ftype="png" compare="sim_size" />
+        <element name="2.cluster.top5.alirna.png" file="2.cluster.top5.alirna.png" ftype="png" compare="sim_size" />
+      </output_collection>
+      <output_collection name="topDot" type="list">
+        <element name="1.cluster.top5.aln.png" file="1.cluster.top5.aln.png"  ftype="png" compare="sim_size" />
+        <element name="2.cluster.top5.aln.png" file="2.cluster.top5.aln.png"  ftype="png" compare="sim_size" />
+      </output_collection>
+
+      <output_collection name="rscapePlot" type="list">
+        <element name="1.cluster.top5.result.aln_1.R2R.sto.pdf" file="1.cluster.top5.result.aln_1.R2R.sto.pdf"  ftype="pdf" compare="sim_size" />
+        <element name="2.cluster.top5.result.aln_1.R2R.sto.pdf" file="2.cluster.top5.result.aln_1.R2R.sto.pdf"  ftype="pdf" compare="sim_size" />
+      </output_collection>
+
+      <output name="RESULTS_zip" file="RESULTS.zip" ftype="zip" compare="sim_size" delta="20000"/>
+
+    </test>
+  </tests>
+  <help>
+    <![CDATA[
+
+**What it does**
+
+Post-processing. Redundant clusters are merged and instances that belong to multiple clusters
+are assigned unambiguously. For every pair of clusters, the relative overlap (i.e. the fraction of
+instances that occur in both clusters) is computed and clusters are merged if the overlap exceeds 50%.
+Cluster members are finally ranked by their CM bitscore.
+
+    ]]>
+  </help>
+  <citations>
+    <citation type="bibtex">@inproceedings{costa2010fast,
+        title={Fast neighborhood subgraph pairwise distance kernel},
+        author={Costa, Fabrizio and De Grave, Kurt},
+        booktitle={Proceedings of the 26th International Conference on Machine Learning},
+        pages={255--262},
+        year={2010},
+        organization={Omnipress}
+      }
+      </citation>
+  </citations>
+</tool>
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/1.cluster.all	Sat Oct 27 13:23:06 2018 -0400
@@ -0,0 +1,34 @@
+SEQ31#1#73#+  RESULT  1  CM_SCORE  88.9  MODEL     1.1  ORIGID  RF00005_rep.34_AC008443.10/43006-42934_31    ORIGHEAD  RF00005  
+SEQ9#1#73#+   RESULT  1  CM_SCORE  87.8  MODEL     1.1  ORIGID  RF00005_rep.14_AL021808.2/65570-65498_9      ORIGHEAD  RF00005  
+SEQ32#1#73#+  RESULT  1  CM_SCORE  87.3  MODEL     1.1  ORIGID  RF00005_rep.35_AC005783.1/27398-27326_32     ORIGHEAD  RF00005  
+SEQ13#1#82#+  RESULT  1  CM_SCORE  86.3  MODEL     1.1  ORIGID  RF00005_rep.18_AL021918.1/81116-81197_13     ORIGHEAD  RF00005  
+SEQ28#1#71#+  RESULT  1  CM_SCORE  80.7  MODEL     1.1  ORIGID  RF00005_rep.31_AC092686.3/29631-29561_28     ORIGHEAD  RF00005  
+SEQ46#1#72#+  RESULT  1  CM_SCORE  78.4  MODEL     1.1  ORIGID  RF00005_rep.5_AL590385.23/26129-26058_46     ORIGHEAD  RF00005  
+SEQ17#1#71#+  RESULT  1  CM_SCORE  77.7  MODEL     1.1  ORIGID  RF00005_rep.21_AL355149.13/15278-15208_17    ORIGHEAD  RF00005  
+SEQ37#1#82#+  RESULT  1  CM_SCORE  76.3  MODEL     1.1  ORIGID  RF00005_rep.3_Z54587.1/126-45_37             ORIGHEAD  RF00005  
+SEQ10#1#73#+  RESULT  1  CM_SCORE  76.3  MODEL     1.1  ORIGID  RF00005_rep.15_AC008443.10/42590-42518_10    ORIGHEAD  RF00005  
+SEQ23#1#74#+  RESULT  1  CM_SCORE  75.9  MODEL     1.1  ORIGID  RF00005_rep.27_AL352978.6/119697-119770_23   ORIGHEAD  RF00005  
+SEQ30#1#72#+  RESULT  1  CM_SCORE  74.9  MODEL     1.1  ORIGID  RF00005_rep.33_AC018638.5/4694-4623_30       ORIGHEAD  RF00005  
+SEQ16#1#72#+  RESULT  1  CM_SCORE  74.9  MODEL     1.1  ORIGID  RF00005_rep.20_AL671879.2/100356-100285_16   ORIGHEAD  RF00005  
+SEQ18#1#72#+  RESULT  1  CM_SCORE  72.9  MODEL     1.1  ORIGID  RF00005_rep.22_AL590385.23/26487-26416_18    ORIGHEAD  RF00005  
+SEQ35#1#72#+  RESULT  1  CM_SCORE  71.9  MODEL     1.1  ORIGID  RF00005_rep.38_J00309.1/356-427_35           ORIGHEAD  RF00005  
+SEQ7#1#83#+   RESULT  1  CM_SCORE  71.2  MODEL     1.1  ORIGID  RF00005_rep.12_AC108081.2/59868-59786_7      ORIGHEAD  RF00005  
+SEQ33#1#72#+  RESULT  1  CM_SCORE  69.2  MODEL     1.1  ORIGID  RF00005_rep.36_AC007298.17/145366-145295_33  ORIGHEAD  RF00005  
+SEQ29#1#66#+  RESULT  1  CM_SCORE  31.0  MODEL     1.1  ORIGID  RF00005_rep.32_AF347015.1/5892-5827_29       ORIGHEAD  RF00005  
+SEQ11#1#82#+  RESULT  1  CM_SCORE  88.3  CMSEARCH  1.1  ORIGID  RF00005_rep.16_AL133551.13/12355-12436_11    ORIGHEAD  RF00005  
+SEQ36#1#73#+  RESULT  1  CM_SCORE  83.0  CMSEARCH  1.1  ORIGID  RF00005_rep.39_AL031229.2/40502-40430_36     ORIGHEAD  RF00005  
+SEQ12#1#82#+  RESULT  1  CM_SCORE  82.7  CMSEARCH  1.1  ORIGID  RF00005_rep.17_AL021918.1/54817-54736_12     ORIGHEAD  RF00005  
+SEQ26#1#72#+  RESULT  1  CM_SCORE  82.0  CMSEARCH  1.1  ORIGID  RF00005_rep.2_AL662865.4/12206-12135_26      ORIGHEAD  RF00005  
+SEQ5#1#72#+   RESULT  1  CM_SCORE  81.7  CMSEARCH  1.1  ORIGID  RF00005_rep.10_X58792.1/174-245_5            ORIGHEAD  RF00005  
+SEQ50#1#73#+  RESULT  1  CM_SCORE  80.8  CMSEARCH  1.1  ORIGID  RF00005_rep.9_AP000442.6/2022-1950_50        ORIGHEAD  RF00005  
+SEQ15#1#73#+  RESULT  1  CM_SCORE  80.6  CMSEARCH  1.1  ORIGID  RF00005_rep.1_AC005329.1/7043-6971_15        ORIGHEAD  RF00005  
+SEQ24#1#73#+  RESULT  1  CM_SCORE  80.3  CMSEARCH  1.1  ORIGID  RF00005_rep.28_X04779.1/1-73_24              ORIGHEAD  RF00005  
+SEQ4#1#73#+   RESULT  1  CM_SCORE  79.2  CMSEARCH  1.1  ORIGID  RF00005_rep.0_M15347.1/1040-968_4            ORIGHEAD  RF00005  
+SEQ20#1#72#+  RESULT  1  CM_SCORE  75.8  CMSEARCH  1.1  ORIGID  RF00005_rep.24_AC004941.2/32735-32806_20     ORIGHEAD  RF00005  
+SEQ21#1#74#+  RESULT  1  CM_SCORE  74.8  CMSEARCH  1.1  ORIGID  RF00005_rep.25_AC006449.19/196857-196784_21  ORIGHEAD  RF00005  
+SEQ45#1#72#+  RESULT  1  CM_SCORE  71.6  CMSEARCH  1.1  ORIGID  RF00005_rep.4_Z98744.2/66305-66234_45        ORIGHEAD  RF00005  
+SEQ19#1#82#+  RESULT  1  CM_SCORE  69.0  CMSEARCH  1.1  ORIGID  RF00005_rep.23_M16479.1/42-123_19            ORIGHEAD  RF00005  
+SEQ22#1#72#+  RESULT  1  CM_SCORE  48.1  CMSEARCH  1.1  ORIGID  RF00005_rep.26_AF346999.1/4402-4331_22       ORIGHEAD  RF00005  
+SEQ40#1#66#+  RESULT  1  CM_SCORE  44.2  CMSEARCH  1.1  ORIGID  RF00005_rep.42_AF347015.1/5827-5762_40       ORIGHEAD  RF00005  
+SEQ14#1#73#+  RESULT  1  CM_SCORE  29.5  CMSEARCH  1.1  ORIGID  RF00005_rep.19_AF134583.1/1816-1744_14       ORIGHEAD  RF00005  
+SEQ39#1#69#+  RESULT  1  CM_SCORE  21.6  CMSEARCH  1.1  ORIGID  RF00005_rep.41_AC093311.2/140036-139968_39   ORIGHEAD  RF00005  
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/1.cluster.all.fa	Sat Oct 27 13:23:06 2018 -0400
@@ -0,0 +1,66 @@
+>SEQ36_26_73_+ RESULT 1 SCORE 46.5 EVALUE 2.1e-08 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.39_AL031229.2/40502-40430_36 ORIGHEAD RF00005_rep.39
+GUUCGCCUAACACGCGAAAGGUCCCUGGAUCAAAACCAGGCGGAAACA
+>SEQ11_26_82_+ RESULT 1 SCORE 50.0 EVALUE 4.6e-09 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.16_AL133551.13/12355-12436_11 ORIGHEAD RF00005_rep.16
+GUUGGACUUGAAAUCCAAUGGGGUCUCCCCGCGCAGGUUCGAACCCUGCUCGCUGCG
+>SEQ35_26_65_+ RESULT 1 SCORE 42.0 EVALUE 4.1e-08 CLUSTER 1.1 LOC MISS ORIGID RF00005_rep.38_J00309.1/356-427_35 ORIGHEAD RF00005_rep.38
+UCGGCGCUUUCACCGCCGCGCCCCGGGUUCGAUUCCCGGC
+>SEQ23_27_74_+ RESULT 1 SCORE 47.1 EVALUE 1.6e-08 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.27_AL352978.6/119697-119770_23 ORIGHEAD RF00005_rep.27
+GUGGUGCUAAUAACGCCAAGGUCGCGGGUUCGAUCCCCGUACGGGCCA
+>SEQ45_25_72_+ RESULT 1 SCORE 41.4 EVALUE 1.8e-07 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.4_Z98744.2/66305-66234_45 ORIGHEAD RF00005_rep.4
+GCUGGGCCCAUAACCCAGAGGUCGAUGGAUCGAAACCAUCCUCUGCUA
+>SEQ17_25_71_+ RESULT 1 SCORE 48.2 EVALUE 9.8e-09 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.21_AL355149.13/15278-15208_17 ORIGHEAD RF00005_rep.21
+UCUCGCCUCCCACGCGGGAGACCCGGGUUCAAUUCCCGGCCAAUGCA
+>SEQ31_26_73_+ RESULT 1 SCORE 53.2 EVALUE 1.2e-09 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.34_AC008443.10/43006-42934_31 ORIGHEAD RF00005_rep.34
+GUUCGCCUCACACGCGAAAGGUCCCCGGUUCGAAACCGGGCGGAAACA
+>SEQ5_26_65_+ RESULT 1 SCORE 43.3 EVALUE 2.2e-08 CLUSTER 1.1 LOC MISS ORIGID RF00005_rep.10_X58792.1/174-245_5 ORIGHEAD RF00005_rep.10
+UCUGGACUUUGAAUCCAGCGAUCCGAGUUCAAAUCUCGGU
+>SEQ33_26_72_+ RESULT 1 SCORE 42.6 EVALUE 1.1e-07 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.36_AC007298.17/145366-145295_33 ORIGHEAD RF00005_rep.36
+CCCCGCCUGUCACGCGGGAGACCGGGGUUCGAUUCCCCGACGGGGAG
+>SEQ7_27_76_+ RESULT 1 SCORE 39.0 EVALUE 1.8e-07 CLUSTER 1.1 LOC MISS ORIGID RF00005_rep.12_AC108081.2/59868-59786_7 ORIGHEAD RF00005_rep.12
+GCUGCGUUCAGGUCGCAGUCUCCCCUGGAGGCGUGGGUUCGAAUCCCACU
+>SEQ26_26_65_+ RESULT 1 SCORE 42.9 EVALUE 2.6e-08 CLUSTER 1.1 LOC MISS ORIGID RF00005_rep.2_AL662865.4/12206-12135_26 ORIGHEAD RF00005_rep.2
+UCUGGACUCUGAAUCCAGCGAUCCGAGUUCAAAUCUCGGU
+>SEQ22_26_65_+ RESULT 1 SCORE 31.6 EVALUE 5.9e-06 CLUSTER 1.1 LOC MISS ORIGID RF00005_rep.26_AF346999.1/4402-4331_22 ORIGHEAD RF00005_rep.26
+GGAGAAUUUUGGAUUCUCAGGGAUGGGUUCGAUUCUCAUA
+>SEQ28_25_71_+ RESULT 1 SCORE 51.1 EVALUE 2.8e-09 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.31_AC092686.3/29631-29561_28 ORIGHEAD RF00005_rep.31
+UCUCGCCUGCCACGCGGGAGGCCCGGGUUCGAUUCCCGGCCAAUGCA
+>SEQ30_25_72_+ RESULT 1 SCORE 41.2 EVALUE 2e-07 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.33_AC018638.5/4694-4623_30 ORIGHEAD RF00005_rep.33
+UCUCGCUUAGGGUGCGAGAGGUCCCGGGUUCAAAUCCCGGACGAGCCC
+>SEQ9_26_73_+ RESULT 1 SCORE 52.7 EVALUE 1.4e-09 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.14_AL021808.2/65570-65498_9 ORIGHEAD RF00005_rep.14
+GUUCGCCUCACACGCGAAAGGUCCCCGGUUCGAAACCGGGCAGAAGCA
+>SEQ37_27_75_+ RESULT 1 SCORE 43.0 EVALUE 2.6e-08 CLUSTER 1.1 LOC MISS ORIGID RF00005_rep.3_Z54587.1/126-45_37 ORIGHEAD RF00005_rep.3
+GCUGGAUUUAGGCUCCAGUCUCUUCGGAGGCGUGGGUUCGAAUCCCACC
+>SEQ15_26_73_+ RESULT 1 SCORE 49.2 EVALUE 6.6e-09 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.1_AC005329.1/7043-6971_15 ORIGHEAD RF00005_rep.1
+GUUAGACUGAAGAUCUAAAGGUCCCUGGUUCGAUCCCGGGUUUCGGCA
+>SEQ32_26_73_+ RESULT 1 SCORE 54.0 EVALUE 8.3e-10 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.35_AC005783.1/27398-27326_32 ORIGHEAD RF00005_rep.35
+AUUCGCCUCACACGCGAAAGGUCCCCGGUUCGAUCCCGGGCGGAAACA
+>SEQ12_26_82_+ RESULT 1 SCORE 47.0 EVALUE 1.7e-08 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.17_AL021918.1/54817-54736_12 ORIGHEAD RF00005_rep.17
+GAUGGACUUGAAAUCCAUUGGGGUUUCCCCGCGCAGGUUCGAAUCCUGUCGGCUACG
+>SEQ46_26_72_+ RESULT 1 SCORE 45.5 EVALUE 3.2e-08 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.5_AL590385.23/26129-26058_46 ORIGHEAD RF00005_rep.5
+UCGGCGCUCUCACCGCCGCGGCCCGGGUUCGAUUCCCGGUCAGGGAA
+>SEQ24_26_73_+ RESULT 1 SCORE 45.0 EVALUE 4e-08 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.28_X04779.1/1-73_24 ORIGHEAD RF00005_rep.28
+GGAGGACUGUAGAUCCUUAGGUCGCUGGUUCGAUUCCGGCUCGAAGGA
+>SEQ18_26_72_+ RESULT 1 SCORE 45.5 EVALUE 3.1e-08 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.22_AL590385.23/26487-26416_18 ORIGHEAD RF00005_rep.22
+AGCUGCCUUCCAAGCAGUUGACCCGGGUUCGAUUCCCGGCCAACGCA
+>SEQ10_26_73_+ RESULT 1 SCORE 45.6 EVALUE 3e-08 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.15_AC008443.10/42590-42518_10 ORIGHEAD RF00005_rep.15
+AUGAGACUCUUAAUCUCAGGGUCGUGGGUUCGAGCCCCACGUUGGGCG
+>SEQ21_27_74_+ RESULT 1 SCORE 45.0 EVALUE 3.9e-08 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.25_AC006449.19/196857-196784_21 ORIGHEAD RF00005_rep.25
+GUUCGGCUGUUAACCGAAAGGUUGGUGGUUCGAGCCCACCCAGGGACG
+>SEQ19_27_82_+ RESULT 1 SCORE 49.1 EVALUE 6.9e-09 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.23_M16479.1/42-123_19 ORIGHEAD RF00005_rep.23
+AGCAGACUCUAAAUCUGCCGUCAUCGACUUCGAAGGUUCGAAUCCUUCCCCCACCA
+>SEQ14_26_66_+ RESULT 1 SCORE 33.9 EVALUE 2e-06 CLUSTER 1.1 LOC MISS ORIGID RF00005_rep.19_AF134583.1/1816-1744_14 ORIGHEAD RF00005_rep.19
+GCUUAGCUGUUAACUAAGUGUUUGUGGGUUUAAGUCCCAUU
+>SEQ13_26_82_+ RESULT 1 SCORE 46.5 EVALUE 2e-08 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.18_AL021918.1/81116-81197_13 ORIGHEAD RF00005_rep.18
+GAUGGACUAGAAAUCCAUUGGGGUUUCCCCACGCAGGUUCGAAUCCUGCCGACUACG
+>SEQ20_25_72_+ RESULT 1 SCORE 40.8 EVALUE 2.4e-07 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.24_AC004941.2/32735-32806_20 ORIGHEAD RF00005_rep.24
+AUUUGACUGCAGAUCAAGAGGUCCCUGGUUCAAAUCCAGGUGCCCCCU
+>SEQ40_21_66_+ RESULT 1 SCORE 30.4 EVALUE 2.1e-05 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.42_AF347015.1/5827-5762_40 ORIGHEAD RF00005_rep.42
+AUUGAAUUGCAAAUUCGAAGAAGCAGCUUCAAACCUGCCGGGGCUU
+>SEQ4_26_73_+ RESULT 1 SCORE 44.8 EVALUE 4.4e-08 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.0_M15347.1/1040-968_4 ORIGHEAD RF00005_rep.0
+ACUGGUCUUGUAAACCAGGGGUCGCGAGUUCAAUUCUCGCUGGGGCUU
+>SEQ50_26_73_+ RESULT 1 SCORE 48.8 EVALUE 7.8e-09 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.9_AP000442.6/2022-1950_50 ORIGHEAD RF00005_rep.9
+AUCAGACUUUUAAUCUGAGGGUCCAGGGUUCAAGUCCCUGUUCGGGCG
+>SEQ16_25_72_+ RESULT 1 SCORE 40.4 EVALUE 2.8e-07 CLUSTER 1.2 LOC MISS ORIGID RF00005_rep.20_AL671879.2/100356-100285_16 ORIGHEAD RF00005_rep.20
+GCAUGCUUCGCAUGUAUGAGGCCCCGGGUUCGAUCCCCGGCAUCUCCA
+>SEQ29_21_59_+ RESULT 1 SCORE 24.3 EVALUE 0.0002 CLUSTER 1.1 LOC MISS ORIGID RF00005_rep.32_AF347015.1/5892-5827_29 ORIGHEAD RF00005_rep.32
+CAUUGGACUGUAAAUCUAAAGACAGGGGUUAGGCCUCUU
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/1.cluster.top5.alirna.ps	Sat Oct 27 13:23:06 2018 -0400
@@ -0,0 +1,417 @@
+%!PS-Adobe-3.0 EPSF-3.0
+%%Creator: ViennaRNA-2.3.1
+%%CreationDate: Tue May 30 20:24:19 2017
+%%Title: RNA Secondary Structure Plot
+%%BoundingBox: 0 0 700 700
+%%DocumentFonts: Helvetica
+%%Pages: 1
+%%EndComments
+
+%Options: --noLP 
+% to switch off outline pairs of sequence comment or
+% delete the appropriate line near the end of the file
+
+%%BeginProlog
+/RNAplot 100 dict def
+RNAplot begin
+/fsize  14 def
+/outlinecolor {0.2 setgray} bind def
+/paircolor    {0.2 setgray} bind def
+/seqcolor     {0   setgray} bind def
+/cshow  { dup stringwidth pop -2 div fsize -3 div rmoveto show} bind def
+/min { 2 copy gt { exch } if pop } bind def
+/max { 2 copy lt { exch } if pop } bind def
+/arccoords { % i j arccoords
+  % puts optimal x1 y1 x2 y2 coordinates used in bezier curves from i to j
+  % onto the stack
+  dup 3 -1 roll dup 4 -1 roll lt dup dup 5 2 roll {exch} if
+  dup 3 -1 roll dup 3 -1 roll exch sub 1 sub dup
+  4 -2 roll 5 -1 roll {exch} if 4 2 roll
+  sequence length dup 2 div exch 3 1 roll lt 
+  {exch 5 -1 roll pop 4 -2 roll exch 4 2 roll}
+  { 4 2 roll 5 -1 roll dup 6 1 roll {exch} if
+    4 -2 roll exch pop dup 3 -1 roll dup 4 1 roll
+    exch add 4 -1 roll dup 5 1 roll sub 1 sub
+    5 -1 roll not {4 -2 roll exch 4 2 roll} if
+  }ifelse
+   % compute the scalingfactor and prepare (1-sf) and sf*r
+  2 mul exch cpr 3 1 roll div dup
+  3 -1 roll mul exch 1 exch sub exch
+   % compute the coordinates
+  3 -1 roll 1 sub coor exch get aload pop % get coord for i
+  4 -1 roll dup 5 1 roll mul 3 -1 roll dup 4 1 roll add exch % calculate y1
+  4 -1 roll dup 5 1 roll mul 3 -1 roll dup 4 1 roll add exch % calculate x1
+  5 -1 roll 1 sub coor exch get aload pop % get coord for j
+  % duplicate j coord
+  dup 3 -1 roll dup 4 1 roll exch 8 2 roll
+  6 -1 roll dup 7 1 roll mul 5 -1 roll dup 6 1 roll add exch % calculate y2
+  6 -1 roll mul 5 -1 roll add exch % calculate x2
+  6 -2 roll % reorder
+} bind def
+/drawoutline {
+  gsave outlinecolor newpath
+  coor 0 get aload pop 0.8 0 360 arc % draw 5' circle of 1st sequence
+  currentdict /cutpoint known        % check if cutpoint is defined
+  {coor 0 cutpoint getinterval
+   {aload pop lineto} forall         % draw outline of 1st sequence
+   coor cutpoint 1 add get aload pop
+   2 copy moveto 0.8 0 360 arc       % draw 5' circle of 2nd sequence
+   coor cutpoint 1 add coor length cutpoint 1 add sub getinterval
+   {aload pop lineto} forall}        % draw outline of 2nd sequence
+  {coor {aload pop lineto} forall}   % draw outline as a whole
+  ifelse
+  stroke grestore
+} bind def
+/drawpairs {
+  paircolor
+  0.7 setlinewidth
+  [9 3.01] 9 setdash
+  newpath
+  pairs {aload pop
+      currentdict (cpr) known
+      { exch dup
+        coor  exch 1 sub get aload pop moveto
+        exch arccoords curveto
+      }
+      { coor exch 1 sub get aload pop moveto
+        coor exch 1 sub get aload pop lineto
+      }ifelse
+  } forall
+  stroke
+} bind def
+% draw bases
+/drawbases {
+  [] 0 setdash
+  seqcolor
+  0
+  coor {
+    aload pop moveto
+    dup sequence exch 1 getinterval cshow
+    1 add
+  } forall
+  pop
+} bind def
+
+/init {
+  /Helvetica findfont fsize scalefont setfont
+  1 setlinejoin
+  1 setlinecap
+  0.8 setlinewidth
+  % find the coordinate range
+  /xmax -1000 def /xmin 10000 def
+  /ymax -1000 def /ymin 10000 def
+  coor {
+      aload pop
+      dup ymin lt {dup /ymin exch def} if
+      dup ymax gt {/ymax exch def} {pop} ifelse
+      dup xmin lt {dup /xmin exch def} if
+      dup xmax gt {/xmax exch def} {pop} ifelse
+  } forall
+  /size {xmax xmin sub ymax ymin sub max} bind def
+  /width {xmax xmin sub} bind def
+  /height {ymax ymin sub} bind def
+  10 10 translate
+  680 size 10 add div dup scale
+  size width sub width xmin sub xmax sub add 2 div 5 add
+  size height sub height ymin sub ymax sub add 2 div 5 add
+  translate
+} bind def
+end
+RNAplot begin
+% extra definitions for standard anotations
+/min { 2 copy gt { exch } if pop } bind def
+/BLACK { 0 0 0 } def
+/RED   { 1 0 0 } def
+/GREEN { 0 1 0 } def
+/BLUE  { 0 0 1 } def
+/WHITE { 1 1 1 } def
+/LabelFont { % font size LabelFont
+  exch findfont exch fsize mul scalefont setfont
+} bind def
+/Label { % i dx dy (text) Label
+  % write text at base i plus offset dx, dy
+  4 3 roll 1 sub coor exch get aload pop moveto
+  3 1 roll fsize mul exch fsize mul exch rmoveto
+  show
+} bind def
+/cmark { % i cmark   draw circle around base i
+  newpath 1 sub coor exch get aload pop
+  fsize 2 div 0 360 arc stroke
+} bind def
+/gmark { % i j c gmark
+  % draw basepair i,j with c counter examples in gray
+  gsave
+  3 min [0 0.33 0.66 0.9] exch get setgray
+  1 sub dup coor exch get aload pop moveto
+  sequence exch 1 getinterval cshow
+  1 sub dup coor exch get aload pop moveto
+  sequence exch 1 getinterval cshow
+  grestore
+} bind def
+/segmark { % f i j lw r g b segmark
+  % mark segment [i,j] with outline width lw and color rgb
+  % use omark and Fomark instead
+  gsave
+  setrgbcolor setlinewidth
+  newpath
+  1 sub exch 1 sub dup
+  coor exch get aload pop moveto
+  currentdict (cpr) known
+  {
+    3 -1 roll dup 4 1 roll dup
+    {
+      3 1 roll dup 3 -1 roll dup
+      4 1 roll exch 5 2 roll exch
+    }
+    {
+      3 1 roll exch
+    } ifelse
+    1 exch { coor exch get aload pop lineto } for
+    {
+      dup 3 1 roll 1 add exch 1 add arccoords pop pop
+      4 2 roll 5 -1 roll coor exch get aload pop curveto
+    } if
+  }
+  {
+    exch 1 exch {
+      coor exch get aload pop lineto
+    } for
+  } ifelse
+  { closepath fill } if  stroke
+  grestore
+} bind def
+/omark { % i j lw r g b omark
+  % stroke segment [i..j] with linewidth lw, color rgb
+  false 7 1 roll segmark
+} bind def
+/Fomark { % i j r g b Fomark
+  % fill segment [i..j] with color rgb
+  % should precede drawbases
+  1 4 1 roll true 7 1 roll segmark
+} bind def
+/BFmark{ % i j k l r g b BFmark
+  % fill block between pairs (i,j) and (k,l) with color rgb
+  % should precede drawbases
+  gsave
+  setrgbcolor
+  newpath
+  currentdict (cpr) known
+  {
+    dup 1 sub coor exch get aload pop moveto % move to l
+    dup 1 sub 4 -1 roll dup 5 1 roll 1 sub 1 exch
+    { coor exch get aload pop lineto } for % lines from l to j
+    3 -1 roll 4 -1 roll dup 5 1 roll arccoords curveto % curve from j to i
+    exch dup 4 -1 roll 1 sub exch 1 sub 1 exch
+    { coor exch get aload pop lineto } for % lines from i to k
+    exch arccoords curveto% curve from k to l
+  }
+  {  exch 4 3 roll exch 1 sub exch 1 sub dup
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+% End Annotations
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+end
+%%EOF
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--- a/test-data/1.cluster.top5.result.aln_1.R2R.sto.pdf	Fri Feb 23 10:46:41 2018 -0500
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
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+SEQ74#1#100#+  RESULT  2  CM_SCORE  163.2  MODEL  1.2  ORIGID  RF00618_rep.2_U62822.1/2-128_74           ORIGHEAD  RF00618  
+SEQ72#1#100#+  RESULT  2  CM_SCORE  163.1  MODEL  1.2  ORIGID  RF00618_rep.0_AL135914.25/92223-92098_72  ORIGHEAD  RF00618  
+SEQ73#1#100#+  RESULT  2  CM_SCORE  161.5  MODEL  1.2  ORIGID  RF00618_rep.1_AL161445.10/77816-77941_73  ORIGHEAD  RF00618  
+SEQ75#1#100#+  RESULT  2  CM_SCORE  160.5  MODEL  1.2  ORIGID  RF00618_rep.3_AL389925.10/20736-20611_75  ORIGHEAD  RF00618  
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Binary file test-data/RESULTS.zip has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/combined_cm_out	Sat Oct 27 13:23:06 2018 -0400
@@ -0,0 +1,53 @@
+##.1.1
+SEQ31	-	dataset_60	-	cm	1	73	1	73	+	no	1	0.56	0.0	88.9	1.2e-150	!	ORIGID RF00005_rep.34_AC008443.10/43006-42934_31 ORIGHEAD RF00005
+SEQ11	-	dataset_60	-	cm	1	73	1	82	+	no	1	0.62	0.0	88.3	8e-150	!	ORIGID RF00005_rep.16_AL133551.13/12355-12436_11 ORIGHEAD RF00005
+SEQ9	-	dataset_60	-	cm	1	73	1	73	+	no	1	0.56	0.0	87.8	4.6e-149	!	ORIGID RF00005_rep.14_AL021808.2/65570-65498_9 ORIGHEAD RF00005
+SEQ32	-	dataset_60	-	cm	1	73	1	73	+	no	1	0.58	0.0	87.3	2.6e-148	!	ORIGID RF00005_rep.35_AC005783.1/27398-27326_32 ORIGHEAD RF00005
+SEQ13	-	dataset_60	-	cm	1	73	1	82	+	no	1	0.56	0.0	86.3	8.9e-147	!	ORIGID RF00005_rep.18_AL021918.1/81116-81197_13 ORIGHEAD RF00005
+SEQ36	-	dataset_60	-	cm	1	73	1	73	+	no	1	0.51	0.0	83.0	1.1e-141	!	ORIGID RF00005_rep.39_AL031229.2/40502-40430_36 ORIGHEAD RF00005
+SEQ12	-	dataset_60	-	cm	1	73	1	82	+	no	1	0.57	0.0	82.7	3.1e-141	!	ORIGID RF00005_rep.17_AL021918.1/54817-54736_12 ORIGHEAD RF00005
+SEQ26	-	dataset_60	-	cm	1	73	1	72	+	no	1	0.50	0.0	82.0	4.9e-140	!	ORIGID RF00005_rep.2_AL662865.4/12206-12135_26 ORIGHEAD RF00005
+SEQ5	-	dataset_60	-	cm	1	73	1	72	+	no	1	0.51	0.0	81.7	1.3e-139	!	ORIGID RF00005_rep.10_X58792.1/174-245_5 ORIGHEAD RF00005
+SEQ50	-	dataset_60	-	cm	1	73	1	73	+	no	1	0.56	0.0	80.8	3.1e-138	!	ORIGID RF00005_rep.9_AP000442.6/2022-1950_50 ORIGHEAD RF00005
+SEQ28	-	dataset_60	-	cm	1	73	1	71	+	no	1	0.62	0.0	80.7	4.6e-138	!	ORIGID RF00005_rep.31_AC092686.3/29631-29561_28 ORIGHEAD RF00005
+SEQ15	-	dataset_60	-	cm	1	73	1	73	+	no	1	0.53	0.0	80.6	5.9e-138	!	ORIGID RF00005_rep.1_AC005329.1/7043-6971_15 ORIGHEAD RF00005
+SEQ24	-	dataset_60	-	cm	1	73	1	73	+	no	1	0.56	0.0	80.3	1.5e-137	!	ORIGID RF00005_rep.28_X04779.1/1-73_24 ORIGHEAD RF00005
+SEQ4	-	dataset_60	-	cm	1	73	1	73	+	no	1	0.56	0.0	79.2	7.3e-136	!	ORIGID RF00005_rep.0_M15347.1/1040-968_4 ORIGHEAD RF00005
+SEQ46	-	dataset_60	-	cm	1	73	1	72	+	no	1	0.65	0.0	78.4	1.3e-134	!	ORIGID RF00005_rep.5_AL590385.23/26129-26058_46 ORIGHEAD RF00005
+SEQ17	-	dataset_60	-	cm	1	73	1	71	+	no	1	0.59	0.0	77.7	1.6e-133	!	ORIGID RF00005_rep.21_AL355149.13/15278-15208_17 ORIGHEAD RF00005
+SEQ37	-	dataset_60	-	cm	1	73	1	82	+	no	1	0.63	0.0	76.3	2.5e-131	!	ORIGID RF00005_rep.3_Z54587.1/126-45_37 ORIGHEAD RF00005
+SEQ10	-	dataset_60	-	cm	1	73	1	73	+	no	1	0.62	0.0	76.3	2.8e-131	!	ORIGID RF00005_rep.15_AC008443.10/42590-42518_10 ORIGHEAD RF00005
+SEQ23	-	dataset_60	-	cm	1	73	1	74	+	no	1	0.61	0.0	75.9	1.2e-130	!	ORIGID RF00005_rep.27_AL352978.6/119697-119770_23 ORIGHEAD RF00005
+SEQ20	-	dataset_60	-	cm	1	73	1	72	+	no	1	0.56	0.0	75.8	1.7e-130	!	ORIGID RF00005_rep.24_AC004941.2/32735-32806_20 ORIGHEAD RF00005
+SEQ30	-	dataset_60	-	cm	1	73	1	72	+	no	1	0.61	0.0	74.9	4e-129	!	ORIGID RF00005_rep.33_AC018638.5/4694-4623_30 ORIGHEAD RF00005
+SEQ16	-	dataset_60	-	cm	1	73	1	72	+	no	1	0.61	0.0	74.9	4e-129	!	ORIGID RF00005_rep.20_AL671879.2/100356-100285_16 ORIGHEAD RF00005
+SEQ21	-	dataset_60	-	cm	1	73	1	74	+	no	1	0.61	0.0	74.8	4.8e-129	!	ORIGID RF00005_rep.25_AC006449.19/196857-196784_21 ORIGHEAD RF00005
+SEQ18	-	dataset_60	-	cm	1	73	1	72	+	no	1	0.58	0.0	72.9	4.3e-126	!	ORIGID RF00005_rep.22_AL590385.23/26487-26416_18 ORIGHEAD RF00005
+SEQ35	-	dataset_60	-	cm	1	73	1	72	+	no	1	0.65	0.0	71.9	1.2e-124	!	ORIGID RF00005_rep.38_J00309.1/356-427_35 ORIGHEAD RF00005
+SEQ45	-	dataset_60	-	cm	1	73	1	72	+	no	1	0.60	0.0	71.6	4.5e-124	!	ORIGID RF00005_rep.4_Z98744.2/66305-66234_45 ORIGHEAD RF00005
+SEQ7	-	dataset_60	-	cm	1	73	1	83	+	no	1	0.63	0.0	71.2	2e-123	!	ORIGID RF00005_rep.12_AC108081.2/59868-59786_7 ORIGHEAD RF00005
+SEQ33	-	dataset_60	-	cm	1	73	1	72	+	no	1	0.62	0.0	69.2	2e-120	!	ORIGID RF00005_rep.36_AC007298.17/145366-145295_33 ORIGHEAD RF00005
+SEQ19	-	dataset_60	-	cm	1	73	1	82	+	no	1	0.59	0.0	69.0	4e-120	!	ORIGID RF00005_rep.23_M16479.1/42-123_19 ORIGHEAD RF00005
+SEQ22	-	dataset_60	-	cm	1	73	1	72	+	no	1	0.49	0.0	48.1	5.1e-88	!	ORIGID RF00005_rep.26_AF346999.1/4402-4331_22 ORIGHEAD RF00005
+SEQ40	-	dataset_60	-	cm	1	73	1	66	+	no	1	0.45	0.0	44.2	4.7e-82	!	ORIGID RF00005_rep.42_AF347015.1/5827-5762_40 ORIGHEAD RF00005
+SEQ29	-	dataset_60	-	cm	1	73	1	66	+	no	1	0.42	0.0	31.0	8.7e-62	!	ORIGID RF00005_rep.32_AF347015.1/5892-5827_29 ORIGHEAD RF00005
+SEQ14	-	dataset_60	-	cm	1	73	1	73	+	no	1	0.41	0.0	29.5	2.2e-59	!	ORIGID RF00005_rep.19_AF134583.1/1816-1744_14 ORIGHEAD RF00005
+SEQ39	-	dataset_60	-	cm	1	73	1	69	+	no	1	0.39	0.0	21.6	2.5e-47	!	ORIGID RF00005_rep.41_AC093311.2/140036-139968_39 ORIGHEAD RF00005
+SEQ48	-	dataset_60	-	cm	1	73	1	71	+	no	1	0.35	0.0	12.9	5.7e-34	!	ORIGID RF00005_rep.7_AF347005.1/12268-12338_48 ORIGHEAD RF00005
+SEQ34	-	dataset_60	-	cm	1	73	1	68	+	no	1	0.34	0.0	12.8	9.6e-34	!	ORIGID RF00005_rep.37_AF347001.1/16015-15948_34 ORIGHEAD RF00005
+SEQ6	-	dataset_60	-	cm	1	73	1	66	+	no	1	0.38	0.0	12.1	1.1e-32	!	ORIGID RF00005_rep.11_AF346992.1/15890-15955_6 ORIGHEAD RF00005
+SEQ42	-	dataset_60	-	cm	1	73	1	69	+	no	1	0.38	0.0	9.4	1.4e-28	!	ORIGID RF00005_rep.44_AC008670.6/83597-83665_42 ORIGHEAD RF00005
+SEQ8	-	dataset_60	-	cm	1	73	1	70	+	no	1	0.33	0.0	9.0	6.2e-28	!	ORIGID RF00005_rep.13_AC067849.6/4771-4840_8 ORIGHEAD RF00005
+SEQ27	-	dataset_60	-	cm	1	73	1	69	+	no	1	0.43	0.0	8.6	3.1e-27	!	ORIGID RF00005_rep.30_AL132988.4/95773-95841_27 ORIGHEAD RF00005
+SEQ41	-	dataset_60	-	cm	1	73	1	68	+	no	1	0.26	0.1	7.7	6e-26	!	ORIGID RF00005_rep.43_L23320.1/77-10_41 ORIGHEAD RF00005
+SEQ43	-	dataset_60	-	cm	1	73	1	71	+	no	1	0.41	0.0	4.3	1.1e-20	!	ORIGID RF00005_rep.45_AF382005.1/581-651_43 ORIGHEAD RF00005
+SEQ25	-	dataset_60	-	cm	1	73	1	69	+	no	1	0.29	0.0	4.2	1.8e-20	!	ORIGID RF00005_rep.29_AF381996.2/4265-4333_25 ORIGHEAD RF00005
+SEQ44	-	dataset_60	-	cm	1	73	1	69	+	no	1	0.42	0.0	1.2	6.2e-16	!	ORIGID RF00005_rep.46_AF347015.1/1604-1672_44 ORIGHEAD RF00005
+SEQ38	-	dataset_60	-	cm	1	73	1	65	+	no	1	0.23	0.5	-0.9	1.1e-12	!	ORIGID RF00005_rep.40_AF382013.1/10403-10467_38 ORIGHEAD RF00005
+SEQ47	-	dataset_60	-	cm	1	73	1	68	+	no	1	0.24	0.5	-1.5	9.1e-12	!	ORIGID RF00005_rep.6_X93334.1/6942-7009_47 ORIGHEAD RF00005
+SEQ49	-	dataset_60	-	cm	1	73	1	68	+	no	1	0.35	0.0	-4.4	2.9e-07	!	ORIGID RF00005_rep.8_AF134583.1/1599-1666_49 ORIGHEAD RF00005
+##.1.2
+SEQ74	-	dataset_61	-	cm	1	100	1	100	+	no	1	0.51	0.0	163.2	7.9e-68	!	ORIGID RF00618_rep.2_U62822.1/2-128_74 ORIGHEAD RF00618
+SEQ72	-	dataset_61	-	cm	1	100	1	100	+	no	1	0.49	0.0	163.1	8.9e-68	!	ORIGID RF00618_rep.0_AL135914.25/92223-92098_72 ORIGHEAD RF00618
+SEQ73	-	dataset_61	-	cm	1	100	1	100	+	no	1	0.49	0.0	161.5	3.4e-67	!	ORIGID RF00618_rep.1_AL161445.10/77816-77941_73 ORIGHEAD RF00618
+SEQ75	-	dataset_61	-	cm	1	100	1	100	+	no	1	0.44	0.0	160.5	8.2e-67	!	ORIGID RF00618_rep.3_AL389925.10/20736-20611_75 ORIGHEAD RF00618
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/evaluation1.txt	Sat Oct 27 13:23:06 2018 -0400
@@ -0,0 +1,5 @@
+completeness_score : 0.533962565156
+homogeneity_score : 1.0
+adjusted_rand_score : 0.551625093777
+adjusted_mutual_info_score : 0.291033044987
+v_measure_score : 0.696187217713