diff --git a/.gitignore b/.gitignore
index 24cae48..4e79a63 100644
--- a/.gitignore
+++ b/.gitignore
@@ -10,6 +10,7 @@ OUTPUT/
 *.csv
 *.pdf
 logs/
+.idea/
 GumTreeInput/
 GumTreeInput1/
 GumTreeOutput1/
diff --git a/.idea/workspace.xml b/.idea/workspace.xml
index 19f4360..f35f267 100644
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
@@ -2,19 +2,33 @@
 <project version="4">
   <component name="ChangeListManager">
     <list default="true" id="7b5ed080-e2fb-4060-b49a-7b2beb7dcc68" name="Default Changelist" comment="">
+      <change beforePath="$PROJECT_DIR$/.gitignore" beforeDir="false" afterPath="$PROJECT_DIR$/.gitignore" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
       <change beforePath="$PROJECT_DIR$/FixPatternMiner.iml" beforeDir="false" afterPath="$PROJECT_DIR$/FixPatternMiner.iml" afterDir="false" />
       <change beforePath="$PROJECT_DIR$/pom.xml" beforeDir="false" afterPath="$PROJECT_DIR$/pom.xml" afterDir="false" />
       <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/Launcher.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/Launcher.java" afterDir="false" />
       <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/AkkaTreeParser.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/AkkaTreeParser.java" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/Compare.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/Compare.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/CompareTrees.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/CompareTrees.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/RunnableCompare.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/RunnableCompare.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/TreeActor.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/TreeActor.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/TreeMessage.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/TreeMessage.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/TreeWorker.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/TreeWorker.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffActor.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffActor.java" afterDir="false" />
       <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffHunkParser.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffHunkParser.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffMessage.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffMessage.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffParser.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffParser.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffWorker.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffWorker.java" afterDir="false" />
       <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/HierarchicalActionSet.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/HierarchicalActionSet.java" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/AkkaTreeLoader.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/AkkaTreeLoader.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/HierarchicalRegrouper.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/HierarchicalRegrouper.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/Parser.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/Parser.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/RunnableParser.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/RunnableParser.java" afterDir="false" />
       <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/EnhancedASTDiff.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/EnhancedASTDiff.java" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/ImportPairs2DB.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/ImportPairs2DB.java" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/MultiThreadTreeLoaderCluster.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/MultiThreadTreeLoaderCluster.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/MultiThreadTreeLoaderCluster3.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/MultiThreadTreeLoaderCluster3.java" afterDir="false" />
       <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/StoreEDiffInCache.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/StoreEDiffInCache.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/CallShell.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/CallShell.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/ClusterToPattern.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/ClusterToPattern.java" afterDir="false" />
       <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/EDiffHelper.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/EDiffHelper.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/PoolBuilder.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/PoolBuilder.java" afterDir="false" />
     </list>
     <ignored path="$PROJECT_DIR$/target/" />
     <ignored path="$PROJECT_DIR$/../gumtree/gen.jdt/target/" />
@@ -29,61 +43,37 @@
     <option name="HIGHLIGHT_NON_ACTIVE_CHANGELIST" value="false" />
     <option name="LAST_RESOLUTION" value="IGNORE" />
   </component>
+  <component name="FavoritesManager">
+    <favorites_list name="FixPatternMiner" />
+  </component>
   <component name="FileEditorManager">
     <leaf SIDE_TABS_SIZE_LIMIT_KEY="300">
-      <file pinned="false" current-in-tab="false">
-        <entry file="file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/MultiThreadTreeLoaderCluster.java">
-          <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="324">
-              <caret line="63" column="46" lean-forward="true" selection-start-line="59" selection-start-column="8" selection-end-line="63" selection-end-column="46" />
-            </state>
-          </provider>
-        </entry>
-      </file>
-      <file pinned="false" current-in-tab="false">
-        <entry file="file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/Compare.java">
-          <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="120">
-              <caret line="20" column="13" selection-start-line="20" selection-start-column="13" selection-end-line="20" selection-end-column="13" />
-            </state>
-          </provider>
-        </entry>
-      </file>
       <file pinned="false" current-in-tab="false">
         <entry file="file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/AkkaTreeParser.java">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="683">
-              <caret line="84" selection-start-line="84" selection-end-line="84" />
+            <state relative-caret-position="220">
+              <caret line="73" column="35" selection-start-line="73" selection-start-column="35" selection-end-line="73" selection-end-column="35" />
+            </state>
+          </provider>
+        </entry>
+      </file>
+      <file pinned="false" current-in-tab="false">
+        <entry file="file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/CompareTrees.java">
+          <provider selected="true" editor-type-id="text-editor">
+            <state relative-caret-position="15">
+              <caret line="41" column="32" selection-start-line="41" selection-start-column="32" selection-end-line="41" selection-end-column="32" />
+              <folding>
+                <element signature="imports" expanded="true" />
+              </folding>
             </state>
           </provider>
         </entry>
       </file>
       <file pinned="false" current-in-tab="true">
-        <entry file="file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/CompareTrees.java">
+        <entry file="file://$PROJECT_DIR$/.gitignore">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="451">
-              <caret line="135" column="38" selection-start-line="135" selection-start-column="38" selection-end-line="135" selection-end-column="38" />
-            </state>
-          </provider>
-        </entry>
-      </file>
-      <file pinned="false" current-in-tab="false">
-        <entry file="jar://$MAVEN_REPOSITORY$/org/apache/commons/commons-text/1.3/commons-text-1.3.jar!/org/apache/commons/text/similarity/JaroWinklerDistance.class">
-          <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="150">
-              <caret line="13" selection-start-line="13" selection-end-line="13" />
-            </state>
-          </provider>
-        </entry>
-      </file>
-      <file pinned="false" current-in-tab="false">
-        <entry file="file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/MultiThreadTreeLoaderCluster3.java">
-          <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="675">
-              <caret line="487" selection-start-line="487" selection-end-line="498" selection-end-column="35" />
-              <folding>
-                <element signature="imports" expanded="true" />
-              </folding>
+            <state relative-caret-position="180">
+              <caret line="12" column="6" selection-start-line="12" selection-start-column="6" selection-end-line="12" selection-end-column="6" />
             </state>
           </provider>
         </entry>
@@ -91,17 +81,8 @@
       <file pinned="false" current-in-tab="false">
         <entry file="file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/EDiffHelper.java">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="329">
-              <caret line="264" selection-start-line="264" selection-end-line="264" />
-            </state>
-          </provider>
-        </entry>
-      </file>
-      <file pinned="false" current-in-tab="false">
-        <entry file="file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/ClusterToPattern.java">
-          <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="761">
-              <caret line="64" lean-forward="true" selection-start-line="64" selection-end-line="64" />
+            <state relative-caret-position="318">
+              <caret line="229" column="24" selection-start-line="229" selection-start-column="24" selection-end-line="229" selection-end-column="24" />
               <folding>
                 <element signature="imports" expanded="true" />
               </folding>
@@ -110,19 +91,71 @@
         </entry>
       </file>
       <file pinned="false" current-in-tab="false">
-        <entry file="jar:///Library/Java/JavaVirtualMachines/jdk1.8.0_181.jdk/Contents/Home/src.zip!/java/io/FileWriter.java">
+        <entry file="jar://$MAVEN_REPOSITORY$/redis/clients/jedis/2.8.1/jedis-2.8.1.jar!/redis/clients/jedis/Jedis.class">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="326">
-              <caret line="61" column="4" selection-start-line="61" selection-start-column="4" selection-end-line="61" selection-end-column="4" />
+            <state relative-caret-position="309">
+              <caret line="405" column="4" selection-start-line="405" selection-start-column="4" selection-end-line="405" selection-end-column="4" />
+              <folding>
+                <element signature="e#1325#1326#0" expanded="true" />
+                <element signature="e#1367#1368#0" expanded="true" />
+              </folding>
             </state>
           </provider>
         </entry>
       </file>
       <file pinned="false" current-in-tab="false">
-        <entry file="file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/HierarchicalActionSet.java">
+        <entry file="jar://$MAVEN_REPOSITORY$/redis/clients/jedis/2.8.1/jedis-2.8.1.jar!/redis/clients/jedis/BinaryJedis.class">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="470">
-              <caret line="175" column="33" selection-start-line="175" selection-start-column="21" selection-end-line="175" selection-end-column="33" />
+            <state relative-caret-position="295">
+              <caret line="56" column="29" lean-forward="true" selection-start-line="56" selection-start-column="29" selection-end-line="56" selection-end-column="29" />
+            </state>
+          </provider>
+        </entry>
+      </file>
+      <file pinned="false" current-in-tab="false">
+        <entry file="jar://$MAVEN_REPOSITORY$/redis/clients/jedis/2.8.1/jedis-2.8.1.jar!/redis/clients/jedis/Client.class">
+          <provider selected="true" editor-type-id="text-editor">
+            <state relative-caret-position="180">
+              <caret line="28" column="11" selection-start-line="28" selection-start-column="11" selection-end-line="28" selection-end-column="11" />
+              <folding>
+                <element signature="e#795#796#0" expanded="true" />
+                <element signature="e#828#829#0" expanded="true" />
+              </folding>
+            </state>
+          </provider>
+        </entry>
+      </file>
+      <file pinned="false" current-in-tab="false">
+        <entry file="jar://$MAVEN_REPOSITORY$/redis/clients/jedis/2.8.1/jedis-2.8.1.jar!/redis/clients/jedis/BinaryClient.class">
+          <provider selected="true" editor-type-id="text-editor">
+            <state relative-caret-position="255">
+              <caret line="32" column="11" selection-start-line="32" selection-start-column="11" selection-end-line="32" selection-end-column="11" />
+              <folding>
+                <element signature="e#872#873#0" expanded="true" />
+                <element signature="e#905#906#0" expanded="true" />
+              </folding>
+            </state>
+          </provider>
+        </entry>
+      </file>
+      <file pinned="false" current-in-tab="false">
+        <entry file="file://$PROJECT_DIR$/pom.xml">
+          <provider selected="true" editor-type-id="text-editor">
+            <state relative-caret-position="2475">
+              <caret line="165" column="37" selection-start-line="165" selection-start-column="37" selection-end-line="165" selection-end-column="37" />
+            </state>
+          </provider>
+        </entry>
+      </file>
+      <file pinned="false" current-in-tab="false">
+        <entry file="jar://$MAVEN_REPOSITORY$/com/typesafe/akka/akka-actor_2.11/2.4.11/akka-actor_2.11-2.4.11.jar!/akka/actor/ActorSystem.class">
+          <provider selected="true" editor-type-id="text-editor">
+            <state relative-caret-position="324">
+              <caret line="79" column="30" selection-start-line="79" selection-start-column="30" selection-end-line="79" selection-end-column="30" />
+              <folding>
+                <element signature="e#17513#17514#0" expanded="true" />
+                <element signature="e#17569#17570#0" expanded="true" />
+              </folding>
             </state>
           </provider>
         </entry>
@@ -138,23 +171,54 @@
   </component>
   <component name="FindInProjectRecents">
     <findStrings>
-      <find>FileHelper</find>
-      <find>contain</find>
-      <find>Time</find>
-      <find>getSub</find>
-      <find>Filenamef</find>
-      <find>.keys</find>
-      <find>write</find>
+      <find>redis</find>
+      <find>stemmi</find>
+      <find>hget</find>
+      <find>AstNode</find>
+      <find>ConstructorInvocation</find>
+      <find>ClassCreationIns</find>
+      <find>AnonymousClassDeclaration</find>
+      <find>ClassDe</find>
+      <find>ASTNod</find>
+      <find>TO</find>
+      <find>ASTNode</find>
+      <find>ASTN</find>
+      <find>met</find>
+      <find>Exec</find>
+      <find>Executors.</find>
+      <find>shared</find>
+      <find>retrain</find>
+      <find>leaf</find>
+      <find>reverse</find>
+      <find>TreeU</find>
+      <find>[(60@@[(59@@[(42@@)])])]</find>
+      <find>[(60@@[(59@@[</find>
+      <find>[(60@@[(59@@[(</find>
+      <find>regex</find>
+      <find>Pattern.com</find>
+      <find>valid_id</find>
+      <find>checkout</find>
+      <find>time</find>
+      <find>async</find>
+      <find>Compare-EnhancedDiff-System</find>
     </findStrings>
+    <dirStrings>
+      <dir>$PROJECT_DIR$/../gumtree</dir>
+      <dir>$MAVEN_REPOSITORY$/org/apache/commons/commons-text/1.3/commons-text-1.3.jar</dir>
+    </dirStrings>
   </component>
   <component name="Git.Settings">
     <option name="ROOT_SYNC" value="DONT_SYNC" />
     <option name="RECENT_GIT_ROOT_PATH" value="$PROJECT_DIR$" />
+    <option name="RECENT_BRANCH_BY_REPOSITORY">
+      <map>
+        <entry key="$PROJECT_DIR$" value="TreeDump" />
+      </map>
+    </option>
   </component>
   <component name="IdeDocumentHistory">
     <option name="CHANGED_PATHS">
       <list>
-        <option value="$PROJECT_DIR$/.gitignore" />
         <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/FixPattern/utils/FileHelper.java" />
         <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/TestHunkParserSingleFile.java" />
         <option value="$PROJECT_DIR$/../gumtree/pom.xml" />
@@ -164,24 +228,40 @@
         <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/EnhancedASTDiff.java" />
         <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/cluster/StoreEDiffInCache.java" />
         <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/config/Configuration.java" />
-        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/HierarchicalActionSet.java" />
-        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/EnhancedASTDiff.java" />
-        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffHunkParser.java" />
-        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/StoreEDiffInCache.java" />
         <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/ImportPairs2DB.java" />
-        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/CallShell.java" />
         <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/AkkaTreeLoader.java" />
-        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/Launcher.java" />
         <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/MultiThreadTreeLoaderCluster.java" />
         <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/Compare.java" />
-        <option value="$PROJECT_DIR$/pom.xml" />
         <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/RunnableCompareTrees.java" />
-        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/AkkaTreeParser.java" />
+        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/HierarchicalActionSet.java" />
+        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/DocumentSimilarity.java" />
+        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/CallShell.java" />
+        <option value="$PROJECT_DIR$/../gumtree/gen.jdt/src/main/java/edu/lu/uni/serval/gen/jdt/exp/ExpJdtVisitor.java" />
+        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/HierarchicalRegrouper.java" />
+        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/StoreEDiffInCache.java" />
+        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/Launcher.java" />
+        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffParser.java" />
+        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/Parser.java" />
+        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffActor.java" />
+        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/RunnableParser.java" />
+        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffWorker.java" />
+        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffHunkParser.java" />
+        <option value="$PROJECT_DIR$/pom.xml" />
+        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffMessage.java" />
+        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/CompareMessage.java" />
         <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/TreeMessage.java" />
-        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/TreeWorker.java" />
+        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/RunnableCompare.java" />
+        <option value="$PROJECT_DIR$/../gumtree/core/src/main/java/com/github/gumtreediff/matchers/heuristic/cd/ChangeDistillerLeavesMatcher.java" />
         <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/ClusterToPattern.java" />
+        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/MultiThreadTreeLoaderCluster3.java" />
+        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/EnhancedASTDiff.java" />
+        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/PoolBuilder.java" />
+        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/TreeWorker.java" />
+        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/TreeActor.java" />
         <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/EDiffHelper.java" />
+        <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/AkkaTreeParser.java" />
         <option value="$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/CompareTrees.java" />
+        <option value="$PROJECT_DIR$/.gitignore" />
       </list>
     </option>
   </component>
@@ -215,7 +295,7 @@
   <component name="MavenRunner">
     <option name="jreName" value="1.8" />
   </component>
-  <component name="ProjectFrameBounds" fullScreen="true">
+  <component name="ProjectFrameBounds" extendedState="6" fullScreen="true">
     <option name="width" value="1274" />
     <option name="height" value="1440" />
   </component>
@@ -232,135 +312,6 @@
               <item name="FixPatternMiner" type="b2602c69:ProjectViewProjectNode" />
               <item name="fixminer_source" type="462c0819:PsiDirectoryNode" />
             </path>
-            <path>
-              <item name="FixPatternMiner" type="b2602c69:ProjectViewProjectNode" />
-              <item name="fixminer_source" type="462c0819:PsiDirectoryNode" />
-              <item name="src" type="462c0819:PsiDirectoryNode" />
-            </path>
-            <path>
-              <item name="FixPatternMiner" type="b2602c69:ProjectViewProjectNode" />
-              <item name="fixminer_source" type="462c0819:PsiDirectoryNode" />
-              <item name="src" type="462c0819:PsiDirectoryNode" />
-              <item name="main" type="462c0819:PsiDirectoryNode" />
-            </path>
-            <path>
-              <item name="FixPatternMiner" type="b2602c69:ProjectViewProjectNode" />
-              <item name="fixminer_source" type="462c0819:PsiDirectoryNode" />
-              <item name="src" type="462c0819:PsiDirectoryNode" />
-              <item name="main" type="462c0819:PsiDirectoryNode" />
-              <item name="java" type="462c0819:PsiDirectoryNode" />
-            </path>
-            <path>
-              <item name="FixPatternMiner" type="b2602c69:ProjectViewProjectNode" />
-              <item name="fixminer_source" type="462c0819:PsiDirectoryNode" />
-              <item name="src" type="462c0819:PsiDirectoryNode" />
-              <item name="main" type="462c0819:PsiDirectoryNode" />
-              <item name="java" type="462c0819:PsiDirectoryNode" />
-              <item name="serval" type="462c0819:PsiDirectoryNode" />
-            </path>
-            <path>
-              <item name="FixPatternMiner" type="b2602c69:ProjectViewProjectNode" />
-              <item name="fixminer_source" type="462c0819:PsiDirectoryNode" />
-              <item name="src" type="462c0819:PsiDirectoryNode" />
-              <item name="main" type="462c0819:PsiDirectoryNode" />
-              <item name="java" type="462c0819:PsiDirectoryNode" />
-              <item name="serval" type="462c0819:PsiDirectoryNode" />
-              <item name="fixminer" type="462c0819:PsiDirectoryNode" />
-            </path>
-            <path>
-              <item name="FixPatternMiner" type="b2602c69:ProjectViewProjectNode" />
-              <item name="fixminer_source" type="462c0819:PsiDirectoryNode" />
-              <item name="src" type="462c0819:PsiDirectoryNode" />
-              <item name="main" type="462c0819:PsiDirectoryNode" />
-              <item name="java" type="462c0819:PsiDirectoryNode" />
-              <item name="serval" type="462c0819:PsiDirectoryNode" />
-              <item name="fixminer" type="462c0819:PsiDirectoryNode" />
-              <item name="akka" type="462c0819:PsiDirectoryNode" />
-            </path>
-            <path>
-              <item name="FixPatternMiner" type="b2602c69:ProjectViewProjectNode" />
-              <item name="fixminer_source" type="462c0819:PsiDirectoryNode" />
-              <item name="src" type="462c0819:PsiDirectoryNode" />
-              <item name="main" type="462c0819:PsiDirectoryNode" />
-              <item name="java" type="462c0819:PsiDirectoryNode" />
-              <item name="serval" type="462c0819:PsiDirectoryNode" />
-              <item name="fixminer" type="462c0819:PsiDirectoryNode" />
-              <item name="akka" type="462c0819:PsiDirectoryNode" />
-              <item name="compare" type="462c0819:PsiDirectoryNode" />
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-            <path>
-              <item name="FixPatternMiner" type="b2602c69:ProjectViewProjectNode" />
-              <item name="fixminer_source" type="462c0819:PsiDirectoryNode" />
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-              <item name="java" type="462c0819:PsiDirectoryNode" />
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-              <item name="fixminer" type="462c0819:PsiDirectoryNode" />
-              <item name="jobs" type="462c0819:PsiDirectoryNode" />
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-            <path>
-              <item name="FixPatternMiner" type="b2602c69:ProjectViewProjectNode" />
-              <item name="fixminer_source" type="462c0819:PsiDirectoryNode" />
-              <item name="src" type="462c0819:PsiDirectoryNode" />
-              <item name="main" type="462c0819:PsiDirectoryNode" />
-              <item name="java" type="462c0819:PsiDirectoryNode" />
-              <item name="serval" type="462c0819:PsiDirectoryNode" />
-              <item name="utils" type="462c0819:PsiDirectoryNode" />
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-            <path>
-              <item name="FixPatternMiner" type="b2602c69:ProjectViewProjectNode" />
-              <item name="fixminer_source" type="462c0819:PsiDirectoryNode" />
-              <item name="target" type="462c0819:PsiDirectoryNode" />
-            </path>
-            <path>
-              <item name="FixPatternMiner" type="b2602c69:ProjectViewProjectNode" />
-              <item name="gumtree" type="462c0819:PsiDirectoryNode" />
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-            <path>
-              <item name="FixPatternMiner" type="b2602c69:ProjectViewProjectNode" />
-              <item name="gumtree" type="462c0819:PsiDirectoryNode" />
-              <item name="core" type="462c0819:PsiDirectoryNode" />
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-              <item name="FixPatternMiner" type="b2602c69:ProjectViewProjectNode" />
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-              <item name="core" type="462c0819:PsiDirectoryNode" />
-              <item name="src" type="462c0819:PsiDirectoryNode" />
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-              <item name="src" type="462c0819:PsiDirectoryNode" />
-              <item name="main" type="462c0819:PsiDirectoryNode" />
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-              <item name="FixPatternMiner" type="b2602c69:ProjectViewProjectNode" />
-              <item name="gumtree" type="462c0819:PsiDirectoryNode" />
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-              <item name="src" type="462c0819:PsiDirectoryNode" />
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-              <item name="FixPatternMiner" type="b2602c69:ProjectViewProjectNode" />
-              <item name="gumtree" type="462c0819:PsiDirectoryNode" />
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-              <item name="src" type="462c0819:PsiDirectoryNode" />
-              <item name="main" type="462c0819:PsiDirectoryNode" />
-              <item name="java" type="462c0819:PsiDirectoryNode" />
-              <item name="gumtreediff" type="462c0819:PsiDirectoryNode" />
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-            <path>
-              <item name="FixPatternMiner" type="b2602c69:ProjectViewProjectNode" />
-              <item name="gumtree" type="462c0819:PsiDirectoryNode" />
-              <item name="core" type="462c0819:PsiDirectoryNode" />
-              <item name="src" type="462c0819:PsiDirectoryNode" />
-              <item name="main" type="462c0819:PsiDirectoryNode" />
-              <item name="java" type="462c0819:PsiDirectoryNode" />
-              <item name="gumtreediff" type="462c0819:PsiDirectoryNode" />
-              <item name="tree" type="462c0819:PsiDirectoryNode" />
-            </path>
           </expand>
           <select />
         </subPane>
@@ -370,7 +321,8 @@
     </panes>
   </component>
   <component name="PropertiesComponent">
-    <property name="com.android.tools.idea.instantapp.provision.ProvisionBeforeRunTaskProvider.myTimeStamp" value="1551550295518" />
+    <property name="com.android.tools.idea.instantapp.provision.ProvisionBeforeRunTaskProvider.myTimeStamp" value="1553628066157" />
+    <property name="extract.method.default.visibility" value="private" />
     <property name="last_opened_file_path" value="$PROJECT_DIR$" />
     <property name="project.structure.last.edited" value="SDKs" />
     <property name="project.structure.proportion" value="0.15" />
@@ -379,6 +331,7 @@
   </component>
   <component name="RecentsManager">
     <key name="CopyClassDialog.RECENTS_KEY">
+      <recent name="edu.lu.uni.serval.fixminer.akka.ediff" />
       <recent name="edu.lu.uni.serval.fixminer.akka.compare" />
     </key>
     <key name="CopyFile.RECENT_KEYS">
@@ -414,7 +367,8 @@
     <configuration name="CompareTrees" type="Application" factoryName="Application" temporary="true" nameIsGenerated="true">
       <option name="MAIN_CLASS_NAME" value="edu.lu.uni.serval.fixminer.akka.compare.CompareTrees" />
       <module name="FixPatternMiner" />
-      <option name="VM_PARAMETERS" value="  -Djava.util.concurrent.ForkJoinPool.common.parallelism=64" />
+      <option name="PROGRAM_PARAMETERS" value="shape $PROJECT_DIR$/../enhancedASTDiff/python/data/redis ALLdumps-gumInput.rdb clusterl-gumInputALL.rdb 100 localhost" />
+      <option name="VM_PARAMETERS" value="-Xmx8096m " />
       <extension name="coverage">
         <pattern>
           <option name="PATTERN" value="edu.lu.uni.serval.fixminer.akka.compare.*" />
@@ -425,6 +379,19 @@
         <option name="Make" enabled="true" />
       </method>
     </configuration>
+    <configuration name="DocumentSimilarity" type="Application" factoryName="Application" temporary="true" nameIsGenerated="true">
+      <option name="MAIN_CLASS_NAME" value="edu.lu.uni.serval.fixminer.akka.DocumentSimilarity" />
+      <module name="FixPatternMiner" />
+      <extension name="coverage">
+        <pattern>
+          <option name="PATTERN" value="edu.lu.uni.serval.fixminer.akka.*" />
+          <option name="ENABLED" value="true" />
+        </pattern>
+      </extension>
+      <method v="2">
+        <option name="Make" enabled="true" />
+      </method>
+    </configuration>
     <configuration name="Launcher" type="Application" factoryName="Application" temporary="true" nameIsGenerated="true">
       <option name="MAIN_CLASS_NAME" value="edu.lu.uni.serval.fixminer.Launcher" />
       <module name="FixPatternMiner" />
@@ -468,14 +435,16 @@
     <list>
       <item itemvalue="Application.Launcher" />
       <item itemvalue="Application.CompareTrees" />
-      <item itemvalue="Maven.core [install]" />
       <item itemvalue="Application.ClusterToPattern" />
+      <item itemvalue="Application.DocumentSimilarity" />
+      <item itemvalue="Maven.core [install]" />
     </list>
     <recent_temporary>
       <list>
         <item itemvalue="Application.CompareTrees" />
-        <item itemvalue="Application.ClusterToPattern" />
         <item itemvalue="Application.Launcher" />
+        <item itemvalue="Application.ClusterToPattern" />
+        <item itemvalue="Application.DocumentSimilarity" />
       </list>
     </recent_temporary>
   </component>
@@ -493,25 +462,25 @@
     <servers />
   </component>
   <component name="ToolWindowManager">
-    <frame x="0" y="0" width="2560" height="1440" extended-state="0" />
+    <frame x="0" y="0" width="2560" height="1440" extended-state="6" />
     <editor active="true" />
     <layout>
-      <window_info content_ui="combo" id="Project" order="0" sideWeight="0.49945593" visible="true" weight="0.24861" />
+      <window_info active="true" content_ui="combo" id="Project" order="0" sideWeight="0.49839228" visible="true" weight="0.24861" />
       <window_info id="Image Layers" order="1" />
       <window_info id="Designer" order="2" />
       <window_info id="UI Designer" order="3" />
       <window_info id="Capture Tool" order="4" />
-      <window_info id="Favorites" order="5" side_tool="true" />
+      <window_info id="Favorites" order="5" sideWeight="0.5016077" side_tool="true" weight="0.24861" />
       <window_info anchor="bottom" id="Message" order="0" />
       <window_info anchor="bottom" id="Find" order="1" weight="0.329927" />
-      <window_info active="true" anchor="bottom" id="Run" order="2" visible="true" weight="0.32919708" />
+      <window_info anchor="bottom" id="Run" order="2" weight="0.32919708" />
       <window_info anchor="bottom" id="Debug" order="3" weight="0.26569343" />
       <window_info anchor="bottom" id="Cvs" order="4" weight="0.25" />
       <window_info anchor="bottom" id="Inspection" order="5" weight="0.4" />
       <window_info anchor="bottom" id="TODO" order="6" />
-      <window_info anchor="bottom" id="Terminal" order="7" weight="0.3189781" />
+      <window_info anchor="bottom" id="Terminal" order="7" visible="true" weight="0.3189781" />
       <window_info anchor="bottom" id="Event Log" order="8" side_tool="true" />
-      <window_info anchor="bottom" id="Version Control" order="9" />
+      <window_info anchor="bottom" id="Version Control" order="9" weight="0.329927" />
       <window_info anchor="bottom" id="Messages" order="10" weight="0.32919708" />
       <window_info anchor="right" id="Commander" internal_type="SLIDING" order="0" type="SLIDING" weight="0.4" />
       <window_info anchor="right" id="Ant Build" order="1" weight="0.25" />
@@ -519,10 +488,48 @@
       <window_info anchor="right" id="Palette" order="3" />
       <window_info anchor="right" id="Capture Analysis" order="4" />
       <window_info anchor="right" id="Theme Preview" order="5" />
-      <window_info anchor="right" id="Maven" order="6" weight="0.32327244" />
+      <window_info anchor="right" id="Maven" order="6" visible="true" weight="0.32327244" />
       <window_info anchor="right" id="Palette&#9;" order="7" />
-      <window_info anchor="right" id="Structure" order="8" sideWeight="0.5005441" visible="true" weight="0.2466243" />
+      <window_info anchor="right" id="Structure" order="8" sideWeight="0.5005441" weight="0.2466243" />
     </layout>
+    <layout-to-restore>
+      <window_info content_ui="combo" id="Project" order="0" sideWeight="0.49839228" visible="true" weight="0.24861" />
+      <window_info id="Image Layers" order="1" />
+      <window_info id="Designer" order="2" />
+      <window_info id="UI Designer" order="3" />
+      <window_info id="Capture Tool" order="4" />
+      <window_info id="Favorites" order="5" sideWeight="0.5016077" side_tool="true" visible="true" weight="0.24861" />
+      <window_info anchor="bottom" id="Message" order="0" />
+      <window_info anchor="bottom" id="Find" order="1" weight="0.329927" />
+      <window_info anchor="bottom" id="Run" order="2" weight="0.32919708" />
+      <window_info anchor="bottom" id="Debug" order="3" weight="0.26569343" />
+      <window_info anchor="bottom" id="Cvs" order="4" weight="0.25" />
+      <window_info anchor="bottom" id="Inspection" order="5" weight="0.4" />
+      <window_info anchor="bottom" id="TODO" order="6" />
+      <window_info active="true" anchor="bottom" id="Terminal" order="7" visible="true" weight="0.3189781" />
+      <window_info anchor="bottom" id="Event Log" order="8" side_tool="true" />
+      <window_info anchor="bottom" id="Version Control" order="9" weight="0.329927" />
+      <window_info anchor="bottom" id="Messages" order="10" weight="0.32919708" />
+      <window_info anchor="right" id="Commander" internal_type="SLIDING" order="0" type="SLIDING" weight="0.4" />
+      <window_info anchor="right" id="Ant Build" order="1" weight="0.25" />
+      <window_info anchor="right" content_ui="combo" id="Hierarchy" order="2" weight="0.25" />
+      <window_info anchor="right" id="Palette" order="3" />
+      <window_info anchor="right" id="Capture Analysis" order="4" />
+      <window_info anchor="right" id="Theme Preview" order="5" />
+      <window_info anchor="right" id="Maven" order="6" visible="true" weight="0.32327244" />
+      <window_info anchor="right" id="Palette&#9;" order="7" />
+      <window_info anchor="right" id="Structure" order="8" sideWeight="0.5005441" weight="0.2466243" />
+    </layout-to-restore>
+  </component>
+  <component name="Vcs.Log.History.Properties">
+    <option name="COLUMN_ORDER">
+      <list>
+        <option value="0" />
+        <option value="2" />
+        <option value="3" />
+        <option value="1" />
+      </list>
+    </option>
   </component>
   <component name="XDebuggerManager">
     <breakpoint-manager>
@@ -565,19 +572,19 @@
         </line-breakpoint>
         <line-breakpoint enabled="true" type="java-line">
           <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffHunkParser.java</url>
-          <line>27</line>
+          <line>31</line>
           <properties />
           <option name="timeStamp" value="21" />
         </line-breakpoint>
         <line-breakpoint enabled="true" type="java-line">
           <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffHunkParser.java</url>
-          <line>79</line>
+          <line>84</line>
           <properties />
           <option name="timeStamp" value="22" />
         </line-breakpoint>
         <line-breakpoint enabled="true" type="java-line">
           <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffHunkParser.java</url>
-          <line>77</line>
+          <line>82</line>
           <properties />
           <option name="timeStamp" value="23" />
         </line-breakpoint>
@@ -641,12 +648,6 @@
           <properties />
           <option name="timeStamp" value="42" />
         </line-breakpoint>
-        <line-breakpoint enabled="true" type="java-line">
-          <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/AkkaTreeParser.java</url>
-          <line>84</line>
-          <properties />
-          <option name="timeStamp" value="43" />
-        </line-breakpoint>
         <line-breakpoint enabled="true" type="java-line">
           <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/AkkaTreeParser.java</url>
           <line>23</line>
@@ -697,105 +698,266 @@
         </line-breakpoint>
         <line-breakpoint enabled="true" type="java-line">
           <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/CompareTrees.java</url>
-          <line>61</line>
+          <line>119</line>
           <properties />
           <option name="timeStamp" value="63" />
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         <line-breakpoint enabled="true" type="java-line">
           <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/ClusterToPattern.java</url>
-          <line>28</line>
+          <line>11</line>
           <properties />
           <option name="timeStamp" value="64" />
         </line-breakpoint>
         <line-breakpoint enabled="true" type="java-line">
           <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/ClusterToPattern.java</url>
-          <line>35</line>
+          <line>18</line>
           <properties />
           <option name="timeStamp" value="65" />
         </line-breakpoint>
         <line-breakpoint enabled="true" type="java-line">
           <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/ClusterToPattern.java</url>
-          <line>41</line>
+          <line>22</line>
           <properties />
-          <option name="timeStamp" value="66" />
+          <option name="timeStamp" value="78" />
         </line-breakpoint>
         <line-breakpoint enabled="true" type="java-line">
           <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/ClusterToPattern.java</url>
-          <line>56</line>
+          <line>50</line>
           <properties />
-          <option name="timeStamp" value="67" />
+          <option name="timeStamp" value="80" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
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+          <line>89</line>
+          <properties />
+          <option name="timeStamp" value="81" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
+          <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/ClusterToPattern.java</url>
+          <line>59</line>
+          <properties />
+          <option name="timeStamp" value="82" />
         </line-breakpoint>
         <line-breakpoint enabled="true" type="java-line">
           <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/CompareTrees.java</url>
-          <line>98</line>
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           <properties />
-          <option name="timeStamp" value="73" />
+          <option name="timeStamp" value="88" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
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+          <line>75</line>
+          <properties />
+          <option name="timeStamp" value="95" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
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         </line-breakpoint>
         <line-breakpoint enabled="true" type="java-line">
           <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/CompareTrees.java</url>
-          <line>141</line>
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           <properties />
-          <option name="timeStamp" value="75" />
+          <option name="timeStamp" value="103" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
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+          <line>426</line>
+          <properties />
+          <option name="timeStamp" value="116" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
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+          <line>177</line>
+          <properties />
+          <option name="timeStamp" value="117" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
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+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
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+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
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+          <line>353</line>
+          <properties />
+          <option name="timeStamp" value="120" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
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+          <line>337</line>
+          <properties />
+          <option name="timeStamp" value="122" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
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+          <line>214</line>
+          <properties />
+          <option name="timeStamp" value="124" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
+          <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/MultiThreadTreeLoaderCluster3.java</url>
+          <line>309</line>
+          <properties />
+          <option name="timeStamp" value="125" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
+          <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/MultiThreadTreeLoaderCluster3.java</url>
+          <line>331</line>
+          <properties />
+          <option name="timeStamp" value="126" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
+          <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/MultiThreadTreeLoaderCluster3.java</url>
+          <line>347</line>
+          <properties />
+          <option name="timeStamp" value="127" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
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+          <line>80</line>
+          <properties />
+          <option name="timeStamp" value="129" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
+          <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/ClusterToPattern.java</url>
+          <line>87</line>
+          <properties />
+          <option name="timeStamp" value="130" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
+          <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/ClusterToPattern.java</url>
+          <line>27</line>
+          <properties />
+          <option name="timeStamp" value="131" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
+          <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/ClusterToPattern.java</url>
+          <line>36</line>
+          <properties />
+          <option name="timeStamp" value="133" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
+          <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/ClusterToPattern.java</url>
+          <line>76</line>
+          <properties />
+          <option name="timeStamp" value="134" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
+          <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/EDiffHelper.java</url>
+          <line>646</line>
+          <properties />
+          <option name="timeStamp" value="143" />
         </line-breakpoint>
         <line-breakpoint enabled="true" type="java-line">
           <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/CompareTrees.java</url>
-          <line>114</line>
+          <line>204</line>
           <properties />
-          <option name="timeStamp" value="76" />
+          <option name="timeStamp" value="157" />
         </line-breakpoint>
         <line-breakpoint enabled="true" type="java-line">
           <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/CompareTrees.java</url>
-          <line>146</line>
+          <line>170</line>
           <properties />
-          <option name="timeStamp" value="77" />
+          <option name="timeStamp" value="158" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
+          <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/CompareTrees.java</url>
+          <line>198</line>
+          <properties />
+          <option name="timeStamp" value="159" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
+          <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/CompareTrees.java</url>
+          <line>233</line>
+          <properties />
+          <option name="timeStamp" value="160" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
+          <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/CompareTrees.java</url>
+          <line>74</line>
+          <properties />
+          <option name="timeStamp" value="161" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
+          <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/AkkaTreeParser.java</url>
+          <line>92</line>
+          <properties />
+          <option name="timeStamp" value="162" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="java-line">
+          <url>file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/CompareTrees.java</url>
+          <line>62</line>
+          <properties />
+          <option name="timeStamp" value="163" />
         </line-breakpoint>
       </breakpoints>
     </breakpoint-manager>
+    <watches-manager>
+      <configuration name="Application">
+        <watch expression="allActionSets" />
+      </configuration>
+    </watches-manager>
   </component>
   <component name="debuggerHistoryManager">
     <expressions id="evaluateCodeFragment">
       <expression>
-        <expression-string>folder.getParent()</expression-string>
+        <expression-string>load.getAnyRef(&quot;max-pool-size-max&quot;)</expression-string>
         <language-id>JAVA</language-id>
         <evaluation-mode>CODE_FRAGMENT</evaluation-mode>
       </expression>
       <expression>
-        <expression-string>shape.getParent()</expression-string>
+        <expression-string>load.getConfig()</expression-string>
         <language-id>JAVA</language-id>
         <evaluation-mode>CODE_FRAGMENT</evaluation-mode>
       </expression>
       <expression>
-        <expression-string>cluster.getName()</expression-string>
+        <expression-string>load.getConfig(&quot;SimpleConfigObject&quot;)</expression-string>
         <language-id>JAVA</language-id>
         <evaluation-mode>CODE_FRAGMENT</evaluation-mode>
       </expression>
       <expression>
-        <expression-string>shape.getPath()</expression-string>
+        <expression-string>keyName.split(&quot;-&quot;)</expression-string>
         <language-id>JAVA</language-id>
         <evaluation-mode>CODE_FRAGMENT</evaluation-mode>
       </expression>
       <expression>
-        <expression-string>cluster.getPath()</expression-string>
+        <expression-string>Matcher m = Matchers.getInstance().getMatcher(oldTree, newTree);
+m.match();
+
+
+ActionGenerator ag = new ActionGenerator(oldTree, newTree, m.getMappings());
+ag.generate();
+List&lt;Action&gt; actions = ag.getActions();</expression-string>
         <language-id>JAVA</language-id>
         <evaluation-mode>CODE_FRAGMENT</evaluation-mode>
       </expression>
       <expression>
-        <expression-string>actionSet.toString()</expression-string>
+        <expression-string>m.match()</expression-string>
         <language-id>JAVA</language-id>
         <evaluation-mode>CODE_FRAGMENT</evaluation-mode>
       </expression>
       <expression>
-        <expression-string>file.getName()</expression-string>
+        <expression-string>Matcher m = Matchers.getInstance().getMatcher(oldTree, newTree);</expression-string>
         <language-id>JAVA</language-id>
         <evaluation-mode>CODE_FRAGMENT</evaluation-mode>
       </expression>
       <expression>
-        <expression-string>file.</expression-string>
+        <expression-string>m.match();</expression-string>
         <language-id>JAVA</language-id>
         <evaluation-mode>CODE_FRAGMENT</evaluation-mode>
       </expression>
       <expression>
-        <expression-string>inner.get(prefix+&quot;-&quot;+firstValue);</expression-string>
+        <expression-string>String.join(&quot; &quot;,res);</expression-string>
         <language-id>JAVA</language-id>
         <evaluation-mode>CODE_FRAGMENT</evaluation-mode>
       </expression>
@@ -814,315 +976,432 @@
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-    <entry file="file://$PROJECT_DIR$/../gumtree/gen.jdt/src/main/java/edu/lu/uni/serval/gumtree/GumTreeComparer.java">
+    <entry file="file://$PROJECT_DIR$/../gumtree/core/src/main/java/com/github/gumtreediff/tree/TreeContext.java">
       <provider selected="true" editor-type-id="text-editor">
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+        <state relative-caret-position="45">
+          <caret line="86" selection-start-line="86" selection-end-line="86" />
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       </provider>
     </entry>
-    <entry file="file://$PROJECT_DIR$/../gumtree/core/src/main/java/com/github/gumtreediff/actions/ActionGenerator.java">
+    <entry file="jar:///Library/Java/JavaVirtualMachines/jdk1.8.0_181.jdk/Contents/Home/src.zip!/java/util/concurrent/ForkJoinPool.java">
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+    <entry file="file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffMessage.java">
       <provider selected="true" editor-type-id="text-editor">
         <state relative-caret-position="405">
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         </state>
       </provider>
     </entry>
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-    <entry file="file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffActor.java">
+    <entry file="file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/MessageFile.java">
       <provider selected="true" editor-type-id="text-editor">
         <state relative-caret-position="60">
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       </provider>
     </entry>
-    <entry file="file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffParser.java">
+    <entry file="file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffWorker.java">
       <provider selected="true" editor-type-id="text-editor">
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+      </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/TreeLoaderClusterL1.java">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="-767">
+          <caret line="20" column="13" selection-start-line="20" selection-start-column="13" selection-end-line="20" selection-end-column="13" />
+        </state>
+      </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/AkkaTreeLoader.java">
+      <provider selected="true" editor-type-id="text-editor">
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+        </state>
+      </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/Compare.java">
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+        <state relative-caret-position="495">
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+        </state>
+      </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/ImportPairs2DB.java">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="-182">
+          <caret line="16" column="13" selection-start-line="16" selection-start-column="13" selection-end-line="16" selection-end-column="13" />
           <folding>
             <element signature="imports" expanded="true" />
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         </state>
       </provider>
     </entry>
-    <entry file="file://$PROJECT_DIR$/../simple-utils/src/main/java/edu/lu/uni/serval/utils/FileHelper.java">
+    <entry file="file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/jobs/MultiThreadTreeLoaderCluster.java">
       <provider selected="true" editor-type-id="text-editor">
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-      <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="480">
-          <caret line="32" selection-start-line="32" selection-end-line="32" />
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           <folding>
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+            <element signature="imports" expanded="true" />
+          </folding>
+        </state>
+      </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/../gumtree/core/src/main/java/com/github/gumtreediff/tree/AbstractTree.java">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="630">
+          <caret line="69" selection-start-line="69" selection-end-line="69" />
+        </state>
+      </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/myfile.txt">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="437">
+          <caret line="308" column="32" lean-forward="true" selection-start-line="308" selection-start-column="32" selection-end-line="308" selection-end-column="32" />
+        </state>
+      </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/utils/ClusterToPattern.java">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="422">
+          <caret line="75" lean-forward="true" selection-start-line="75" selection-end-line="75" />
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+      </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/HierarchicalActionSet.java">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="-890">
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diff --git a/FixPatternMiner.iml b/FixPatternMiner.iml
index 82122fc..ccef92c 100644
--- a/FixPatternMiner.iml
+++ b/FixPatternMiner.iml
@@ -51,5 +51,11 @@
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     <orderEntry type="library" name="Maven: com.rabbitmq:amqp-client:4.0.0" level="project" />
+    <orderEntry type="library" name="Maven: org.apache.lucene:lucene-core:4.8.0" level="project" />
+    <orderEntry type="library" name="Maven: org.apache.lucene:lucene-analyzers-common:4.8.0" level="project" />
+    <orderEntry type="library" name="Maven: org.apache.commons:commons-math3:3.6.1" level="project" />
+    <orderEntry type="library" name="Maven: com.thoughtworks.xstream:xstream:1.3.1" level="project" />
+    <orderEntry type="library" name="Maven: xpp3:xpp3_min:1.1.4c" level="project" />
+    <orderEntry type="library" name="Maven: commons-io:commons-io:2.4" level="project" />
   </component>
 </module>
\ No newline at end of file
diff --git a/myfile.txt b/myfile.txt
new file mode 100644
index 0000000..94e7a77
--- /dev/null
+++ b/myfile.txt
@@ -0,0 +1,574 @@
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+[(60@@[(39@@)][(59@@[(42@@)][(32@@[(22@@)][(42@@)])])])]
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+[(55@@)]
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+[(41@@)]
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+[(51@@[(42@@)][(21@@[(32@@[(42@@)][(42@@[(42@@)])])])])]
+[(51@@[(25@@)][(22@@[(52@@)][(42@@)])][(41@@)])]
+[(51@@)]
+[(51@@[(22@@[(52@@)][(42@@)])])]
+[(51@@[(21@@)][(52@@)])]
+[(51@@[(42@@)])]
+[(51@@[(21@@)][(22@@[(52@@)][(42@@)])])]
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+[(25@@[(27@@[(42@@)])][(21@@[(7@@[(42@@)])])])]
+[(25@@[(22@@)][(25@@[(22@@)][(21@@[(7@@[(22@@[(42@@)])][(9@@)][(40@@[(42@@)][(42@@)])])])][(27@@[(22@@[(52@@)][(42@@)])][(-1@@)][(40@@[(42@@)][(42@@)])])])][(27@@[(22@@[(52@@)][(42@@)])][(-1@@)][(40@@[(42@@)][(42@@)])])])]
+[(25@@[(32@@[(42@@)][(32@@[(42@@)][(40@@[(40@@[(42@@)][(42@@)])][(42@@)])])][(42@@[(45@@)])])][(53@@[(14@@[(-2@@)][(43@@)][(45@@)])])])]
+[(25@@)]
+[(25@@[(21@@)][(38@@[(-1@@)][(32@@[(42@@)][(42@@[(40@@[(42@@)][(42@@)])])])])])]
+[(25@@[(42@@)][(21@@[(7@@[(42@@)][(-1@@)][(9@@)])])][(21@@[(7@@[(42@@)][(-1@@)][(38@@[(-1@@)][(32@@[(42@@)][(42@@[(32@@[(42@@)][(42@@)])])])])])])])]
+[(25@@[(27@@[(32@@[(42@@)][(42@@)][(42@@[(42@@)])])])][(25@@[(27@@[(27@@[(27@@[(2@@[(32@@[(42@@)][(32@@)][(32@@[(42@@)])])])])])][(27@@[(27@@[(2@@)][(2@@[(32@@[(42@@)][(32@@)][(32@@[(42@@)])])])])])])])])]
+[(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(51@@[(25@@)][(52@@)])])]
+[(25@@[(38@@[(-1@@)][(32@@[(42@@)][(42@@[(32@@[(42@@)][(42@@)])])])])][(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(42@@)])][(14@@[(-2@@)][(74@@[(43@@)][(43@@)])])])])])])]
+[(25@@[(25@@)][(27@@[(27@@[(42@@)][(-1@@)][(34@@)])][(-1@@)][(27@@[(42@@)][(-1@@)][(27@@[(42@@)][(-1@@)][(34@@)])])])][(21@@[(32@@[(42@@)][(42@@[(45@@)])])])][(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(42@@[(42@@)][(34@@)])])])])])][(21@@[(32@@[(42@@)][(42@@[(13@@)])])])][(21@@[(37@@[(42@@)][(-1@@)])])])]
+[(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(60@@[(74@@[(43@@)][(74@@[(43@@)][(76@@)])])][(59@@[(42@@)][(14@@[(-2@@)][(74@@[(43@@)][(74@@[(43@@)][(76@@)])])])])])][(61@@[(38@@[(-1@@)][(32@@[(42@@)][(42@@)])])][(21@@[(7@@[(42@@)][(-1@@)][(32@@)])])])])]
+[(25@@[(60@@)][(21@@)][(27@@[(27@@[(42@@)][(-1@@)][(33@@)])][(-1@@)][(27@@[(42@@)][(-1@@)][(33@@)])])][(21@@[(7@@[(11@@)][(42@@)][(-1@@)])])][(60@@[(43@@)][(59@@[(42@@)][(32@@[(42@@)][(42@@[(57@@)])])])])][(21@@[(7@@[(42@@)][(-1@@)][(11@@[(74@@[(43@@)][(43@@)])][(32@@[(42@@)][(42@@)])])])])])]
+[(25@@[(27@@[(27@@[(42@@)][(-1@@)][(42@@)])][(-1@@)][(34@@)])][(24@@[(58@@[(39@@)][(59@@[(42@@)][(34@@)])])][(27@@[(36@@[(27@@[(42@@)][(-1@@)][(34@@)])])][(-1@@)][(36@@[(27@@[(27@@[(42@@)][(-1@@)][(42@@)])][(-1@@)][(34@@)])])])][(38@@[(-1@@)][(42@@)])][(21@@[(7@@)])][(21@@[(32@@[(42@@)][(42@@[(42@@)])])])][(21@@[(7@@)])])][(25@@[(27@@[(27@@[(42@@)][(-1@@)][(42@@)])][(-1@@)][(34@@)])][(53@@[(32@@[(42@@)][(42@@[(33@@)])])])])][(60@@)])]
+[(25@@[(27@@[(42@@)][(-1@@)][(34@@)])][(25@@[(27@@[(27@@[(40@@[(42@@)][(42@@)])][(-1@@)][(34@@)])][(-1@@)][(22@@[(52@@)][(42@@)])])][(53@@[(14@@[(-2@@)][(43@@)])])])][(21@@[(37@@[(22@@[(52@@)][(42@@)])][(-1@@)])])][(21@@[(7@@[(22@@[(52@@)][(42@@)])][(-1@@)][(2@@[(22@@[(52@@)][(42@@)])][(22@@[(52@@)][(42@@)])])])])][(41@@[(32@@[(22@@[(52@@)][(42@@)])][(42@@)])])])]
+[(25@@[(27@@[(32@@[(42@@)][(42@@)][(42@@[(42@@)])])])][(25@@[(27@@[(27@@[(27@@[(32@@[(42@@)][(32@@)][(32@@[(42@@)])])])])][(27@@[(27@@[(32@@[(42@@)][(32@@)][(32@@[(42@@)])])][(2@@)])])])])])]
+[(25@@[(38@@[(-1@@)][(32@@[(42@@)][(42@@[(27@@[(40@@[(42@@)][(42@@)])][(-1@@)][(42@@)])])])])][(21@@[(32@@[(42@@)][(42@@[(42@@)][(27@@[(40@@[(42@@)][(42@@)])][(-1@@)][(42@@)])])])])])]
+[(25@@[(27@@[(-1@@)])][(41@@)])]
+[(25@@[(27@@[(42@@)][(-1@@)][(32@@[(42@@)][(42@@)])])][(53@@[(14@@[(-2@@)][(43@@)][(27@@[(42@@)][(-1@@)][(45@@)])])])])]
+[(25@@[(42@@)][(41@@)])]
+[(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(21@@[(32@@[(42@@)][(42@@[(45@@)])])])][(41@@[(9@@)])])]
+[(25@@[(21@@)])]
+[(25@@[(27@@[(32@@[(42@@)][(42@@)])][(-1@@)][(34@@)])][(21@@[(32@@[(42@@[(42@@)][(42@@)][(42@@)])])])])]
+[(25@@[(27@@[(27@@[(-1@@)])][(-1@@)])])]
+[(25@@[(42@@)][(21@@[(32@@[(42@@)][(42@@[(27@@[(45@@)][(-1@@)][(42@@)][(45@@)][(32@@[(42@@)][(42@@)])])])])])])]
+[(25@@[(21@@)][(42@@)][(60@@[(74@@[(43@@)][(76@@)])][(59@@[(42@@)][(14@@[(-2@@)][(74@@[(43@@)][(43@@)])])])])][(21@@[(32@@[(42@@)][(42@@[(42@@)][(42@@)][(42@@)][(42@@)])])])])]
+[(25@@[(32@@[(42@@)][(32@@)][(42@@[(45@@)])])][(21@@[(32@@[(32@@)][(42@@[(27@@[(45@@)][(-1@@)][(32@@[(42@@)][(42@@)])][(45@@)][(32@@[(42@@)][(42@@)])][(45@@)][(32@@[(42@@)][(42@@)])])])])])][(18@@)])]
+[(24@@[(58@@[(39@@)][(59@@[(42@@)][(34@@)])])][(27@@[(42@@)][(-1@@)][(42@@)])][(37@@[(42@@)][(-1@@)])][(21@@[(7@@[(42@@)][(-1@@)][(27@@[(11@@[(39@@)][(36@@[(27@@[(-1@@)][(27@@[(42@@)][(-1@@)][(42@@)])][(42@@)])])])][(-1@@)][(11@@[(39@@)][(42@@)])])])])])]
+[(24@@[(58@@[(39@@)][(59@@[(42@@)][(34@@)])])][(27@@[(42@@)][(-1@@)][(32@@)])][(37@@[(42@@)][(-1@@)])][(25@@[(38@@[(-1@@)][(32@@[(32@@[(42@@)])][(42@@)])])][(21@@[(7@@[(42@@)][(-1@@)][(34@@)])])][(41@@[(9@@)])])])]
+[(24@@[(58@@[(39@@)][(59@@[(42@@)][(34@@)])])][(27@@[(42@@)][(-1@@)][(40@@[(42@@)][(42@@)])])][(38@@[(-1@@)][(42@@)])][(21@@[(7@@[(42@@)][(-1@@)][(32@@[(42@@)][(42@@[(42@@)][(2@@[(42@@)][(42@@)])][(2@@[(42@@)][(42@@)])])])])])])]
+[(24@@[(58@@[(39@@)][(59@@[(42@@)][(34@@)])])][(27@@[(42@@)][(-1@@)][(40@@[(42@@)][(42@@)])])][(37@@[(42@@)][(-1@@)])][(21@@)])]
+[(24@@)]
+[(24@@[(58@@[(39@@)][(59@@[(42@@)][(34@@)])])][(27@@[(42@@)][(-1@@)][(40@@[(42@@)][(42@@)])])][(37@@[(42@@)][(-1@@)])][(21@@[(7@@[(2@@[(42@@)][(42@@)])][(-1@@)][(2@@[(42@@)][(42@@)])])])])]
+[(24@@[(32@@[(42@@)][(42@@)])])]
+[(24@@[(58@@[(39@@)][(59@@[(42@@)][(34@@)])])][(27@@[(42@@)][(-1@@)][(42@@)])][(37@@[(42@@)][(-1@@)])][(21@@[(32@@)])])]
+[(24@@[(27@@[(42@@)])])]
+[(24@@[(58@@[(39@@)][(59@@[(42@@)][(34@@)])])][(27@@[(42@@)][(-1@@)][(32@@)])][(37@@[(42@@)][(-1@@)])][(25@@[(38@@[(-1@@)][(32@@[(32@@[(42@@)])][(42@@)])])][(41@@[(9@@)])])])]
+[(61@@[(32@@[(42@@)][(42@@[(45@@)])])][(21@@[(7@@[(42@@)][(-1@@)][(32@@[(42@@)][(42@@[(45@@)][(45@@)])])])])][(21@@[(37@@[(42@@)][(-1@@)])])])]
+[(61@@[(27@@[(32@@[(42@@)][(42@@[(34@@)])])][(-1@@)][(13@@)])][(21@@[(7@@[(42@@)][(-1@@)][(32@@[(42@@)][(42@@[(34@@)])])])])])]
+[(61@@[(27@@[(36@@[(7@@[(32@@[(42@@)])])])])])]
+[(61@@[(27@@[(32@@[(42@@)][(42@@)])][(-1@@)][(34@@)])][(21@@)][(21@@[(7@@[(42@@)][(-1@@)][(32@@[(42@@)][(32@@)][(42@@[(34@@)])])])])])]
+[(61@@)]
+[(61@@[(32@@[(42@@)])][(21@@[(32@@[(42@@[(32@@[(42@@)])])])])])]
+[(61@@[(27@@[(27@@[(42@@)])])])]
+[(61@@[(27@@[(-1@@)])])]
+[(61@@[(21@@)][(32@@[(42@@)][(42@@)])][(60@@[(43@@)][(59@@[(42@@)][(32@@[(42@@)][(42@@)])])])])]
+[(61@@[(32@@)])]
+[(61@@[(27@@[(42@@)][(-1@@)][(42@@)])][(21@@[(7@@[(42@@)][(-1@@)][(42@@)])])][(21@@[(38@@[(-1@@)][(42@@)])])])]
+[(70@@[(44@@[(43@@)][(42@@)][(74@@[(43@@)][(43@@)][(74@@[(43@@)][(43@@)][(43@@)])])])][(32@@[(42@@)])][(60@@[(43@@)][(59@@[(42@@)][(32@@[(42@@)][(42@@)])])])])]
+[(70@@[(44@@[(43@@)][(42@@)])][(32@@[(42@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(42@@)])][(42@@)])])])])])])]
+[(70@@[(44@@[(43@@)][(42@@)])][(42@@)][(60@@[(74@@[(43@@)][(43@@)])][(59@@[(42@@)][(32@@[(42@@)][(42@@[(42@@)])])])])][(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(42@@)])])])])])])]
+[(70@@[(21@@)][(44@@[(83@@)][(43@@)][(42@@)])][(32@@[(42@@)][(42@@)])])]
+[(70@@[(44@@[(43@@)][(42@@)])][(42@@)][(21@@[(32@@)])])]
+[(70@@[(44@@[(42@@)])][(25@@[(27@@[(38@@[(32@@[(42@@[(42@@)])])])][(32@@[(42@@[(42@@)])])])][(21@@[(32@@[(42@@[(42@@)])])])])])]
+[(70@@[(44@@[(43@@)][(42@@)])][(42@@)][(21@@)])]
+[(70@@)]
+[(70@@[(44@@[(43@@)][(42@@)])][(42@@)][(21@@[(32@@[(42@@)][(42@@[(42@@)])])])])]
+[(70@@[(32@@[(42@@)][(42@@)])])]
+[(70@@[(44@@[(43@@)])])]
+[(70@@[(44@@[(83@@)][(43@@)][(42@@)])][(42@@)][(21@@[(32@@[(42@@)][(42@@[(42@@)][(42@@)])])])])]
+[(70@@[(42@@)])]
+[(70@@[(44@@[(43@@)][(42@@)])][(42@@)][(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(42@@)])][(42@@)])])])])]
+[(70@@[(32@@[(42@@)][(42@@)])][(42@@)])]
+[(70@@[(44@@[(43@@)][(42@@)])][(32@@[(42@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(42@@)])])])])])]
+[(10@@)]
+[(17@@)]
+[(17@@[(42@@)][(42@@)][(33@@)])]
+[(17@@[(36@@[(16@@[(27@@[(42@@)][(-1@@)][(33@@)])][(32@@[(42@@)][(42@@)])][(45@@)])])][(45@@)])]
+[(17@@[(42@@)])]
+[(17@@[(33@@)][(33@@)][(40@@[(40@@[(42@@)][(42@@)])][(42@@)])][(40@@[(40@@[(42@@)][(42@@)])][(42@@)])])]
+[(71@@[(83@@)][(42@@)][(72@@[(42@@)])][(72@@[(42@@)])][(72@@[(42@@)])])]
+[(71@@[(83@@)])]
+[(18@@)]
+[(31@@[(83@@)][(39@@)][(42@@)][(44@@[(43@@)][(42@@)])][(44@@[(43@@)][(42@@)])][(44@@[(39@@)][(42@@)])][(44@@[(39@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(42@@)][(27@@[(38@@[(-1@@)][(34@@)])][(-1@@)][(42@@)])])])])][(60@@[(39@@)][(59@@[(42@@)][(32@@[(42@@)][(42@@[(42@@)])])])])][(60@@[(39@@)][(59@@[(42@@)][(32@@[(42@@)][(42@@[(42@@)])])])])][(25@@[(27@@[(42@@)][(-1@@)][(42@@)])][(60@@[(39@@)][(59@@[(42@@)][(27@@[(42@@)][(-1@@)][(42@@)])])])][(21@@[(32@@[(42@@)][(42@@[(42@@)][(42@@)])])])][(41@@[(42@@)])][(41@@[(34@@)])])])]
+[(31@@[(83@@)][(39@@)][(42@@)][(44@@[(43@@)][(42@@)])][(25@@[(27@@[(42@@)][(-1@@)][(52@@)])][(41@@[(9@@)])])][(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(41@@[(9@@)])])][(25@@[(38@@[(-1@@)][(48@@[(42@@)][(42@@)])])][(41@@[(9@@)])])][(25@@[(32@@[(42@@)][(42@@[(32@@)][(32@@[(42@@)][(42@@)])])])][(41@@[(9@@)])])][(60@@[(43@@)][(59@@[(42@@)][(11@@[(43@@)][(42@@)])])])][(25@@[(32@@[(42@@)][(42@@[(42@@)][(40@@[(42@@)][(42@@)])])])][(41@@[(9@@)])])][(25@@[(32@@[(42@@)][(42@@[(42@@)][(40@@[(42@@)][(42@@)])])])][(41@@[(9@@)])])][(41@@[(9@@)])])]
+[(31@@[(83@@)][(43@@)][(42@@)][(44@@[(43@@)][(42@@)])][(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(41@@[(33@@)])])][(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(32@@[(32@@[(42@@)][(42@@)])])][(32@@[(34@@)][(40@@[(42@@)][(42@@)])])][(42@@)])])])])][(41@@[(42@@)])])]
+[(31@@[(44@@[(42@@)])][(60@@[(74@@[(43@@)][(43@@)])][(59@@[(42@@)][(14@@[(-2@@)][(74@@[(43@@)][(43@@)])])])])][(21@@[(32@@[(42@@[(42@@)])])])][(60@@[(74@@[(43@@)][(5@@[(43@@)])])][(59@@[(42@@)][(32@@[(42@@)])])])][(25@@[(38@@[(-1@@)][(32@@[(42@@)][(42@@)])])][(70@@[(44@@[(5@@[(43@@)])][(42@@)])][(42@@)][(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@[(2@@[(42@@)][(34@@)])])])])])])])])][(41@@[(32@@)][(42@@)])])]
+[(31@@[(83@@)][(39@@)][(42@@)][(44@@[(43@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(42@@)][(45@@)])])])][(21@@[(7@@[(22@@[(52@@)][(42@@)])][(-1@@)][(42@@)])])])]
+[(31@@[(83@@)][(42@@)][(44@@[(43@@)][(42@@)])][(46@@[(42@@)][(42@@)])][(21@@[(32@@[(42@@[(14@@[(40@@[(42@@)][(42@@)])])])])])][(21@@[(32@@)])])]
+[(31@@[(83@@)][(43@@)][(42@@)][(44@@[(43@@)][(42@@)])][(60@@[(43@@)][(59@@[(42@@)][(33@@)])])][(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(21@@[(7@@[(42@@)][(-1@@)][(14@@[(-2@@)][(43@@)][(42@@)])])])])][(41@@[(42@@)])])]
+[(31@@[(83@@)][(39@@)][(42@@)][(41@@[(27@@[(42@@)][(-1@@)][(42@@)])])])]
+[(31@@[(44@@[(43@@)][(42@@)])][(21@@[(7@@[(22@@[(52@@)][(42@@)])][(-1@@)][(42@@)])])])]
+[(31@@[(83@@)][(39@@)][(42@@)][(44@@[(39@@)][(42@@)])])]
+[(31@@[(83@@)][(83@@)][(39@@)][(42@@)][(44@@[(39@@)][(42@@)])][(44@@[(39@@)][(42@@)])][(41@@[(36@@[(16@@[(27@@[(42@@)][(-1@@)][(42@@)])][(38@@[(-1@@)][(34@@)])][(36@@[(16@@[(27@@[(42@@)][(-1@@)][(42@@)])][(34@@)][(34@@)])])])])])])]
+[(31@@[(83@@)][(39@@)][(42@@)][(44@@[(74@@[(43@@)][(43@@)])][(42@@)])][(21@@[(7@@[(22@@[(52@@)][(42@@)])][(-1@@)][(42@@)])])])]
+[(31@@[(83@@)][(43@@)][(42@@)][(44@@[(43@@)][(42@@)])][(54@@[(60@@[(74@@[(43@@)][(76@@)])][(59@@[(42@@)][(11@@[(74@@[(43@@)][(76@@)])][(32@@[(42@@)][(42@@[(42@@)])])])])])][(41@@[(32@@[(42@@)][(42@@[(42@@)][(14@@[(-2@@)][(43@@)])])])])][(12@@[(44@@[(43@@)][(42@@)])][(53@@[(14@@[(-2@@)][(43@@)][(27@@[(45@@)][(-1@@)][(42@@)])])])])])])]
+[(31@@[(44@@[(42@@)])][(21@@[(32@@[(42@@)])])])]
+[(31@@[(83@@)][(39@@)][(42@@)][(44@@[(43@@)][(42@@)])][(44@@[(43@@)][(42@@)])][(43@@)][(21@@[(32@@[(42@@)][(42@@[(42@@)][(42@@)])])])])]
+[(31@@)]
+[(31@@[(83@@)][(39@@)][(42@@)][(21@@[(32@@)])][(21@@[(32@@[(42@@)][(42@@)])])])]
+[(31@@[(83@@)][(39@@)][(42@@)][(60@@[(43@@)][(59@@[(42@@)][(32@@)])])][(41@@[(27@@[(27@@[(42@@)][(-1@@)][(33@@)])][(-1@@)][(32@@[(42@@)][(42@@)])])])])]
+[(31@@[(39@@)][(42@@)][(44@@[(43@@)][(42@@)])][(60@@[(43@@)][(59@@[(42@@)][(32@@[(42@@)][(42@@[(42@@)])])])])][(41@@[(16@@[(27@@[(42@@)][(-1@@)][(33@@)])][(9@@)][(32@@[(42@@)][(42@@[(9@@)][(9@@)])])])])])]
+[(31@@[(83@@)][(43@@)][(42@@)][(41@@[(32@@[(42@@)][(42@@)])])])]
+[(31@@[(83@@)][(39@@)][(42@@)][(44@@[(43@@)][(42@@)])][(44@@[(43@@)][(42@@)])][(44@@[(43@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(42@@)][(42@@)][(9@@)][(42@@)])])])])]
+[(31@@[(41@@[(32@@[(42@@[(14@@)])])])][(44@@[(5@@[(39@@)])][(42@@)])][(60@@[(83@@)][(43@@)][(59@@[(42@@)][(14@@[(-2@@)][(43@@)][(1@@[(23@@[(83@@)][(83@@)][(43@@)][(59@@[(42@@)][(14@@[(-2@@)][(43@@)])])])][(31@@[(83@@)][(39@@)][(42@@)][(44@@[(39@@)][(42@@)])][(44@@[(5@@[(39@@)])][(42@@)])][(60@@[(39@@)][(59@@[(42@@)][(40@@[(42@@)][(42@@)])])])][(54@@[(21@@[(7@@[(42@@)][(-1@@)][(32@@[(42@@)][(42@@[(42@@)][(42@@)])])])])][(12@@[(44@@[(43@@)][(42@@)])])])][(41@@[(42@@)])])][(31@@[(83@@)][(5@@[(39@@)])][(42@@)][(44@@[(39@@)][(42@@)])][(44@@[(5@@[(39@@)])][(42@@)])][(60@@[(5@@[(39@@)])][(59@@[(42@@)][(4@@[(40@@[(42@@)][(42@@)])][(40@@[(42@@)][(42@@)])][(40@@[(42@@)][(42@@)])])])])][(54@@[(21@@[(7@@[(42@@)][(-1@@)][(32@@[(42@@)][(42@@[(42@@)][(42@@)])])])])][(12@@[(44@@[(43@@)][(42@@)])])])][(41@@[(42@@)])])])])])])][(41@@[(32@@[(42@@[(42@@)][(42@@)])])])])]
+[(31@@[(83@@)][(39@@)][(42@@)][(44@@[(83@@)][(39@@)][(42@@)])][(60@@[(39@@)][(59@@[(42@@)][(27@@[(32@@)][(-1@@)][(42@@)])])])][(60@@[(43@@)][(59@@[(42@@)][(32@@[(42@@[(42@@)])])])])][(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(41@@[(34@@)])])][(24@@[(58@@[(39@@)][(59@@[(42@@)][(32@@)])])][(27@@[(42@@)][(-1@@)][(42@@)])][(37@@[(42@@)][(-1@@)])][(25@@[(27@@[(32@@[(42@@)][(42@@[(42@@)][(42@@)])])][(34@@)])][(41@@[(34@@)])])])][(41@@)])]
+[(31@@[(83@@)][(43@@)][(42@@)][(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(54@@[(60@@[(5@@[(74@@[(43@@)][(76@@)])])][(59@@[(42@@)][(32@@[(42@@)][(42@@[(32@@[(57@@)][(42@@)])][(33@@)])])])])][(70@@[(44@@[(74@@[(43@@)][(76@@)])][(42@@)])][(42@@)][(41@@[(11@@[(43@@)][(32@@[(42@@)][(42@@[(42@@)])])])])])][(41@@[(33@@)])][(12@@[(44@@[(43@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(45@@)])])])][(41@@[(33@@)])])])][(41@@[(42@@)])])])]
+[(31@@[(60@@)][(83@@)][(74@@[(43@@)][(43@@)])][(42@@)][(44@@[(43@@)][(42@@)])][(44@@[(74@@[(43@@)][(43@@)])][(42@@)])][(70@@[(44@@[(43@@)][(42@@)])][(42@@)][(25@@[(27@@[(32@@[(42@@)][(32@@)][(42@@[(42@@)])])][(-1@@)][(33@@)])][(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(32@@)][(42@@)])])])])])])][(41@@[(42@@)])])]
+[(31@@[(83@@)][(74@@[(43@@)][(43@@)])][(42@@)][(44@@[(74@@[(43@@)][(43@@)])][(42@@)])][(60@@[(74@@[(43@@)][(43@@)])][(59@@[(42@@)][(33@@)])])][(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(21@@[(7@@[(42@@)][(-1@@)][(14@@[(-2@@)][(74@@[(43@@)][(43@@)])])])])][(70@@[(44@@[(43@@)][(42@@)])][(42@@)][(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@[(42@@)])])])])])])])][(41@@[(42@@)])])]
+[(31@@[(83@@)][(39@@)][(42@@)][(44@@[(43@@)][(42@@)])][(44@@[(83@@)][(43@@)][(42@@)])][(43@@)][(60@@[(83@@)][(43@@)][(59@@[(42@@)][(32@@[(42@@[(42@@)])])])])][(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(21@@[(32@@[(42@@)][(42@@[(86@@[(21@@[(32@@[(42@@)][(32@@)][(42@@[(42@@)])])])][(41@@[(33@@)])])][(32@@[(42@@[(42@@)])])])])])])])]
+[(31@@[(42@@)][(44@@[(74@@[(43@@)][(76@@)])][(42@@)])][(44@@[(43@@)][(42@@)])][(21@@[(7@@[(22@@[(52@@)][(42@@)])][(-1@@)][(42@@)])])][(21@@[(7@@[(22@@[(52@@)][(42@@)])][(-1@@)][(42@@)])])])]
+[(31@@[(83@@)][(42@@)][(44@@[(43@@)][(42@@)])][(44@@[(43@@)][(42@@)])][(21@@[(7@@[(22@@[(52@@)][(42@@)])][(-1@@)][(42@@)])])][(21@@[(7@@[(22@@[(52@@)][(42@@)])][(-1@@)][(42@@)])])])]
+[(31@@[(44@@[(39@@)][(42@@)])])]
+[(31@@[(83@@)][(43@@)][(42@@)][(44@@[(43@@)][(42@@)])][(43@@)][(41@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(42@@)])])])])])]
+[(31@@[(83@@)][(83@@)])]
+[(31@@[(83@@)][(39@@)][(42@@)][(44@@[(43@@)][(42@@)])][(21@@[(32@@[(42@@[(42@@)][(9@@)])])])])]
+[(31@@[(83@@)])]
+[(31@@[(83@@)][(39@@)][(42@@)][(44@@[(43@@)][(42@@)])][(44@@[(43@@)][(42@@)])][(44@@[(43@@)][(42@@)])])]
+[(31@@[(39@@)][(43@@)][(41@@[(52@@)])])]
+[(31@@[(83@@)][(39@@)][(42@@)][(41@@[(16@@[(27@@[(42@@)][(-1@@)][(33@@)])][(34@@)][(32@@[(42@@)][(42@@)])])])])]
+[(31@@[(39@@)][(42@@)][(41@@[(27@@[(27@@[(27@@[(42@@)][(-1@@)][(33@@)])][(-1@@)][(27@@[(42@@)][(-1@@)][(33@@)])])][(-1@@)][(27@@[(22@@[(52@@)][(42@@)])][(-1@@)][(33@@)])])])])]
+[(31@@[(83@@)][(39@@)][(42@@)][(43@@)][(54@@[(21@@[(32@@)])][(12@@[(44@@[(43@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(27@@[(45@@)][(-1@@)][(32@@[(42@@)][(42@@)])])][(42@@)])])])][(21@@[(32@@)])])])])]
+[(21@@[(7@@[(14@@[(14@@[(-2@@)][(43@@)][(1@@[(31@@[(83@@)][(43@@)][(42@@)][(44@@[(43@@)][(42@@)])][(60@@[(43@@)][(59@@[(42@@)][(14@@[(-2@@)][(43@@)][(42@@)])])])][(21@@[(32@@[(42@@)][(42@@[(27@@[(42@@)][(-1@@)][(45@@)][(32@@[(42@@)][(42@@)])])])])])][(41@@[(42@@)])])])])])])])]
+[(21@@[(7@@[(27@@[(36@@[(27@@[(27@@[(-1@@)][(32@@[(42@@)][(42@@)])])][(-1@@)][(27@@[(32@@[(42@@)][(42@@)])][(-1@@)][(32@@[(42@@)][(42@@)])])])])][(32@@)])])])]
+[(21@@[(7@@[(42@@)][(-1@@)][(27@@[(36@@[(16@@[(27@@[(42@@)][(-1@@)][(34@@)])][(27@@[(42@@)][(-1@@)][(42@@)])][(42@@)])])][(-1@@)][(42@@)])])])]
+[(21@@[(32@@[(42@@)][(42@@[(27@@[(45@@)][(-1@@)][(45@@)][(42@@)])])])])]
+[(21@@[(7@@[(42@@)][(-1@@)][(32@@[(42@@)][(42@@[(42@@)][(32@@[(40@@)][(42@@)])])])])])]
+[(21@@[(32@@[(42@@)][(32@@[(42@@)])][(42@@[(45@@)])])])]
+[(21@@[(32@@[(42@@)][(42@@[(2@@[(42@@)][(34@@)])][(2@@[(42@@)][(34@@)])][(32@@[(42@@)][(42@@)])][(32@@[(42@@)][(42@@)])])])])]
+[(21@@[(32@@[(42@@[(42@@)][(42@@)])][(32@@)])])]
+[(21@@[(32@@[(42@@)][(42@@[(42@@)][(14@@[(-2@@)][(43@@)][(42@@)][(27@@[(32@@[(42@@)][(42@@[(34@@)])])][(-1@@)][(34@@)])][(27@@[(32@@[(42@@)][(42@@[(34@@)])])][(-1@@)][(32@@[(42@@)][(42@@[(34@@)])])][(34@@)])][(42@@)])])])])]
+[(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(32@@)][(32@@[(42@@)])][(32@@[(42@@)])][(32@@[(27@@[(45@@)][(-1@@)][(45@@)])])][(42@@)])])])])]
+[(21@@)]
+[(21@@[(32@@)][(7@@[(22@@[(52@@)][(42@@)])][(-1@@)][(32@@[(42@@)][(42@@)])])])]
+[(21@@[(32@@[(42@@[(42@@)][(14@@[(-2@@)][(43@@)][(14@@[(-2@@)][(43@@)][(45@@)])][(14@@[(-2@@)][(43@@)][(42@@)][(14@@[(-2@@)][(43@@)][(45@@)])])])])])])]
+[(21@@[(14@@[(-2@@)][(43@@)][(42@@)][(1@@[(31@@[(83@@)][(43@@)][(42@@)][(44@@[(43@@)][(42@@)])][(43@@)][(21@@[(32@@[(42@@)][(42@@[(40@@[(42@@)][(42@@)])][(45@@)])])])][(41@@[(48@@[(42@@)][(42@@)])])])])])])]
+[(21@@[(32@@[(42@@)][(42@@[(40@@[(42@@)][(42@@)])][(45@@)])])])]
+[(21@@[(7@@[(27@@[(32@@[(42@@)][(42@@[(22@@[(52@@)][(42@@)])])])][(36@@[(16@@[(27@@[(22@@[(52@@)][(42@@)])][(-1@@)][(33@@)])][(34@@)][(32@@[(22@@)][(42@@)])])])])])])]
+[(21@@[(7@@[(2@@[(40@@[(42@@)][(42@@)])][(42@@)])][(27@@[(36@@[(27@@[(36@@[(27@@[(2@@[(42@@)][(42@@)])][(-1@@)][(34@@)])])][(-1@@)][(2@@[(40@@[(42@@)][(42@@)])][(42@@)])])])][(-1@@)][(36@@[(27@@[(2@@[(40@@[(42@@)][(42@@)])][(42@@)])][(-1@@)][(36@@[(27@@[(2@@[(42@@)][(42@@)])][(-1@@)][(34@@)])])])])][(36@@[(27@@)])])])])]
+[(21@@[(7@@[(42@@)][(-1@@)][(16@@[(36@@[(27@@[(32@@[(42@@)][(32@@)][(42@@)])][(-1@@)][(40@@[(42@@)][(42@@)])])])][(32@@[(42@@[(32@@[(42@@)][(32@@[(34@@)])][(32@@)][(42@@)])])])][(42@@)])])])]
+[(21@@[(32@@[(42@@)][(42@@[(40@@[(40@@[(40@@[(40@@[(40@@[(40@@[(40@@[(40@@[(40@@[(42@@)][(42@@)])][(42@@)])][(42@@)])][(42@@)])][(42@@)])][(42@@)])][(42@@)])][(42@@)])][(42@@)])])])])]
+[(21@@[(7@@[(42@@)][(9@@)])])]
+[(21@@[(32@@[(42@@[(32@@)][(27@@[(32@@[(42@@)][(32@@)][(42@@)])][(-1@@)][(45@@)][(32@@[(42@@)][(32@@)][(42@@)])])])])])]
+[(21@@[(7@@[(14@@)])])]
+[(21@@[(32@@[(42@@)][(42@@[(42@@)][(42@@)][(42@@)][(42@@)][(42@@)][(45@@)][(9@@)][(9@@)])])])]
+[(21@@[(32@@)])]
+[(21@@[(32@@[(42@@[(14@@[(40@@)][(16@@[(42@@)][(40@@[(42@@)][(42@@)])][(40@@[(42@@)][(42@@)])])])])])])]
+[(21@@[(32@@[(42@@[(22@@[(42@@)])])])])]
+[(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(32@@)][(32@@[(42@@)])][(32@@[(42@@)])][(32@@[(45@@)])][(42@@)])])])])]
+[(21@@[(7@@[(27@@[(38@@[(-1@@)][(42@@)])])][(27@@[(36@@[(27@@[(27@@[(42@@)][(-1@@)][(42@@)])][(-1@@)][(27@@[(-1@@)][(42@@)][(42@@)][(42@@)])])])][(-1@@)][(36@@[(27@@[(42@@)][(-1@@)][(42@@)])])])])])]
+[(54@@[(21@@[(32@@[(42@@)][(42@@)])])][(21@@[(32@@[(42@@)][(42@@[(42@@)])])])][(41@@[(42@@)])][(12@@[(44@@[(43@@)][(42@@)])][(41@@[(42@@)])])])]
+[(54@@[(8@@[(25@@[(42@@)][(21@@[(32@@[(42@@)][(42@@[(42@@)])])])])])])]
+[(54@@[(21@@)][(12@@[(44@@[(43@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(42@@)])])])])])]
+[(54@@[(41@@)][(8@@[(21@@[(32@@[(42@@[(42@@)])])])])])]
+[(54@@[(21@@)][(21@@)][(8@@)][(41@@)][(12@@[(44@@[(43@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(42@@)])])])][(53@@[(42@@)])])])]
+[(54@@[(21@@)][(12@@[(44@@[(43@@)][(42@@)])])])]
+[(54@@[(25@@[(27@@[(62@@[(42@@)][(-3@@)][(43@@)])][(-1@@)][(38@@[(-1@@)][(32@@[(42@@[(42@@)])])])])][(21@@[(32@@[(42@@)][(42@@[(45@@)][(32@@[(42@@)][(42@@)])])])])])][(41@@[(32@@)])][(8@@[(21@@[(32@@[(42@@[(42@@)])])])])])]
+[(54@@[(21@@[(7@@[(42@@)][(-1@@)][(32@@[(42@@)][(42@@)])])])][(12@@[(44@@[(43@@)][(42@@)])][(53@@[(14@@[(-2@@)][(43@@)][(42@@)])])])])]
+[(54@@)]
+[(54@@[(21@@)][(12@@[(44@@[(43@@)][(42@@)])][(53@@[(32@@[(42@@[(42@@)])])])])])]
+[(54@@[(21@@)][(8@@[(21@@[(32@@[(42@@)][(42@@[(42@@)])])])])])]
+[(54@@[(21@@[(7@@[(42@@)][(-1@@)][(14@@[(-2@@)][(43@@)][(42@@)][(42@@)])])])][(21@@)][(8@@[(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(21@@[(32@@[(42@@)][(42@@)])])])])])]
+[(54@@[(60@@[(43@@)][(59@@[(42@@)][(32@@[(42@@)][(42@@[(40@@[(42@@)][(42@@)])][(42@@)][(9@@)])])])])][(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(21@@[(32@@[(42@@)][(42@@[(14@@[(-2@@)][(43@@)][(42@@)])])])])])][(12@@[(44@@[(43@@)][(42@@)])][(53@@[(14@@[(-2@@)][(43@@)][(32@@[(40@@)][(42@@[(42@@)])])])])])])]
+[(54@@[(60@@[(43@@)][(59@@[(42@@)][(32@@[(42@@)][(42@@[(40@@[(42@@)][(42@@)])][(42@@)][(9@@)])])])])][(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(21@@[(32@@[(42@@)][(42@@[(14@@[(-2@@)][(43@@)][(42@@)])])])])][(21@@[(32@@[(42@@)][(42@@[(14@@[(-2@@)][(43@@)][(42@@)])])])])])][(12@@[(44@@[(43@@)][(42@@)])][(53@@[(14@@[(-2@@)][(43@@)][(32@@[(40@@)][(42@@[(42@@)])])])])])])]
+[(54@@[(21@@[(7@@[(32@@)][(42@@)][(-1@@)])])][(12@@[(44@@[(43@@)][(42@@)])][(25@@[(32@@[(42@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(27@@[(45@@)][(-1@@)][(42@@)][(45@@)])][(42@@)])])])])])])]
+[(54@@[(21@@)][(8@@[(21@@)])])]
+[(54@@[(58@@[(43@@)][(59@@[(42@@)][(14@@[(-2@@)][(43@@)][(42@@)])])])][(21@@[(32@@[(42@@)][(42@@[(42@@)][(42@@)])])])])]
+[(54@@[(21@@)][(21@@)])]
+[(54@@[(21@@)][(12@@[(44@@[(43@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(45@@)][(42@@)])])])])])]
+[(54@@[(60@@)])]
+[(54@@[(12@@[(44@@[(43@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(9@@)])])])][(53@@[(42@@)])])][(21@@)])]
+[(54@@[(12@@[(44@@[(43@@)][(42@@)])])])]
+[(54@@[(21@@)][(12@@[(44@@[(84@@[(43@@)][(43@@)])][(42@@)])][(21@@[(32@@[(42@@)][(42@@)])])][(53@@[(42@@)])])])]
+[(54@@[(21@@[(7@@[(42@@)][(-1@@)][(32@@[(52@@)][(42@@)])])])][(12@@[(44@@[(43@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(45@@)][(42@@)])])])][(21@@[(7@@[(22@@[(52@@)][(42@@)])][(-1@@)][(42@@)])])])])]
+[(6@@[(27@@[(27@@[(42@@)][(-1@@)][(34@@)])][(-1@@)][(27@@[(42@@)][(-1@@)][(42@@)])])])]
+[(6@@[(36@@[(27@@)])])]
+[(6@@[(27@@)])]
+[(6@@[(27@@[(42@@)][(-1@@)][(33@@)])])]
+[(53@@[(14@@[(45@@)][(27@@[(45@@)][(-1@@)][(32@@[(42@@)][(42@@)])])])])]
+[(53@@[(14@@[(32@@[(42@@[(27@@[(32@@)][(32@@[(42@@[(32@@[(42@@)][(42@@)])])])])])])])])]
+[(53@@[(14@@[(27@@[(45@@)][(-1@@)][(42@@)][(45@@)])])])]
+[(53@@[(14@@[(42@@)][(32@@[(42@@[(42@@)])])])])]
+[(53@@)]
+[(53@@[(14@@[(-2@@)][(43@@)][(27@@[(45@@)][(-1@@)][(42@@)][(45@@)][(42@@)])])])]
+[(53@@[(14@@[(-2@@)][(43@@)][(27@@[(45@@)][(-1@@)][(42@@)])])])]
+[(53@@[(14@@[(27@@[(45@@)])])])]
+[(53@@[(14@@[(45@@)])])]
+[(53@@[(42@@)])]
+[(53@@[(14@@[(27@@[(32@@[(42@@)])])])])]
+[(23@@[(83@@)][(43@@)][(59@@[(42@@)][(14@@[(-2@@)][(43@@)][(9@@)])])])]
+[(23@@[(83@@)][(83@@)][(83@@)][(39@@)][(59@@[(42@@)][(27@@[(42@@)][(-1@@)][(42@@)])])])]
+[(23@@[(83@@)][(83@@)][(43@@)][(59@@[(42@@)][(33@@)])])]
+[(23@@[(83@@)][(83@@)][(83@@)][(5@@[(39@@)])][(59@@[(42@@)][(3@@[(5@@[(39@@)])][(4@@[(34@@)][(34@@)][(34@@)][(34@@)])])])])]
+[(23@@[(59@@[(27@@[(45@@)][(45@@)][(45@@)])])])]
+[(23@@[(83@@)][(83@@)][(74@@[(43@@)][(74@@[(43@@)][(76@@)])])][(59@@[(42@@)][(14@@[(-2@@)][(74@@[(43@@)][(74@@[(43@@)][(76@@)])])])])])]
+[(23@@)]
+[(23@@[(83@@)][(83@@)][(83@@)][(43@@)][(59@@[(42@@)][(32@@[(57@@)][(42@@)])])])]
+[(23@@[(83@@)][(83@@)][(43@@)][(59@@[(42@@)][(32@@[(14@@[(-2@@)][(43@@)][(40@@[(42@@)][(42@@)])][(40@@[(42@@)][(42@@)])][(9@@)])][(32@@)][(42@@)])])])]
+[(23@@[(83@@)][(83@@)][(83@@)][(39@@)][(59@@[(42@@)][(42@@)])])]
+[(23@@[(59@@[(14@@[(45@@)])])])]
+[(23@@[(83@@)][(83@@)][(74@@[(43@@)][(43@@)][(43@@)])][(59@@[(42@@)][(14@@[(-2@@)][(74@@[(43@@)][(43@@)][(43@@)])])])])]
+[(23@@[(43@@)][(39@@)])]
+[(23@@[(83@@)][(83@@)][(43@@)][(59@@[(42@@)][(32@@[(42@@)][(42@@[(32@@[(57@@)][(42@@)])])])])])]
+[(23@@[(83@@)])]
+[(23@@[(59@@[(32@@[(32@@[(14@@[(-2@@)][(43@@)][(34@@)][(40@@[(42@@)][(42@@)])][(9@@)][(9@@)])])])])])]
+[(23@@[(59@@[(32@@[(32@@[(45@@)])])])])]
+[(23@@[(83@@)][(74@@[(43@@)][(43@@)][(43@@)])][(59@@[(42@@)][(14@@[(-2@@)][(74@@[(43@@)][(43@@)][(43@@)])])])])]
+[(60@@[(59@@[(32@@[(42@@[(14@@[(-2@@)][(43@@)][(42@@)][(14@@[(-2@@)][(43@@)][(32@@[(42@@)][(42@@)])][(38@@[(-1@@)][(34@@)])])][(42@@)])])])])])]
+[(60@@[(59@@[(32@@[(22@@[(52@@)][(42@@)])][(42@@[(42@@)])][(42@@)])])])]
+[(60@@[(83@@)][(43@@)][(59@@[(42@@)][(32@@[(42@@)][(42@@[(40@@[(42@@)][(42@@)])])])])])]
+[(60@@[(39@@)][(59@@[(42@@)][(32@@[(22@@)][(42@@)])])])]
+[(60@@[(39@@)][(59@@[(42@@)][(27@@[(27@@[(42@@)][(-1@@)][(42@@)])][(-1@@)][(27@@[(42@@)][(-1@@)][(32@@[(42@@)][(42@@)])])])])])]
+[(60@@[(5@@[(39@@)])][(59@@[(32@@)][(42@@)])])]
+[(60@@[(83@@)][(43@@)][(59@@[(42@@)][(32@@[(42@@[(40@@[(42@@)][(42@@)])][(42@@)][(32@@[(42@@[(32@@[(40@@)][(32@@)][(42@@)])])])])])])])]
+[(60@@)]
+[(60@@[(43@@)][(59@@[(42@@)][(32@@[(42@@[(42@@)][(40@@[(42@@)][(42@@)])])])])])]
+[(60@@[(43@@)][(59@@[(32@@)][(32@@[(42@@)][(32@@)][(32@@[(86@@[(59@@[(42@@)])][(32@@[(42@@)][(42@@)][(32@@)])])])][(42@@)])])][(74@@[(43@@)][(43@@)])])]
+[(60@@[(59@@[(36@@[(16@@[(27@@[(-1@@)])][(33@@)][(33@@)])])])])]
+[(60@@[(59@@[(42@@)][(34@@)])])]
+[(60@@[(74@@[(43@@)][(74@@[(43@@)][(76@@)])])][(59@@[(42@@)][(14@@[(-2@@)][(74@@[(43@@)][(74@@[(43@@)][(76@@)])])])])])]
+[(60@@[(74@@[(43@@)])])]
+[(60@@[(74@@[(43@@)][(43@@)])][(59@@[(42@@)][(32@@[(42@@)][(42@@[(32@@[(42@@)][(42@@)])])])])])]
+[(60@@[(59@@)])]
+[(60@@[(43@@)][(59@@[(42@@)][(32@@[(42@@)][(42@@[(42@@)][(40@@[(40@@[(42@@)][(42@@)])][(42@@)])])])])])]
+[(60@@[(5@@[(43@@)])][(59@@[(42@@)])])]
+[(60@@[(74@@[(43@@)][(43@@)])][(59@@[(42@@)][(14@@[(-2@@)][(74@@[(43@@)][(43@@)])][(22@@[(52@@)][(42@@)])])])])]
+[(46@@[(45@@)][(45@@)][(9@@)][(42@@)][(42@@)])]
+[(46@@)]
+[(46@@[(32@@[(42@@)][(42@@)])])]
+[(46@@[(42@@)])]
+[(12@@[(44@@[(43@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(27@@[(45@@)][(-1@@)][(42@@)][(45@@)][(32@@[(42@@)][(42@@)])][(45@@)][(32@@[(42@@)][(42@@)])])])])])])]
+[(12@@[(44@@[(43@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(45@@)][(42@@)])])])][(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(42@@[(42@@)])])])])])])]
+[(12@@[(44@@[(42@@)])][(21@@[(32@@[(42@@)][(42@@[(45@@)][(42@@)])])])])]
+[(12@@[(44@@[(43@@)][(42@@)])][(53@@[(14@@[(-2@@)][(43@@)][(32@@[(42@@)][(42@@)])])])])]
+[(12@@[(44@@[(42@@)])][(21@@[(32@@[(42@@[(42@@)])])])])]
+[(12@@[(44@@[(84@@[(43@@)][(43@@)])][(42@@)])][(21@@[(7@@[(42@@)][(-1@@)][(9@@)])])][(21@@[(32@@[(42@@)][(42@@[(42@@)])])])])]
+[(12@@[(44@@[(43@@)][(42@@)])][(53@@[(42@@)])])]
+[(12@@[(44@@[(43@@)][(42@@)])][(25@@[(42@@)][(21@@[(32@@[(42@@)][(42@@[(27@@[(45@@)][(-1@@)][(32@@[(42@@)][(42@@)])])][(42@@)])])])])])]
+[(12@@)]
+[(12@@[(44@@[(84@@[(43@@)][(43@@)])][(42@@)])][(53@@[(42@@)])])]
+[(12@@[(44@@[(43@@)][(42@@)])][(60@@[(83@@)][(43@@)][(59@@[(42@@)][(14@@[(-2@@)][(43@@)][(32@@[(42@@)][(42@@)])])])])][(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(42@@)])])])])][(53@@[(42@@)])])]
+[(12@@[(44@@[(43@@)][(42@@)])])]
+[(12@@[(44@@[(43@@)])])]
+[(12@@[(44@@[(43@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(45@@)][(42@@)])])])][(41@@[(33@@)])])]
+[(12@@[(21@@)])]
+[(12@@[(44@@[(43@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(27@@[(45@@)][(-1@@)][(42@@)])][(42@@)])])])])]
+[(12@@[(44@@[(43@@)][(42@@)])][(21@@)])]
+[(49@@)]
+[(49@@[(40@@[(42@@)][(42@@)])])]
+[(49@@[(42@@)][(45@@)])]
+[(49@@[(42@@)])]
+[(49@@[(45@@)][(40@@[(42@@)][(42@@)])])]
+[(55@@[(83@@)][(42@@)][(74@@[(43@@)][(43@@)][(43@@)])])]
+[(55@@[(83@@)][(83@@)][(83@@)][(42@@)][(43@@)])]
+[(55@@)]
+[(55@@[(83@@)][(83@@)][(42@@)][(74@@[(43@@)][(43@@)])][(43@@)])]
+[(55@@[(83@@)][(42@@)][(43@@)])]
+[(55@@[(83@@)][(42@@)])]
+[(55@@[(83@@)])]
+[(55@@[(83@@)][(83@@)][(42@@)][(43@@)])]
+[(41@@[(32@@[(22@@[(52@@)][(42@@)])][(42@@)][(42@@[(33@@)][(33@@)])])])]
+[(41@@[(27@@[(32@@[(42@@[(27@@[(38@@[(34@@)][(42@@)])][(-1@@)][(42@@)][(34@@)])])])])])]
+[(41@@[(14@@[(-2@@)][(43@@)][(42@@)][(42@@)])][(42@@)])]
+[(41@@[(14@@[(42@@)][(22@@[(52@@)][(42@@)])])])]
+[(41@@)]
+[(41@@[(32@@[(14@@[(-2@@)][(74@@[(43@@)][(43@@)])][(42@@)])][(42@@[(32@@)])])])]
+[(41@@[(16@@[(32@@)][(27@@[(42@@)][(-1@@)][(33@@)])][(33@@)])])]
+[(41@@[(22@@[(52@@)][(42@@)])])]
+[(41@@[(86@@[(60@@[(59@@[(16@@[(32@@[(32@@[(32@@[(42@@[(42@@)])])])])][(32@@[(32@@[(32@@[(42@@[(42@@)])])])])])])])])])]
+[(41@@[(33@@)][(42@@)])]
+[(41@@[(32@@[(42@@[(42@@)][(40@@[(42@@)][(42@@)])])])][(14@@[(-2@@)][(43@@)][(42@@)][(40@@)])])]
+[(41@@[(27@@)])]
+[(41@@[(32@@[(42@@[(32@@[(42@@)][(42@@[(42@@)][(42@@)])])][(14@@[(-2@@)][(43@@)][(42@@)][(42@@)])])])])]
+[(41@@[(32@@[(42@@[(33@@)][(42@@)])])])]
+[(41@@[(14@@[(-2@@)][(74@@[(43@@)][(43@@)])][(42@@)][(40@@)])][(32@@[(42@@[(40@@[(42@@)][(42@@)])][(42@@)])])])]
+[(41@@[(32@@[(42@@)][(42@@[(42@@)][(42@@)])])][(16@@[(27@@[(42@@)][(-1@@)][(42@@)])][(34@@)][(36@@[(16@@[(27@@[(42@@)][(-1@@)][(42@@)])][(38@@[(-1@@)][(34@@)])][(34@@)])])])])]
+[(51@@[(21@@)][(22@@[(52@@)][(42@@)])][(21@@[(32@@[(22@@[(52@@)][(42@@)])][(42@@)])])])]
+[(51@@[(42@@)][(21@@[(32@@[(42@@)][(42@@[(42@@)])])])])]
+[(51@@[(25@@)][(22@@[(52@@)][(42@@)])][(41@@)])]
+[(51@@)]
+[(51@@[(22@@[(52@@)][(42@@)])])]
+[(51@@[(21@@)][(52@@)])]
+[(51@@[(42@@)])]
+[(51@@[(21@@)][(22@@[(52@@)][(42@@)])])]
+[(50@@)]
+[(50@@[(42@@)])]
+[(25@@[(32@@[(45@@)][(42@@[(42@@)])])][(21@@[(7@@[(40@@[(42@@)][(42@@)])][(-1@@)][(32@@[(57@@)][(42@@)])])])][(21@@[(7@@[(40@@[(42@@)][(42@@)])][(-1@@)][(32@@[(57@@)][(42@@)])])])][(21@@[(7@@[(40@@[(42@@)][(42@@)])][(-1@@)][(32@@[(57@@)][(42@@)])])])])]
+[(25@@[(27@@[(40@@[(42@@)][(42@@)])])][(53@@[(14@@[(-2@@)][(43@@)][(45@@)])])][(27@@[(42@@)][(-1@@)][(34@@)])][(24@@[(58@@[(39@@)][(59@@[(42@@)][(34@@)])][(59@@[(42@@)][(27@@[(27@@[(42@@)][(-1@@)][(42@@)])][(-1@@)][(34@@)])])])][(27@@[(42@@)][(-1@@)][(42@@)])][(37@@[(42@@)][(-1@@)])][(37@@[(42@@)][(-1@@)])][(21@@[(7@@[(42@@)][(-1@@)][(27@@[(27@@[(42@@)][(-1@@)][(42@@)])][(-1@@)][(42@@)])])])])][(25@@[(27@@[(42@@)][(-1@@)][(34@@)])][(24@@[(58@@[(39@@)][(59@@[(42@@)][(34@@)])][(59@@[(42@@)][(27@@[(27@@[(42@@)][(-1@@)][(42@@)])][(-1@@)][(34@@)])])])][(27@@[(42@@)][(-1@@)][(42@@)])][(37@@[(42@@)][(-1@@)])][(37@@[(42@@)][(-1@@)])][(60@@[(39@@)][(59@@[(42@@)][(32@@[(42@@[(42@@)][(42@@)])])])])][(21@@[(7@@[(42@@)][(-1@@)][(27@@[(36@@[(27@@[(42@@)][(-1@@)][(36@@[(27@@[(42@@)][(-1@@)][(42@@)])])])])][(-1@@)][(36@@[(27@@[(42@@)][(-1@@)][(42@@)])])])])])])][(24@@[(58@@[(39@@)][(59@@[(42@@)][(34@@)])][(59@@[(42@@)][(27@@[(27@@[(42@@)][(-1@@)][(42@@)])][(-1@@)][(34@@)])])])][(27@@[(42@@)][(-1@@)][(42@@)])][(37@@[(42@@)][(-1@@)])][(37@@[(42@@)][(-1@@)])][(60@@[(39@@)][(59@@[(42@@)][(32@@[(42@@[(42@@)][(42@@)])])])])][(21@@[(7@@[(42@@)][(-1@@)][(32@@[(42@@[(36@@[(27@@[(42@@)][(-1@@)][(36@@[(27@@[(42@@)][(-1@@)][(42@@)])])])])][(36@@[(27@@[(42@@)][(-1@@)][(42@@)])])])])])])])])])]
+[(25@@[(27@@[(42@@)][(36@@[(27@@[(32@@)][(32@@)])])])][(42@@)][(24@@[(58@@[(39@@)][(59@@[(42@@)][(34@@)])])][(27@@[(-1@@)][(42@@)][(32@@[(42@@)][(42@@)])])][(37@@[(42@@)][(-1@@)])][(60@@[(39@@)][(59@@[(42@@)][(32@@[(42@@)][(42@@)])])])][(25@@[(27@@[(-1@@)][(42@@)][(13@@)])][(21@@[(7@@[(42@@)][(-1@@)][(32@@[(42@@)][(42@@)])])])][(61@@[(27@@[(42@@)][(-1@@)][(13@@)])][(21@@[(7@@[(42@@)][(-1@@)][(32@@[(42@@)][(42@@[(38@@[(-1@@)][(42@@)])])])])])])])][(25@@[(53@@)][(27@@[(27@@[(42@@)][(-1@@)][(13@@)])][(-1@@)][(27@@[(42@@)][(-1@@)][(13@@)])])])])])]
+[(25@@[(27@@[(32@@[(42@@[(42@@)])])][(-1@@)][(27@@[(40@@[(42@@)][(42@@)])][(-1@@)][(34@@)])])][(21@@[(7@@[(42@@)][(-1@@)][(27@@[(42@@)][(-1@@)][(34@@)])])])])]
+[(25@@[(32@@[(42@@)][(42@@)])][(21@@[(7@@[(42@@)][(-1@@)][(32@@[(42@@)][(42@@)])])])][(21@@[(7@@[(42@@)][(-1@@)][(32@@[(42@@)][(42@@)])])])])]
+[(25@@[(27@@[(36@@[(27@@[(42@@)][(-1@@)][(33@@)])])][(-1@@)][(36@@[(27@@[(32@@[(42@@)][(42@@)])][(-1@@)][(34@@)])])])][(21@@[(7@@[(42@@)][(-1@@)][(32@@[(42@@[(42@@)])])])])][(21@@[(7@@[(32@@)][(42@@)][(-1@@)])])])]
+[(25@@[(27@@[(42@@)][(-1@@)][(34@@)])][(21@@[(7@@[(42@@)][(-1@@)])])])]
+[(25@@[(27@@)][(27@@[(-1@@)][(27@@[(42@@)][(-1@@)][(32@@[(42@@)][(32@@)][(42@@)])])])])]
+[(25@@[(27@@[(32@@[(57@@)][(42@@)][(42@@[(42@@)])])])])]
+[(25@@[(27@@[(38@@[(-1@@)][(42@@)])][(-1@@)][(38@@[(-1@@)][(32@@[(42@@[(42@@)])])])])][(25@@[(32@@[(42@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(27@@[(45@@)][(-1@@)][(32@@[(42@@)][(32@@)][(42@@)])][(45@@)])])])])])][(41@@[(42@@)])])]
+[(25@@[(27@@[(22@@[(52@@)][(42@@)])][(-1@@)][(33@@)])][(21@@[(7@@[(22@@[(52@@)][(42@@)])][(-1@@)][(32@@[(42@@[(42@@)])])])])])]
+[(25@@[(27@@[(32@@[(42@@)][(42@@)])][(-1@@)][(34@@)])][(70@@[(44@@[(43@@)][(42@@)])][(42@@)][(60@@[(43@@)][(59@@[(42@@)][(11@@[(43@@)][(32@@[(42@@)][(42@@[(32@@[(42@@)][(42@@[(42@@)][(40@@[(42@@)][(42@@)])])])])])])])])][(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(21@@[(32@@[(42@@)][(42@@[(27@@[(45@@)][(-1@@)][(32@@[(42@@)][(32@@)][(42@@)])][(45@@)][(32@@[(42@@)][(42@@)])][(45@@)][(32@@[(42@@)][(32@@)][(42@@)])][(45@@)])])])])][(25@@[(32@@[(42@@[(42@@)])])][(21@@[(32@@[(42@@)][(42@@[(27@@[(45@@)][(-1@@)][(32@@[(42@@)][(32@@)][(42@@)])][(45@@)][(32@@[(42@@)][(42@@)])][(45@@)])])])])])])])])]
+[(25@@[(27@@[(42@@)])][(21@@[(7@@[(42@@)])])])]
+[(25@@[(22@@)][(25@@[(22@@)][(21@@[(7@@[(22@@[(42@@)])][(9@@)][(40@@[(42@@)][(42@@)])])])][(27@@[(22@@[(52@@)][(42@@)])][(-1@@)][(40@@[(42@@)][(42@@)])])])][(27@@[(22@@[(52@@)][(42@@)])][(-1@@)][(40@@[(42@@)][(42@@)])])])]
+[(25@@[(32@@[(42@@)][(32@@[(42@@)][(40@@[(40@@[(42@@)][(42@@)])][(42@@)])])][(42@@[(45@@)])])][(53@@[(14@@[(-2@@)][(43@@)][(45@@)])])])]
+[(25@@)]
+[(25@@[(21@@)][(38@@[(-1@@)][(32@@[(42@@)][(42@@[(40@@[(42@@)][(42@@)])])])])])]
+[(25@@[(42@@)][(21@@[(7@@[(42@@)][(-1@@)][(9@@)])])][(21@@[(7@@[(42@@)][(-1@@)][(38@@[(-1@@)][(32@@[(42@@)][(42@@[(32@@[(42@@)][(42@@)])])])])])])])]
+[(25@@[(27@@[(32@@[(42@@)][(42@@)][(42@@[(42@@)])])])][(25@@[(27@@[(27@@[(27@@[(2@@[(32@@[(42@@)][(32@@)][(32@@[(42@@)])])])])])][(27@@[(27@@[(2@@)][(2@@[(32@@[(42@@)][(32@@)][(32@@[(42@@)])])])])])])])])]
+[(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(51@@[(25@@)][(52@@)])])]
+[(25@@[(38@@[(-1@@)][(32@@[(42@@)][(42@@[(32@@[(42@@)][(42@@)])])])])][(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(42@@)])][(14@@[(-2@@)][(74@@[(43@@)][(43@@)])])])])])])]
+[(25@@[(25@@)][(27@@[(27@@[(42@@)][(-1@@)][(34@@)])][(-1@@)][(27@@[(42@@)][(-1@@)][(27@@[(42@@)][(-1@@)][(34@@)])])])][(21@@[(32@@[(42@@)][(42@@[(45@@)])])])][(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(42@@[(42@@)][(34@@)])])])])])][(21@@[(32@@[(42@@)][(42@@[(13@@)])])])][(21@@[(37@@[(42@@)][(-1@@)])])])]
+[(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(60@@[(74@@[(43@@)][(74@@[(43@@)][(76@@)])])][(59@@[(42@@)][(14@@[(-2@@)][(74@@[(43@@)][(74@@[(43@@)][(76@@)])])])])])][(61@@[(38@@[(-1@@)][(32@@[(42@@)][(42@@)])])][(21@@[(7@@[(42@@)][(-1@@)][(32@@)])])])])]
+[(25@@[(60@@)][(21@@)][(27@@[(27@@[(42@@)][(-1@@)][(33@@)])][(-1@@)][(27@@[(42@@)][(-1@@)][(33@@)])])][(21@@[(7@@[(11@@)][(42@@)][(-1@@)])])][(60@@[(43@@)][(59@@[(42@@)][(32@@[(42@@)][(42@@[(57@@)])])])])][(21@@[(7@@[(42@@)][(-1@@)][(11@@[(74@@[(43@@)][(43@@)])][(32@@[(42@@)][(42@@)])])])])])]
+[(25@@[(27@@[(27@@[(42@@)][(-1@@)][(42@@)])][(-1@@)][(34@@)])][(24@@[(58@@[(39@@)][(59@@[(42@@)][(34@@)])])][(27@@[(36@@[(27@@[(42@@)][(-1@@)][(34@@)])])][(-1@@)][(36@@[(27@@[(27@@[(42@@)][(-1@@)][(42@@)])][(-1@@)][(34@@)])])])][(38@@[(-1@@)][(42@@)])][(21@@[(7@@)])][(21@@[(32@@[(42@@)][(42@@[(42@@)])])])][(21@@[(7@@)])])][(25@@[(27@@[(27@@[(42@@)][(-1@@)][(42@@)])][(-1@@)][(34@@)])][(53@@[(32@@[(42@@)][(42@@[(33@@)])])])])][(60@@)])]
+[(25@@[(27@@[(42@@)][(-1@@)][(34@@)])][(25@@[(27@@[(27@@[(40@@[(42@@)][(42@@)])][(-1@@)][(34@@)])][(-1@@)][(22@@[(52@@)][(42@@)])])][(53@@[(14@@[(-2@@)][(43@@)])])])][(21@@[(37@@[(22@@[(52@@)][(42@@)])][(-1@@)])])][(21@@[(7@@[(22@@[(52@@)][(42@@)])][(-1@@)][(2@@[(22@@[(52@@)][(42@@)])][(22@@[(52@@)][(42@@)])])])])][(41@@[(32@@[(22@@[(52@@)][(42@@)])][(42@@)])])])]
+[(25@@[(27@@[(32@@[(42@@)][(42@@)][(42@@[(42@@)])])])][(25@@[(27@@[(27@@[(27@@[(32@@[(42@@)][(32@@)][(32@@[(42@@)])])])])][(27@@[(27@@[(32@@[(42@@)][(32@@)][(32@@[(42@@)])])][(2@@)])])])])])]
+[(25@@[(38@@[(-1@@)][(32@@[(42@@)][(42@@[(27@@[(40@@[(42@@)][(42@@)])][(-1@@)][(42@@)])])])])][(21@@[(32@@[(42@@)][(42@@[(42@@)][(27@@[(40@@[(42@@)][(42@@)])][(-1@@)][(42@@)])])])])])]
+[(25@@[(27@@[(-1@@)])][(41@@)])]
+[(25@@[(27@@[(42@@)][(-1@@)][(32@@[(42@@)][(42@@)])])][(53@@[(14@@[(-2@@)][(43@@)][(27@@[(42@@)][(-1@@)][(45@@)])])])])]
+[(25@@[(42@@)][(41@@)])]
+[(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(21@@[(32@@[(42@@)][(42@@[(45@@)])])])][(41@@[(9@@)])])]
+[(25@@[(21@@)])]
+[(25@@[(27@@[(32@@[(42@@)][(42@@)])][(-1@@)][(34@@)])][(21@@[(32@@[(42@@[(42@@)][(42@@)][(42@@)])])])])]
+[(25@@[(27@@[(27@@[(-1@@)])][(-1@@)])])]
+[(25@@[(42@@)][(21@@[(32@@[(42@@)][(42@@[(27@@[(45@@)][(-1@@)][(42@@)][(45@@)][(32@@[(42@@)][(42@@)])])])])])])]
+[(25@@[(21@@)][(42@@)][(60@@[(74@@[(43@@)][(76@@)])][(59@@[(42@@)][(14@@[(-2@@)][(74@@[(43@@)][(43@@)])])])])][(21@@[(32@@[(42@@)][(42@@[(42@@)][(42@@)][(42@@)][(42@@)])])])])]
+[(25@@[(32@@[(42@@)][(32@@)][(42@@[(45@@)])])][(21@@[(32@@[(32@@)][(42@@[(27@@[(45@@)][(-1@@)][(32@@[(42@@)][(42@@)])][(45@@)][(32@@[(42@@)][(42@@)])][(45@@)][(32@@[(42@@)][(42@@)])])])])])][(18@@)])]
+[(24@@[(58@@[(39@@)][(59@@[(42@@)][(34@@)])])][(27@@[(42@@)][(-1@@)][(42@@)])][(37@@[(42@@)][(-1@@)])][(21@@[(7@@[(42@@)][(-1@@)][(27@@[(11@@[(39@@)][(36@@[(27@@[(-1@@)][(27@@[(42@@)][(-1@@)][(42@@)])][(42@@)])])])][(-1@@)][(11@@[(39@@)][(42@@)])])])])])]
+[(24@@[(58@@[(39@@)][(59@@[(42@@)][(34@@)])])][(27@@[(42@@)][(-1@@)][(32@@)])][(37@@[(42@@)][(-1@@)])][(25@@[(38@@[(-1@@)][(32@@[(32@@[(42@@)])][(42@@)])])][(21@@[(7@@[(42@@)][(-1@@)][(34@@)])])][(41@@[(9@@)])])])]
+[(24@@[(58@@[(39@@)][(59@@[(42@@)][(34@@)])])][(27@@[(42@@)][(-1@@)][(40@@[(42@@)][(42@@)])])][(38@@[(-1@@)][(42@@)])][(21@@[(7@@[(42@@)][(-1@@)][(32@@[(42@@)][(42@@[(42@@)][(2@@[(42@@)][(42@@)])][(2@@[(42@@)][(42@@)])])])])])])]
+[(24@@[(58@@[(39@@)][(59@@[(42@@)][(34@@)])])][(27@@[(42@@)][(-1@@)][(40@@[(42@@)][(42@@)])])][(37@@[(42@@)][(-1@@)])][(21@@)])]
+[(24@@)]
+[(24@@[(58@@[(39@@)][(59@@[(42@@)][(34@@)])])][(27@@[(42@@)][(-1@@)][(40@@[(42@@)][(42@@)])])][(37@@[(42@@)][(-1@@)])][(21@@[(7@@[(2@@[(42@@)][(42@@)])][(-1@@)][(2@@[(42@@)][(42@@)])])])])]
+[(24@@[(32@@[(42@@)][(42@@)])])]
+[(24@@[(58@@[(39@@)][(59@@[(42@@)][(34@@)])])][(27@@[(42@@)][(-1@@)][(42@@)])][(37@@[(42@@)][(-1@@)])][(21@@[(32@@)])])]
+[(24@@[(27@@[(42@@)])])]
+[(24@@[(58@@[(39@@)][(59@@[(42@@)][(34@@)])])][(27@@[(42@@)][(-1@@)][(32@@)])][(37@@[(42@@)][(-1@@)])][(25@@[(38@@[(-1@@)][(32@@[(32@@[(42@@)])][(42@@)])])][(41@@[(9@@)])])])]
+[(61@@[(32@@[(42@@)][(42@@[(45@@)])])][(21@@[(7@@[(42@@)][(-1@@)][(32@@[(42@@)][(42@@[(45@@)][(45@@)])])])])][(21@@[(37@@[(42@@)][(-1@@)])])])]
+[(61@@[(27@@[(32@@[(42@@)][(42@@[(34@@)])])][(-1@@)][(13@@)])][(21@@[(7@@[(42@@)][(-1@@)][(32@@[(42@@)][(42@@[(34@@)])])])])])]
+[(61@@[(27@@[(36@@[(7@@[(32@@[(42@@)])])])])])]
+[(61@@[(27@@[(32@@[(42@@)][(42@@)])][(-1@@)][(34@@)])][(21@@)][(21@@[(7@@[(42@@)][(-1@@)][(32@@[(42@@)][(32@@)][(42@@[(34@@)])])])])])]
+[(61@@)]
+[(61@@[(32@@[(42@@)])][(21@@[(32@@[(42@@[(32@@[(42@@)])])])])])]
+[(61@@[(27@@[(27@@[(42@@)])])])]
+[(61@@[(27@@[(-1@@)])])]
+[(61@@[(21@@)][(32@@[(42@@)][(42@@)])][(60@@[(43@@)][(59@@[(42@@)][(32@@[(42@@)][(42@@)])])])])]
+[(61@@[(32@@)])]
+[(61@@[(27@@[(42@@)][(-1@@)][(42@@)])][(21@@[(7@@[(42@@)][(-1@@)][(42@@)])])][(21@@[(38@@[(-1@@)][(42@@)])])])]
+[(70@@[(44@@[(43@@)][(42@@)][(74@@[(43@@)][(43@@)][(74@@[(43@@)][(43@@)][(43@@)])])])][(32@@[(42@@)])][(60@@[(43@@)][(59@@[(42@@)][(32@@[(42@@)][(42@@)])])])])]
+[(70@@[(44@@[(43@@)][(42@@)])][(32@@[(42@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(42@@)])][(42@@)])])])])])])]
+[(70@@[(44@@[(43@@)][(42@@)])][(42@@)][(60@@[(74@@[(43@@)][(43@@)])][(59@@[(42@@)][(32@@[(42@@)][(42@@[(42@@)])])])])][(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(42@@)])])])])])])]
+[(70@@[(21@@)][(44@@[(83@@)][(43@@)][(42@@)])][(32@@[(42@@)][(42@@)])])]
+[(70@@[(44@@[(43@@)][(42@@)])][(42@@)][(21@@[(32@@)])])]
+[(70@@[(44@@[(42@@)])][(25@@[(27@@[(38@@[(32@@[(42@@[(42@@)])])])][(32@@[(42@@[(42@@)])])])][(21@@[(32@@[(42@@[(42@@)])])])])])]
+[(70@@[(44@@[(43@@)][(42@@)])][(42@@)][(21@@)])]
+[(70@@)]
+[(70@@[(44@@[(43@@)][(42@@)])][(42@@)][(21@@[(32@@[(42@@)][(42@@[(42@@)])])])])]
+[(70@@[(32@@[(42@@)][(42@@)])])]
+[(70@@[(44@@[(43@@)])])]
+[(70@@[(44@@[(83@@)][(43@@)][(42@@)])][(42@@)][(21@@[(32@@[(42@@)][(42@@[(42@@)][(42@@)])])])])]
+[(70@@[(42@@)])]
+[(70@@[(44@@[(43@@)][(42@@)])][(42@@)][(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(42@@)])][(42@@)])])])])]
+[(70@@[(32@@[(42@@)][(42@@)])][(42@@)])]
+[(70@@[(44@@[(43@@)][(42@@)])][(32@@[(42@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(42@@)])])])])])]
+[(10@@)]
+[(17@@)]
+[(17@@[(42@@)][(42@@)][(33@@)])]
+[(17@@[(36@@[(16@@[(27@@[(42@@)][(-1@@)][(33@@)])][(32@@[(42@@)][(42@@)])][(45@@)])])][(45@@)])]
+[(17@@[(42@@)])]
+[(17@@[(33@@)][(33@@)][(40@@[(40@@[(42@@)][(42@@)])][(42@@)])][(40@@[(40@@[(42@@)][(42@@)])][(42@@)])])]
+[(71@@[(83@@)][(42@@)][(72@@[(42@@)])][(72@@[(42@@)])][(72@@[(42@@)])])]
+[(71@@[(83@@)])]
+[(18@@)]
+[(31@@[(83@@)][(39@@)][(42@@)][(44@@[(43@@)][(42@@)])][(44@@[(43@@)][(42@@)])][(44@@[(39@@)][(42@@)])][(44@@[(39@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(42@@)][(27@@[(38@@[(-1@@)][(34@@)])][(-1@@)][(42@@)])])])])][(60@@[(39@@)][(59@@[(42@@)][(32@@[(42@@)][(42@@[(42@@)])])])])][(60@@[(39@@)][(59@@[(42@@)][(32@@[(42@@)][(42@@[(42@@)])])])])][(25@@[(27@@[(42@@)][(-1@@)][(42@@)])][(60@@[(39@@)][(59@@[(42@@)][(27@@[(42@@)][(-1@@)][(42@@)])])])][(21@@[(32@@[(42@@)][(42@@[(42@@)][(42@@)])])])][(41@@[(42@@)])][(41@@[(34@@)])])])]
+[(31@@[(83@@)][(39@@)][(42@@)][(44@@[(43@@)][(42@@)])][(25@@[(27@@[(42@@)][(-1@@)][(52@@)])][(41@@[(9@@)])])][(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(41@@[(9@@)])])][(25@@[(38@@[(-1@@)][(48@@[(42@@)][(42@@)])])][(41@@[(9@@)])])][(25@@[(32@@[(42@@)][(42@@[(32@@)][(32@@[(42@@)][(42@@)])])])][(41@@[(9@@)])])][(60@@[(43@@)][(59@@[(42@@)][(11@@[(43@@)][(42@@)])])])][(25@@[(32@@[(42@@)][(42@@[(42@@)][(40@@[(42@@)][(42@@)])])])][(41@@[(9@@)])])][(25@@[(32@@[(42@@)][(42@@[(42@@)][(40@@[(42@@)][(42@@)])])])][(41@@[(9@@)])])][(41@@[(9@@)])])]
+[(31@@[(83@@)][(43@@)][(42@@)][(44@@[(43@@)][(42@@)])][(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(41@@[(33@@)])])][(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(32@@[(32@@[(42@@)][(42@@)])])][(32@@[(34@@)][(40@@[(42@@)][(42@@)])])][(42@@)])])])])][(41@@[(42@@)])])]
+[(31@@[(44@@[(42@@)])][(60@@[(74@@[(43@@)][(43@@)])][(59@@[(42@@)][(14@@[(-2@@)][(74@@[(43@@)][(43@@)])])])])][(21@@[(32@@[(42@@[(42@@)])])])][(60@@[(74@@[(43@@)][(5@@[(43@@)])])][(59@@[(42@@)][(32@@[(42@@)])])])][(25@@[(38@@[(-1@@)][(32@@[(42@@)][(42@@)])])][(70@@[(44@@[(5@@[(43@@)])][(42@@)])][(42@@)][(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@[(2@@[(42@@)][(34@@)])])])])])])])])][(41@@[(32@@)][(42@@)])])]
+[(31@@[(83@@)][(39@@)][(42@@)][(44@@[(43@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(42@@)][(45@@)])])])][(21@@[(7@@[(22@@[(52@@)][(42@@)])][(-1@@)][(42@@)])])])]
+[(31@@[(83@@)][(42@@)][(44@@[(43@@)][(42@@)])][(46@@[(42@@)][(42@@)])][(21@@[(32@@[(42@@[(14@@[(40@@[(42@@)][(42@@)])])])])])][(21@@[(32@@)])])]
+[(31@@[(83@@)][(43@@)][(42@@)][(44@@[(43@@)][(42@@)])][(60@@[(43@@)][(59@@[(42@@)][(33@@)])])][(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(21@@[(7@@[(42@@)][(-1@@)][(14@@[(-2@@)][(43@@)][(42@@)])])])])][(41@@[(42@@)])])]
+[(31@@[(83@@)][(39@@)][(42@@)][(41@@[(27@@[(42@@)][(-1@@)][(42@@)])])])]
+[(31@@[(44@@[(43@@)][(42@@)])][(21@@[(7@@[(22@@[(52@@)][(42@@)])][(-1@@)][(42@@)])])])]
+[(31@@[(83@@)][(39@@)][(42@@)][(44@@[(39@@)][(42@@)])])]
+[(31@@[(83@@)][(83@@)][(39@@)][(42@@)][(44@@[(39@@)][(42@@)])][(44@@[(39@@)][(42@@)])][(41@@[(36@@[(16@@[(27@@[(42@@)][(-1@@)][(42@@)])][(38@@[(-1@@)][(34@@)])][(36@@[(16@@[(27@@[(42@@)][(-1@@)][(42@@)])][(34@@)][(34@@)])])])])])])]
+[(31@@[(83@@)][(39@@)][(42@@)][(44@@[(74@@[(43@@)][(43@@)])][(42@@)])][(21@@[(7@@[(22@@[(52@@)][(42@@)])][(-1@@)][(42@@)])])])]
+[(31@@[(83@@)][(43@@)][(42@@)][(44@@[(43@@)][(42@@)])][(54@@[(60@@[(74@@[(43@@)][(76@@)])][(59@@[(42@@)][(11@@[(74@@[(43@@)][(76@@)])][(32@@[(42@@)][(42@@[(42@@)])])])])])][(41@@[(32@@[(42@@)][(42@@[(42@@)][(14@@[(-2@@)][(43@@)])])])])][(12@@[(44@@[(43@@)][(42@@)])][(53@@[(14@@[(-2@@)][(43@@)][(27@@[(45@@)][(-1@@)][(42@@)])])])])])])]
+[(31@@[(44@@[(42@@)])][(21@@[(32@@[(42@@)])])])]
+[(31@@[(83@@)][(39@@)][(42@@)][(44@@[(43@@)][(42@@)])][(44@@[(43@@)][(42@@)])][(43@@)][(21@@[(32@@[(42@@)][(42@@[(42@@)][(42@@)])])])])]
+[(31@@)]
+[(31@@[(83@@)][(39@@)][(42@@)][(21@@[(32@@)])][(21@@[(32@@[(42@@)][(42@@)])])])]
+[(31@@[(83@@)][(39@@)][(42@@)][(60@@[(43@@)][(59@@[(42@@)][(32@@)])])][(41@@[(27@@[(27@@[(42@@)][(-1@@)][(33@@)])][(-1@@)][(32@@[(42@@)][(42@@)])])])])]
+[(31@@[(39@@)][(42@@)][(44@@[(43@@)][(42@@)])][(60@@[(43@@)][(59@@[(42@@)][(32@@[(42@@)][(42@@[(42@@)])])])])][(41@@[(16@@[(27@@[(42@@)][(-1@@)][(33@@)])][(9@@)][(32@@[(42@@)][(42@@[(9@@)][(9@@)])])])])])]
+[(31@@[(83@@)][(43@@)][(42@@)][(41@@[(32@@[(42@@)][(42@@)])])])]
+[(31@@[(83@@)][(39@@)][(42@@)][(44@@[(43@@)][(42@@)])][(44@@[(43@@)][(42@@)])][(44@@[(43@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(42@@)][(42@@)][(9@@)][(42@@)])])])])]
+[(31@@[(41@@[(32@@[(42@@[(14@@)])])])][(44@@[(5@@[(39@@)])][(42@@)])][(60@@[(83@@)][(43@@)][(59@@[(42@@)][(14@@[(-2@@)][(43@@)][(1@@[(23@@[(83@@)][(83@@)][(43@@)][(59@@[(42@@)][(14@@[(-2@@)][(43@@)])])])][(31@@[(83@@)][(39@@)][(42@@)][(44@@[(39@@)][(42@@)])][(44@@[(5@@[(39@@)])][(42@@)])][(60@@[(39@@)][(59@@[(42@@)][(40@@[(42@@)][(42@@)])])])][(54@@[(21@@[(7@@[(42@@)][(-1@@)][(32@@[(42@@)][(42@@[(42@@)][(42@@)])])])])][(12@@[(44@@[(43@@)][(42@@)])])])][(41@@[(42@@)])])][(31@@[(83@@)][(5@@[(39@@)])][(42@@)][(44@@[(39@@)][(42@@)])][(44@@[(5@@[(39@@)])][(42@@)])][(60@@[(5@@[(39@@)])][(59@@[(42@@)][(4@@[(40@@[(42@@)][(42@@)])][(40@@[(42@@)][(42@@)])][(40@@[(42@@)][(42@@)])])])])][(54@@[(21@@[(7@@[(42@@)][(-1@@)][(32@@[(42@@)][(42@@[(42@@)][(42@@)])])])])][(12@@[(44@@[(43@@)][(42@@)])])])][(41@@[(42@@)])])])])])])][(41@@[(32@@[(42@@[(42@@)][(42@@)])])])])]
+[(31@@[(83@@)][(39@@)][(42@@)][(44@@[(83@@)][(39@@)][(42@@)])][(60@@[(39@@)][(59@@[(42@@)][(27@@[(32@@)][(-1@@)][(42@@)])])])][(60@@[(43@@)][(59@@[(42@@)][(32@@[(42@@[(42@@)])])])])][(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(41@@[(34@@)])])][(24@@[(58@@[(39@@)][(59@@[(42@@)][(32@@)])])][(27@@[(42@@)][(-1@@)][(42@@)])][(37@@[(42@@)][(-1@@)])][(25@@[(27@@[(32@@[(42@@)][(42@@[(42@@)][(42@@)])])][(34@@)])][(41@@[(34@@)])])])][(41@@)])]
+[(31@@[(83@@)][(43@@)][(42@@)][(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(54@@[(60@@[(5@@[(74@@[(43@@)][(76@@)])])][(59@@[(42@@)][(32@@[(42@@)][(42@@[(32@@[(57@@)][(42@@)])][(33@@)])])])])][(70@@[(44@@[(74@@[(43@@)][(76@@)])][(42@@)])][(42@@)][(41@@[(11@@[(43@@)][(32@@[(42@@)][(42@@[(42@@)])])])])])][(41@@[(33@@)])][(12@@[(44@@[(43@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(45@@)])])])][(41@@[(33@@)])])])][(41@@[(42@@)])])])]
+[(31@@[(60@@)][(83@@)][(74@@[(43@@)][(43@@)])][(42@@)][(44@@[(43@@)][(42@@)])][(44@@[(74@@[(43@@)][(43@@)])][(42@@)])][(70@@[(44@@[(43@@)][(42@@)])][(42@@)][(25@@[(27@@[(32@@[(42@@)][(32@@)][(42@@[(42@@)])])][(-1@@)][(33@@)])][(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(32@@)][(42@@)])])])])])])][(41@@[(42@@)])])]
+[(31@@[(83@@)][(74@@[(43@@)][(43@@)])][(42@@)][(44@@[(74@@[(43@@)][(43@@)])][(42@@)])][(60@@[(74@@[(43@@)][(43@@)])][(59@@[(42@@)][(33@@)])])][(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(21@@[(7@@[(42@@)][(-1@@)][(14@@[(-2@@)][(74@@[(43@@)][(43@@)])])])])][(70@@[(44@@[(43@@)][(42@@)])][(42@@)][(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@[(42@@)])])])])])])])][(41@@[(42@@)])])]
+[(31@@[(83@@)][(39@@)][(42@@)][(44@@[(43@@)][(42@@)])][(44@@[(83@@)][(43@@)][(42@@)])][(43@@)][(60@@[(83@@)][(43@@)][(59@@[(42@@)][(32@@[(42@@[(42@@)])])])])][(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(21@@[(32@@[(42@@)][(42@@[(86@@[(21@@[(32@@[(42@@)][(32@@)][(42@@[(42@@)])])])][(41@@[(33@@)])])][(32@@[(42@@[(42@@)])])])])])])])]
+[(31@@[(42@@)][(44@@[(74@@[(43@@)][(76@@)])][(42@@)])][(44@@[(43@@)][(42@@)])][(21@@[(7@@[(22@@[(52@@)][(42@@)])][(-1@@)][(42@@)])])][(21@@[(7@@[(22@@[(52@@)][(42@@)])][(-1@@)][(42@@)])])])]
+[(31@@[(83@@)][(42@@)][(44@@[(43@@)][(42@@)])][(44@@[(43@@)][(42@@)])][(21@@[(7@@[(22@@[(52@@)][(42@@)])][(-1@@)][(42@@)])])][(21@@[(7@@[(22@@[(52@@)][(42@@)])][(-1@@)][(42@@)])])])]
+[(31@@[(44@@[(39@@)][(42@@)])])]
+[(31@@[(83@@)][(43@@)][(42@@)][(44@@[(43@@)][(42@@)])][(43@@)][(41@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(42@@)])])])])])]
+[(31@@[(83@@)][(83@@)])]
+[(31@@[(83@@)][(39@@)][(42@@)][(44@@[(43@@)][(42@@)])][(21@@[(32@@[(42@@[(42@@)][(9@@)])])])])]
+[(31@@[(83@@)])]
+[(31@@[(83@@)][(39@@)][(42@@)][(44@@[(43@@)][(42@@)])][(44@@[(43@@)][(42@@)])][(44@@[(43@@)][(42@@)])])]
+[(31@@[(39@@)][(43@@)][(41@@[(52@@)])])]
+[(31@@[(83@@)][(39@@)][(42@@)][(41@@[(16@@[(27@@[(42@@)][(-1@@)][(33@@)])][(34@@)][(32@@[(42@@)][(42@@)])])])])]
+[(31@@[(39@@)][(42@@)][(41@@[(27@@[(27@@[(27@@[(42@@)][(-1@@)][(33@@)])][(-1@@)][(27@@[(42@@)][(-1@@)][(33@@)])])][(-1@@)][(27@@[(22@@[(52@@)][(42@@)])][(-1@@)][(33@@)])])])])]
+[(31@@[(83@@)][(39@@)][(42@@)][(43@@)][(54@@[(21@@[(32@@)])][(12@@[(44@@[(43@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(27@@[(45@@)][(-1@@)][(32@@[(42@@)][(42@@)])])][(42@@)])])])][(21@@[(32@@)])])])])]
+[(21@@[(7@@[(14@@[(14@@[(-2@@)][(43@@)][(1@@[(31@@[(83@@)][(43@@)][(42@@)][(44@@[(43@@)][(42@@)])][(60@@[(43@@)][(59@@[(42@@)][(14@@[(-2@@)][(43@@)][(42@@)])])])][(21@@[(32@@[(42@@)][(42@@[(27@@[(42@@)][(-1@@)][(45@@)][(32@@[(42@@)][(42@@)])])])])])][(41@@[(42@@)])])])])])])])]
+[(21@@[(7@@[(27@@[(36@@[(27@@[(27@@[(-1@@)][(32@@[(42@@)][(42@@)])])][(-1@@)][(27@@[(32@@[(42@@)][(42@@)])][(-1@@)][(32@@[(42@@)][(42@@)])])])])][(32@@)])])])]
+[(21@@[(7@@[(42@@)][(-1@@)][(27@@[(36@@[(16@@[(27@@[(42@@)][(-1@@)][(34@@)])][(27@@[(42@@)][(-1@@)][(42@@)])][(42@@)])])][(-1@@)][(42@@)])])])]
+[(21@@[(32@@[(42@@)][(42@@[(27@@[(45@@)][(-1@@)][(45@@)][(42@@)])])])])]
+[(21@@[(7@@[(42@@)][(-1@@)][(32@@[(42@@)][(42@@[(42@@)][(32@@[(40@@)][(42@@)])])])])])]
+[(21@@[(32@@[(42@@)][(32@@[(42@@)])][(42@@[(45@@)])])])]
+[(21@@[(32@@[(42@@)][(42@@[(2@@[(42@@)][(34@@)])][(2@@[(42@@)][(34@@)])][(32@@[(42@@)][(42@@)])][(32@@[(42@@)][(42@@)])])])])]
+[(21@@[(32@@[(42@@[(42@@)][(42@@)])][(32@@)])])]
+[(21@@[(32@@[(42@@)][(42@@[(42@@)][(14@@[(-2@@)][(43@@)][(42@@)][(27@@[(32@@[(42@@)][(42@@[(34@@)])])][(-1@@)][(34@@)])][(27@@[(32@@[(42@@)][(42@@[(34@@)])])][(-1@@)][(32@@[(42@@)][(42@@[(34@@)])])][(34@@)])][(42@@)])])])])]
+[(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(32@@)][(32@@[(42@@)])][(32@@[(42@@)])][(32@@[(27@@[(45@@)][(-1@@)][(45@@)])])][(42@@)])])])])]
+[(21@@)]
+[(21@@[(32@@)][(7@@[(22@@[(52@@)][(42@@)])][(-1@@)][(32@@[(42@@)][(42@@)])])])]
+[(21@@[(32@@[(42@@[(42@@)][(14@@[(-2@@)][(43@@)][(14@@[(-2@@)][(43@@)][(45@@)])][(14@@[(-2@@)][(43@@)][(42@@)][(14@@[(-2@@)][(43@@)][(45@@)])])])])])])]
+[(21@@[(14@@[(-2@@)][(43@@)][(42@@)][(1@@[(31@@[(83@@)][(43@@)][(42@@)][(44@@[(43@@)][(42@@)])][(43@@)][(21@@[(32@@[(42@@)][(42@@[(40@@[(42@@)][(42@@)])][(45@@)])])])][(41@@[(48@@[(42@@)][(42@@)])])])])])])]
+[(21@@[(32@@[(42@@)][(42@@[(40@@[(42@@)][(42@@)])][(45@@)])])])]
+[(21@@[(7@@[(27@@[(32@@[(42@@)][(42@@[(22@@[(52@@)][(42@@)])])])][(36@@[(16@@[(27@@[(22@@[(52@@)][(42@@)])][(-1@@)][(33@@)])][(34@@)][(32@@[(22@@)][(42@@)])])])])])])]
+[(21@@[(7@@[(2@@[(40@@[(42@@)][(42@@)])][(42@@)])][(27@@[(36@@[(27@@[(36@@[(27@@[(2@@[(42@@)][(42@@)])][(-1@@)][(34@@)])])][(-1@@)][(2@@[(40@@[(42@@)][(42@@)])][(42@@)])])])][(-1@@)][(36@@[(27@@[(2@@[(40@@[(42@@)][(42@@)])][(42@@)])][(-1@@)][(36@@[(27@@[(2@@[(42@@)][(42@@)])][(-1@@)][(34@@)])])])])][(36@@[(27@@)])])])])]
+[(21@@[(7@@[(42@@)][(-1@@)][(16@@[(36@@[(27@@[(32@@[(42@@)][(32@@)][(42@@)])][(-1@@)][(40@@[(42@@)][(42@@)])])])][(32@@[(42@@[(32@@[(42@@)][(32@@[(34@@)])][(32@@)][(42@@)])])])][(42@@)])])])]
+[(21@@[(32@@[(42@@)][(42@@[(40@@[(40@@[(40@@[(40@@[(40@@[(40@@[(40@@[(40@@[(40@@[(42@@)][(42@@)])][(42@@)])][(42@@)])][(42@@)])][(42@@)])][(42@@)])][(42@@)])][(42@@)])][(42@@)])])])])]
+[(21@@[(7@@[(42@@)][(9@@)])])]
+[(21@@[(32@@[(42@@[(32@@)][(27@@[(32@@[(42@@)][(32@@)][(42@@)])][(-1@@)][(45@@)][(32@@[(42@@)][(32@@)][(42@@)])])])])])]
+[(21@@[(7@@[(14@@)])])]
+[(21@@[(32@@[(42@@)][(42@@[(42@@)][(42@@)][(42@@)][(42@@)][(42@@)][(45@@)][(9@@)][(9@@)])])])]
+[(21@@[(32@@)])]
+[(21@@[(32@@[(42@@[(14@@[(40@@)][(16@@[(42@@)][(40@@[(42@@)][(42@@)])][(40@@[(42@@)][(42@@)])])])])])])]
+[(21@@[(32@@[(42@@[(22@@[(42@@)])])])])]
+[(21@@[(32@@[(42@@)][(42@@[(32@@[(42@@)][(32@@)][(32@@[(42@@)])][(32@@[(42@@)])][(32@@[(45@@)])][(42@@)])])])])]
+[(21@@[(7@@[(27@@[(38@@[(-1@@)][(42@@)])])][(27@@[(36@@[(27@@[(27@@[(42@@)][(-1@@)][(42@@)])][(-1@@)][(27@@[(-1@@)][(42@@)][(42@@)][(42@@)])])])][(-1@@)][(36@@[(27@@[(42@@)][(-1@@)][(42@@)])])])])])]
+[(54@@[(21@@[(32@@[(42@@)][(42@@)])])][(21@@[(32@@[(42@@)][(42@@[(42@@)])])])][(41@@[(42@@)])][(12@@[(44@@[(43@@)][(42@@)])][(41@@[(42@@)])])])]
+[(54@@[(8@@[(25@@[(42@@)][(21@@[(32@@[(42@@)][(42@@[(42@@)])])])])])])]
+[(54@@[(21@@)][(12@@[(44@@[(43@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(42@@)])])])])])]
+[(54@@[(41@@)][(8@@[(21@@[(32@@[(42@@[(42@@)])])])])])]
+[(54@@[(21@@)][(21@@)][(8@@)][(41@@)][(12@@[(44@@[(43@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(42@@)])])])][(53@@[(42@@)])])])]
+[(54@@[(21@@)][(12@@[(44@@[(43@@)][(42@@)])])])]
+[(54@@[(25@@[(27@@[(62@@[(42@@)][(-3@@)][(43@@)])][(-1@@)][(38@@[(-1@@)][(32@@[(42@@[(42@@)])])])])][(21@@[(32@@[(42@@)][(42@@[(45@@)][(32@@[(42@@)][(42@@)])])])])])][(41@@[(32@@)])][(8@@[(21@@[(32@@[(42@@[(42@@)])])])])])]
+[(54@@[(21@@[(7@@[(42@@)][(-1@@)][(32@@[(42@@)][(42@@)])])])][(12@@[(44@@[(43@@)][(42@@)])][(53@@[(14@@[(-2@@)][(43@@)][(42@@)])])])])]
+[(54@@)]
+[(54@@[(21@@)][(12@@[(44@@[(43@@)][(42@@)])][(53@@[(32@@[(42@@[(42@@)])])])])])]
+[(54@@[(21@@)][(8@@[(21@@[(32@@[(42@@)][(42@@[(42@@)])])])])])]
+[(54@@[(21@@[(7@@[(42@@)][(-1@@)][(14@@[(-2@@)][(43@@)][(42@@)][(42@@)])])])][(21@@)][(8@@[(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(21@@[(32@@[(42@@)][(42@@)])])])])])]
+[(54@@[(60@@[(43@@)][(59@@[(42@@)][(32@@[(42@@)][(42@@[(40@@[(42@@)][(42@@)])][(42@@)][(9@@)])])])])][(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(21@@[(32@@[(42@@)][(42@@[(14@@[(-2@@)][(43@@)][(42@@)])])])])])][(12@@[(44@@[(43@@)][(42@@)])][(53@@[(14@@[(-2@@)][(43@@)][(32@@[(40@@)][(42@@[(42@@)])])])])])])]
+[(54@@[(60@@[(43@@)][(59@@[(42@@)][(32@@[(42@@)][(42@@[(40@@[(42@@)][(42@@)])][(42@@)][(9@@)])])])])][(25@@[(27@@[(42@@)][(-1@@)][(33@@)])][(21@@[(32@@[(42@@)][(42@@[(14@@[(-2@@)][(43@@)][(42@@)])])])])][(21@@[(32@@[(42@@)][(42@@[(14@@[(-2@@)][(43@@)][(42@@)])])])])])][(12@@[(44@@[(43@@)][(42@@)])][(53@@[(14@@[(-2@@)][(43@@)][(32@@[(40@@)][(42@@[(42@@)])])])])])])]
+[(54@@[(21@@[(7@@[(32@@)][(42@@)][(-1@@)])])][(12@@[(44@@[(43@@)][(42@@)])][(25@@[(32@@[(42@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(27@@[(45@@)][(-1@@)][(42@@)][(45@@)])][(42@@)])])])])])])]
+[(54@@[(21@@)][(8@@[(21@@)])])]
+[(54@@[(58@@[(43@@)][(59@@[(42@@)][(14@@[(-2@@)][(43@@)][(42@@)])])])][(21@@[(32@@[(42@@)][(42@@[(42@@)][(42@@)])])])])]
+[(54@@[(21@@)][(21@@)])]
+[(54@@[(21@@)][(12@@[(44@@[(43@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(45@@)][(42@@)])])])])])]
+[(54@@[(60@@)])]
+[(54@@[(12@@[(44@@[(43@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(9@@)])])])][(53@@[(42@@)])])][(21@@)])]
+[(54@@[(12@@[(44@@[(43@@)][(42@@)])])])]
+[(54@@[(21@@)][(12@@[(44@@[(84@@[(43@@)][(43@@)])][(42@@)])][(21@@[(32@@[(42@@)][(42@@)])])][(53@@[(42@@)])])])]
+[(54@@[(21@@[(7@@[(42@@)][(-1@@)][(32@@[(52@@)][(42@@)])])])][(12@@[(44@@[(43@@)][(42@@)])][(21@@[(32@@[(42@@)][(42@@[(45@@)][(42@@)])])])][(21@@[(7@@[(22@@[(52@@)][(42@@)])][(-1@@)][(42@@)])])])])]
+[(6@@[(27@@[(27@@[(42@@)][(-1@@)][(34@@)])][(-1@@)][(27@@[(42@@)][(-1@@)][(42@@)])])])]
+[(6@@[(36@@[(27@@)])])]
+[(6@@[(27@@)])]
+[(6@@[(27@@[(42@@)][(-1@@)][(33@@)])])]
+[(53@@[(14@@[(45@@)][(27@@[(45@@)][(-1@@)][(32@@[(42@@)][(42@@)])])])])]
+[(53@@[(14@@[(32@@[(42@@[(27@@[(32@@)][(32@@[(42@@[(32@@[(42@@)][(42@@)])])])])])])])])]
+[(53@@[(14@@[(27@@[(45@@)][(-1@@)][(42@@)][(45@@)])])])]
+[(53@@[(14@@[(42@@)][(32@@[(42@@[(42@@)])])])])]
+[(53@@)]
+[(53@@[(14@@[(-2@@)][(43@@)][(27@@[(45@@)][(-1@@)][(42@@)][(45@@)][(42@@)])])])]
+[(53@@[(14@@[(-2@@)][(43@@)][(27@@[(45@@)][(-1@@)][(42@@)])])])]
+[(53@@[(14@@[(27@@[(45@@)])])])]
+[(53@@[(14@@[(45@@)])])]
+[(53@@[(42@@)])]
+[(53@@[(14@@[(27@@[(32@@[(42@@)])])])])]
+[(23@@[(83@@)][(43@@)][(59@@[(42@@)][(14@@[(-2@@)][(43@@)][(9@@)])])])]
+[(23@@[(83@@)][(83@@)][(83@@)][(39@@)][(59@@[(42@@)][(27@@[(42@@)][(-1@@)][(42@@)])])])]
+[(23@@[(83@@)][(83@@)][(43@@)][(59@@[(42@@)][(33@@)])])]
+[(23@@[(83@@)][(83@@)][(83@@)][(5@@[(39@@)])][(59@@[(42@@)][(3@@[(5@@[(39@@)])][(4@@[(34@@)][(34@@)][(34@@)][(34@@)])])])])]
+[(23@@[(59@@[(27@@[(45@@)][(45@@)][(45@@)])])])]
+[(23@@[(83@@)][(83@@)][(74@@[(43@@)][(74@@[(43@@)][(76@@)])])][(59@@[(42@@)][(14@@[(-2@@)][(74@@[(43@@)][(74@@[(43@@)][(76@@)])])])])])]
+[(23@@)]
+[(23@@[(83@@)][(83@@)][(83@@)][(43@@)][(59@@[(42@@)][(32@@[(57@@)][(42@@)])])])]
+[(23@@[(83@@)][(83@@)][(43@@)][(59@@[(42@@)][(32@@[(14@@[(-2@@)][(43@@)][(40@@[(42@@)][(42@@)])][(40@@[(42@@)][(42@@)])][(9@@)])][(32@@)][(42@@)])])])]
+[(23@@[(83@@)][(83@@)][(83@@)][(39@@)][(59@@[(42@@)][(42@@)])])]
+[(23@@[(59@@[(14@@[(45@@)])])])]
+[(23@@[(83@@)][(83@@)][(74@@[(43@@)][(43@@)][(43@@)])][(59@@[(42@@)][(14@@[(-2@@)][(74@@[(43@@)][(43@@)][(43@@)])])])])]
+[(23@@[(43@@)][(39@@)])]
+[(23@@[(83@@)][(83@@)][(43@@)][(59@@[(42@@)][(32@@[(42@@)][(42@@[(32@@[(57@@)][(42@@)])])])])])]
+[(23@@[(83@@)])]
+[(23@@[(59@@[(32@@[(32@@[(14@@[(-2@@)][(43@@)][(34@@)][(40@@[(42@@)][(42@@)])][(9@@)][(9@@)])])])])])]
+[(23@@[(59@@[(32@@[(32@@[(45@@)])])])])]
+[(23@@[(83@@)][(74@@[(43@@)][(43@@)][(43@@)])][(59@@[(42@@)][(14@@[(-2@@)][(74@@[(43@@)][(43@@)][(43@@)])])])])]
diff --git a/pom.xml b/pom.xml
old mode 100644
new mode 100755
index e783f0d..6f93ad0
--- a/pom.xml
+++ b/pom.xml
@@ -107,8 +107,51 @@
             <version>4.11</version>
         </dependency>
 
+		<!-- https://mvnrepository.com/artifact/org.apache.lucene/lucene-core -->
+		<dependency>
+			<groupId>org.apache.lucene</groupId>
+			<artifactId>lucene-core</artifactId>
+			<version>4.8.0</version>
+		</dependency>
+		<!-- https://mvnrepository.com/artifact/org.apache.lucene/lucene-analyzers-common -->
+		<dependency>
+			<groupId>org.apache.lucene</groupId>
+			<artifactId>lucene-analyzers-common</artifactId>
+			<version>4.8.0</version>
+		</dependency>
+		<!-- https://mvnrepository.com/artifact/org.apache.commons/commons-math3 -->
+		<dependency>
+			<groupId>org.apache.commons</groupId>
+			<artifactId>commons-math3</artifactId>
+			<version>3.6.1</version>
+		</dependency>
 
-    </dependencies>
+		<!-- https://mvnrepository.com/artifact/com.thoughtworks.xstream/xstream -->
+		<dependency>
+			<groupId>com.thoughtworks.xstream</groupId>
+			<artifactId>xstream</artifactId>
+			<version>1.3.1</version>
+		</dependency>
+		<dependency>
+			<groupId>commons-io</groupId>
+			<artifactId>commons-io</artifactId>
+			<version>2.4</version>
+		</dependency>
+
+		<dependency>
+			<groupId>org.redisson</groupId>
+			<artifactId>redisson</artifactId>
+			<version>3.3.0</version>
+		</dependency>
+		<dependency>
+			<groupId>org.eclipse.jetty</groupId>
+			<artifactId>jetty-util</artifactId>
+			<version>9.4.4.v20170414</version>
+			<scope>compile</scope>
+		</dependency>
+
+
+	</dependencies>
 
 	<build>
 		<plugins>
@@ -149,3 +192,8 @@
 		</plugins>
 	</build>
 </project>
+
+		<!--edu.lu.uni.serval.fixminer.Launcher
+		edu.lu.uni.serval.fixminer.akka.compare.CompareTrees
+edu.lu.uni.serval.utils.ClusterToPattern
+		-->
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/Launcher.java b/src/main/java/edu/lu/uni/serval/fixminer/Launcher.java
old mode 100644
new mode 100755
index 79e1c22..74579aa
--- a/src/main/java/edu/lu/uni/serval/fixminer/Launcher.java
+++ b/src/main/java/edu/lu/uni/serval/fixminer/Launcher.java
@@ -71,14 +71,15 @@ public class Launcher {
         pairsPath = datasetPath + "/pairs";
         dumpsName = "dumps-"+pjName+".rdb";
         int iCursor =  Integer.valueOf(cursor);
+//        jobType = "CACHE";
 
         try {
             switch (jobType) {
                 case "ENHANCEDASTDIFF":
-                    EnhancedASTDiff.main(gumInput, gumOutput, numOfWorkers, pjName, eDiffTimeout,actionType,parallelism);
+                    EnhancedASTDiff.main(gumInput, gumOutput, numOfWorkers, pjName, eDiffTimeout,actionType,parallelism,portDumps, dbDir, actionType+dumpsName);
                     break;
                 case "CACHE":
-                    StoreEDiffInCache.main(gumOutput, portDumps, dbDir, actionType+dumpsName,actionType);
+                    StoreEDiffInCache.main(gumOutput, portDumps, dbDir, actionType+dumpsName);
                     break;
                 case "SI":
 //                    CalculatePairs.main(dbDir, actionType+dumpsName, portDumps, pairsPath+actionType, pjName+actionType,isBigPair,iCursor);
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/TestTreeLoader.java b/src/main/java/edu/lu/uni/serval/fixminer/TestTreeLoader.java
old mode 100644
new mode 100755
index 9beb253..5d519be
--- a/src/main/java/edu/lu/uni/serval/fixminer/TestTreeLoader.java
+++ b/src/main/java/edu/lu/uni/serval/fixminer/TestTreeLoader.java
@@ -22,7 +22,8 @@ public class TestTreeLoader {
 
 
 //        String inputPath = "/Users/anilkoyuncu/bugStudy/dataset/GumTreeOutput/ENTESB/ASTDumps";
-        String inputPath = "/Users/anilkoyuncu/bugStudy/dataset/GumTreeOutput2/";
+//        String inputPath = "/Users/anilkoyuncu/bugStudy/dataset/GumTreeOutput2/";
+        String inputPath ="/Users/anil.koyuncu/projects/fixminer-all/enhancedASTDiff/python/data/EnhancedASTDiffgumInput-old/AssertStatement";
         File folder = new File(inputPath);
         File[] listOfFiles = folder.listFiles();
         Stream<File> stream = Arrays.stream(listOfFiles);
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/akka/BaseMessage.java b/src/main/java/edu/lu/uni/serval/fixminer/akka/BaseMessage.java
old mode 100644
new mode 100755
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/akka/DocumentSimilarity.java b/src/main/java/edu/lu/uni/serval/fixminer/akka/DocumentSimilarity.java
new file mode 100755
index 0000000..4b813f1
--- /dev/null
+++ b/src/main/java/edu/lu/uni/serval/fixminer/akka/DocumentSimilarity.java
@@ -0,0 +1,601 @@
+package edu.lu.uni.serval.fixminer.akka;
+
+//Import the Java utility classes
+
+import java.io.BufferedReader;
+
+import java.io.FileReader;
+
+import java.io.PrintWriter;
+
+import java.util.ArrayList;
+
+import java.util.HashMap;
+
+import java.util.HashSet;
+
+import java.util.Map;
+
+import java.util.Set;
+
+//Import the Apache Commons Maths library classes to handle the term-vectors from Apache Lucene
+
+import org.apache.commons.math3.linear.ArrayRealVector;
+
+import org.apache.commons.math3.linear.RealVector;
+
+//Import the Apache Lucene classes
+
+import org.apache.lucene.analysis.Analyzer;
+
+import org.apache.lucene.analysis.core.SimpleAnalyzer;
+
+import org.apache.lucene.document.Document;
+
+import org.apache.lucene.document.Field;
+
+import org.apache.lucene.document.FieldType;
+
+import org.apache.lucene.index.AtomicReader;
+
+import org.apache.lucene.index.DirectoryReader;
+
+import org.apache.lucene.index.DocsEnum;
+
+import org.apache.lucene.index.IndexReader;
+
+import org.apache.lucene.index.IndexWriter;
+
+import org.apache.lucene.index.IndexWriterConfig;
+
+import org.apache.lucene.index.MultiFields;
+
+import org.apache.lucene.index.Term;
+
+import org.apache.lucene.index.Terms;
+
+import org.apache.lucene.index.TermsEnum;
+
+import org.apache.lucene.search.similarities.DefaultSimilarity;
+
+import org.apache.lucene.search.similarities.TFIDFSimilarity;
+
+import org.apache.lucene.store.Directory;
+
+import org.apache.lucene.store.RAMDirectory;
+
+import org.apache.lucene.util.Bits;
+
+import org.apache.lucene.util.BytesRef;
+
+import org.apache.lucene.util.Version;
+
+
+
+import com.thoughtworks.xstream.core.util.Fields;
+
+
+
+//A class to find the similarity of all text documents referenced in a text file
+
+public class DocumentSimilarity {
+
+    private static final String CONTENT = "Content";  /*the name of the field stored by Apache Lucene which includes the text from the
+
+text documents.*/
+
+    private Set<String> terms = new HashSet<>(); //changed state with new terms after each call to getTermFrequencies() method
+
+
+
+    private ArrayList<Integer> directoryIndex; //The Apache Lucene index for documents to mine for similarities
+
+    /* Indexed, tokenized, stored. */
+
+    public final FieldType TYPE_STORED = new FieldType(); //This is the field profiled by Apache Lucene to collect its term frequencies
+
+    private HashMap<String,Integer> termsCount; //stores the counts of all terms found in the corpus
+
+    private ArrayList<Integer> scannedDocs; //stores the IDs of docs already scanned and stored in termsCount
+
+
+
+
+
+    DocumentSimilarity(String lookupFile) {
+
+        //Initialise the field to profile in each document
+
+        TYPE_STORED.setIndexed(true);
+
+        TYPE_STORED.setTokenized(true);
+
+        TYPE_STORED.setStored(true);
+
+        TYPE_STORED.setStoreTermVectors(true);
+
+        TYPE_STORED.setStoreTermVectorPositions(true);
+
+        TYPE_STORED.freeze();
+
+
+
+        termsCount = new HashMap<String,Integer>();
+
+        scannedDocs = new ArrayList<Integer>();
+
+
+
+        try {
+
+            //initialise an in-memory (RAM-based) index of the documents in the input folder using Apache Lucene
+
+            Directory directory = createIndex(lookupFile);
+
+            IndexReader reader = DirectoryReader.open(directory);
+
+
+
+            String outputFile = "C:/Users/default/test/docs_similarity.csv"; /* the output file where the document similarities will be stored */
+
+            PrintWriter writer;
+
+            writer = new PrintWriter(outputFile, "UTF-8");
+
+            writer.println("doc1,doc2,similarity");
+
+
+
+
+
+            //loop on the documents in the folder and compare them together
+
+            for (int i=0; i<directoryIndex.size(); i++) {
+
+                for (int j=i+1; j<directoryIndex.size(); j++) {
+
+                    Map<String, Double> f1 = getTermFrequencies(reader, i); //get the term frequencies profile of the first document
+
+                    RealVector v1 = toRealVector(f1); //convert term frequencies profile to a vector
+
+                    Map<String, Double> f2 = getTermFrequencies2(reader, j); //get the term frequencies profile of the second document
+
+                    RealVector v2 = toRealVector(f2); //convert term frequencies profile to a vector
+
+                    double sim = getCosineSimilarity(v1, v2);  //compute the cosine similarity of the documents pair using their terms frequencies profiles
+
+                    writer.println(directoryIndex.get(i)+","+directoryIndex.get(j)+","+sim); //write the similarity to an output CSV file
+
+                }
+
+                terms = new HashSet<>();
+
+            }
+
+            reader.close();
+
+            writer.close();
+
+        } catch (Exception e) {
+
+            e.printStackTrace();
+
+        }
+
+
+
+        writeTermsCount();
+
+    }
+
+
+
+
+
+    //A method to initialise an in-memory (RAM-based) index of the documents in the input file using Apache Lucene
+
+    Directory createIndex(String lookupFile)  {
+
+        try {
+
+            Directory directory = new RAMDirectory();
+
+
+
+            /* Initialize the analyzer which profiles the text inside the documents. This analyser does all the pre-processing of the
+
+             * text including stop-word removal, tokenization, etc. depending on the type of analyzer used.
+
+             * Check the reference website for different types of analyzers: https://www.tutorialspoint.com/lucene/lucene_analysis.htm
+
+             */
+
+            Analyzer analyzer = new SimpleAnalyzer(Version.LUCENE_CURRENT); //create a new SimpleAnalyzer
+
+            IndexWriterConfig iwc = new IndexWriterConfig(Version.LUCENE_CURRENT,
+
+                    analyzer);
+
+            IndexWriter writer = new IndexWriter(directory, iwc); //write the index of the documents with their analysis in-memory
+
+
+
+            int did=1; //documents are numbered by a document ID as 1,2,3...n in a lookup file of the documents to be indexed
+
+            BufferedReader dsLookup;
+
+            dsLookup = new BufferedReader(new FileReader(lookupFile));
+
+            String ds; //The document number in each line
+
+
+
+            ArrayList<Integer> directoryIndex = new ArrayList<Integer>();
+
+
+
+            while ((ds = dsLookup.readLine()) != null) {
+
+                //Set the document id to the string read from the line in lookup file
+
+                try {
+
+
+
+                    String documentText = ""; //stores the text from the document
+
+
+
+                    FileReader fr = new FileReader(did+".txt");
+
+                    BufferedReader br = new BufferedReader(fr);
+
+                    String sCurrentLine;
+
+                    while ((sCurrentLine = br.readLine()) != null) {
+
+                        documentText += (sCurrentLine);
+
+                    }
+
+
+
+                    //add the document to the index
+
+                    addDocument(writer, documentText);
+
+                    directoryIndex.add(did);
+
+                } catch (Exception e) {
+
+                    System.out.println("!!! Document "+did+" has an error and was skipped !!!");
+
+                    continue;
+
+                }
+
+            }
+
+            writer.close();
+
+            this.directoryIndex = directoryIndex;
+
+            return directory;
+
+        } catch (Exception e) {
+
+            e.printStackTrace();
+
+        }
+
+        return null;
+
+    }
+
+
+
+
+
+    //a method to add a document to the index by writing its text as a "content" field in Apache Lucene
+
+    void addDocument(IndexWriter writer, String content) {
+
+        try {
+
+            Document doc = new Document(); //create a new Apache Lucene document
+
+            Field field = new Field(CONTENT, content, TYPE_STORED); //Add the field with the text content to the index
+
+            doc.add(field);
+
+            writer.addDocument(doc);
+
+        } catch (Exception e) {
+
+            e.printStackTrace();
+
+        }
+
+
+
+    }
+
+
+
+
+    //a method to get the cosine similarity between two term-frequency vectors from a pair of documents
+
+    public double getCosineSimilarity(RealVector v1, RealVector v2) {
+
+        return (v1.dotProduct(v2)) / (v1.getNorm() * v2.getNorm());
+
+    }
+
+
+
+
+
+    //a method to get the term frequencies from a document
+
+    Map<String, Double> getTermFrequencies(IndexReader reader, int docId) {
+
+        try {
+
+            Terms vector = reader.getTermVector(docId, CONTENT);
+
+            TermsEnum termsEnum = null;
+
+            termsEnum = vector.iterator(termsEnum);
+
+            Map<String, Double> frequencies = new HashMap<>();
+
+            BytesRef text = null;
+
+            TFIDFSimilarity tfidfSim = new DefaultSimilarity();
+
+            boolean scannedDoc = scannedDocs.contains(docId);
+
+
+
+            while ((text = termsEnum.next()) != null) {
+
+                String term = text.utf8ToString();
+
+                org.apache.lucene.index.Fields fields = reader.getTermVectors(0);
+
+                Term termInstance = new Term("Content", term);
+
+                long indexDf = reader.docFreq(termInstance);
+
+                int docCount = reader.numDocs();
+
+
+
+                //increment the term count in the terms count lookup if doc not scanned before
+
+                if(!scannedDoc) {
+
+                    if(termsCount.containsKey(termInstance.toString())) {
+
+                        Integer cnt = termsCount.get(termInstance.toString());
+
+                        cnt++;
+
+                        termsCount.replace(termInstance.toString(), cnt);
+
+                    } else {
+
+                        termsCount.put(termInstance.toString(), 1);
+
+                    }
+
+                }
+
+
+
+
+
+                DocsEnum docs = termsEnum.docs(MultiFields.getLiveDocs(reader),null,0);
+
+
+
+                //calculate the TF-IDF of the term, as compared to all documents in the corpus (the Apache Lucene Index)
+
+                double tfidf = 0.0;
+
+                while(docs.nextDoc() != DocsEnum.NO_MORE_DOCS)  {
+
+                    tfidf = tfidfSim.tf(docs.freq()) * tfidfSim.idf(docCount, indexDf);
+
+                }
+
+
+
+
+
+                frequencies.put(term, tfidf);
+
+                scannedDocs.add(docId);
+
+                terms.add(term);
+
+            }
+
+            return frequencies;
+
+        } catch (Exception e) {
+
+            e.printStackTrace();
+
+        }
+
+        return null;
+
+    }
+
+
+
+    Map<String, Double> getTermFrequencies2(IndexReader reader, int docId) {
+
+        try {
+
+            Terms vector = reader.getTermVector(docId, CONTENT);
+
+            TermsEnum termsEnum = null;
+
+            termsEnum = vector.iterator(termsEnum);
+
+            Map<String, Double> frequencies = new HashMap<>();
+
+            BytesRef text = null;
+
+            TFIDFSimilarity tfidfSim = new DefaultSimilarity();
+
+            boolean scannedDoc = scannedDocs.contains(docId);
+
+            int docCount = reader.numDocs();
+
+
+
+            while ((text = termsEnum.next()) != null) {
+
+                String term = text.utf8ToString();
+
+                Term termInstance = new Term("Content", term);
+
+                long indexDf = reader.docFreq(termInstance);
+
+
+
+
+
+                //increment the term count in the terms count lookup if doc not scanned before
+
+                if(!scannedDoc) {
+
+                    if(termsCount.containsKey(termInstance.toString())) {
+
+                        Integer cnt = termsCount.get(termInstance.toString());
+
+                        cnt++;
+
+                        termsCount.replace(termInstance.toString(), cnt);
+
+                    } else {
+
+                        termsCount.put(termInstance.toString(), 1);
+
+                    }
+
+                }
+
+
+
+                DocsEnum docs = termsEnum.docs(MultiFields.getLiveDocs(reader),null,0);
+
+                double tfidf = 0.0;
+
+                while(docs.nextDoc() != DocsEnum.NO_MORE_DOCS)  {
+
+                    tfidf = tfidfSim.tf(docs.freq()) * tfidfSim.idf(docCount, indexDf);
+
+                }
+
+
+
+
+
+                frequencies.put(term, tfidf);
+
+                scannedDocs.add(docId);
+
+
+
+            }
+
+            return frequencies;
+
+        } catch (Exception e) {
+
+            e.printStackTrace();
+
+        }
+
+        return null;
+
+    }
+
+
+
+
+
+    //convert the term-frequencies extracted to a real vector
+
+    RealVector toRealVector(Map<String, Double> map) {
+
+        RealVector vector = new ArrayRealVector(terms.size());
+
+        int i = 0;
+
+        for (String term : terms) {
+
+            double value = map.containsKey(term) ? map.get(term) : 0.0;
+
+            vector.setEntry(i++, value);
+
+        }
+
+        return (RealVector) vector.mapDivide(vector.getL1Norm());
+
+    }
+
+
+
+
+    //Write the terms-frequencies from the documents to a CSV file
+
+    private void writeTermsCount() {
+
+        try {
+
+            String outputFile = "C:/Users/default/test/document_terms_count.csv";
+
+            PrintWriter writer;
+
+            writer = new PrintWriter(outputFile, "UTF-8");
+
+            writer.println("term,count");
+
+
+
+            for (String key : termsCount.keySet()) {
+
+                writer.println(key+","+termsCount.get(key));
+
+            }
+
+
+
+            writer.close();
+
+
+
+        } catch (Exception e) {
+
+            e.printStackTrace();
+
+        }
+
+    }
+
+
+
+    //MAIN class to execute with the .txt-file lookup of the documents to index
+
+    public static void main(String[] args) {
+
+        new DocumentSimilarity("documents_lookup.txt");
+
+    }
+
+}
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/AkkaTreeParser.java b/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/AkkaTreeParser.java
old mode 100644
new mode 100755
index 6a23292..1d767fb
--- a/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/AkkaTreeParser.java
+++ b/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/AkkaTreeParser.java
@@ -26,19 +26,19 @@ public class AkkaTreeParser {
 
         switch (parallelism){
             case "AKKA":
-                ActorSystem system = null;
-                ActorRef parsingActor = null;
-                final TreeMessage msg = new TreeMessage(0,listOfPairs, innerPool,outerPool,eDiffTimeout);
-                try {
-                    log.info("Akka begins...");
-                    system = ActorSystem.create("Compare-EnhancedDiff-System");
-
-                    parsingActor = system.actorOf(TreeActor.props(Integer.valueOf(numOfWorkers)), "mine-fix-pattern-actor");
-                    parsingActor.tell(msg, ActorRef.noSender());
-                } catch (Exception e) {
-                    system.shutdown();
-                    e.printStackTrace();
-                }
+//                ActorSystem system = null;
+//                ActorRef parsingActor = null;
+//                final TreeMessage msg = new TreeMessage(0,listOfPairs, innerPool,outerPool,eDiffTimeout);
+//                try {
+//                    log.info("Akka begins...");
+//                    system = ActorSystem.create("Compare-EnhancedDiff-System");
+//
+//                    parsingActor = system.actorOf(TreeActor.props(Integer.valueOf(numOfWorkers)), "mine-fix-pattern-actor");
+//                    parsingActor.tell(msg, ActorRef.noSender());
+//                } catch (Exception e) {
+//                    system.shutdown();
+//                    e.printStackTrace();
+//                }
                 break;
             case "FORKJOIN":
                 int counter = new Object() {
@@ -70,6 +70,15 @@ public class AkkaTreeParser {
 
 
 
+    }
+    public static List<String> getRMessages(JedisPool innerPool, int cursor){
+        try (Jedis inner = innerPool.getResource()) {
+            while (!inner.ping().equals("PONG")){
+                log.info("wait");
+            }
+            List<String> pairs = inner.srandmember("pairs", cursor);
+            return pairs;
+        }
     }
 
     public static List<String> getMessages(JedisPool innerPool, int cursor){
@@ -81,7 +90,6 @@ public class AkkaTreeParser {
             while (!inner.ping().equals("PONG")){
                 log.info("wait");
             }
-
             ScanParams sc = new ScanParams();
             //150000000
             log.info("Scanning ");
@@ -91,6 +99,7 @@ public class AkkaTreeParser {
 //            sc.match("pair_[0-9]*");
 
             scan = inner.scan("0", sc);
+
             int size = scan.getResult().size();
             log.info("Scanned " + String.valueOf(size));
         }
@@ -102,5 +111,27 @@ public class AkkaTreeParser {
 
 
 
+    }
+
+    public static String getMessage(JedisPool innerPool){
+
+
+        ScanResult<String> scan;
+
+        try (Jedis inner = innerPool.getResource()) {
+            while (!inner.ping().equals("PONG")){
+                log.info("wait");
+            }
+
+            String myset = inner.spop("pairs");
+            return myset;
+
+        }
+
+
+
+
+
+
     }
 }
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/Compare.java b/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/Compare.java
old mode 100644
new mode 100755
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/CompareTrees.java b/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/CompareTrees.java
old mode 100644
new mode 100755
index 510230e..ab7fb7d
--- a/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/CompareTrees.java
+++ b/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/CompareTrees.java
@@ -1,22 +1,29 @@
 package edu.lu.uni.serval.fixminer.akka.compare;
 
+import akka.actor.ActorRef;
+import akka.actor.ActorSystem;
 import com.github.gumtreediff.actions.ActionGenerator;
 import com.github.gumtreediff.actions.model.Action;
 import com.github.gumtreediff.matchers.Matcher;
 import com.github.gumtreediff.matchers.Matchers;
 import com.github.gumtreediff.tree.ITree;
+import com.typesafe.config.Config;
+import com.typesafe.config.ConfigFactory;
+import edu.lu.uni.serval.fixminer.akka.ediff.HierarchicalActionSet;
+import edu.lu.uni.serval.utils.CallShell;
 import edu.lu.uni.serval.utils.EDiffHelper;
 import edu.lu.uni.serval.utils.PoolBuilder;
 import org.apache.commons.text.similarity.JaroWinklerDistance;
+import org.javatuples.Pair;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 import redis.clients.jedis.Jedis;
 import redis.clients.jedis.JedisPool;
 
-import java.io.IOException;
 import java.util.ArrayList;
 import java.util.List;
 import java.util.Map;
+import java.util.Set;
 
 import static edu.lu.uni.serval.fixminer.jobs.MultiThreadTreeLoaderCluster3.getNames;
 
@@ -29,168 +36,300 @@ public class CompareTrees {
     private static Logger log = LoggerFactory.getLogger(CompareTrees.class);
 
 
-    public static void main(String[] args) throws IOException {
+    public static void main(String[] args) throws Exception {
+
+
 
         String portInner = "6380";
         String port = "6399";
+        CallShell cs = new CallShell();
+        String cmd = "bash "+args[1] + "/" + "startServer.sh" +" %s %s %s";
+        cmd = String.format(cmd, args[1],args[2],Integer.valueOf(port));
+        log.info(cmd);
+        cs.runShell(cmd, port);
+
+        String cmdInner = "bash "+args[1] + "/" + "startServer.sh" +" %s %s %s";
+        cmdInner = String.format(cmdInner, args[1],args[3],Integer.valueOf(portInner));
+        log.info(cmdInner);
+        cs.runShell(cmdInner, portInner);
+
+        String numOfWorkers = "100000000";//args[4];
+        String host = "localhost";//args[5];
+//  -Djava.util.concurrent.ForkJoinPool.common.parallelism=256
+
+        final JedisPool innerPool = new JedisPool(PoolBuilder.getPoolConfig(), host,Integer.valueOf(portInner),20000000);
+
+        final JedisPool outerPool = new JedisPool(PoolBuilder.getPoolConfig(), host,Integer.valueOf(port),20000000);
+
+        List<String> listOfPairs = AkkaTreeParser.getMessages(innerPool,Integer.valueOf(numOfWorkers));
+
+//        String pair = AkkaTreeParser.getMessage(innerPool);
+
+
+
+//        ActorSystem system = null;
+//        ActorRef parsingActor = null;
+//        final TreeMessage msg = new TreeMessage(0,listOfPairs, innerPool,outerPool,timeout,args[0]);
+//        try {
+//            log.info("Akka begins...");
+//            Config load = ConfigFactory.load();
+//            system = ActorSystem.create("Compare-EnhancedDiff-System");
 //
-        JedisPool innerPool = new JedisPool(PoolBuilder.getPoolConfig(), "127.0.0.1",Integer.valueOf(portInner),20000000);
-
-        JedisPool outerPool = new JedisPool(PoolBuilder.getPoolConfig(), "127.0.0.1",Integer.valueOf(port),20000000);
-
-        List<String> listOfPairs = AkkaTreeParser.getMessages(innerPool,100000000);
-//        listOfPairs.stream().parallel().
-
-        int counter = new Object() {
-            int counter = 0;
-
-            {
-
-                listOfPairs.parallelStream().
-                        peek(x -> counter++).
-                        forEach(m ->
-                                {
-//                                    Compare compare =  new Compare();
-                                    coreCompare(m, args[0],innerPool, outerPool);
-                                    if (counter % 1000 == 0) {
-                                        log.info("Finalized parsing " + counter + " files... remaing " + (listOfPairs.size() - counter));
-                                    }
-                                }
-                        );
-            }
-        }.counter;
-//        coreCompare(args[0],args[1],args[2],args[3]);
-    }
-    public static void coreCompare(String pairName, String treeType,JedisPool innerPool,JedisPool outerPool ) {
-
-
-//        String portInner = "6380";
-//        String port = "6399";
-
-//        JedisPool innerPool = new JedisPool(PoolBuilder.getPoolConfig(), "127.0.0.1",Integer.valueOf(portInner),20000000);
+//            parsingActor = system.actorOf(TreeActor.props(Integer.valueOf(numOfWorkers)), "mine-fix-pattern-actor");
+//            parsingActor.tell(msg, ActorRef.noSender());
+//        } catch (Exception e) {
+//            system.shutdown();
+//            e.printStackTrace();
+//        }
+//        try {
+//            coreCompare(pair, args[0], innerPool, outerPool);
+//        } catch (Exception e) {
+//            try (Jedis inner = innerPool.getResource()) {
 //
-//        JedisPool outerPool = new JedisPool(PoolBuilder.getPoolConfig(), "127.0.0.1",Integer.valueOf(port),20000000);
-
-        Map<String, String> resultMap;
-        Jedis jedis = null;
-        ITree oldTree = null;
-        ITree newTree = null;
-
-        try {
-            jedis = innerPool.getResource();
-
-            String[] split = pairName.split("_");
-
-
-            String i = split[1];
-            String j = split[2];
-            String keyName = split[0];
-
-            switch (treeType) {
-                case "shape":
-                    oldTree = EDiffHelper.getShapes(keyName, i, outerPool);
-                    newTree = EDiffHelper.getShapes(keyName, j, outerPool);
-                    break;
-                case "action":
-                    oldTree = EDiffHelper.getActions(keyName, i, outerPool,innerPool);
-                    newTree = EDiffHelper.getActions(keyName, j, outerPool,innerPool);
-                    break;
-                case "token":
-                    oldTree = EDiffHelper.getTokens(keyName, i, outerPool,innerPool);
-                    newTree = EDiffHelper.getTokens(keyName, j, outerPool,innerPool);
-                    List<String> oldTokens = new ArrayList<>();
-                    List<String> newTokens = new ArrayList<>();
+//                inner.sadd("pairs",pair);
+//
+//
+//            }
+//        }
+        ArrayList<String> samePairs = new ArrayList<>();
+        ArrayList<String> errorPairs = new ArrayList<>();
 
 
 
+        listOfPairs.stream().parallel().forEach(m->coreCompare(m, args[0],innerPool, outerPool,samePairs,errorPairs));
 
-                    oldTokens = getNames(oldTree,oldTokens);
-                    newTokens = getNames(newTree,newTokens);
-
-
-                    CharSequence[] oldSequences = oldTokens.toArray(new CharSequence[oldTokens.size()]);
-                    CharSequence[] newSequences = newTokens.toArray(new CharSequence[newTokens.size()]);
-                    JaroWinklerDistance jwd = new JaroWinklerDistance();
-
-                    Double overallSimi = Double.valueOf(0);
-                    if(oldSequences.length > 0 && (oldSequences.length == newSequences.length)){
-                        for (int idx = 0; idx < newSequences.length; idx++) {
-                            Double simi = jwd.apply(newSequences[idx], oldSequences[idx]);
-                            overallSimi = simi + overallSimi;
-                        }
-                        overallSimi = overallSimi / oldSequences.length;
-                    }else{
-                        overallSimi = Double.valueOf(0);
-//                    if(oldSequences.length != 0) {
-//                        log.info("ERROR");
-//                    }
-                    }
-
-                    int retval = Double.compare(overallSimi, Double.valueOf(0.8));
-                    String matchKey = keyName+"_" + (String.valueOf(i)) + "_" + String.valueOf(j);
-                    if(retval >= 0){
-
-
-
-                        String result = i + "," + j + ","+String.join(",", oldTokens);
-                        jedis.select(2);
-                        jedis.set(matchKey, result);
-                    }
-                    jedis.select(0);
-                    jedis.del(matchKey);
-
-                    return;
-                default:
-                    break;
-            }
-
-            Matcher m = Matchers.getInstance().getMatcher(oldTree, newTree);
-            m.match();
-
-
-            ActionGenerator ag = new ActionGenerator(oldTree, newTree, m.getMappings());
-            ag.generate();
-            List<Action> actions = ag.getActions();
-
-            double chawatheSimilarity1 = m.chawatheSimilarity(oldTree, newTree);
-            String chawatheSimilarity = String.format("%1.2f", chawatheSimilarity1);
-            double diceSimilarity1 = m.diceSimilarity(oldTree, newTree);
-            String diceSimilarity = String.format("%1.2f", diceSimilarity1);
-            double jaccardSimilarity1 = m.jaccardSimilarity(oldTree, newTree);
-            String jaccardSimilarity = String.format("%1.2f", jaccardSimilarity1);
-
-            String editDistance = String.valueOf(actions.size());
-
-            String result = i + "," + j + "," + chawatheSimilarity + "," + diceSimilarity + "," + jaccardSimilarity + "," + editDistance;
-
-            String matchKey = keyName+"_" + (String.valueOf(i)) + "_" + String.valueOf(j);
-
-            if (((Double) chawatheSimilarity1).equals(1.0) || ((Double) diceSimilarity1).equals(1.0)
-                    || ((Double) jaccardSimilarity1).equals(1.0) || actions.size() == 0) {
-//                log.info("{} tagged to be similar" ,matchKey);
-
-                jedis.select(2);
-                jedis.set(matchKey, result);
-
-            }
-
+//        int size = samePairs.size();
+        try (Jedis jedis = innerPool.getResource()) {
+//            jedis.select(2);
+//            for (String samePair : samePairs) {
+//                jedis.set(samePair,"1");
+//            }
 
             jedis.select(0);
-            jedis.del(matchKey);
-
-
-
-        } catch (Exception e) {
-
-            log.debug("{} not comparable", pairName);
-//            e.printStackTrace();
-
-
-        }finally {
-            if (jedis != null) {
-                jedis.close();
+            jedis.flushDB();
+            for (String errorPair : errorPairs) {
+                jedis.hset(errorPair, "0", "1");
             }
+
+
         }
+        log.info("End process");
+//        listOfPairs.parallelStream().forEach(m->coreCompare(m, args[0],innerPool, outerPool));
+
+//        for (String listOfPair : listOfPairs) {
+//            coreCompare(listOfPair, args[0],innerPool, outerPool);
+//        }
+
+
+//        int counter = new Object() {
+//            int counter = 0;
+//
+//            {
+//
+//                listOfPairs.parallelStream().
+//                        peek(x -> counter++).
+//                        forEach(m ->
+//                                {
+////                                    Compare compare =  new Compare();
+//                                    coreCompare(m, args[0],innerPool, outerPool);
+//                                    if (counter % 1000 == 0) {
+//                                        log.info("Finalized parsing " + counter + " files... remaing " + (listOfPairs.size() - counter));
+//                                    }
+//                                }
+//                        );
+//            }
+//        }.counter;
+//        coreCompare(args[0],args[1],args[2],args[3]);
+    }
+    public static void coreCompare(String pairName, String treeType,JedisPool innerPool,JedisPool outerPool,ArrayList<String> samePairs,ArrayList<String> errorPairs ) {
+
+//        if (samePairs.size() % 1000 == 0) {
+//            log.info("Same pairs size "+samePairs.size());
+//        }
+
+        ITree oldTree = null;
+        ITree newTree = null;
+        Pair<ITree, HierarchicalActionSet> oldPair = null;
+        Pair<ITree, HierarchicalActionSet> newPair = null;
+        String matchKey = null;
+
+            try {
+
+                String[] split = pairName.split("_");
+
+
+                String i = split[1];
+                String j = split[2];
+                String keyName = split[0];
+                matchKey = keyName + "_" + (String.valueOf(i)) + "_" + String.valueOf(j);
+//                jedis.select(0);
+//                Set<String> keys = jedis.keys(matchKey);
+//                if (keys.size() > 0) {
+//                    jedis.del(matchKey);
+//                } else {
+//                    return;
+//                }
+//                    jedis.srem("pairs",matchKey);
+
+                switch (treeType) {
+                    case "shape":
+                        oldTree = EDiffHelper.getShapes(keyName, i, outerPool, innerPool);
+                        newTree = EDiffHelper.getShapes(keyName, j, outerPool, innerPool);
+                        break;
+                    case "action":
+                        oldPair = EDiffHelper.getActions(keyName, i, outerPool, innerPool);
+                        newPair = EDiffHelper.getActions(keyName, j, outerPool, innerPool);
+                        oldTree = oldPair.getValue0();
+                        newTree = newPair.getValue0();
+
+
+                        break;
+                    case "token":
+                        oldTree = EDiffHelper.getTokens(keyName, i, outerPool, innerPool);
+                        newTree = EDiffHelper.getTokens(keyName, j, outerPool, innerPool);
+
+                        String oldTokens = EDiffHelper.getNames2(oldTree);
+                        String newTokens = EDiffHelper.getNames2(newTree);
+
+                        JaroWinklerDistance jwd = new JaroWinklerDistance();
+
+
+                        Double overallSimi = Double.valueOf(0);
+
+                        if (!(oldTokens.trim().isEmpty() || newTokens.trim().isEmpty())) {
+                            overallSimi = jwd.apply(oldTokens, newTokens);
+
+                        }
+
+
+                        int retval = Double.compare(overallSimi, Double.valueOf(1));
+
+                        if (retval >= 0) {
+                            String result = i + "," + j + "," + String.join(",", oldTokens);
+//                            jedis.select(2);
+//                            jedis.set(matchKey, result);
+                            try (Jedis jedis = innerPool.getResource()) {
+//                            jedis.del(matchKey);
+                                jedis.select(2);
+                                jedis.set(matchKey, result);
+                            }
+//                            samePairs.add(matchKey);
+//                            try (Jedis jedis = innerPool.getResource()) {
+////                                jedis.del(matchKey);
+//                                jedis.select(2);
+//                                jedis.set(matchKey, result);
+//                            }
+                        }
+//                    jedis.select(0);
+////                    jedis.srem("pairs",matchKey);
+//                    jedis.del(matchKey);
+
+                        return;
+                    default:
+                        break;
+                }
+
+
+
+                if(oldTree.toStaticHashString().equals(newTree.toStaticHashString())){
+                    String editDistance = "0";
+                    String result = i + "," + j + "," + editDistance;
+                    if (editDistance.equals("0")) {
+
+                        if (treeType.equals("action")) {
+                            HierarchicalActionSet oldProject = oldPair.getValue1();
+                            HierarchicalActionSet newProject = newPair.getValue1();
+
+                            oldTree = EDiffHelper.getTargets(oldProject);
+                            newTree = EDiffHelper.getTargets(newProject);
+                            if (oldTree.toStaticHashString().equals(newTree.toStaticHashString())) {
+                                try (Jedis jedis = innerPool.getResource()) {
+//                                    jedis.del(matchKey);
+                                    jedis.select(2);
+                                    jedis.set(matchKey, result);
+                                }
+                            }
+                        } else {
+                            try (Jedis jedis = innerPool.getResource()) {
+//                            jedis.del(matchKey);
+                                jedis.select(2);
+                                jedis.set(matchKey, result);
+                            }
+                        }
+                    }
+
+
+                }
+//                if(oldTree.toString().equals(newTree.toString())) {
+//                    Matcher m = Matchers.getInstance().getMatcher(oldTree, newTree);
+//                    m.match();
+//
+//
+//                    ActionGenerator ag = new ActionGenerator(oldTree, newTree, m.getMappings());
+//                    ag.generate();
+//                    List<Action> actions = ag.getActions();
+//
+//
+//                    String editDistance;
+//
+//                    editDistance = String.valueOf(actions.size());
+//                    String result = i + "," + j + "," + editDistance;
+//
+//
+//                    if (editDistance.equals("0")) {
+//
+//                        if (treeType.equals("action")) {
+//
+//                            HierarchicalActionSet oldProject = oldPair.getValue1();
+//                            HierarchicalActionSet newProject = newPair.getValue1();
+//
+//                            oldTree = EDiffHelper.getTargets(oldProject);
+//                            newTree = EDiffHelper.getTargets(newProject);
+//
+//                            if(oldTree.toString().equals(newTree.toString())) {
+//                                m = Matchers.getInstance().getMatcher(oldTree, newTree);
+//                                m.match();
+//
+//
+//                                ag = new ActionGenerator(oldTree, newTree, m.getMappings());
+//                                ag.generate();
+//                                actions = ag.getActions();
+//
+//                                editDistance = String.valueOf(actions.size());
+//
+//                                if (editDistance.equals("0")) {
+//                                    try (Jedis jedis = innerPool.getResource()) {
+//                                        jedis.del(matchKey);
+//                                        jedis.select(2);
+//                                        jedis.set(matchKey, result);
+//                                    }
+//                                }
+//                            }
+//
+//
+//                        } else {
+//                            try (Jedis jedis = innerPool.getResource()) {
+//                                jedis.del(matchKey);
+//                                jedis.select(2);
+//                                jedis.set(matchKey, result);
+//                            }
+////                        jedis.select(2);
+////                        jedis.set(matchKey, result);
+////                        samePairs.add(matchKey);
+//                        }
+//
+//                    }
+//                }
+
+            } catch (Exception e) {
+                errorPairs.add(matchKey);
+//                jedis.select(0);
+////            jedis.srem("pairs",matchKey);
+//
+//                jedis.hset(matchKey, "0", "1");
+
+                log.debug("{} not comparable", pairName);
+            }
     }
 
 
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/RunnableCompare.java b/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/RunnableCompare.java
old mode 100644
new mode 100755
index 4ee2ced..40993fb
--- a/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/RunnableCompare.java
+++ b/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/RunnableCompare.java
@@ -7,17 +7,19 @@ public class RunnableCompare implements Runnable {
 	private String name;
 	private JedisPool innerPool;
 	private JedisPool outerPool;
-	private Compare comparer;
+	private CompareTrees comparer;
+	private String type;
 
-	public RunnableCompare(String name , JedisPool innerPool, JedisPool outerPool, Compare comp) {
+	public RunnableCompare(String name , JedisPool innerPool, JedisPool outerPool,String type) {
 		this.name = name;
 		this.innerPool = innerPool;
 		this.outerPool = outerPool;
-		this.comparer = comp;
+		this.type = type;
+
 	}
 
 	@Override
 	public void run() {
-		comparer.coreCompare(name, innerPool, outerPool);
+//		comparer.coreCompare(name,type, innerPool, outerPool);
 	}
 }
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/TreeActor.java b/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/TreeActor.java
old mode 100644
new mode 100755
index 24b2045..f2ae12c
--- a/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/TreeActor.java
+++ b/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/TreeActor.java
@@ -4,6 +4,7 @@ import akka.actor.ActorRef;
 import akka.actor.Props;
 import akka.actor.UntypedActor;
 import akka.japi.Creator;
+import akka.routing.BalancingPool;
 import akka.routing.RoundRobinPool;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
@@ -21,7 +22,7 @@ public class TreeActor extends UntypedActor {
 
 
 	public TreeActor(int numberOfWorkers) {
-		mineRouter = this.getContext().actorOf(new RoundRobinPool(numberOfWorkers)
+		mineRouter = this.getContext().actorOf(new BalancingPool(numberOfWorkers)
 				.props(TreeWorker.props()), "tree-router");
 		this.numberOfWorkers = numberOfWorkers;
 	}
@@ -47,6 +48,7 @@ public class TreeActor extends UntypedActor {
 			List<String> pairs = ((TreeMessage) message).getName();
 			JedisPool innerPool = ((TreeMessage) message).getInnerPool();
 			JedisPool outerPool = ((TreeMessage) message).getOuterPool();
+			String type = ((TreeMessage) message).getType();
 
 
 			int size = pairs.size();
@@ -60,7 +62,7 @@ public class TreeActor extends UntypedActor {
 				int toIndex = (i + 1) * average + counter;
 
 				List<String> pairsOfWorkers = pairs.subList(fromIndex, toIndex);
-				final TreeMessage workMsg = new TreeMessage(i + 1, pairsOfWorkers,innerPool,outerPool,((TreeMessage) message).getSECONDS_TO_WAIT());
+				final TreeMessage workMsg = new TreeMessage(i + 1, pairsOfWorkers,innerPool,outerPool,((TreeMessage) message).getSECONDS_TO_WAIT(),type);
 				mineRouter.tell(workMsg, getSelf());
 				logger.info("Assign {} task to worker #" + (i + 1) + "...",pairsOfWorkers.size());
 			}
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/TreeMessage.java b/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/TreeMessage.java
old mode 100644
new mode 100755
index a99752c..335b2eb
--- a/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/TreeMessage.java
+++ b/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/TreeMessage.java
@@ -13,21 +13,32 @@ public class TreeMessage extends BaseMessage{
     private JedisPool innerPool;
     private JedisPool outerPool;
 
+    public String getType() {
+        return type;
+    }
 
-    public TreeMessage(int id, List<String> name, JedisPool innerPool, JedisPool outerPool,String eDiffTimeout) {
+    public void setType(String type) {
+        this.type = type;
+    }
+
+    private String type;
+
+
+    public TreeMessage(int id, List<String> name, JedisPool innerPool, JedisPool outerPool,String eDiffTimeout,String treeType) {
         super(id,new Long(eDiffTimeout));
 
         this.name = name;
         this.innerPool = innerPool;
         this.outerPool = outerPool;
-
+        this.type = treeType;
     }
-    public TreeMessage(int id, List<String> name, JedisPool innerPool, JedisPool outerPool,Long eDiffTimeout) {
+    public TreeMessage(int id, List<String> name, JedisPool innerPool, JedisPool outerPool,Long eDiffTimeout,String treeType) {
         super(id,eDiffTimeout);
 
         this.name = name;
         this.innerPool = innerPool;
         this.outerPool = outerPool;
+        this.type = treeType;
 
     }
 
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/TreeWorker.java b/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/TreeWorker.java
old mode 100644
new mode 100755
index ae79022..32ebbac
--- a/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/TreeWorker.java
+++ b/src/main/java/edu/lu/uni/serval/fixminer/akka/compare/TreeWorker.java
@@ -41,6 +41,7 @@ public class TreeWorker extends UntypedActor {
 			List<String> files = msg.getName();
 			JedisPool innerPool = msg.getInnerPool();
 			JedisPool outerPool = msg.getOuterPool();
+			String type = msg.getType();
 
 			int id = msg.getId();
 			int counter = 0;
@@ -49,19 +50,21 @@ public class TreeWorker extends UntypedActor {
 				{
 
 
-				Compare compare = new Compare();
-				final ExecutorService executor = Executors.newSingleThreadExecutor();
+
+
+				final ExecutorService executor = Executors.newFixedThreadPool(1);
 //				// schedule the work
-				final Future<?> future = executor.submit(new RunnableCompare(name, innerPool, outerPool, compare));
+				final Future<?> future = executor.submit(new RunnableCompare(name, innerPool, outerPool,type));
 				try {
 //					 wait for task to complete
 					future.get(msg.getSECONDS_TO_WAIT(), TimeUnit.SECONDS);
 					counter++;
-						if (counter % 100 == 0) {
+						if (counter % 1000 == 0) {
 							log.info("Worker #" + id +" finalized parsing " + counter + " pairs... remaing "+ (files.size() - counter));
 						}
 				} catch (TimeoutException e) {
 					future.cancel(true);
+					System.err.println("#Timeout: " + name);
 				} catch (InterruptedException e) {
 					e.printStackTrace();
 				} catch (ExecutionException e) {
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffActor.java b/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffActor.java
old mode 100644
new mode 100755
index 5d16315..9e714ea
--- a/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffActor.java
+++ b/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffActor.java
@@ -54,7 +54,7 @@ public class EDiffActor extends UntypedActor {
 				int toIndex = (i + 1) * average + counter;
 				
 				List<MessageFile> filesOfWorkers = files.subList(fromIndex, toIndex);
-				final EDiffMessage workMsg = new EDiffMessage(i + 1, filesOfWorkers,((EDiffMessage) message).getSECONDS_TO_WAIT(),((EDiffMessage) message).getActionType());
+				final EDiffMessage workMsg = new EDiffMessage(i + 1, filesOfWorkers,((EDiffMessage) message).getSECONDS_TO_WAIT(),((EDiffMessage) message).getInnerPool());
 				mineRouter.tell(workMsg, getSelf());
 				logger.info("Assign {} task to worker #" + (i + 1) ,filesOfWorkers.size());
 			}
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffHunkParser.java b/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffHunkParser.java
old mode 100644
new mode 100755
index 667680b..d73c643
--- a/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffHunkParser.java
+++ b/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffHunkParser.java
@@ -4,9 +4,13 @@ import com.github.gumtreediff.actions.model.Delete;
 import com.github.gumtreediff.actions.model.Insert;
 import com.github.gumtreediff.actions.model.Move;
 import com.github.gumtreediff.actions.model.Update;
+import edu.lu.uni.serval.utils.EDiffHelper;
 import edu.lu.uni.serval.utils.FileHelper;
+import redis.clients.jedis.Jedis;
+import redis.clients.jedis.JedisPool;
 
 import java.io.*;
+import java.util.ArrayList;
 import java.util.List;
 
 
@@ -21,7 +25,7 @@ public class EDiffHunkParser extends EDiffParser {
 	
 
 	@Override
-	public void parseFixPatterns(File prevFile, File revFile, File diffentryFile,String project,String actionType) {
+	public void parseFixPatterns(File prevFile, File revFile, File diffentryFile, String project, JedisPool innerPool) {
 		List<HierarchicalActionSet> actionSets = parseChangedSourceCodeWithGumTree2(prevFile, revFile);
 		if (actionSets.size() != 0) {
 //			String folder= null;
@@ -73,8 +77,9 @@ public class EDiffHunkParser extends EDiffParser {
 					try {
 
 						String astNodeType = actionSet.getAstNodeType();
-						int size = actionSet.toString().split("\\n").length;
-
+//						int size = actionSet.toString().split("\\n").length;
+						actionSet.toString();
+						int size = actionSet.getActionSize();
 //						int size = actionSet.strList.size();
 
 						String datasetName = project;
@@ -82,19 +87,30 @@ public class EDiffHunkParser extends EDiffParser {
 						String root = split1[0];
 						String pj = split1[1].split("/")[1];
 
-						File file = new File(root + "EnhancedASTDiff" + datasetName + "/"+astNodeType+"/"+String.valueOf(size)+"/");
-						file.mkdirs();
-						String hunkTreeFileName = root + "EnhancedASTDiff" + datasetName + "/"+astNodeType+"/"+String.valueOf(size)+"/" + pj +"_" + diffentryFile.getName() + "_" + String.valueOf(hunkSet);
+//						File file = new File(root + "EnhancedASTDiff" + datasetName + "/"+astNodeType+"/"+String.valueOf(size)+"/");
+//						file.mkdirs();
+//						String hunkTreeFileName = root + "EnhancedASTDiff" + datasetName + "/"+astNodeType+"/"+String.valueOf(size)+"/" + pj +"_" + diffentryFile.getName() + "_" + String.valueOf(hunkSet);
 //						String hunkTreeFileName = root + "EnhancedASTDiff" + datasetName + "/" + pj + folder + diffentryFile.getName() + "_" + String.valueOf(hunkSet);
-						f = new FileOutputStream(new File(hunkTreeFileName));
-						ObjectOutputStream o = new ObjectOutputStream(f);
-						o.writeObject(actionSet);
 
-						o.close();
-						f.close();
+//						f = new FileOutputStream(new File(hunkTreeFileName));
+//						ObjectOutputStream o = new ObjectOutputStream(f);
+//						o.writeObject(actionSet);
+//
+//						o.close();
+//						f.close();
+
+//						String name = f.getName();
+
+						String key = astNodeType+"/"+String.valueOf(size)+"/" + pj +"_" + diffentryFile.getName() + "_" + String.valueOf(hunkSet);
+
+						try (Jedis inner = innerPool.getResource()) {
+
+							inner.set(key.getBytes(), EDiffHelper.toByteArray(actionSet));
+						}
+
 					} catch (FileNotFoundException e) {
 						e.printStackTrace();
-					} catch (IOException e) {
+					} catch (Exception e) {
 						e.printStackTrace();
 					}
 					hunkSet++;
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffMessage.java b/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffMessage.java
old mode 100644
new mode 100755
index ac5e11d..d19a365
--- a/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffMessage.java
+++ b/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffMessage.java
@@ -1,6 +1,7 @@
 package edu.lu.uni.serval.fixminer.akka.ediff;
 
 import edu.lu.uni.serval.fixminer.akka.BaseMessage;
+import redis.clients.jedis.JedisPool;
 
 import java.util.List;
 
@@ -13,19 +14,31 @@ public class EDiffMessage extends BaseMessage{
 
 	private String actionType;
 
+	public JedisPool getInnerPool() {
+		return innerPool;
+	}
+
+	public void setInnerPool(JedisPool innerPool) {
+		this.innerPool = innerPool;
+	}
+
+	private JedisPool innerPool;
+
 
 
 
 	
-	public EDiffMessage(int id, List<MessageFile> msgFiles,String eDiffTimeout,String actionType) {
+	public EDiffMessage(int id, List<MessageFile> msgFiles,String eDiffTimeout,JedisPool pool) {
 		super(id,new Long(eDiffTimeout));
 		this.msgFiles = msgFiles;
 		this.actionType = actionType;
+		this.innerPool = pool;
 	}
-	public EDiffMessage(int id, List<MessageFile> msgFiles,Long eDiffTimeout,String actionType) {
+	public EDiffMessage(int id, List<MessageFile> msgFiles,Long eDiffTimeout,JedisPool pool) {
 		super(id,eDiffTimeout);
 		this.msgFiles = msgFiles;
 		this.actionType = actionType;
+		this.innerPool = pool;
 	}
 
 	public String getActionType() {
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffParser.java b/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffParser.java
old mode 100644
new mode 100755
index 8e0e9d7..1f8d203
--- a/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffParser.java
+++ b/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffParser.java
@@ -3,6 +3,7 @@ package edu.lu.uni.serval.fixminer.akka.ediff;
 import com.github.gumtreediff.actions.model.Action;
 import edu.lu.uni.serval.gumtree.GumTreeComparer;
 import edu.lu.uni.serval.utils.ListSorter;
+import redis.clients.jedis.JedisPool;
 
 import java.io.File;
 import java.util.ArrayList;
@@ -62,7 +63,7 @@ public class EDiffParser extends Parser {
 	}
 
 	@Override
-	public void parseFixPatterns(File prevFile, File revFile, File diffEntryFile, String project, String actionType) {
+	public void parseFixPatterns(File prevFile, File revFile, File diffEntryFile, String project, JedisPool innerPool) {
 
 	}
 
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffWorker.java b/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffWorker.java
old mode 100644
new mode 100755
index 77a30b0..2b18154
--- a/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffWorker.java
+++ b/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/EDiffWorker.java
@@ -5,6 +5,7 @@ import akka.actor.UntypedActor;
 import akka.japi.Creator;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
+import redis.clients.jedis.JedisPool;
 
 import java.io.File;
 import java.util.List;
@@ -41,7 +42,8 @@ public class EDiffWorker extends UntypedActor {
 
 			int id = msg.getId();
 			int counter = 0;
-			
+			JedisPool innerPool = msg.getInnerPool();
+
 			for (MessageFile msgFile : files) {
 				File revFile = msgFile.getRevFile();
 				File prevFile = msgFile.getPrevFile();
@@ -53,7 +55,7 @@ public class EDiffWorker extends UntypedActor {
 
 				final ExecutorService executor = Executors.newSingleThreadExecutor();
 				// schedule the work
-				final Future<?> future = executor.submit(new RunnableParser(prevFile, revFile, diffentryFile, parser,project,msg.getActionType()));
+				final Future<?> future = executor.submit(new RunnableParser(prevFile, revFile, diffentryFile, parser,project,msg.getInnerPool()));
 				try {
 					// wait for task to complete
 					future.get(msg.getSECONDS_TO_WAIT(), TimeUnit.SECONDS);
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/HierarchicalActionSet.java b/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/HierarchicalActionSet.java
old mode 100644
new mode 100755
index 62f44e4..a338d64
--- a/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/HierarchicalActionSet.java
+++ b/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/HierarchicalActionSet.java
@@ -171,6 +171,10 @@ public class HierarchicalActionSet implements Comparable<HierarchicalActionSet>,
 
 	private List<String> strList = new ArrayList<>();
 
+	public int getActionSize(){
+		return strList.size();
+	}
+
 	@Override
 	public String toString() {
 		String str = actionString;
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/HierarchicalRegrouper.java b/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/HierarchicalRegrouper.java
old mode 100644
new mode 100755
index 5549e2f..09c0686
--- a/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/HierarchicalRegrouper.java
+++ b/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/HierarchicalRegrouper.java
@@ -187,7 +187,7 @@ public class HierarchicalRegrouper {
 		if (action instanceof Addition) {
 			parent = ((Addition) action).getParent(); // parent in the fixed source code tree
 		}
-		
+
 		if (parent.getType() == 55)  {
 			int type = action.getNode().getType();
 			// Modifier, NormalAnnotation, MarkerAnnotation, SingleMemberAnnotation
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/MessageFile.java b/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/MessageFile.java
old mode 100644
new mode 100755
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/Parser.java b/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/Parser.java
old mode 100644
new mode 100755
index 21bd9b4..349410b
--- a/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/Parser.java
+++ b/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/Parser.java
@@ -1,5 +1,7 @@
 package edu.lu.uni.serval.fixminer.akka.ediff;
 
+import redis.clients.jedis.JedisPool;
+
 import java.io.File;
 
 /**
@@ -18,7 +20,7 @@ public abstract class Parser implements ParserInterface {
 	protected String originalTree = ""; 		// Guide of generating patches.
 	protected String actionSets = ""; 		// Guide of generating patches.
 
-	public abstract void parseFixPatterns(File prevFile, File revFile, File diffEntryFile,String project,String actionType);
+	public abstract void parseFixPatterns(File prevFile, File revFile, File diffEntryFile, String project, JedisPool innerPool);
 	
 
 	@Override
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/ParserInterface.java b/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/ParserInterface.java
old mode 100644
new mode 100755
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/RunnableParser.java b/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/RunnableParser.java
old mode 100644
new mode 100755
index b74726f..b4b48a4
--- a/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/RunnableParser.java
+++ b/src/main/java/edu/lu/uni/serval/fixminer/akka/ediff/RunnableParser.java
@@ -1,5 +1,7 @@
 package edu.lu.uni.serval.fixminer.akka.ediff;
 
+import redis.clients.jedis.JedisPool;
+
 import java.io.File;
 
 public class RunnableParser implements Runnable {
@@ -9,7 +11,7 @@ public class RunnableParser implements Runnable {
 	private File diffentryFile;
 	private Parser parser;
 	private String project;
-	private String actionType;
+	private JedisPool pool;
 	
 	public RunnableParser(File prevFile, File revFile, File diffentryFile, Parser parser) {
 		this.prevFile = prevFile;
@@ -18,17 +20,17 @@ public class RunnableParser implements Runnable {
 		this.parser = parser;
 	}
 
-	public RunnableParser(File prevFile, File revFile, File diffentryFile, Parser parser,String project,String actionType) {
+	public RunnableParser(File prevFile, File revFile, File diffentryFile, Parser parser, String project, JedisPool innerPool) {
 		this.prevFile = prevFile;
 		this.revFile = revFile;
 		this.diffentryFile = diffentryFile;
 		this.parser = parser;
 		this.project = project;
-		this.actionType= actionType;
+		this.pool = innerPool;
 	}
 
 	@Override
 	public void run() {
-		parser.parseFixPatterns(prevFile, revFile, diffentryFile,project,actionType);
+		parser.parseFixPatterns(prevFile, revFile, diffentryFile,project,pool);
 	}
 }
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/jobs/AkkaTreeLoader.java b/src/main/java/edu/lu/uni/serval/fixminer/jobs/AkkaTreeLoader.java
old mode 100644
new mode 100755
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/jobs/CalculatePairs.java b/src/main/java/edu/lu/uni/serval/fixminer/jobs/CalculatePairs.java
old mode 100644
new mode 100755
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/jobs/EnhancedASTDiff.java b/src/main/java/edu/lu/uni/serval/fixminer/jobs/EnhancedASTDiff.java
old mode 100644
new mode 100755
index f2d3c44..a9f51ec
--- a/src/main/java/edu/lu/uni/serval/fixminer/jobs/EnhancedASTDiff.java
+++ b/src/main/java/edu/lu/uni/serval/fixminer/jobs/EnhancedASTDiff.java
@@ -6,9 +6,12 @@ import edu.lu.uni.serval.fixminer.akka.ediff.EDiffActor;
 import edu.lu.uni.serval.fixminer.akka.ediff.EDiffHunkParser;
 import edu.lu.uni.serval.fixminer.akka.ediff.EDiffMessage;
 import edu.lu.uni.serval.fixminer.akka.ediff.MessageFile;
+import edu.lu.uni.serval.utils.CallShell;
 import edu.lu.uni.serval.utils.FileHelper;
+import edu.lu.uni.serval.utils.PoolBuilder;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
+import redis.clients.jedis.JedisPool;
 
 import java.io.File;
 import java.util.ArrayList;
@@ -21,12 +24,20 @@ public class EnhancedASTDiff {
 
 	private static Logger log = LoggerFactory.getLogger(EnhancedASTDiff.class);
 
-	public static void main(String inputPath, String outputPath, String numOfWorkers, String project, String eDiffTimeout, String actionType, String parallelism) {
+	public static void main(String inputPath, String outputPath, String numOfWorkers, String project, String eDiffTimeout, String actionType, String parallelism, String portInner, String dbDir, String chunkName) throws Exception {
 
 
 		String parameters = String.format("\nInput path %s \nOutput path %s",inputPath,outputPath);
 		log.info(parameters);
 
+		CallShell cs = new CallShell();
+		String cmd = "bash "+dbDir + "/" + "startServer.sh" +" %s %s %s";
+		cmd = String.format(cmd, dbDir,chunkName,Integer.valueOf(portInner));
+
+		cs.runShell(cmd, portInner);
+
+		JedisPool innerPool = new JedisPool(PoolBuilder.getPoolConfig(), "127.0.0.1",Integer.valueOf(portInner),20000000);
+
 		File folder = new File(inputPath);
 		File[] listOfFiles = folder.listFiles();
         Stream<File> stream = Arrays.stream(listOfFiles);
@@ -41,10 +52,11 @@ public class EnhancedASTDiff {
 
 
 			List<MessageFile> msgFiles = getMessageFiles(target.toString() + "/"); //"/Users/anilkoyuncu/bugStudy/code/python/GumTreeInput/Apache/CAMEL/"
-			allMessageFiles.addAll(msgFiles);
+
 //            System.out.println(msgFiles.size());
-			if (msgFiles.size() == 0)
+			if (msgFiles == null)
 				continue;
+			allMessageFiles.addAll(msgFiles);
 
 			String GUM_TREE_OUTPUT = outputPath + "/" + pjName + "/";
 
@@ -65,7 +77,7 @@ public class EnhancedASTDiff {
 			case "AKKA":
 				ActorSystem system = null;
 				ActorRef parsingActor = null;
-				final EDiffMessage msg = new EDiffMessage(0, allMessageFiles,eDiffTimeout,actionType);
+				final EDiffMessage msg = new EDiffMessage(0, allMessageFiles,eDiffTimeout,innerPool);
 				try {
 					log.info("Akka begins...");
 					log.info("{} files to process ...", allMessageFiles.size());
@@ -79,25 +91,25 @@ public class EnhancedASTDiff {
 				}
 				break;
 			case "FORKJOIN":
-				int counter = new Object() {
-					int counter = 0;
-
-					{
-						allMessageFiles.stream().
-								parallel().
-								peek(x -> counter++).
-								forEach(m ->
-										{
-											EDiffHunkParser parser =  new EDiffHunkParser();
-											parser.parseFixPatterns(m.getPrevFile(),m.getRevFile(), m.getDiffEntryFile(),project,actionType);
-											if (counter % 10 == 0) {
-												log.info("Finalized parsing " + counter + " files... remaing " + (allMessageFiles.size() - counter));
-											}
-										}
-								);
-					}
-				}.counter;
-				log.info("Finished parsing {} files",counter);
+//				int counter = new Object() {
+//					int counter = 0;
+//
+//					{
+//						allMessageFiles.stream().
+//								parallel().
+//								peek(x -> counter++).
+//								forEach(m ->
+//										{
+//											EDiffHunkParser parser =  new EDiffHunkParser();
+//											parser.parseFixPatterns(m.getPrevFile(),m.getRevFile(), m.getDiffEntryFile(),project,msg.getInnerPool());
+//											if (counter % 10 == 0) {
+//												log.info("Finalized parsing " + counter + " files... remaing " + (allMessageFiles.size() - counter));
+//											}
+//										}
+//								);
+//					}
+//				}.counter;
+//				log.info("Finished parsing {} files",counter);
 				break;
 			default:
 				log.error("Unknown parallelism {}", parallelism);
@@ -115,26 +127,29 @@ public class EnhancedASTDiff {
 	private static List<MessageFile> getMessageFiles(String gumTreeInput) {
 		String inputPath = gumTreeInput; // prevFiles  revFiles diffentryFile positionsFile
 		File revFilesPath = new File(inputPath + "revFiles/");
-		File[] revFiles = revFilesPath.listFiles();   // project folders
-		List<MessageFile> msgFiles = new ArrayList<>();
-        if (revFiles.length >= 0) {
-            for (File revFile : revFiles) {
-                String fileName = revFile.getName();
-                File prevFile = new File(gumTreeInput + "prevFiles/prev_" + fileName);// previous file
-                fileName = fileName.replace(".java", ".txt");
-                File diffentryFile = new File(gumTreeInput + "DiffEntries/" + fileName); // DiffEntry file
+		log.info(revFilesPath.getPath());
+		File[] revFiles = revFilesPath.listFiles();
+		if (revFiles!= null ){
+	//		List<File> collect = Arrays.stream(revFiles).filter(x -> x.getName().startsWith("b50867_6e80c3_src#main#java#org#apache#hadoop#hbase#regionserver#HRegion"))
+	//				.collect(Collectors.toList());// project folders
+			List<MessageFile> msgFiles = new ArrayList<>();
+			for (File revFile : revFiles) {
+	//		for (File revFile : collect) {
+				String fileName = revFile.getName();
+				File prevFile = new File(gumTreeInput + "prevFiles/prev_" + fileName);// previous file
+				fileName = fileName.replace(".java", ".txt");
+				File diffentryFile = new File(gumTreeInput + "DiffEntries/" + fileName); // DiffEntry file
 
-                MessageFile msgFile = new MessageFile(revFile, prevFile, diffentryFile);
+				MessageFile msgFile = new MessageFile(revFile, prevFile, diffentryFile);
 
-                msgFiles.add(msgFile);
+				msgFiles.add(msgFile);
 
-            }
+			}
 
-            return msgFiles;
-        }
-        else{
-            return null;
-        }
+			return msgFiles;
+		}else{
+			return null;
+		}
 	}
 
 
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/jobs/ImportPairs2DB.java b/src/main/java/edu/lu/uni/serval/fixminer/jobs/ImportPairs2DB.java
old mode 100644
new mode 100755
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/jobs/MultiThreadTreeLoaderCluster.java b/src/main/java/edu/lu/uni/serval/fixminer/jobs/MultiThreadTreeLoaderCluster.java
old mode 100644
new mode 100755
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/jobs/MultiThreadTreeLoaderCluster3.java b/src/main/java/edu/lu/uni/serval/fixminer/jobs/MultiThreadTreeLoaderCluster3.java
old mode 100644
new mode 100755
index e542cc5..10aa82f
--- a/src/main/java/edu/lu/uni/serval/fixminer/jobs/MultiThreadTreeLoaderCluster3.java
+++ b/src/main/java/edu/lu/uni/serval/fixminer/jobs/MultiThreadTreeLoaderCluster3.java
@@ -2,6 +2,7 @@ package edu.lu.uni.serval.fixminer.jobs;
 
 import com.github.gumtreediff.tree.ITree;
 import com.github.gumtreediff.tree.TreeContext;
+import com.github.gumtreediff.tree.TreeUtils;
 import edu.lu.uni.serval.fixminer.akka.ediff.HierarchicalActionSet;
 import edu.lu.uni.serval.utils.CallShell;
 import edu.lu.uni.serval.utils.EDiffHelper;
@@ -171,6 +172,7 @@ public class MultiThreadTreeLoaderCluster3 {
 
 
 
+
     public static List<String> getNames(ITree oldTree, List<String> oldTokens){
 
         List<ITree> descendants = oldTree.getDescendants();
@@ -209,17 +211,26 @@ public class MultiThreadTreeLoaderCluster3 {
                 List<String> m = new ArrayList<String>();
                 if(label.startsWith("UPD")){
                     upd = true;
-                    java.util.regex.Matcher matcher;
-                    if(sType.equals("53")){
-                        String timeRegex = ".*@@(ClassInstanceCreation:new [a-zA-Z0-9]+).*@TO@\\s(ClassInstanceCreation:new [a-zA-Z0-9]+).*";
-                        Pattern pattern = Pattern.compile(timeRegex, Pattern.DOTALL);
-                        matcher= pattern.matcher(split[1]);
-                    }else {
-                        String timeRegex = "@@(.*)@TO@(.*)";
-                        Pattern pattern = Pattern.compile(timeRegex, Pattern.DOTALL);
-                        matcher = pattern.matcher(split[1]);
-                    }
+
+                    String timeRegex = "UPD (AnonymousClassDeclaration|ArrayAccess|ArrayCreation|ArrayInitializer|ArrayType|AssertStatement|Assignment|Block|BooleanLiteral|BreakStatement|CastExpression|CatchClause|CharacterLiteral|ClassInstanceCreation|CompilationUnit|ConditionalExpression|ConstructorInvocation|ContinueStatement|DoStatement|EmptyStatement|ExpressionStatement|FieldAccess|FieldDeclaration|ForStatement|IfStatement|ImportDeclaration|InfixExpression|Initializer|Javadoc|LabeledStatement|MethodDeclaration|MethodInvocation|NullLiteral|NumberLiteral|PackageDeclaration|ParenthesizedExpression|PostfixExpression|PrefixExpression|PrimitiveType|QualifiedName|ReturnStatement|SimpleName|SimpleType|SingleVariableDeclaration|StringLiteral|SuperConstructorInvocation|SuperFieldAccess|SuperMethodInvocation|SwitchCase|SwitchStatement|SynchronizedStatement|ThisExpression|ThrowStatement|TryStatement|TypeDeclaration|TypeDeclarationStatement|TypeLiteral|VariableDeclarationExpression|VariableDeclarationFragment|VariableDeclarationStatement|WhileStatement|InstanceofExpression|LineComment|BlockComment|TagElement|TextElement|MemberRef|MethodRef|MethodRefParameter|EnhancedForStatement|EnumDeclaration|EnumConstantDeclaration|TypeParameter|ParameterizedType|QualifiedType|WildcardType|NormalAnnotation|MarkerAnnotation|SingleMemberAnnotation|MemberValuePair|AnnotationTypeDeclaration|AnnotationTypeMemberDeclaration|Modifier|UnionType|Dimension|LambdaExpression|IntersectionType|NameQualifiedType|CreationReference|ExpressionMethodReference|SuperMethodReference|TypeMethodReference)@@(.*)@TO@(.*)@AT@";
+//                    java.util.regex.Matcher matcher;
+//                    if(sType.equals("53")){
+//                        String timeRegex = ".*@@(ClassInstanceCreation:new [a-zA-Z0-9]+).*@TO@\\s(ClassInstanceCreation:new [a-zA-Z0-9]+).*";
+//                        Pattern pattern = Pattern.compile(timeRegex, Pattern.DOTALL);
+//                        matcher= pattern.matcher(split[1]);
+//                    }else {
+//                        String timeRegex = "@@(.*)@TO@(.*)";
+//                        Pattern pattern = Pattern.compile(timeRegex, Pattern.DOTALL);
+//                        matcher = pattern.matcher(split[1]);
+//                    }
+                    Pattern pattern = Pattern.compile(timeRegex, Pattern.DOTALL);
+                    java.util.regex.Matcher matcher = pattern.matcher(label);
+
+
                     if (matcher.matches()) {
+                        String group = matcher.group(2);
+                        String group1 = matcher.group(3);
+
                         String hours = matcher.group(1);
                         String to = matcher.group(2);
                         if(sType.equals("31")){
@@ -296,11 +307,16 @@ public class MultiThreadTreeLoaderCluster3 {
 
                     }
                 }else if(label.startsWith("INS") && upd == false){
-                    String timeRegex = "@@(.*)@TO@(.*)";
+                    String timeRegex ="MOV (AnonymousClassDeclaration|ArrayAccess|ArrayCreation|ArrayInitializer|ArrayType|AssertStatement|Assignment|Block|BooleanLiteral|BreakStatement|CastExpression|CatchClause|CharacterLiteral|ClassInstanceCreation|CompilationUnit|ConditionalExpression|ConstructorInvocation|ContinueStatement|DoStatement|EmptyStatement|ExpressionStatement|FieldAccess|FieldDeclaration|ForStatement|IfStatement|ImportDeclaration|InfixExpression|Initializer|Javadoc|LabeledStatement|MethodDeclaration|MethodInvocation|NullLiteral|NumberLiteral|PackageDeclaration|ParenthesizedExpression|PostfixExpression|PrefixExpression|PrimitiveType|QualifiedName|ReturnStatement|SimpleName|SimpleType|SingleVariableDeclaration|StringLiteral|SuperConstructorInvocation|SuperFieldAccess|SuperMethodInvocation|SwitchCase|SwitchStatement|SynchronizedStatement|ThisExpression|ThrowStatement|TryStatement|TypeDeclaration|TypeDeclarationStatement|TypeLiteral|VariableDeclarationExpression|VariableDeclarationFragment|VariableDeclarationStatement|WhileStatement|InstanceofExpression|LineComment|BlockComment|TagElement|TextElement|MemberRef|MethodRef|MethodRefParameter|EnhancedForStatement|EnumDeclaration|EnumConstantDeclaration|TypeParameter|ParameterizedType|QualifiedType|WildcardType|NormalAnnotation|MarkerAnnotation|SingleMemberAnnotation|MemberValuePair|AnnotationTypeDeclaration|AnnotationTypeMemberDeclaration|Modifier|UnionType|Dimension|LambdaExpression|IntersectionType|NameQualifiedType|CreationReference|ExpressionMethodReference|SuperMethodReference|TypeMethodReference)@@(.*)@TO@ (AnonymousClassDeclaration|ArrayAccess|ArrayCreation|ArrayInitializer|ArrayType|AssertStatement|Assignment|Block|BooleanLiteral|BreakStatement|CastExpression|CatchClause|CharacterLiteral|ClassInstanceCreation|CompilationUnit|ConditionalExpression|ConstructorInvocation|ContinueStatement|DoStatement|EmptyStatement|ExpressionStatement|FieldAccess|FieldDeclaration|ForStatement|IfStatement|ImportDeclaration|InfixExpression|Initializer|Javadoc|LabeledStatement|MethodDeclaration|MethodInvocation|NullLiteral|NumberLiteral|PackageDeclaration|ParenthesizedExpression|PostfixExpression|PrefixExpression|PrimitiveType|QualifiedName|ReturnStatement|SimpleName|SimpleType|SingleVariableDeclaration|StringLiteral|SuperConstructorInvocation|SuperFieldAccess|SuperMethodInvocation|SwitchCase|SwitchStatement|SynchronizedStatement|ThisExpression|ThrowStatement|TryStatement|TypeDeclaration|TypeDeclarationStatement|TypeLiteral|VariableDeclarationExpression|VariableDeclarationFragment|VariableDeclarationStatement|WhileStatement|InstanceofExpression|LineComment|BlockComment|TagElement|TextElement|MemberRef|MethodRef|MethodRefParameter|EnhancedForStatement|EnumDeclaration|EnumConstantDeclaration|TypeParameter|ParameterizedType|QualifiedType|WildcardType|NormalAnnotation|MarkerAnnotation|SingleMemberAnnotation|MemberValuePair|AnnotationTypeDeclaration|AnnotationTypeMemberDeclaration|Modifier|UnionType|Dimension|LambdaExpression|IntersectionType|NameQualifiedType|CreationReference|ExpressionMethodReference|SuperMethodReference|TypeMethodReference)@@(.*)@AT@";
+//
+//                    String timeRegex = "@@(.*)@TO@(.*)";
                     Pattern pattern = Pattern.compile(timeRegex, Pattern.DOTALL);
-                    java.util.regex.Matcher matcher = pattern.matcher(split[1]);
+                    java.util.regex.Matcher matcher = pattern.matcher(label);
 
                     if (matcher.matches()) {
+                        String group = matcher.group(2);
+                        String group1 = matcher.group(4);
+
                         String hours = matcher.group(1);
                         if (hours.startsWith("MethodName:")) {
                             String methodName = hours.split(":")[1];
@@ -313,11 +329,13 @@ public class MultiThreadTreeLoaderCluster3 {
                     }
 
                 }else if(label.startsWith("DEL") && upd == false){
-                    String timeRegex = "@@(.*)";
+                    String timeRegex = "DEL (AnonymousClassDeclaration|ArrayAccess|ArrayCreation|ArrayInitializer|ArrayType|AssertStatement|Assignment|Block|BooleanLiteral|BreakStatement|CastExpression|CatchClause|CharacterLiteral|ClassInstanceCreation|CompilationUnit|ConditionalExpression|ConstructorInvocation|ContinueStatement|DoStatement|EmptyStatement|ExpressionStatement|FieldAccess|FieldDeclaration|ForStatement|IfStatement|ImportDeclaration|InfixExpression|Initializer|Javadoc|LabeledStatement|MethodDeclaration|MethodInvocation|NullLiteral|NumberLiteral|PackageDeclaration|ParenthesizedExpression|PostfixExpression|PrefixExpression|PrimitiveType|QualifiedName|ReturnStatement|SimpleName|SimpleType|SingleVariableDeclaration|StringLiteral|SuperConstructorInvocation|SuperFieldAccess|SuperMethodInvocation|SwitchCase|SwitchStatement|SynchronizedStatement|ThisExpression|ThrowStatement|TryStatement|TypeDeclaration|TypeDeclarationStatement|TypeLiteral|VariableDeclarationExpression|VariableDeclarationFragment|VariableDeclarationStatement|WhileStatement|InstanceofExpression|LineComment|BlockComment|TagElement|TextElement|MemberRef|MethodRef|MethodRefParameter|EnhancedForStatement|EnumDeclaration|EnumConstantDeclaration|TypeParameter|ParameterizedType|QualifiedType|WildcardType|NormalAnnotation|MarkerAnnotation|SingleMemberAnnotation|MemberValuePair|AnnotationTypeDeclaration|AnnotationTypeMemberDeclaration|Modifier|UnionType|Dimension|LambdaExpression|IntersectionType|NameQualifiedType|CreationReference|ExpressionMethodReference|SuperMethodReference|TypeMethodReference)@@(.*)@AT@";
+//                    String timeRegex = "@@(.*)";
                     Pattern pattern = Pattern.compile(timeRegex, Pattern.DOTALL);
-                    java.util.regex.Matcher matcher = pattern.matcher(split[1]);
+                    java.util.regex.Matcher matcher = pattern.matcher(label);
 
                     if (matcher.matches()) {
+                        String group = matcher.group(2);
                         String hours = matcher.group(1);
                         if (hours.startsWith("MethodName:")){
                             String methodName = hours.split(":")[1];
@@ -327,11 +345,15 @@ public class MultiThreadTreeLoaderCluster3 {
                         }
                     }
                 }else if(label.startsWith("MOV")  && upd == false){
-                    String timeRegex = "@@(.*)@TO@(.*)";
+                    String timeRegex ="MOV (AnonymousClassDeclaration|ArrayAccess|ArrayCreation|ArrayInitializer|ArrayType|AssertStatement|Assignment|Block|BooleanLiteral|BreakStatement|CastExpression|CatchClause|CharacterLiteral|ClassInstanceCreation|CompilationUnit|ConditionalExpression|ConstructorInvocation|ContinueStatement|DoStatement|EmptyStatement|ExpressionStatement|FieldAccess|FieldDeclaration|ForStatement|IfStatement|ImportDeclaration|InfixExpression|Initializer|Javadoc|LabeledStatement|MethodDeclaration|MethodInvocation|NullLiteral|NumberLiteral|PackageDeclaration|ParenthesizedExpression|PostfixExpression|PrefixExpression|PrimitiveType|QualifiedName|ReturnStatement|SimpleName|SimpleType|SingleVariableDeclaration|StringLiteral|SuperConstructorInvocation|SuperFieldAccess|SuperMethodInvocation|SwitchCase|SwitchStatement|SynchronizedStatement|ThisExpression|ThrowStatement|TryStatement|TypeDeclaration|TypeDeclarationStatement|TypeLiteral|VariableDeclarationExpression|VariableDeclarationFragment|VariableDeclarationStatement|WhileStatement|InstanceofExpression|LineComment|BlockComment|TagElement|TextElement|MemberRef|MethodRef|MethodRefParameter|EnhancedForStatement|EnumDeclaration|EnumConstantDeclaration|TypeParameter|ParameterizedType|QualifiedType|WildcardType|NormalAnnotation|MarkerAnnotation|SingleMemberAnnotation|MemberValuePair|AnnotationTypeDeclaration|AnnotationTypeMemberDeclaration|Modifier|UnionType|Dimension|LambdaExpression|IntersectionType|NameQualifiedType|CreationReference|ExpressionMethodReference|SuperMethodReference|TypeMethodReference)@@(.*)@TO@ (AnonymousClassDeclaration|ArrayAccess|ArrayCreation|ArrayInitializer|ArrayType|AssertStatement|Assignment|Block|BooleanLiteral|BreakStatement|CastExpression|CatchClause|CharacterLiteral|ClassInstanceCreation|CompilationUnit|ConditionalExpression|ConstructorInvocation|ContinueStatement|DoStatement|EmptyStatement|ExpressionStatement|FieldAccess|FieldDeclaration|ForStatement|IfStatement|ImportDeclaration|InfixExpression|Initializer|Javadoc|LabeledStatement|MethodDeclaration|MethodInvocation|NullLiteral|NumberLiteral|PackageDeclaration|ParenthesizedExpression|PostfixExpression|PrefixExpression|PrimitiveType|QualifiedName|ReturnStatement|SimpleName|SimpleType|SingleVariableDeclaration|StringLiteral|SuperConstructorInvocation|SuperFieldAccess|SuperMethodInvocation|SwitchCase|SwitchStatement|SynchronizedStatement|ThisExpression|ThrowStatement|TryStatement|TypeDeclaration|TypeDeclarationStatement|TypeLiteral|VariableDeclarationExpression|VariableDeclarationFragment|VariableDeclarationStatement|WhileStatement|InstanceofExpression|LineComment|BlockComment|TagElement|TextElement|MemberRef|MethodRef|MethodRefParameter|EnhancedForStatement|EnumDeclaration|EnumConstantDeclaration|TypeParameter|ParameterizedType|QualifiedType|WildcardType|NormalAnnotation|MarkerAnnotation|SingleMemberAnnotation|MemberValuePair|AnnotationTypeDeclaration|AnnotationTypeMemberDeclaration|Modifier|UnionType|Dimension|LambdaExpression|IntersectionType|NameQualifiedType|CreationReference|ExpressionMethodReference|SuperMethodReference|TypeMethodReference)@@(.*)@AT@";
+//                    String timeRegex = "@@(.*)@TO@(.*)";
                     Pattern pattern = Pattern.compile(timeRegex, Pattern.DOTALL);
-                    java.util.regex.Matcher matcher = pattern.matcher(split[1]);
+                    java.util.regex.Matcher matcher = pattern.matcher(label);
 
                     if (matcher.matches()) {
+                        String group = matcher.group(2);
+                        String group1 = matcher.group(4);
+
                         String hours = matcher.group(1);
                         if (hours.startsWith("MethodName:")){
                             String methodName = hours.split(":")[1];
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/jobs/PatternExtractor.java b/src/main/java/edu/lu/uni/serval/fixminer/jobs/PatternExtractor.java
old mode 100644
new mode 100755
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/jobs/StoreEDiffInCache.java b/src/main/java/edu/lu/uni/serval/fixminer/jobs/StoreEDiffInCache.java
old mode 100644
new mode 100755
index e04f260..ccd523a
--- a/src/main/java/edu/lu/uni/serval/fixminer/jobs/StoreEDiffInCache.java
+++ b/src/main/java/edu/lu/uni/serval/fixminer/jobs/StoreEDiffInCache.java
@@ -4,6 +4,8 @@ import edu.lu.uni.serval.fixminer.akka.ediff.HierarchicalActionSet;
 import edu.lu.uni.serval.utils.CallShell;
 import edu.lu.uni.serval.utils.EDiffHelper;
 import edu.lu.uni.serval.utils.PoolBuilder;
+import org.redisson.Redisson;
+import org.redisson.api.RedissonClient;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 import redis.clients.jedis.Jedis;
@@ -25,9 +27,9 @@ public class StoreEDiffInCache {
     private static Logger log = LoggerFactory.getLogger(StoreEDiffInCache.class);
 
 
-    public static void main(String inputPath,String portInner,String dbDir,String chunkName,String operation) throws Exception {
+    public static void main(String inputPath,String portInner,String dbDir,String chunkName) throws Exception {
 
-        String parameters = String.format("\nInput path %s \nportInner %s \nchunkName %s \ndbDir %s \noperation %s",inputPath,portInner,chunkName,dbDir,operation);
+        String parameters = String.format("\nInput path %s \nportInner %s \nchunkName %s \ndbDir %s \noperation %s",inputPath,portInner,chunkName,dbDir);
         log.info(parameters);
         CallShell cs = new CallShell();
         String cmd = "bash "+dbDir + "/" + "startServer.sh" +" %s %s %s";
@@ -137,7 +139,7 @@ public class StoreEDiffInCache {
 
             try (Jedis inner = innerPool.getResource()) {
 
-                inner.set(key, EDiffHelper.toString(actionSet));
+                inner.set(key.getBytes(), EDiffHelper.toByteArray(actionSet));
             }
 
 
diff --git a/src/main/java/edu/lu/uni/serval/fixminer/jobs/TreeLoaderClusterL1.java b/src/main/java/edu/lu/uni/serval/fixminer/jobs/TreeLoaderClusterL1.java
old mode 100644
new mode 100755
diff --git a/src/main/java/edu/lu/uni/serval/utils/ASTNodeMap.java b/src/main/java/edu/lu/uni/serval/utils/ASTNodeMap.java
old mode 100644
new mode 100755
diff --git a/src/main/java/edu/lu/uni/serval/utils/CallShell.java b/src/main/java/edu/lu/uni/serval/utils/CallShell.java
old mode 100644
new mode 100755
index 85c76ab..6b70789
--- a/src/main/java/edu/lu/uni/serval/utils/CallShell.java
+++ b/src/main/java/edu/lu/uni/serval/utils/CallShell.java
@@ -81,6 +81,7 @@ try{
 
                     runPing(command);
                 }else{
+                    TimeUnit.MINUTES.sleep(1);
                     System.out.println(e);
 
                 }
diff --git a/src/main/java/edu/lu/uni/serval/utils/Checker.java b/src/main/java/edu/lu/uni/serval/utils/Checker.java
old mode 100644
new mode 100755
diff --git a/src/main/java/edu/lu/uni/serval/utils/ClusterToPattern.java b/src/main/java/edu/lu/uni/serval/utils/ClusterToPattern.java
old mode 100644
new mode 100755
index 0285940..4b095a4
--- a/src/main/java/edu/lu/uni/serval/utils/ClusterToPattern.java
+++ b/src/main/java/edu/lu/uni/serval/utils/ClusterToPattern.java
@@ -3,16 +3,12 @@ package edu.lu.uni.serval.utils;
 import com.github.gumtreediff.tree.ITree;
 import com.github.gumtreediff.tree.TreeContext;
 import edu.lu.uni.serval.fixminer.akka.ediff.HierarchicalActionSet;
+import org.apache.commons.io.FileUtils;
 import redis.clients.jedis.Jedis;
 import redis.clients.jedis.JedisPool;
 
-import java.io.BufferedWriter;
-import java.io.File;
-import java.io.FileWriter;
-import java.io.IOException;
-import java.util.Arrays;
-import java.util.List;
-import java.util.Set;
+import java.io.*;
+import java.util.*;
 import java.util.stream.Collectors;
 import java.util.stream.Stream;
 
@@ -22,8 +18,81 @@ public class ClusterToPattern {
         String shapesFolder = "/Users/anil.koyuncu/projects/fixminer-all/enhancedASTDiff/python/data/shapes";
 
         String port = "6399";
-        JedisPool outerPool = new JedisPool(PoolBuilder.getPoolConfig(), "127.0.0.1",Integer.valueOf(port),20000000);
+//        JedisPool outerPool = new JedisPool(PoolBuilder.getPoolConfig(), "127.0.0.1",Integer.valueOf(port),20000000);
+        Jedis jedis = new Jedis("127.0.0.1",Integer.valueOf(port),20000000);
+//        writeTofFile(shapesFolder, outerPool);
 
+//        File file = new File(shapesFolder);
+//
+//
+//        File[] files = file.listFiles();
+//        ArrayList<String> strings = new ArrayList<>();
+//        List<File> folders = Arrays.stream(files).filter(x -> x.isDirectory())
+//                .collect(Collectors.toList());
+//        for (File target : folders) {
+//            File[] files2 = target.listFiles();
+//            for (File file1 : files2) {
+//                File[] files1 = file1.listFiles();
+//                strings.add(((File)files1[0]).listFiles()[0].getName());
+////                System.out.println();
+//
+//            }
+//
+////            Collection<File> files1 = FileUtils.listFiles(target, null, true);
+//
+//        }
+//
+//        for (String string : strings) {
+//            export("*"+string,jedis);
+//        }
+
+//        String export = export("VariableDeclarationStatement"+"/*/camel_8f0c15_ab3e17_camel-core#src#main#java#org#apache#camel#component#bean#BeanInfo.txt_0", jedis);
+        String export = export(args[0], jedis);
+        System.out.println(export);
+
+    }
+
+    private static String export(String filename,Jedis outer) throws IOException, ClassNotFoundException {
+
+//        String key = shape.getName() + "/*/" + file.getName();
+//        Jedis outer = outerPool.getResource();
+        String s = null;//inner.get(prefix.replace("-","/") +"/"+dist2load);
+        Set<String> keys = outer.keys(filename);
+        if (keys.size() == 1) {
+            s = (String) keys.toArray()[0];
+        } else {
+            throw new Error("cok key");
+        }
+
+        byte[] si = outer.get(s.getBytes());
+//        HierarchicalActionSet actionSet = (HierarchicalActionSet) EDiffHelper.fromString(si);
+        HierarchicalActionSet actionSet = (HierarchicalActionSet) EDiffHelper.fromByteArray(si);
+//        ITree tree = null;
+//        ITree parent = null;
+//        ITree children =null;
+//        TreeContext tc = new TreeContext();
+//        tree = EDiffHelper.getASTTree(actionSet, parent, children,tc);
+//        tree.setParent(null);
+//        tc.validate();
+//
+//        String s2 = tree.toStaticHashString();
+//        try(FileWriter fw = new FileWriter("myfile.txt", true);
+//            BufferedWriter bw = new BufferedWriter(fw);
+//            PrintWriter out = new PrintWriter(bw))
+//        {
+//            out.println(s2);
+//            //more code
+//        } catch (IOException e) {
+//            //exception handling left as an exercise for the reader
+//        }
+
+        String s1 = actionSet.toString();
+        outer.close();
+        return s1;
+    }
+
+
+    private static void writeTofFile(String shapesFolder, JedisPool outerPool) throws IOException, ClassNotFoundException {
         File folder = new File(shapesFolder);
 
         File[] listOfFiles = folder.listFiles();
@@ -39,8 +108,10 @@ public class ClusterToPattern {
                     .collect(Collectors.toList());
             for(File cluster:fileList){
                 File[] files = cluster.listFiles();
+//                for (File f:files) {
+//                    File file = f.listFiles()[0];
                 File file = files[0];
-                String key = shape.getName() + "/*/"+file.getName();
+                String key = shape.getName() + "/*/" + file.getName();
                 Jedis outer = outerPool.getResource();
                 String s = null;//inner.get(prefix.replace("-","/") +"/"+dist2load);
                 Set<String> keys = outer.keys(key);
@@ -55,17 +126,18 @@ public class ClusterToPattern {
 
 
                 String s1 = actionSet.toString();
-                File saveFile = new File(folder.getParent()+"/shapePatterns/" +shape.getName()+"/"+cluster.getName()+".pattern");
+//                File saveFile = new File(folder.getParent() + "/actionPatterns/" + shape.getName() + "/" + cluster.getName() +"/"+f.getName()+ ".pattern");
+                File saveFile = new File(folder.getParent() + "/shapePatterns/" + shape.getName() + "/" + cluster.getName() + ".pattern");
                 saveFile.getParentFile().mkdirs();
                 BufferedWriter writer = new BufferedWriter(new FileWriter(saveFile));
                 writer.write(s1);
 
-                writer.close();
+                    writer.close();
+//                }
 
 
             }
 
         }
-
     }
 }
diff --git a/src/main/java/edu/lu/uni/serval/utils/EDiffHelper.java b/src/main/java/edu/lu/uni/serval/utils/EDiffHelper.java
old mode 100644
new mode 100755
index 766f154..df95124
--- a/src/main/java/edu/lu/uni/serval/utils/EDiffHelper.java
+++ b/src/main/java/edu/lu/uni/serval/utils/EDiffHelper.java
@@ -3,14 +3,18 @@ package edu.lu.uni.serval.utils;
 import com.github.gumtreediff.actions.model.*;
 import com.github.gumtreediff.tree.ITree;
 import com.github.gumtreediff.tree.TreeContext;
+import com.github.gumtreediff.tree.TreeUtils;
 import edu.lu.uni.serval.fixminer.akka.ediff.HierarchicalActionSet;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 import redis.clients.jedis.Jedis;
 import redis.clients.jedis.JedisPool;
+import org.javatuples.Pair;
 
 import java.io.*;
 import java.util.*;
+import java.util.regex.Matcher;
+import java.util.regex.Pattern;
 import java.util.stream.Collectors;
 
 /**
@@ -39,6 +43,24 @@ public class EDiffHelper {
     }
 
 
+    public static Object fromByteArray( byte[] data ) throws IOException,
+            ClassNotFoundException {
+//        byte [] data = Base64.getDecoder().decode( s );
+        ObjectInputStream ois = new ObjectInputStream(
+                new ByteArrayInputStream(  data ) );
+        Object o  = ois.readObject();
+        ois.close();
+        return o;
+    }
+    /** Write the object to a Base64 string. */
+    public static byte[] toByteArray(Serializable o ) throws IOException {
+        ByteArrayOutputStream baos = new ByteArrayOutputStream();
+        ObjectOutputStream oos = new ObjectOutputStream( baos );
+        oos.writeObject( o );
+        oos.close();
+        return baos.toByteArray();
+    }
+
     public static ITree getTokenTree(HierarchicalActionSet actionSet, ITree parent, ITree children,TreeContext tc){
 
         int newType = 0;
@@ -79,6 +101,66 @@ public class EDiffHelper {
     }
 
 
+
+    public static ITree getTargetTree(HierarchicalActionSet actionSet, ITree parent, ITree children, TreeContext tc){
+
+        int newType = 0;
+
+        String astNodeType = null;
+
+        Action action = actionSet.getAction();
+        if (action instanceof Update){
+            astNodeType = actionSet.getAstNodeType();
+            List<Integer> keysByValue = getKeysByValue(ASTNodeMap.map, astNodeType);
+
+            if(keysByValue.size() != 1){
+                log.error("More than 1");
+            }
+            newType = keysByValue.get(0);
+        }else if(action instanceof Insert){
+            newType = ((Insert)action).getParent().getType();
+        }else if(action instanceof Move){
+            newType = ((Move)action).getParent().getType();
+        }else if(action instanceof Delete){
+            astNodeType = actionSet.getAstNodeType();
+            List<Integer> keysByValue = getKeysByValue(ASTNodeMap.map, astNodeType);
+
+            if(keysByValue.size() != 1){
+                log.error("More than 1");
+            }
+            newType = keysByValue.get(0);
+        }
+
+
+
+        if(actionSet.getParent() == null){
+            //root
+
+//            parent = new Tree(newType,"");
+            parent = tc.createTree(newType, "", null);
+            tc.setRoot(parent);
+        }else{
+//            children = new Tree(newType,"");
+//            parent.addChild(children);
+            children = tc.createTree(newType, "", null);
+            children.setParentAndUpdateChildren(parent);
+        }
+        List<HierarchicalActionSet> subActions = actionSet.getSubActions();
+        if (subActions.size() != 0){
+            for (HierarchicalActionSet subAction : subActions) {
+
+                if(actionSet.getParent() == null){
+                    children = parent;
+                }
+                getTargetTree(subAction,children,null,tc);
+
+            }
+
+
+        }
+        return parent;
+    }
+
     public static ITree getASTTree(HierarchicalActionSet actionSet, ITree parent, ITree children, TreeContext tc){
 
         int newType = 0;
@@ -163,25 +245,89 @@ public class EDiffHelper {
     }
 
 
-    public static ITree getShapes(String prefix, String fn, JedisPool outerPool) {
+    public static ITree getShapes(String prefix, String fn, JedisPool outerPool,JedisPool innerPool) {
 
         ITree tree = null;
-        Jedis inner = null;
-        try {
-            inner = outerPool.getResource();
-            while (!inner.ping().equals("PONG")){
-                log.info("wait");
+//        Jedis inner = null;
+//        Jedis outer = null;
+        try (Jedis inner = innerPool.getResource(); Jedis outer = outerPool.getResource()) {
+//            inner = innerPool.getResource();
+            try {
+                while (!inner.ping().equals("PONG")) {
+                    log.info("wait");
+                }
+                inner.select(1);
+                String dist2load = inner.get(prefix + "-" + fn);
+
+//            outer = outerPool.getResource();
+                outer.select(0);
+                String key = prefix.replace("-", "/") + "/" + dist2load;
+                byte[] s = outer.get(key.getBytes());
+                HierarchicalActionSet actionSet = (HierarchicalActionSet) EDiffHelper.fromByteArray(s);
+
+                ITree parent = null;
+                ITree children = null;
+                TreeContext tc = new TreeContext();
+                tree = EDiffHelper.getASTTree(actionSet, parent, children, tc);
+                //tree.setParent(null);
+                tc.validate();
+
+            } catch (IOException e) {
+                e.printStackTrace();
+            } catch (ClassNotFoundException e) {
+                e.printStackTrace();
             }
-            inner.select(1);
-            String dist2load = inner.get(prefix+"-"+fn);
-            inner.select(0);
-            String s = inner.get(prefix.replace("-","/") +"/"+dist2load);
-            HierarchicalActionSet actionSet = (HierarchicalActionSet) EDiffHelper.fromString(s);
+        }
+//            finally {
+//            if (inner != null) {
+//                inner.close();
+//            }
+//            if (outer != null) {
+//                outer.close();
+//            }
+//        }
+        return tree;
+
+    }
+
+
+    public static ITree getTargets(String prefix, String fn, JedisPool outerPool,JedisPool innerPool) {
+
+        ITree tree = null;
+//        Jedis inner = null;
+//        Jedis outer = null;
+        try {
+            String dist2load =  null;
+            String si = null;
+            try(Jedis inner = innerPool.getResource()){
+                inner.select(1);
+                dist2load = inner.get(prefix+"-"+fn);
+
+            }
+//            while (!inner.ping().equals("PONG")){
+//                log.info("wait");
+//            }
+            try(Jedis outer = outerPool.getResource()){
+                outer.select(0);
+                String s = null;
+                Set<String> keys = outer.keys(prefix.split("-")[0] + "/*/" + dist2load);
+                if (keys.size() == 1) {
+                    s = (String) keys.toArray()[0];
+                } else {
+                    throw new Error("cok key");
+                }
+                si = outer.get(s);
+
+            }
+
+
+//            String filename = project + "/"+type+"/" + pureFileName + ".txt_" + actionSetPosition;
+            HierarchicalActionSet actionSet = (HierarchicalActionSet) EDiffHelper.fromString(si);
 
             ITree parent = null;
             ITree children =null;
             TreeContext tc = new TreeContext();
-            tree = EDiffHelper.getASTTree(actionSet, parent, children,tc);
+            tree = EDiffHelper.getTargetTree(actionSet, parent, children,tc);
             //tree.setParent(null);
             tc.validate();
 
@@ -189,43 +335,100 @@ public class EDiffHelper {
             e.printStackTrace();
         } catch (ClassNotFoundException e) {
             e.printStackTrace();
-        }finally {
-            if (inner != null) {
-                inner.close();
-            }
         }
         return tree;
 
     }
 
 
-    public  static ITree getActions(String prefix,String firstValue, JedisPool outerPool,JedisPool innerPool) {
+    public static ITree getTargets(HierarchicalActionSet actionSet) {
+
+        ITree tree = null;
+//        Jedis inner = null;
+//        Jedis outer = null;
+        try {
+//            String dist2load =  null;
+//            String si = null;
+//            try(Jedis inner = innerPool.getResource()){
+//                inner.select(1);
+//                dist2load = inner.get(prefix+"-"+fn);
+//
+//            }
+////            while (!inner.ping().equals("PONG")){
+////                log.info("wait");
+////            }
+//            try(Jedis outer = outerPool.getResource()){
+//                outer.select(0);
+//                String s = null;
+//                Set<String> keys = outer.keys(prefix.split("-")[0] + "/*/" + dist2load);
+//                if (keys.size() == 1) {
+//                    s = (String) keys.toArray()[0];
+//                } else {
+//                    throw new Error("cok key");
+//                }
+//                si = outer.get(s);
+//
+//            }
+//
+//
+////            String filename = project + "/"+type+"/" + pureFileName + ".txt_" + actionSetPosition;
+//            HierarchicalActionSet actionSet = (HierarchicalActionSet) EDiffHelper.fromString(si);
+
+            ITree parent = null;
+            ITree children =null;
+            TreeContext tc = new TreeContext();
+            tree = EDiffHelper.getTargetTree(actionSet, parent, children,tc);
+            //tree.setParent(null);
+            tc.validate();
+        } catch (Exception e) {
+            e.printStackTrace();
+        }
+//
+//        } catch (IOException e) {
+//            e.printStackTrace();
+//        } catch (ClassNotFoundException e) {
+//            e.printStackTrace();
+//        }
+        return tree;
+
+    }
+
+
+    public  static Pair<ITree,HierarchicalActionSet> getActions(String prefix,String firstValue, JedisPool outerPool,JedisPool innerPool) {
 
 
         ITree tree = null;
-        Jedis inner = null;
-        Jedis outer = null;
-
+//        Jedis inner = null;
+//        Jedis outer = null;
+        HierarchicalActionSet actionSet = null;
 
         try {
-            inner = innerPool.getResource();
-            inner.select(1);
-            String dist2load = inner.get(prefix + "-" + firstValue);
-            outer = outerPool.getResource();
-            outer.select(0);
-            String s = null;//inner.get(prefix.replace("-","/") +"/"+dist2load);
-            Set<String> keys = outer.keys(prefix.split("-")[0] + "/*/" + dist2load);
-            if (keys.size() == 1) {
-                s = (String) keys.toArray()[0];
-            } else {
-                throw new Error("cok key");
-            }
+            String dist2load = null;
+            byte[] si = null;
+            try (Jedis inner = innerPool.getResource();Jedis outer = outerPool.getResource()){
 
+                inner.select(1);
+                dist2load = inner.get(prefix + "-" + firstValue);
+
+                outer.select(0);
+                String[] split = prefix.split("-");
+                String s = null;//inner.get(prefix.replace("-","/") +"/"+dist2load);
+//                Set<String> keys = outer.keys(split[0] + "/"+split[1]+"/" + dist2load);
+                String key = split[0] + "/"+split[1]+"/" + dist2load;
+//                if (keys.size() == 1) {
+//                    s = (String) keys.toArray()[0];
+//                } else {
+//                    throw new Error("cok key");
+//                }
+                si = outer.get(key.getBytes());
+
+//            String key = prefix.replace("-", "/") + "/" + dist2load;
+//            byte[] s = outer.get(key.getBytes());
+            actionSet = (HierarchicalActionSet) EDiffHelper.fromByteArray(si);
 
 //            String filename = project + "/"+type+"/" + pureFileName + ".txt_" + actionSetPosition;
-            String si = outer.get(s);
-            HierarchicalActionSet actionSet = (HierarchicalActionSet) EDiffHelper.fromString(si);
-
+//            actionSet = (HierarchicalActionSet) EDiffHelper.fromString(si);
+            }
 
             ITree parent = null;
             ITree children = null;
@@ -239,45 +442,56 @@ public class EDiffHelper {
             e.printStackTrace();
         } catch (ClassNotFoundException e) {
             e.printStackTrace();
-        } finally {
-            if (inner != null) {
-                inner.close();
-            }
-            if (outer != null) {
-                outer.close();
-            }
         }
-
-        return tree;
+        Pair<ITree, HierarchicalActionSet> pair = new Pair<>(tree,actionSet);
+        return pair;
+//        return tree;
     }
 
+    public static void getLeaves(ITree tc){
+
+        int height = tc.getHeight();
+       if(height == 0){
+           log.info(tc.getLabel());
+       }else{
+            List<ITree> children = tc.getChildren();
+            for (ITree child:children){
+                getLeaves(child);
+            }
+        }
+    }
 
     public  static ITree getTokens(String prefix,String firstValue, JedisPool outerPool,JedisPool innerPool) {
 
 
         ITree tree = null;
-        Jedis inner = null;
-        Jedis outer = null;
+//        Jedis inner = null;
+//        Jedis outer = null;
 
-
-        try {
-            inner = innerPool.getResource();
+        try{
+        try (Jedis inner = innerPool.getResource();Jedis outer = outerPool.getResource()) {
+//            inner = innerPool.getResource();
             inner.select(1);
             String dist2load = inner.get(prefix + "-" + firstValue);
-            outer = outerPool.getResource();
+//            outer = outerPool.getResource();
             outer.select(0);
-            String s = null;//inner.get(prefix.replace("-","/") +"/"+dist2load);
-            Set<String> keys = outer.keys(prefix.split("-")[0] + "/*/" + dist2load);
-            if (keys.size() == 1) {
-                s = (String) keys.toArray()[0];
-            } else {
-                throw new Error("cok key");
-            }
+//            String s = null;//inner.get(prefix.replace("-","/") +"/"+dist2load);
+//            Set<String> keys = outer.keys(prefix.split("-")[0] + "/*/" + dist2load);
+//            if (keys.size() == 1) {
+//                s = (String) keys.toArray()[0];
+//            } else {
+//                throw new Error("cok key");
+//            }
 
 
 //            String filename = project + "/"+type+"/" + pureFileName + ".txt_" + actionSetPosition;
-            String si = outer.get(s);
-            HierarchicalActionSet actionSet = (HierarchicalActionSet) EDiffHelper.fromString(si);
+            String[] split = prefix.split("-");
+//            String s = null;//inner.get(prefix.replace("-","/") +"/"+dist2load);
+//                Set<String> keys = outer.keys(split[0] + "/"+split[1]+"/" + dist2load);
+            String key = split[0] + "/"+split[1]+"/" + dist2load;
+            byte[] si = outer.get(key.getBytes());
+//            HierarchicalActionSet actionSet = (HierarchicalActionSet) EDiffHelper.fromString(si);
+            HierarchicalActionSet actionSet = (HierarchicalActionSet) EDiffHelper.fromByteArray(si);
 
 
             ITree parent = null;
@@ -286,21 +500,25 @@ public class EDiffHelper {
             tree = EDiffHelper.getTokenTree(actionSet, parent, children, tc);
             tree.setParent(null);
             tc.validate();
+//            getLeaves(tree);
+        }
 
 
         } catch (IOException e) {
             e.printStackTrace();
         } catch (ClassNotFoundException e) {
             e.printStackTrace();
-        } finally {
-            if (inner != null) {
-                inner.close();
-            }
-            if (outer != null) {
-                outer.close();
-            }
         }
 
+//        finally {
+//            if (inner != null) {
+//                inner.close();
+//            }
+//            if (outer != null) {
+//                outer.close();
+//            }
+
+
         return tree;
     }
 
@@ -349,4 +567,150 @@ public class EDiffHelper {
         }
         return parent;
     }
+
+
+    public static List<ITree> retainLeaves(List<ITree> trees) {
+        Iterator<ITree> tIt = trees.iterator();
+        while (tIt.hasNext()) {
+            ITree t = tIt.next();
+            if (!t.isLeaf()) tIt.remove();
+        }
+        return trees;
+    }
+
+    public static String getTokenAtNode(ITree leaf,String token){
+//        if (leaf.getParent() == null) {
+            String label = leaf.getLabel();
+            String key = label.split(String.valueOf(leaf.getType()))[0];
+            String group="";
+            Pattern pattern;
+            java.util.regex.Matcher matcher;
+
+            List<ITree> parents;
+            List<String> actionList = new ArrayList<>();
+            Set<String> uniqueGas = new HashSet<String>(actionList);
+            switch (key.trim()) {
+
+                case "DEL":
+                    parents = leaf.getParents();
+
+                    for (ITree parent : parents) {
+                        String s = parent.getLabel().split(String.valueOf(parent.getType()))[0];
+                        actionList.add(s);
+                    }
+                    actionList.add(key);
+
+                    if (uniqueGas.size() == 1){
+                        Optional<ITree> first = parents.stream().filter(p -> p.isRoot()).findFirst();
+                        if(first.isPresent()){
+                            ITree parent = first.get();
+                            label = parent.getLabel();
+                        }
+                    }
+
+                    pattern = Pattern.compile(delPattern);
+                    matcher = pattern.matcher(label);
+                    if (matcher.matches()) {
+                        group = matcher.group(2);
+
+                    }
+                    break;
+                case "INS":
+                    parents = leaf.getParents();
+
+                    for (ITree parent : parents) {
+                        String s = parent.getLabel().split(String.valueOf(parent.getType()))[0];
+                        actionList.add(s);
+                    }
+                    actionList.add(key);
+
+                    if (uniqueGas.size() == 1){
+                        Optional<ITree> first = parents.stream().filter(p -> p.isRoot()).findFirst();
+                        if(first.isPresent()){
+                            ITree parent = first.get();
+                            label = parent.getLabel();
+                        }
+                    }
+
+//
+                    pattern = Pattern.compile(insPattern);
+                    matcher = pattern.matcher(label);
+                    if (matcher.matches()) {
+                        group = matcher.group(2);// +" " + matcher.group(3);
+
+                    }
+                    break;
+                case "MOV":
+                    parents = leaf.getParents();
+
+                    for (ITree parent : parents) {
+                        String s = parent.getLabel().split(String.valueOf(parent.getType()))[0];
+                        actionList.add(s);
+                    }
+                    actionList.add(key);
+
+                    if (uniqueGas.size() == 1){
+                        Optional<ITree> first = parents.stream().filter(p -> p.isRoot()).findFirst();
+                        if(first.isPresent()){
+                            ITree parent = first.get();
+                            label = parent.getLabel();
+                        }
+                    }
+
+                    pattern = Pattern.compile(movPattern);
+                    matcher = pattern.matcher(label);
+                    if (matcher.matches()) {
+                        group = matcher.group(2);
+                        String group1 = matcher.group(3);
+
+                    }
+                    break;
+                case "UPD":
+                    pattern = Pattern.compile(updPattern);
+                    matcher = pattern.matcher(label);
+                    if (matcher.matches()) {
+                        group = matcher.group(2) +" " + matcher.group(3);
+
+                    }
+                    break;
+
+            }
+            token = group;
+            return group;
+//        }else{
+//            getTokenAtNode(leaf.getParent(),token);
+//            return token;
+//        }
+    }
+
+    static String movPattern = "MOV (.*)@@(.*)@TO@ (.*)@@(.*)@AT@.*";
+    static String delPattern = "DEL (.*)@@(.*)@AT@.*";
+    static String insPattern = "INS (.*)@@(.*)@TO@ (.*)@@(.*)@AT@.*";
+    static String updPattern = "UPD (.*)@@(.*)@TO@(.*)@AT@.*";
+
+    public static String getNames2(ITree oldTree){
+
+        List<ITree> leaves = retainLeaves(TreeUtils.postOrder(oldTree));
+        List<String> res = new ArrayList<>();
+        String resu="";
+        for (ITree leaf : leaves) {
+            String tokenAtNode = getTokenAtNode(leaf, resu);
+
+            res.add(tokenAtNode);
+        }
+
+//        log.info("s");
+
+        if (res.size() == 1){
+            final String regex = "MethodName:([a-zA-Z0-9]+):.*MethodName:([a-zA-Z0-9]+):.*";
+            Pattern compile = Pattern.compile(regex);
+            Matcher matcher = compile.matcher(res.get(0));
+            if(matcher.matches()){
+                res.set(0,matcher.group(1) +" " + matcher.group(2));
+            }
+        }
+
+        return String.join(" ",res);
+
+    }
 }
diff --git a/src/main/java/edu/lu/uni/serval/utils/PoolBuilder.java b/src/main/java/edu/lu/uni/serval/utils/PoolBuilder.java
old mode 100644
new mode 100755
index 31562f2..ce78ca5
--- a/src/main/java/edu/lu/uni/serval/utils/PoolBuilder.java
+++ b/src/main/java/edu/lu/uni/serval/utils/PoolBuilder.java
@@ -15,19 +15,23 @@ public class PoolBuilder {
     static final JedisPoolConfig poolConfig = buildPoolConfig();
 
 
+
+
+
     private static JedisPoolConfig buildPoolConfig() {
         final JedisPoolConfig poolConfig = new JedisPoolConfig();
-        poolConfig.setMaxTotal(128);
-        poolConfig.setMaxIdle(128);
-        poolConfig.setMinIdle(16);
-        poolConfig.setTestOnBorrow(true);
-        poolConfig.setTestOnReturn(true);
-        poolConfig.setTestWhileIdle(true);
+        poolConfig.setMaxTotal(1024);
+        poolConfig.setMaxIdle(1024);
+//        poolConfig.setMinIdle(16);
+//        poolConfig.setTestOnBorrow(true);
+//        poolConfig.setTestOnReturn(true);
+//        poolConfig.setTestWhileIdle(true);
         poolConfig.setMinEvictableIdleTimeMillis(Duration.ofMinutes(60).toMillis());
         poolConfig.setTimeBetweenEvictionRunsMillis(Duration.ofHours(30).toMillis());
         poolConfig.setNumTestsPerEvictionRun(3);
         poolConfig.setBlockWhenExhausted(true);
 
+
         return poolConfig;
     }
 }
diff --git a/src/main/resource/app.properties b/src/main/resource/app.properties
old mode 100644
new mode 100755
diff --git a/src/main/resource/logback.xml b/src/main/resource/logback.xml
old mode 100644
new mode 100755
diff --git a/src/test/java/edu/lu/uni/serval/FixPatternMiner/AppTest.java b/src/test/java/edu/lu/uni/serval/FixPatternMiner/AppTest.java
old mode 100644
new mode 100755