Configurations for generation and new domain for generation ecore model

92 files changed, 5958 insertions, 644 deletions

diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/META-INF/MANIFEST.MF b/Metrics/Metrics-Calculation/SocialNetwork_plugin/META-INF/MANIFEST.MF
index cf5154e4..a3f5076e 100644
--- a/Metrics/Metrics-Calculation/SocialNetwork_plugin/META-INF/MANIFEST.MF
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/META-INF/MANIFEST.MF
@@ -7,6 +7,7 @@ Bundle-ClassPath: .
 Bundle-Vendor: %providerName
 Bundle-Localization: plugin
 Export-Package: ca.mcgill.ecse.socialnetwork.plugin,
+ ca.mcgill.ecse.socialnetwork.runner,
  queries,
  socialnetwork,
  socialnetwork.impl,
@@ -24,8 +25,9 @@ Require-Bundle: org.eclipse.viatra.query.runtime.rete,
  hu.bme.mit.inf.dslreasoner.domains.yakindu.sgraph;bundle-version="1.0.0",
  ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator;bundle-version="1.0.0",
  hu.bme.mit.inf.dslreasoner.domains.yakindu.sgraph.validation;bundle-version="0.0.1"
+Bundle-RequiredExecutionEnvironment: JavaSE-1.8
+Bundle-ActivationPolicy: lazy
+Main-Class: ca.mcgill.ecse.socialnetwork.runner.Main
+Automatic-Module-Name: SocialNetwork_plugin
 Import-Package: org.apache.log4j,
  org.junit;version="4.12.0"
-Automatic-Module-Name: SocialNetwork_plugin
-Bundle-ActivationPolicy: lazy
-Bundle-RequiredExecutionEnvironment: JavaSE-1.8
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/build.properties b/Metrics/Metrics-Calculation/SocialNetwork_plugin/build.properties
index 63ef0274..b91f214f 100644
--- a/Metrics/Metrics-Calculation/SocialNetwork_plugin/build.properties
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/build.properties
@@ -2,7 +2,8 @@ bin.includes = .,\
                model/,\
                META-INF/,\
                plugin.xml,\
-               plugin.properties
+               plugin.properties,\
+               src/
 jars.compile.order = .
 source.. = encore_gen/,\
            src-gen/
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Ecore/mpc_rep/San.ecore b/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Ecore/mpc_rep/San.ecore
new file mode 100644
index 00000000..57088b0c
--- /dev/null
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Ecore/mpc_rep/San.ecore
@@ -0,0 +1,104 @@
+<?xml version="1.0" encoding="UTF-8"?>


+<ecore:EPackage xmi:version="2.0" xmlns:xmi="http://www.omg.org/XMI" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"


+    xmlns:ecore="http://www.eclipse.org/emf/2002/Ecore" name="San" nsURI="http://San/1.0" nsPrefix="San">


+  <eClassifiers xsi:type="ecore:EClass" name="Network" eSuperTypes="#//NamedElement">


+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="uri" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>


+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="port" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>


+    <eStructuralFeatures xsi:type="ecore:EReference" name="processes" upperBound="-1"


+        eType="#//Process" containment="true"/>


+    <eStructuralFeatures xsi:type="ecore:EReference" name="devices" upperBound="-1"


+        eType="#//Device" containment="true"/>


+    <eStructuralFeatures xsi:type="ecore:EReference" name="instruments" upperBound="-1"


+        eType="#//Instrument" containment="true"/>


+    <eStructuralFeatures xsi:type="ecore:EReference" name="measurands" upperBound="-1"


+        eType="#//Measurand" containment="true"/>


+    <eStructuralFeatures xsi:type="ecore:EReference" name="measures" upperBound="-1"


+        eType="#//Measure" containment="true"/>


+    <eStructuralFeatures xsi:type="ecore:EReference" name="bindings" upperBound="-1"


+        eType="#//Binding" containment="true"/>


+    <eStructuralFeatures xsi:type="ecore:EReference" name="triggers" upperBound="-1"


+        eType="#//Trigger" containment="true"/>


+  </eClassifiers>


+  <eClassifiers xsi:type="ecore:EClass" name="NamedElement">


+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="name" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>


+  </eClassifiers>


+  <eClassifiers xsi:type="ecore:EClass" name="Device" eSuperTypes="#//NamedElement">


+    <eStructuralFeatures xsi:type="ecore:EReference" name="instrument" lowerBound="1"


+        eType="#//Instrument"/>


+    <eStructuralFeatures xsi:type="ecore:EReference" name="arguments" upperBound="-1"


+        eType="#//Argument" containment="true"/>


+  </eClassifiers>


+  <eClassifiers xsi:type="ecore:EClass" name="Instrument" eSuperTypes="#//NamedElement">


+    <eStructuralFeatures xsi:type="ecore:EReference" name="features" ordered="false"


+        upperBound="-1" eType="#//Feature" changeable="false" containment="true"/>


+    <eStructuralFeatures xsi:type="ecore:EReference" name="parameters" upperBound="-1"


+        eType="#//Parameter" containment="true"/>


+  </eClassifiers>


+  <eClassifiers xsi:type="ecore:EClass" name="Measurand" eSuperTypes="#//NamedElement">


+    <eStructuralFeatures xsi:type="ecore:EReference" name="measurand" eType="#//Measurand"/>


+  </eClassifiers>


+  <eClassifiers xsi:type="ecore:EClass" name="Binding" eSuperTypes="#//NamedElement">


+    <eStructuralFeatures xsi:type="ecore:EReference" name="device" lowerBound="1"


+        eType="#//Device"/>


+    <eStructuralFeatures xsi:type="ecore:EReference" name="measurand" lowerBound="1"


+        eType="#//Measurand"/>


+    <eStructuralFeatures xsi:type="ecore:EReference" name="feature" lowerBound="1"


+        eType="#//Feature"/>


+  </eClassifiers>


+  <eClassifiers xsi:type="ecore:EClass" name="Measure" eSuperTypes="#//NamedElement">


+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="unit" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>


+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="type" eType="#//Datatype"/>


+  </eClassifiers>


+  <eClassifiers xsi:type="ecore:EClass" name="Parameter" eSuperTypes="#//NamedElement">


+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="type" lowerBound="1" eType="#//Datatype"/>


+  </eClassifiers>


+  <eClassifiers xsi:type="ecore:EClass" name="Argument" eSuperTypes="#//NamedElement">


+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="value" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EJavaObject"/>


+    <eStructuralFeatures xsi:type="ecore:EReference" name="parameter" eType="#//Parameter"/>


+  </eClassifiers>


+  <eClassifiers xsi:type="ecore:EClass" name="Feature" eSuperTypes="#//NamedElement">


+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="factor" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EInt"


+        defaultValueLiteral="0"/>


+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="mode" eType="#//Mode" defaultValueLiteral="Input"/>


+    <eStructuralFeatures xsi:type="ecore:EReference" name="measure" eType="#//Measure"/>


+  </eClassifiers>


+  <eClassifiers xsi:type="ecore:EEnum" name="Datatype">


+    <eLiterals name="Boolean"/>


+    <eLiterals name="Date" value="1"/>


+    <eLiterals name="Double" value="2"/>


+    <eLiterals name="Float" value="3"/>


+    <eLiterals name="Integer" value="4"/>


+    <eLiterals name="Long" value="5"/>


+    <eLiterals name="String" value="6"/>


+    <eLiterals name="Time" value="7"/>


+    <eLiterals name="TimeStamp" value="8"/>


+    <eLiterals name="Uri" value="9"/>


+    <eLiterals name="Uuid" value="10"/>


+  </eClassifiers>


+  <eClassifiers xsi:type="ecore:EEnum" name="Mode">


+    <eLiterals name="Input"/>


+    <eLiterals name="Output" value="1"/>


+  </eClassifiers>


+  <eClassifiers xsi:type="ecore:EClass" name="Process" eSuperTypes="#//NamedElement">


+    <eStructuralFeatures xsi:type="ecore:EReference" name="parameters" upperBound="-1"


+        eType="#//Parameter" containment="true"/>


+  </eClassifiers>


+  <eClassifiers xsi:type="ecore:EClass" name="Trigger">


+    <eStructuralFeatures xsi:type="ecore:EReference" name="process" lowerBound="1"


+        eType="#//Process"/>


+    <eStructuralFeatures xsi:type="ecore:EReference" name="arguments" upperBound="-1"


+        eType="#//Argument" containment="true"/>


+  </eClassifiers>


+  <eClassifiers xsi:type="ecore:EClass" name="Event" eSuperTypes="#//Trigger">


+    <eStructuralFeatures xsi:type="ecore:EReference" name="binding" lowerBound="1"


+        eType="#//Binding"/>


+  </eClassifiers>


+  <eClassifiers xsi:type="ecore:EClass" name="Task" eSuperTypes="#//Trigger">


+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="period" lowerBound="1"


+        eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//ELong"/>


+  </eClassifiers>


+  <eClassifiers xsi:type="ecore:EClass" name="Thing" eSuperTypes="#//Trigger">


+    <eStructuralFeatures xsi:type="ecore:EReference" name="instrument" lowerBound="1"


+        eType="#//Instrument"/>


+  </eClassifiers>


+</ecore:EPackage>


diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Ecore/na_rep/XSHMLMT.ecore b/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Ecore/na_rep/XSHMLMT.ecore
new file mode 100644
index 00000000..f741662e
--- /dev/null
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Ecore/na_rep/XSHMLMT.ecore
@@ -0,0 +1,203 @@
+<?xml version="1.0" encoding="ASCII"?>
+<ecore:EPackage xmi:version="2.0" xmlns:xmi="http://www.omg.org/XMI" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:ecore="http://www.eclipse.org/emf/2002/Ecore" name="shml" nsURI="http://ecnu.models.xshml.xshmlmt/shml/" nsPrefix="shml">
+  <eClassifiers xsi:type="ecore:EClass" name="System">
+    <eOperations name="main">
+      <eAnnotations source="aspect"/>
+    </eOperations>
+    <eOperations name="doprintconfiguration">
+      <eAnnotations source="aspect"/>
+    </eOperations>
+    <eOperations name="dojump">
+      <eAnnotations source="aspect"/>
+    </eOperations>
+    <eOperations name="callscilab">
+      <eAnnotations source="aspect"/>
+    </eOperations>
+    <eOperations name="RealizeInitializeModel">
+      <eAnnotations source="aspect"/>
+      <eParameters name="arguments" upperBound="-1">
+        <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+      </eParameters>
+    </eOperations>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="name">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    </eStructuralFeatures>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="tshss" upperBound="-1" eType="//TSHS" containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="globalvariables" upperBound="-1" eType="//Variable" containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="globalclocks" upperBound="-1" eType="//Clock" containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="globalevents" upperBound="-1" eType="//Event" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="TSHS">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="name">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    </eStructuralFeatures>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="ownedodes" upperBound="-1" eType="//ODE" containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="ownedstates" upperBound="-1" eType="//State" containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="ownedtransitions" upperBound="-1" eType="//Transition" containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="localvariables" upperBound="-1" eType="//Variable" containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="localclocks" upperBound="-1" eType="//Clock" containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="localevents" upperBound="-1" eType="//Event" containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="initialstate" lowerBound="1" eType="//State"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="ownedexpos" upperBound="-1" eType="//ExpoDistribution" containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="ownedactions" upperBound="-1" eType="//Action" containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="ownedguards" upperBound="-1" eType="//Guard" containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="ownedunifs" upperBound="-1" eType="//UnifDistribution" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="Variable">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="name">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    </eStructuralFeatures>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="value">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EFloat"/>
+    </eStructuralFeatures>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="Clock">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="name">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    </eStructuralFeatures>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="time">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EFloat"/>
+    </eStructuralFeatures>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="Event">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="name">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    </eStructuralFeatures>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="send">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EInt"/>
+    </eStructuralFeatures>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="receive">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EInt"/>
+    </eStructuralFeatures>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="active">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EInt"/>
+    </eStructuralFeatures>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="Transition" abstract="true">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="name">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    </eStructuralFeatures>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="triggerevent" lowerBound="1" eType="//Event"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="taction" lowerBound="1" eType="//Action"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="evaluateguard" lowerBound="1" eType="//EvaluateGuard"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="temporalguard" lowerBound="1" eType="//TemporalGuard"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="Guard" abstract="true">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="name">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    </eStructuralFeatures>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="TemporalGuard" eSuperTypes="//Guard">
+    <eOperations name="holdstg">
+      <eAnnotations source="aspect"/>
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EBoolean"/>
+    </eOperations>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="tcondition">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    </eStructuralFeatures>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="onclock" lowerBound="1" eType="//Clock"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="EvaluateGuard" eSuperTypes="//Guard">
+    <eOperations name="holdseg">
+      <eAnnotations source="aspect"/>
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EBoolean"/>
+    </eOperations>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="vcondition">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    </eStructuralFeatures>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="onvariable" lowerBound="1" eType="//Variable"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="State">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="name">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    </eStructuralFeatures>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="slaveode" lowerBound="1" eType="//ODE"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="outgoingct" upperBound="-1" eType="//ComTransition" eOpposite="//ComTransition/csrc"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="incomingct" upperBound="-1" eType="//ComTransition" eOpposite="//ComTransition/ctgt"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="outgoingpt" upperBound="-1" eType="//ProbTransition" eOpposite="//ProbTransition/psrc"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="incomingpt" upperBound="-1" eType="//ProbTransition" eOpposite="//ProbTransition/ptgt"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="subdiagram" lowerBound="1" eType="//TSHS"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="fatherstate" lowerBound="1" eType="//State"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="slavelambda" lowerBound="1" eType="//ExpoDistribution"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="slaveunif" lowerBound="1" eType="//UnifDistribution"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="ComTransition" eSuperTypes="//Transition">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="csrc" lowerBound="1" eType="//State" eOpposite="//State/outgoingct"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="ctgt" eType="//State" eOpposite="//State/incomingct"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="ProbTransition" eSuperTypes="//Transition">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="probability">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EFloat"/>
+    </eStructuralFeatures>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="psrc" lowerBound="1" eType="//State" eOpposite="//State/outgoingpt"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="ptgt" lowerBound="1" eType="//State" eOpposite="//State/incomingpt"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="Function">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="name">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    </eStructuralFeatures>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="indevariable" lowerBound="1" eType="//IndeVariable" containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="devariable" lowerBound="1" eType="//DeVariable" containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="fright" lowerBound="1" eType="//Fright" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="IndeVariable">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="name">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    </eStructuralFeatures>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="DeVariable">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="name">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    </eStructuralFeatures>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="Fright">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="name">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    </eStructuralFeatures>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="ODE">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="name">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    </eStructuralFeatures>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="condition" lowerBound="1" eType="//Condition" containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="interval" lowerBound="1" eType="//Interval" containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="function" lowerBound="1" eType="//Function" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="Condition">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="name">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    </eStructuralFeatures>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="Interval">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="name">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    </eStructuralFeatures>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="left">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EFloat"/>
+    </eStructuralFeatures>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="right">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EFloat"/>
+    </eStructuralFeatures>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="subinterval">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EFloat"/>
+    </eStructuralFeatures>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="ExpoDistribution">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="lambda">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EFloat"/>
+    </eStructuralFeatures>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="Action">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="action">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    </eStructuralFeatures>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="UnifDistribution">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="a">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EFloat"/>
+    </eStructuralFeatures>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="b">
+      <eType xsi:type="ecore:EDataType" href="http://www.eclipse.org/emf/2002/Ecore#//EFloat"/>
+    </eStructuralFeatures>
+  </eClassifiers>
+</ecore:EPackage>
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Ecore/out_d_rep/Sql.ecore b/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Ecore/out_d_rep/Sql.ecore
new file mode 100644
index 00000000..65d72135
--- /dev/null
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Ecore/out_d_rep/Sql.ecore
@@ -0,0 +1,549 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<ecore:EPackage xmi:version="2.0" xmlns:xmi="http://www.omg.org/XMI" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+    xmlns:ecore="http://www.eclipse.org/emf/2002/Ecore" name="sql" nsURI="http://www.com.jaspersoft.studio.data.Sql" nsPrefix="sql">
+  <eClassifiers xsi:type="ecore:EClass" name="Model">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="wq" eType="#//WithQuery"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="query" eType="#//SelectQuery"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="WithQuery">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="w" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="wname" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="withCols" eType="#//WithColumns"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="query" eType="#//SelectQuery"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="WithColumns"/>
+  <eClassifiers xsi:type="ecore:EClass" name="FetchFirst">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="fetchFirst" eType="#//UnsignedValue"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="row" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="Offset">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="offset" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//ELongObject"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="Limit">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="l1" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//ELongObject"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="l2" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//ELongObject"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="SelectQuery"/>
+  <eClassifiers xsi:type="ecore:EClass" name="SelectSubSet">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="op" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="all" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="query" eType="#//Select"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="Select" eSuperTypes="#//SelectQuery">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="op" upperBound="-1" eType="#//SelectSubSet"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="select" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="cols" eType="#//OrColumn"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="tbl" eType="#//OrTable"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="whereExpression" eType="#//OrExpr"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="groupByEntry" eType="#//OrGroupByColumn"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="havingEntry" eType="#//OrExpr"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="orderByEntry" eType="#//OrOrderByColumn"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="lim" eType="#//Limit" containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="offset" eType="#//Offset"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="fetchFirst" eType="#//FetchFirst"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="OrColumn" eSuperTypes="#//PivotForClause">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="entries" upperBound="-1"
+        eType="#//ColumnOrAlias" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="ColumnOrAlias" eSuperTypes="#//OrColumn">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="ce" eType="#//Operands"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="alias" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="colAlias" eType="#//DbObjectName"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="allCols" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="dbAllCols" eType="#//DbObjectNameAll"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="ColumnFull" eSuperTypes="#//PivotForClause"/>
+  <eClassifiers xsi:type="ecore:EClass" name="OrTable">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="entries" upperBound="-1"
+        eType="#//FromTable" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="FromTable" eSuperTypes="#//OrTable">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="table" eType="#//TableOrAlias"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="fjoin" upperBound="-1"
+        eType="#//FromTableJoin" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="FromTableJoin">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="join" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="onTable" eType="#//TableOrAlias"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="joinExpr" eType="#//OrExpr"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="joinCond" eType="#//JoinCondition"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="JoinCondition">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="useCols" eType="#//UsingCols"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="UsingCols" eSuperTypes="#//WithColumns">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="entries" upperBound="-1"
+        eType="#//DbObjectName" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="TableOrAlias">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="tfull" eType="#//TableFull"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="sq" eType="#//SubQueryOperand"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="values" eType="#//FromValues"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="pivot" eType="#//PivotTable"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="unpivot" eType="#//UnpivotTable"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="alias" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="tblAlias" eType="#//DbObjectName"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="FromValues">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="values" eType="#//Values"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="c" eType="#//FromValuesColumns"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="FromValuesColumns">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="fvCols" eType="#//FromValuesColumnNames"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="FromValuesColumnNames"/>
+  <eClassifiers xsi:type="ecore:EClass" name="ColumnNames" eSuperTypes="#//FromValuesColumnNames">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="colName" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="Values">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="rows" eType="#//Rows" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="Rows">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="entries" upperBound="-1"
+        eType="#//Row" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="Row" eSuperTypes="#//Rows">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="rowValues" eType="#//RowValues"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="RowValues">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="entries" upperBound="-1"
+        eType="#//RowValue" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="RowValue" eSuperTypes="#//RowValues">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="null" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="PivotTable">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="pfun" eType="#//PivotFunctions"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="pfor" eType="#//PivotForClause"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="pin" eType="#//PivotInClause"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="PivotFunctions">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="abc" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="PivotFunction"/>
+  <eClassifiers xsi:type="ecore:EClass" name="PivotInClause">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="sq" eType="#//SubQueryOperand"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="args" eType="#//UnpivotInClauseArgs"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="pinany" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="UnpivotTable">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="pcols" eType="#//PivotColumns"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="pfor" eType="#//PivotForClause"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="inop" eType="#//UnpivotInClause"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="UnpivotInClause"/>
+  <eClassifiers xsi:type="ecore:EClass" name="UnpivotInClauseArgs"/>
+  <eClassifiers xsi:type="ecore:EClass" name="UnpivotInClauseArg" eSuperTypes="#//UnpivotInClauseArgs">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="pcols" eType="#//PivotColumns"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="cfuls" eType="#//PivotColumns"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="PivotForClause"/>
+  <eClassifiers xsi:type="ecore:EClass" name="PivotColumns"/>
+  <eClassifiers xsi:type="ecore:EClass" name="Pivots" eSuperTypes="#//PivotColumns"/>
+  <eClassifiers xsi:type="ecore:EClass" name="PivotCol" eSuperTypes="#//PivotFunction #//PivotColumns #//Pivots"/>
+  <eClassifiers xsi:type="ecore:EClass" name="TableFull"/>
+  <eClassifiers xsi:type="ecore:EClass" name="DbObjectNameAll">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="dbname" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="DbObjectName" eSuperTypes="#//ColumnFull #//UsingCols #//PivotCol #//TableFull">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="dbname" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="OrOrderByColumn">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="entries" upperBound="-1"
+        eType="#//OrderByColumnFull" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="OrderByColumnFull" eSuperTypes="#//OrOrderByColumn">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="colOrder" eType="#//ColumnFull"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="colOrderInt" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//ELongObject"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="direction" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="OrGroupByColumn">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="entries" upperBound="-1"
+        eType="#//GroupByColumnFull" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="GroupByColumnFull" eSuperTypes="#//OrGroupByColumn">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="colGrBy" eType="#//ColumnFull"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="gbFunction" eType="#//OpFunction"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="grByInt" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//ELongObject"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="OrExpr">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="entries" upperBound="-1"
+        eType="#//FullExpression" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="FullExpression" eSuperTypes="#//OrExpr">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="c" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="efrag" eType="#//FullExpression"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="notPrm" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="expgroup" eType="#//ExprGroup"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="exp" eType="#//FullExpression"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="xexp" eType="#//XExpr"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="in" eType="#//InOper" containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="exists" eType="#//ExistsOper"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="op1" eType="#//Operands"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="isnull" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="between" eType="#//Between"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="like" eType="#//Like" containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="comp" eType="#//Comparison"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="ExprGroup">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="isnot" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="expr" eType="#//OrExpr"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="XExpr">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="xf" eType="#//XFunction"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="col" eType="#//Operands"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="prm" eType="#//Prms" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EEnum" name="XFunction">
+    <eLiterals name="xin" literal="{IN"/>
+    <eLiterals name="xnotin" value="1" literal="{NOTIN"/>
+    <eLiterals name="xeq" value="2" literal="{EQUAL"/>
+    <eLiterals name="xnoteq" value="3" literal="{NOTEQUAL"/>
+    <eLiterals name="xls" value="4" literal="{LESS"/>
+    <eLiterals name="xlsr" value="5" literal="{LESS]"/>
+    <eLiterals name="xgtl" value="6" literal="{[GREATER"/>
+    <eLiterals name="xgt" value="7" literal="{GREATER"/>
+    <eLiterals name="xbwn" value="8" literal="{BETWEEN"/>
+    <eLiterals name="xbwnc" value="9" literal="{[BETWEEN]"/>
+    <eLiterals name="xbwnl" value="10" literal="{[BETWEEN"/>
+    <eLiterals name="xbwnr" value="11" literal="{BETWEEN]"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="Prms">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="entries" upperBound="-1"
+        eType="#//JRParameter" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="JRParameter" eSuperTypes="#//Prms">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="jrprm" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="Comparison">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="operator" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="subOperator" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="op2" eType="#//Operands"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="Like">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="opLike" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="op2" eType="#//LikeOperand"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="LikeOperand">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="op2" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="fop2" eType="#//OpFunction"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="fcast" eType="#//OpFunctionCast"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="fparam" eType="#//POperand"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="Between">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="opBetween" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="op2" eType="#//Operands"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="op3" eType="#//Operands"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="InOper">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="op" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="subquery" eType="#//SubQueryOperand"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="opList" eType="#//OperandListGroup"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="ExistsOper">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="op" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="subquery" eType="#//SubQueryOperand"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="opList" eType="#//OperandListGroup"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="OperandListGroup">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="opGroup" eType="#//OperandList"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="OperandList"/>
+  <eClassifiers xsi:type="ecore:EClass" name="Operands" eSuperTypes="#//OpFunctionArgAgregate">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="op1" eType="#//Operand"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="left" eType="#//Operands"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="right" eType="#//Operand"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="Operand">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="column" eType="#//ColumnOperand"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="xop" eType="#//Operand"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="subq" eType="#//SubQueryOperand"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="fcast" eType="#//OpFunctionCast"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="fext" eType="#//FunctionExtract"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="func" eType="#//OpFunction"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="sqlcase" eType="#//SQLCaseOperand"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="param" eType="#//POperand"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="eparam" eType="#//ExpOperand"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="scalar" eType="#//ScalarOperand"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="OpFunction">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="fname" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="star" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="args" eType="#//OpFunctionArg"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="fan" eType="#//FunctionAnalytical"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="FunctionExtract">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="v" eType="#//EXTRACT_VALUES"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="operand" eType="#//Operands"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="FunctionAnalytical">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="anClause" eType="#//AnalyticClause"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="AnalyticClause">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="abc" eType="#//QueryPartitionClause"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="obc" eType="#//OrderByClause"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="winc" eType="#//WindowingClause"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="WindowingClause"/>
+  <eClassifiers xsi:type="ecore:EClass" name="WindowingClauseBetween" eSuperTypes="#//WindowingClause">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="wcoP" eType="#//WindowingClauseOperandPreceding"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="wcoF" eType="#//WindowingClauseOperandFollowing"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="WindowingClauseOperandFollowing">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="exp" eType="#//AnalyticExprArg"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="WindowingClauseOperandPreceding" eSuperTypes="#//WindowingClause">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="expr" eType="#//AnalyticExprArg"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="OrderByClause">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="args" eType="#//OrderByClauseArgs"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="OrderByClauseArgs"/>
+  <eClassifiers xsi:type="ecore:EClass" name="OrderByClauseArg" eSuperTypes="#//OrderByClauseArgs">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="col" eType="#//AnalyticExprArg"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="QueryPartitionClause">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="args" eType="#//AnalyticExprArgs"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="AnalyticExprArgs" eSuperTypes="#//QueryPartitionClause"/>
+  <eClassifiers xsi:type="ecore:EClass" name="AnalyticExprArg" eSuperTypes="#//AnalyticExprArgs">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="ce" eType="#//Operands"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="colAlias" eType="#//DbObjectName"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="OpFunctionArg"/>
+  <eClassifiers xsi:type="ecore:EClass" name="OpFunctionArgOperand" eSuperTypes="#//OpFunctionArg">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="op" eType="#//OpFunctionArgAgregate"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="OpFunctionCast">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="op" eType="#//Operands"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="type" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="p" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//ELongObject"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="p2" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//ELongObject"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="OpFunctionArgAgregate"/>
+  <eClassifiers xsi:type="ecore:EClass" name="POperand">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="prm" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="ExpOperand">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="prm" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="ColumnOperand">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="cfull" eType="#//ColumnFull"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="ora" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="SubQueryOperand">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="sel" eType="#//SelectQuery"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="ScalarOperand" eSuperTypes="#//RowValue #//OperandList">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="sostr" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="sodbl" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EBigDecimal"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="sodate" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="sotime" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="sodt" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="soUInt" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//ELongObject"/>
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="soint" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//ELongObject"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="SQLCaseOperand">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="wop" eType="#//Operands"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="expr" eType="#//OrExpr"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="when" eType="#//SQLCaseWhens"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="SQLCaseWhens"/>
+  <eClassifiers xsi:type="ecore:EClass" name="SqlCaseWhen" eSuperTypes="#//SQLCaseWhens">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="wop" eType="#//Operands"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="expr" eType="#//OrExpr"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="texp" eType="#//Operands"
+        containment="true"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="eexp" eType="#//Operands"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EEnum" name="EXTRACT_VALUES">
+    <eLiterals name="ms" literal="MICROSECOND"/>
+    <eLiterals name="s" value="1" literal="SECOND"/>
+    <eLiterals name="m" value="2" literal="MINUTE"/>
+    <eLiterals name="h" value="3" literal="HOUR"/>
+    <eLiterals name="day" value="4" literal="DAY"/>
+    <eLiterals name="week" value="5" literal="WEEK"/>
+    <eLiterals name="month" value="6" literal="MONTH"/>
+    <eLiterals name="quart" value="7" literal="QUARTER"/>
+    <eLiterals name="year" value="8" literal="YEAR"/>
+    <eLiterals name="micros" value="9" literal="SECOND_MICROSECOND"/>
+    <eLiterals name="minMicro" value="10" literal="MINUTE_MICROSECOND"/>
+    <eLiterals name="minSec" value="11" literal="MINUTE_SECOND"/>
+    <eLiterals name="hms" value="12" literal="HOUR_MICROSECOND"/>
+    <eLiterals name="hs" value="13" literal="HOUR_SECOND"/>
+    <eLiterals name="hmin" value="14" literal="HOUR_MINUTE"/>
+    <eLiterals name="dms" value="15" literal="DAY_MICROSECOND"/>
+    <eLiterals name="ds" value="16" literal="DAY_SECOND"/>
+    <eLiterals name="daymin" value="17" literal="DAY_MINUTE"/>
+    <eLiterals name="dayh" value="18" literal="DAY_HOUR"/>
+    <eLiterals name="yearMonth" value="19" literal="YEAR_MONTH"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="IntegerValue">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="integer" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//ELongObject"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="UnsignedValue">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="integer" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//ELongObject"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="Col" eSuperTypes="#//ColumnFull">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="entries" upperBound="-1"
+        eType="#//DbObjectName" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="abc" eSuperTypes="#//FromValuesColumnNames">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="entries" upperBound="-1"
+        eType="#//ColumnNames" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="UnipivotInClause" eSuperTypes="#//UnpivotInClause">
+    <eStructuralFeatures xsi:type="ecore:EAttribute" name="op" eType="ecore:EDataType http://www.eclipse.org/emf/2002/Ecore#//EString"/>
+    <eStructuralFeatures xsi:type="ecore:EReference" name="args" eType="#//UnpivotInClauseArgs"
+        containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="uicargs" eSuperTypes="#//UnpivotInClauseArgs">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="entries" upperBound="-1"
+        eType="#//UnpivotInClauseArg" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="pvcs" eSuperTypes="#//Pivots">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="entries" upperBound="-1"
+        eType="#//PivotCol" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="pcols" eSuperTypes="#//PivotCol">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="entries" upperBound="-1"
+        eType="#//DbObjectName" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="tbls" eSuperTypes="#//TableFull">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="entries" upperBound="-1"
+        eType="#//DbObjectName" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="OpList" eSuperTypes="#//OperandList">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="entries" upperBound="-1"
+        eType="#//ScalarOperand" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="Plus" eSuperTypes="#//Operands"/>
+  <eClassifiers xsi:type="ecore:EClass" name="Minus" eSuperTypes="#//Operands"/>
+  <eClassifiers xsi:type="ecore:EClass" name="Concat" eSuperTypes="#//Operands"/>
+  <eClassifiers xsi:type="ecore:EClass" name="Multiply" eSuperTypes="#//Operands"/>
+  <eClassifiers xsi:type="ecore:EClass" name="Division" eSuperTypes="#//Operands"/>
+  <eClassifiers xsi:type="ecore:EClass" name="OBCArgs" eSuperTypes="#//OrderByClauseArgs">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="entries" upperBound="-1"
+        eType="#//OrderByClauseArg" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="AExpArgs" eSuperTypes="#//AnalyticExprArgs">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="entries" upperBound="-1"
+        eType="#//AnalyticExprArg" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="OpFList" eSuperTypes="#//OpFunctionArg">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="entries" upperBound="-1"
+        eType="#//OpFunctionArgOperand" containment="true"/>
+  </eClassifiers>
+  <eClassifiers xsi:type="ecore:EClass" name="WhenList" eSuperTypes="#//SQLCaseWhens">
+    <eStructuralFeatures xsi:type="ecore:EReference" name="entries" upperBound="-1"
+        eType="#//SqlCaseWhen" containment="true"/>
+  </eClassifiers>
+</ecore:EPackage>
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakinduum/mpc_rep.csv b/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakindumm/mpc_rep.csv
index fc39ac54..fc39ac54 100644
--- a/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakinduum/mpc_rep.csv
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakindumm/mpc_rep.csv
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakinduum/old/mpc_rep/R_2016324.xmi b/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakindumm/mpc_rep/R_2016324.xmi
index 493a1731..493a1731 100644
--- a/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakinduum/old/mpc_rep/R_2016324.xmi
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakindumm/mpc_rep/R_2016324.xmi
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakinduum/na_rep.csv b/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakindumm/na_rep.csv
index 43d411e4..43d411e4 100644
--- a/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakinduum/na_rep.csv
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakindumm/na_rep.csv
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakinduum/old/na_rep/R_2017419.xmi b/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakindumm/na_rep/R_2017419.xmi
index 369760bf..369760bf 100644
--- a/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakinduum/old/na_rep/R_2017419.xmi
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakindumm/na_rep/R_2017419.xmi
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakinduum/mpc_rep/R_2015194.xmi b/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakindumm/new/mpc_rep/R_2015194.xmi
index 25ff5ce0..25ff5ce0 100644
--- a/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakinduum/mpc_rep/R_2015194.xmi
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakindumm/new/mpc_rep/R_2015194.xmi
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakinduum/na_rep/R_2017131.xmi b/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakindumm/new/na_rep/R_2017131.xmi
index 39780f72..39780f72 100644
--- a/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakinduum/na_rep/R_2017131.xmi
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakindumm/new/na_rep/R_2017131.xmi
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakinduum/out_d_rep/R_2015248.xmi b/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakindumm/new/out_d_rep/R_2015248.xmi
index e7fe8114..e7fe8114 100644
--- a/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakinduum/out_d_rep/R_2015248.xmi
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakindumm/new/out_d_rep/R_2015248.xmi
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakinduum/out_d_rep.csv b/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakindumm/out_d_rep.csv
index 17965018..17965018 100644
--- a/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakinduum/out_d_rep.csv
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakindumm/out_d_rep.csv
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakinduum/old/out_d_rep/R_2015225.xmi b/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakindumm/out_d_rep/R_2015225.xmi
index 21fee5a9..21fee5a9 100644
--- a/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakinduum/old/out_d_rep/R_2015225.xmi
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/data/Yakindumm/out_d_rep/R_2015225.xmi
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/debug/errors.txt b/Metrics/Metrics-Calculation/SocialNetwork_plugin/debug/errors.txt
new file mode 100644
index 00000000..e4925b3c
--- /dev/null
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/debug/errors.txt
@@ -0,0 +1,13 @@
+Error occured (IllegalArgumentException): Class EObject is not translated to logic!
+    hu.bme.mit.inf.dslreasoner.ecore2logic.EClassMapper_AllElementAsObject.TypeofEClass(EClassMapper_AllElementAsObject.java:63)
+    hu.bme.mit.inf.dslreasoner.ecore2logic.EReferenceMapper_RelationsOverTypes.createIndicatorDeclarations(EReferenceMapper_RelationsOverTypes.java:88)
+    hu.bme.mit.inf.dslreasoner.ecore2logic.EReferenceMapper_RelationsOverTypes.transformEReferences(EReferenceMapper_RelationsOverTypes.java:67)
+    hu.bme.mit.inf.dslreasoner.ecore2logic.Ecore2Logic.transformEReferences(Ecore2Logic.java:120)
+    hu.bme.mit.inf.dslreasoner.ecore2logic.Ecore2Logic.transformMetamodel(Ecore2Logic.java:81)
+    hu.bme.mit.inf.dslreasoner.application.execution.GenerationTaskExecutor.executeGenerationTask(GenerationTaskExecutor.java:189)
+    hu.bme.mit.inf.dslreasoner.application.execution.ScriptExecutor._execute(ScriptExecutor.java:129)
+    hu.bme.mit.inf.dslreasoner.application.execution.ScriptExecutor.execute(ScriptExecutor.java:338)
+    hu.bme.mit.inf.dslreasoner.application.execution.ScriptExecutor.executeScript(ScriptExecutor.java:110)
+    hu.bme.mit.inf.dslreasoner.application.execution.StandaloneScriptExecutor.executeScript(StandaloneScriptExecutor.java:149)
+    ca.mcgill.ecse.socialnetwork.runner.Main.runWithPath(Main.java:25)
+    ca.mcgill.ecse.socialnetwork.runner.Main.main(Main.java:38)
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/ecore.vsconfig b/Metrics/Metrics-Calculation/SocialNetwork_plugin/ecore.vsconfig
index 2c83f94f..7da4f563 100644
--- a/Metrics/Metrics-Calculation/SocialNetwork_plugin/ecore.vsconfig
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/ecore.vsconfig
@@ -1,4 +1,4 @@
-import viatra "./queries/queries/ecore_pattern.vql"
+import viatra "./queries/queries/Ecore.vql"
 import epackage "http://www.eclipse.org/emf/2002/Ecore"
 
 generate {
@@ -7,12 +7,20 @@ generate {
                                                                                  EStructuralFeature.derived, ENamedElement.name, EClass.interface, EClass.abstract, EClassifier.instanceTypeName,
                                                                                  EClassifier.instanceClassName, EPackage.nsPrefix, EPackage.nsURI, EAnnotation.source,
                                                                                  EAttribute.iD, EDataType.serializable, EEnumLiteral.literal, EEnumLiteral.value,
-                                                                                 EGenericType.eTypeParameter, EReference.resolveProxies, EStringToStringMapEntry.key,
+                                                                                 EReference.resolveProxies, EReference.container, EReference.containment, EStringToStringMapEntry.key,
                                                                                  EStringToStringMapEntry.value, EStructuralFeature.defaultValueLiteral, EStructuralFeature.transient,
                                                                                  EStructuralFeature.unsettable, EStructuralFeature.volatile, ETypedElement.lowerBound,
                                                                                  ETypedElement.many, ETypedElement.ordered, ETypedElement.required, ETypedElement.unique,ETypedElement.upperBound,
-                                                                                 EPackage.eFactoryInstance}}
-//      metamodel = {EPackage, EClass, EClassifier, EObject, ENamedElement, EModelElement, EReference, EStructuralFeature, ETypedElement}
+                                                                                 // cannot generate eFactoryInstance
+                                                                                 EPackage.eFactoryInstance, 
+                                                                                 //Derived edges
+                                                                                 EClass.eAllSuperTypes, EClass.eAllAttributes, EClass.eAllReferences, EClass.eAllContainments, EClass.eAllGenericSuperTypes,
+                                                                                 EClass. eAllOperations, EClass.eAllStructuralFeatures, EClass.eAttributes, EClass.eIDAttribute, EClass.eReferences,
+                                                                                 EAttribute.eAttributeType, EGenericType.eRawType, EReference.eReferenceType,
+                                                                                 //Generic Types
+                                                                                 EClass.eGenericSuperTypes, ETypedElement.eGenericType, EOperation.eGenericExceptions, EObject, EAnnotation.references, EAnnotation.contents
+                                                                                 
+                                                                                 }}
         partial-model = { "inputs/ecore.xmi"}
         constraints = { package queries }
         
@@ -20,13 +28,17 @@ generate {
         solver = ViatraSolver
         
         scope = {
-                #node = 75
+                #node = 100
         }
         
         number = 1
-        runs = 50
+        runs = 1
         config = {
-                log-level = none
+                log-level = none,
+                "optional-wf" = "true",
+                "realistic-guidance" = "Composite",
+                "allow-must-violations" = "true",
+                "domain" = "Ecore"
         }
         
         debug = "debug"
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/plugin.xml b/Metrics/Metrics-Calculation/SocialNetwork_plugin/plugin.xml
index 6ac719c8..975fd574 100644
--- a/Metrics/Metrics-Calculation/SocialNetwork_plugin/plugin.xml
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/plugin.xml
@@ -12,6 +12,15 @@
       <query-specification fqn="ca.mcgill.ecse.socialnetwork.plugin.friendship"/>
     </group>
   </extension>
+  <extension id="queries.Ecore" point="org.eclipse.viatra.query.runtime.queryspecification">
+    <group group="org.eclipse.viatra.query.runtime.extensibility.SingletonExtensionFactory:queries.Ecore" id="queries.Ecore">
+      <query-specification fqn="queries.directSupertype"/>
+      <query-specification fqn="queries.loopInInheritence"/>
+      <query-specification fqn="queries.opposite"/>
+      <query-specification fqn="queries.oppositeDifferentClass"/>
+      <query-specification fqn="queries.nonSymmetricOpposite"/>
+    </group>
+  </extension>
   <extension id="queries.Ecore_pattern" point="org.eclipse.viatra.query.runtime.queryspecification">
     <group group="org.eclipse.viatra.query.runtime.extensibility.SingletonExtensionFactory:queries.Ecore_pattern" id="queries.Ecore_pattern">
       <query-specification fqn="queries.sameSuperClass"/>
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/queries/queries/Ecore.vql b/Metrics/Metrics-Calculation/SocialNetwork_plugin/queries/queries/Ecore.vql
new file mode 100644
index 00000000..3b0e7fd9
--- /dev/null
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/queries/queries/Ecore.vql
@@ -0,0 +1,29 @@
+package queries
+
+import epackage "http://www.eclipse.org/emf/2002/Ecore"
+
+pattern directSupertype(a: EClass, b:EClass) {
+        EClass.eSuperTypes(a,b);
+}
+
+@Constraint(key={a}, severity="error", message="error")
+pattern loopInInheritence(a: EClass) {
+        find directSupertype+(a,a);
+}
+
+pattern opposite(a:EReference, b: EReference) {
+        EReference.eOpposite(a,b);
+}
+@Constraint(key={a}, severity="error", message="error")
+pattern oppositeDifferentClass(a:EReference) {
+        EReference.eOpposite(a,b);
+        EReference.eContainingClass(a,aContaining);
+        EReference.eType(b,bTarget);
+        aContaining != bTarget;
+}
+
+@Constraint(key={a}, severity="error", message="error")
+pattern nonSymmetricOpposite(a:EReference, b:EReference) {
+        find opposite(a,b);
+        neg find opposite(b,a);
+}
\ No newline at end of file
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/src-gen/queries/.gitignore b/Metrics/Metrics-Calculation/SocialNetwork_plugin/src-gen/queries/.gitignore
index 121edf31..9ceca817 100644
--- a/Metrics/Metrics-Calculation/SocialNetwork_plugin/src-gen/queries/.gitignore
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/src-gen/queries/.gitignore
@@ -1,3 +1,9 @@
 /.Ecore_pattern.java._trace
 /.MultipleTransitionFromEntry.java._trace
 /.SameSuperClass.java._trace
+/.DirectSupertype.java._trace
+/.Ecore.java._trace
+/.LoopInInheritence.java._trace
+/.NonSymmetricOpposite.java._trace
+/.Opposite.java._trace
+/.OppositeDifferentClass.java._trace
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/src-gen/queries/DirectSupertype.java b/Metrics/Metrics-Calculation/SocialNetwork_plugin/src-gen/queries/DirectSupertype.java
new file mode 100644
index 00000000..003dbe3f
--- /dev/null
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/src-gen/queries/DirectSupertype.java
@@ -0,0 +1,692 @@
+/**
+ * Generated from platform:/resource/SocialNetwork_plugin/queries/queries/Ecore.vql
+ */
+package queries;
+
+import java.util.Arrays;
+import java.util.Collection;
+import java.util.LinkedHashSet;
+import java.util.List;
+import java.util.Objects;
+import java.util.Optional;
+import java.util.Set;
+import java.util.function.Consumer;
+import java.util.stream.Collectors;
+import java.util.stream.Stream;
+import org.apache.log4j.Logger;
+import org.eclipse.emf.ecore.EClass;
+import org.eclipse.viatra.query.runtime.api.IPatternMatch;
+import org.eclipse.viatra.query.runtime.api.IQuerySpecification;
+import org.eclipse.viatra.query.runtime.api.ViatraQueryEngine;
+import org.eclipse.viatra.query.runtime.api.impl.BaseGeneratedEMFPQuery;
+import org.eclipse.viatra.query.runtime.api.impl.BaseGeneratedEMFQuerySpecification;
+import org.eclipse.viatra.query.runtime.api.impl.BaseMatcher;
+import org.eclipse.viatra.query.runtime.api.impl.BasePatternMatch;
+import org.eclipse.viatra.query.runtime.emf.types.EClassTransitiveInstancesKey;
+import org.eclipse.viatra.query.runtime.emf.types.EStructuralFeatureInstancesKey;
+import org.eclipse.viatra.query.runtime.matchers.backend.QueryEvaluationHint;
+import org.eclipse.viatra.query.runtime.matchers.psystem.PBody;
+import org.eclipse.viatra.query.runtime.matchers.psystem.PVariable;
+import org.eclipse.viatra.query.runtime.matchers.psystem.basicdeferred.Equality;
+import org.eclipse.viatra.query.runtime.matchers.psystem.basicdeferred.ExportedParameter;
+import org.eclipse.viatra.query.runtime.matchers.psystem.basicenumerables.TypeConstraint;
+import org.eclipse.viatra.query.runtime.matchers.psystem.queries.PParameter;
+import org.eclipse.viatra.query.runtime.matchers.psystem.queries.PParameterDirection;
+import org.eclipse.viatra.query.runtime.matchers.psystem.queries.PVisibility;
+import org.eclipse.viatra.query.runtime.matchers.tuple.Tuple;
+import org.eclipse.viatra.query.runtime.matchers.tuple.Tuples;
+import org.eclipse.viatra.query.runtime.util.ViatraQueryLoggingUtil;
+
+/**
+ * A pattern-specific query specification that can instantiate Matcher in a type-safe way.
+ * 
+ * <p>Original source:
+ *         <code><pre>
+ *         pattern directSupertype(a: EClass, b:EClass) {
+ *              EClass.eSuperTypes(a,b);
+ *         }
+ * </pre></code>
+ * 
+ * @see Matcher
+ * @see Match
+ * 
+ */
+@SuppressWarnings("all")
+public final class DirectSupertype extends BaseGeneratedEMFQuerySpecification<DirectSupertype.Matcher> {
+  /**
+   * Pattern-specific match representation of the queries.directSupertype pattern,
+   * to be used in conjunction with {@link Matcher}.
+   * 
+   * <p>Class fields correspond to parameters of the pattern. Fields with value null are considered unassigned.
+   * Each instance is a (possibly partial) substitution of pattern parameters,
+   * usable to represent a match of the pattern in the result of a query,
+   * or to specify the bound (fixed) input parameters when issuing a query.
+   * 
+   * @see Matcher
+   * 
+   */
+  public static abstract class Match extends BasePatternMatch {
+    private EClass fA;
+    
+    private EClass fB;
+    
+    private static List<String> parameterNames = makeImmutableList("a", "b");
+    
+    private Match(final EClass pA, final EClass pB) {
+      this.fA = pA;
+      this.fB = pB;
+    }
+    
+    @Override
+    public Object get(final String parameterName) {
+      if ("a".equals(parameterName)) return this.fA;
+      if ("b".equals(parameterName)) return this.fB;
+      return null;
+    }
+    
+    public EClass getA() {
+      return this.fA;
+    }
+    
+    public EClass getB() {
+      return this.fB;
+    }
+    
+    @Override
+    public boolean set(final String parameterName, final Object newValue) {
+      if (!isMutable()) throw new java.lang.UnsupportedOperationException();
+      if ("a".equals(parameterName) ) {
+          this.fA = (EClass) newValue;
+          return true;
+      }
+      if ("b".equals(parameterName) ) {
+          this.fB = (EClass) newValue;
+          return true;
+      }
+      return false;
+    }
+    
+    public void setA(final EClass pA) {
+      if (!isMutable()) throw new java.lang.UnsupportedOperationException();
+      this.fA = pA;
+    }
+    
+    public void setB(final EClass pB) {
+      if (!isMutable()) throw new java.lang.UnsupportedOperationException();
+      this.fB = pB;
+    }
+    
+    @Override
+    public String patternName() {
+      return "queries.directSupertype";
+    }
+    
+    @Override
+    public List<String> parameterNames() {
+      return DirectSupertype.Match.parameterNames;
+    }
+    
+    @Override
+    public Object[] toArray() {
+      return new Object[]{fA, fB};
+    }
+    
+    @Override
+    public DirectSupertype.Match toImmutable() {
+      return isMutable() ? newMatch(fA, fB) : this;
+    }
+    
+    @Override
+    public String prettyPrint() {
+      StringBuilder result = new StringBuilder();
+      result.append("\"a\"=" + prettyPrintValue(fA) + ", ");
+      result.append("\"b\"=" + prettyPrintValue(fB));
+      return result.toString();
+    }
+    
+    @Override
+    public int hashCode() {
+      return Objects.hash(fA, fB);
+    }
+    
+    @Override
+    public boolean equals(final Object obj) {
+      if (this == obj)
+          return true;
+      if (obj == null) {
+          return false;
+      }
+      if ((obj instanceof DirectSupertype.Match)) {
+          DirectSupertype.Match other = (DirectSupertype.Match) obj;
+          return Objects.equals(fA, other.fA) && Objects.equals(fB, other.fB);
+      } else {
+          // this should be infrequent
+          if (!(obj instanceof IPatternMatch)) {
+              return false;
+          }
+          IPatternMatch otherSig  = (IPatternMatch) obj;
+          return Objects.equals(specification(), otherSig.specification()) && Arrays.deepEquals(toArray(), otherSig.toArray());
+      }
+    }
+    
+    @Override
+    public DirectSupertype specification() {
+      return DirectSupertype.instance();
+    }
+    
+    /**
+     * Returns an empty, mutable match.
+     * Fields of the mutable match can be filled to create a partial match, usable as matcher input.
+     * 
+     * @return the empty match.
+     * 
+     */
+    public static DirectSupertype.Match newEmptyMatch() {
+      return new Mutable(null, null);
+    }
+    
+    /**
+     * Returns a mutable (partial) match.
+     * Fields of the mutable match can be filled to create a partial match, usable as matcher input.
+     * 
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @return the new, mutable (partial) match object.
+     * 
+     */
+    public static DirectSupertype.Match newMutableMatch(final EClass pA, final EClass pB) {
+      return new Mutable(pA, pB);
+    }
+    
+    /**
+     * Returns a new (partial) match.
+     * This can be used e.g. to call the matcher with a partial match.
+     * <p>The returned match will be immutable. Use {@link #newEmptyMatch()} to obtain a mutable match object.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @return the (partial) match object.
+     * 
+     */
+    public static DirectSupertype.Match newMatch(final EClass pA, final EClass pB) {
+      return new Immutable(pA, pB);
+    }
+    
+    private static final class Mutable extends DirectSupertype.Match {
+      Mutable(final EClass pA, final EClass pB) {
+        super(pA, pB);
+      }
+      
+      @Override
+      public boolean isMutable() {
+        return true;
+      }
+    }
+    
+    private static final class Immutable extends DirectSupertype.Match {
+      Immutable(final EClass pA, final EClass pB) {
+        super(pA, pB);
+      }
+      
+      @Override
+      public boolean isMutable() {
+        return false;
+      }
+    }
+  }
+  
+  /**
+   * Generated pattern matcher API of the queries.directSupertype pattern,
+   * providing pattern-specific query methods.
+   * 
+   * <p>Use the pattern matcher on a given model via {@link #on(ViatraQueryEngine)},
+   * e.g. in conjunction with {@link ViatraQueryEngine#on(QueryScope)}.
+   * 
+   * <p>Matches of the pattern will be represented as {@link Match}.
+   * 
+   * <p>Original source:
+   * <code><pre>
+   * pattern directSupertype(a: EClass, b:EClass) {
+   *    EClass.eSuperTypes(a,b);
+   * }
+   * </pre></code>
+   * 
+   * @see Match
+   * @see DirectSupertype
+   * 
+   */
+  public static class Matcher extends BaseMatcher<DirectSupertype.Match> {
+    /**
+     * Initializes the pattern matcher within an existing VIATRA Query engine.
+     * If the pattern matcher is already constructed in the engine, only a light-weight reference is returned.
+     * 
+     * @param engine the existing VIATRA Query engine in which this matcher will be created.
+     * @throws ViatraQueryRuntimeException if an error occurs during pattern matcher creation
+     * 
+     */
+    public static DirectSupertype.Matcher on(final ViatraQueryEngine engine) {
+      // check if matcher already exists
+      Matcher matcher = engine.getExistingMatcher(querySpecification());
+      if (matcher == null) {
+          matcher = (Matcher)engine.getMatcher(querySpecification());
+      }
+      return matcher;
+    }
+    
+    /**
+     * @throws ViatraQueryRuntimeException if an error occurs during pattern matcher creation
+     * @return an initialized matcher
+     * @noreference This method is for internal matcher initialization by the framework, do not call it manually.
+     * 
+     */
+    public static DirectSupertype.Matcher create() {
+      return new Matcher();
+    }
+    
+    private static final int POSITION_A = 0;
+    
+    private static final int POSITION_B = 1;
+    
+    private static final Logger LOGGER = ViatraQueryLoggingUtil.getLogger(DirectSupertype.Matcher.class);
+    
+    /**
+     * Initializes the pattern matcher within an existing VIATRA Query engine.
+     * If the pattern matcher is already constructed in the engine, only a light-weight reference is returned.
+     * 
+     * @param engine the existing VIATRA Query engine in which this matcher will be created.
+     * @throws ViatraQueryRuntimeException if an error occurs during pattern matcher creation
+     * 
+     */
+    private Matcher() {
+      super(querySpecification());
+    }
+    
+    /**
+     * Returns the set of all matches of the pattern that conform to the given fixed values of some parameters.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @return matches represented as a Match object.
+     * 
+     */
+    public Collection<DirectSupertype.Match> getAllMatches(final EClass pA, final EClass pB) {
+      return rawStreamAllMatches(new Object[]{pA, pB}).collect(Collectors.toSet());
+    }
+    
+    /**
+     * Returns a stream of all matches of the pattern that conform to the given fixed values of some parameters.
+     * </p>
+     * <strong>NOTE</strong>: It is important not to modify the source model while the stream is being processed.
+     * If the match set of the pattern changes during processing, the contents of the stream is <strong>undefined</strong>.
+     * In such cases, either rely on {@link #getAllMatches()} or collect the results of the stream in end-user code.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @return a stream of matches represented as a Match object.
+     * 
+     */
+    public Stream<DirectSupertype.Match> streamAllMatches(final EClass pA, final EClass pB) {
+      return rawStreamAllMatches(new Object[]{pA, pB});
+    }
+    
+    /**
+     * Returns an arbitrarily chosen match of the pattern that conforms to the given fixed values of some parameters.
+     * Neither determinism nor randomness of selection is guaranteed.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @return a match represented as a Match object, or null if no match is found.
+     * 
+     */
+    public Optional<DirectSupertype.Match> getOneArbitraryMatch(final EClass pA, final EClass pB) {
+      return rawGetOneArbitraryMatch(new Object[]{pA, pB});
+    }
+    
+    /**
+     * Indicates whether the given combination of specified pattern parameters constitute a valid pattern match,
+     * under any possible substitution of the unspecified parameters (if any).
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @return true if the input is a valid (partial) match of the pattern.
+     * 
+     */
+    public boolean hasMatch(final EClass pA, final EClass pB) {
+      return rawHasMatch(new Object[]{pA, pB});
+    }
+    
+    /**
+     * Returns the number of all matches of the pattern that conform to the given fixed values of some parameters.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @return the number of pattern matches found.
+     * 
+     */
+    public int countMatches(final EClass pA, final EClass pB) {
+      return rawCountMatches(new Object[]{pA, pB});
+    }
+    
+    /**
+     * Executes the given processor on an arbitrarily chosen match of the pattern that conforms to the given fixed values of some parameters.
+     * Neither determinism nor randomness of selection is guaranteed.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @param processor the action that will process the selected match.
+     * @return true if the pattern has at least one match with the given parameter values, false if the processor was not invoked
+     * 
+     */
+    public boolean forOneArbitraryMatch(final EClass pA, final EClass pB, final Consumer<? super DirectSupertype.Match> processor) {
+      return rawForOneArbitraryMatch(new Object[]{pA, pB}, processor);
+    }
+    
+    /**
+     * Returns a new (partial) match.
+     * This can be used e.g. to call the matcher with a partial match.
+     * <p>The returned match will be immutable. Use {@link #newEmptyMatch()} to obtain a mutable match object.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @return the (partial) match object.
+     * 
+     */
+    public DirectSupertype.Match newMatch(final EClass pA, final EClass pB) {
+      return DirectSupertype.Match.newMatch(pA, pB);
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    protected Stream<EClass> rawStreamAllValuesOfa(final Object[] parameters) {
+      return rawStreamAllValues(POSITION_A, parameters).map(EClass.class::cast);
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Set<EClass> getAllValuesOfa() {
+      return rawStreamAllValuesOfa(emptyArray()).collect(Collectors.toSet());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Stream<EClass> streamAllValuesOfa() {
+      return rawStreamAllValuesOfa(emptyArray());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * </p>
+     * <strong>NOTE</strong>: It is important not to modify the source model while the stream is being processed.
+     * If the match set of the pattern changes during processing, the contents of the stream is <strong>undefined</strong>.
+     * In such cases, either rely on {@link #getAllMatches()} or collect the results of the stream in end-user code.
+     *      
+     * @return the Stream of all values or empty set if there are no matches
+     * 
+     */
+    public Stream<EClass> streamAllValuesOfa(final DirectSupertype.Match partialMatch) {
+      return rawStreamAllValuesOfa(partialMatch.toArray());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * </p>
+     * <strong>NOTE</strong>: It is important not to modify the source model while the stream is being processed.
+     * If the match set of the pattern changes during processing, the contents of the stream is <strong>undefined</strong>.
+     * In such cases, either rely on {@link #getAllMatches()} or collect the results of the stream in end-user code.
+     *      
+     * @return the Stream of all values or empty set if there are no matches
+     * 
+     */
+    public Stream<EClass> streamAllValuesOfa(final EClass pB) {
+      return rawStreamAllValuesOfa(new Object[]{null, pB});
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Set<EClass> getAllValuesOfa(final DirectSupertype.Match partialMatch) {
+      return rawStreamAllValuesOfa(partialMatch.toArray()).collect(Collectors.toSet());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Set<EClass> getAllValuesOfa(final EClass pB) {
+      return rawStreamAllValuesOfa(new Object[]{null, pB}).collect(Collectors.toSet());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for b.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    protected Stream<EClass> rawStreamAllValuesOfb(final Object[] parameters) {
+      return rawStreamAllValues(POSITION_B, parameters).map(EClass.class::cast);
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for b.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Set<EClass> getAllValuesOfb() {
+      return rawStreamAllValuesOfb(emptyArray()).collect(Collectors.toSet());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for b.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Stream<EClass> streamAllValuesOfb() {
+      return rawStreamAllValuesOfb(emptyArray());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for b.
+     * </p>
+     * <strong>NOTE</strong>: It is important not to modify the source model while the stream is being processed.
+     * If the match set of the pattern changes during processing, the contents of the stream is <strong>undefined</strong>.
+     * In such cases, either rely on {@link #getAllMatches()} or collect the results of the stream in end-user code.
+     *      
+     * @return the Stream of all values or empty set if there are no matches
+     * 
+     */
+    public Stream<EClass> streamAllValuesOfb(final DirectSupertype.Match partialMatch) {
+      return rawStreamAllValuesOfb(partialMatch.toArray());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for b.
+     * </p>
+     * <strong>NOTE</strong>: It is important not to modify the source model while the stream is being processed.
+     * If the match set of the pattern changes during processing, the contents of the stream is <strong>undefined</strong>.
+     * In such cases, either rely on {@link #getAllMatches()} or collect the results of the stream in end-user code.
+     *      
+     * @return the Stream of all values or empty set if there are no matches
+     * 
+     */
+    public Stream<EClass> streamAllValuesOfb(final EClass pA) {
+      return rawStreamAllValuesOfb(new Object[]{pA, null});
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for b.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Set<EClass> getAllValuesOfb(final DirectSupertype.Match partialMatch) {
+      return rawStreamAllValuesOfb(partialMatch.toArray()).collect(Collectors.toSet());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for b.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Set<EClass> getAllValuesOfb(final EClass pA) {
+      return rawStreamAllValuesOfb(new Object[]{pA, null}).collect(Collectors.toSet());
+    }
+    
+    @Override
+    protected DirectSupertype.Match tupleToMatch(final Tuple t) {
+      try {
+          return DirectSupertype.Match.newMatch((EClass) t.get(POSITION_A), (EClass) t.get(POSITION_B));
+      } catch(ClassCastException e) {
+          LOGGER.error("Element(s) in tuple not properly typed!",e);
+          return null;
+      }
+    }
+    
+    @Override
+    protected DirectSupertype.Match arrayToMatch(final Object[] match) {
+      try {
+          return DirectSupertype.Match.newMatch((EClass) match[POSITION_A], (EClass) match[POSITION_B]);
+      } catch(ClassCastException e) {
+          LOGGER.error("Element(s) in array not properly typed!",e);
+          return null;
+      }
+    }
+    
+    @Override
+    protected DirectSupertype.Match arrayToMatchMutable(final Object[] match) {
+      try {
+          return DirectSupertype.Match.newMutableMatch((EClass) match[POSITION_A], (EClass) match[POSITION_B]);
+      } catch(ClassCastException e) {
+          LOGGER.error("Element(s) in array not properly typed!",e);
+          return null;
+      }
+    }
+    
+    /**
+     * @return the singleton instance of the query specification of this pattern
+     * @throws ViatraQueryRuntimeException if the pattern definition could not be loaded
+     * 
+     */
+    public static IQuerySpecification<DirectSupertype.Matcher> querySpecification() {
+      return DirectSupertype.instance();
+    }
+  }
+  
+  private DirectSupertype() {
+    super(GeneratedPQuery.INSTANCE);
+  }
+  
+  /**
+   * @return the singleton instance of the query specification
+   * @throws ViatraQueryRuntimeException if the pattern definition could not be loaded
+   * 
+   */
+  public static DirectSupertype instance() {
+    try{
+        return LazyHolder.INSTANCE;
+    } catch (ExceptionInInitializerError err) {
+        throw processInitializerError(err);
+    }
+  }
+  
+  @Override
+  protected DirectSupertype.Matcher instantiate(final ViatraQueryEngine engine) {
+    return DirectSupertype.Matcher.on(engine);
+  }
+  
+  @Override
+  public DirectSupertype.Matcher instantiate() {
+    return DirectSupertype.Matcher.create();
+  }
+  
+  @Override
+  public DirectSupertype.Match newEmptyMatch() {
+    return DirectSupertype.Match.newEmptyMatch();
+  }
+  
+  @Override
+  public DirectSupertype.Match newMatch(final Object... parameters) {
+    return DirectSupertype.Match.newMatch((org.eclipse.emf.ecore.EClass) parameters[0], (org.eclipse.emf.ecore.EClass) parameters[1]);
+  }
+  
+  /**
+   * Inner class allowing the singleton instance of {@link JvmGenericType: queries.DirectSupertype (visibility: PUBLIC, simpleName: DirectSupertype, identifier: queries.DirectSupertype, deprecated: <unset>) (abstract: false, static: false, final: true, packageName: queries) (interface: false, strictFloatingPoint: false, anonymous: false)} to be created 
+   *     <b>not</b> at the class load time of the outer class, 
+   *     but rather at the first call to {@link JvmGenericType: queries.DirectSupertype (visibility: PUBLIC, simpleName: DirectSupertype, identifier: queries.DirectSupertype, deprecated: <unset>) (abstract: false, static: false, final: true, packageName: queries) (interface: false, strictFloatingPoint: false, anonymous: false)#instance()}.
+   * 
+   * <p> This workaround is required e.g. to support recursion.
+   * 
+   */
+  private static class LazyHolder {
+    private static final DirectSupertype INSTANCE = new DirectSupertype();
+    
+    /**
+     * Statically initializes the query specification <b>after</b> the field {@link #INSTANCE} is assigned.
+     * This initialization order is required to support indirect recursion.
+     * 
+     * <p> The static initializer is defined using a helper field to work around limitations of the code generator.
+     * 
+     */
+    private static final Object STATIC_INITIALIZER = ensureInitialized();
+    
+    public static Object ensureInitialized() {
+      INSTANCE.ensureInitializedInternal();
+      return null;
+    }
+  }
+  
+  private static class GeneratedPQuery extends BaseGeneratedEMFPQuery {
+    private static final DirectSupertype.GeneratedPQuery INSTANCE = new GeneratedPQuery();
+    
+    private final PParameter parameter_a = new PParameter("a", "org.eclipse.emf.ecore.EClass", new EClassTransitiveInstancesKey((EClass)getClassifierLiteralSafe("http://www.eclipse.org/emf/2002/Ecore", "EClass")), PParameterDirection.INOUT);
+    
+    private final PParameter parameter_b = new PParameter("b", "org.eclipse.emf.ecore.EClass", new EClassTransitiveInstancesKey((EClass)getClassifierLiteralSafe("http://www.eclipse.org/emf/2002/Ecore", "EClass")), PParameterDirection.INOUT);
+    
+    private final List<PParameter> parameters = Arrays.asList(parameter_a, parameter_b);
+    
+    private GeneratedPQuery() {
+      super(PVisibility.PUBLIC);
+    }
+    
+    @Override
+    public String getFullyQualifiedName() {
+      return "queries.directSupertype";
+    }
+    
+    @Override
+    public List<String> getParameterNames() {
+      return Arrays.asList("a","b");
+    }
+    
+    @Override
+    public List<PParameter> getParameters() {
+      return parameters;
+    }
+    
+    @Override
+    public Set<PBody> doGetContainedBodies() {
+      setEvaluationHints(new QueryEvaluationHint(null, QueryEvaluationHint.BackendRequirement.UNSPECIFIED));
+      Set<PBody> bodies = new LinkedHashSet<>();
+      {
+          PBody body = new PBody(this);
+          PVariable var_a = body.getOrCreateVariableByName("a");
+          PVariable var_b = body.getOrCreateVariableByName("b");
+          new TypeConstraint(body, Tuples.flatTupleOf(var_a), new EClassTransitiveInstancesKey((EClass)getClassifierLiteral("http://www.eclipse.org/emf/2002/Ecore", "EClass")));
+          new TypeConstraint(body, Tuples.flatTupleOf(var_b), new EClassTransitiveInstancesKey((EClass)getClassifierLiteral("http://www.eclipse.org/emf/2002/Ecore", "EClass")));
+          body.setSymbolicParameters(Arrays.<ExportedParameter>asList(
+             new ExportedParameter(body, var_a, parameter_a),
+             new ExportedParameter(body, var_b, parameter_b)
+          ));
+          //    EClass.eSuperTypes(a,b)
+          new TypeConstraint(body, Tuples.flatTupleOf(var_a), new EClassTransitiveInstancesKey((EClass)getClassifierLiteral("http://www.eclipse.org/emf/2002/Ecore", "EClass")));
+          PVariable var__virtual_0_ = body.getOrCreateVariableByName(".virtual{0}");
+          new TypeConstraint(body, Tuples.flatTupleOf(var_a, var__virtual_0_), new EStructuralFeatureInstancesKey(getFeatureLiteral("http://www.eclipse.org/emf/2002/Ecore", "EClass", "eSuperTypes")));
+          new TypeConstraint(body, Tuples.flatTupleOf(var__virtual_0_), new EClassTransitiveInstancesKey((EClass)getClassifierLiteral("http://www.eclipse.org/emf/2002/Ecore", "EClass")));
+          new Equality(body, var__virtual_0_, var_b);
+          bodies.add(body);
+      }
+      return bodies;
+    }
+  }
+}
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/src-gen/queries/Ecore.java b/Metrics/Metrics-Calculation/SocialNetwork_plugin/src-gen/queries/Ecore.java
new file mode 100644
index 00000000..e4f254d3
--- /dev/null
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/src-gen/queries/Ecore.java
@@ -0,0 +1,97 @@
+/**
+ * Generated from platform:/resource/SocialNetwork_plugin/queries/queries/Ecore.vql
+ */
+package queries;
+
+import org.eclipse.viatra.query.runtime.api.ViatraQueryEngine;
+import org.eclipse.viatra.query.runtime.api.impl.BaseGeneratedPatternGroup;
+import queries.DirectSupertype;
+import queries.LoopInInheritence;
+import queries.NonSymmetricOpposite;
+import queries.Opposite;
+import queries.OppositeDifferentClass;
+
+/**
+ * A pattern group formed of all public patterns defined in Ecore.vql.
+ * 
+ * <p>Use the static instance as any {@link interface org.eclipse.viatra.query.runtime.api.IQueryGroup}, to conveniently prepare
+ * a VIATRA Query engine for matching all patterns originally defined in file Ecore.vql,
+ * in order to achieve better performance than one-by-one on-demand matcher initialization.
+ * 
+ * <p> From package queries, the group contains the definition of the following patterns: <ul>
+ * <li>directSupertype</li>
+ * <li>loopInInheritence</li>
+ * <li>opposite</li>
+ * <li>oppositeDifferentClass</li>
+ * <li>nonSymmetricOpposite</li>
+ * </ul>
+ * 
+ * @see IQueryGroup
+ * 
+ */
+@SuppressWarnings("all")
+public final class Ecore extends BaseGeneratedPatternGroup {
+  /**
+   * Access the pattern group.
+   * 
+   * @return the singleton instance of the group
+   * @throws ViatraQueryRuntimeException if there was an error loading the generated code of pattern specifications
+   * 
+   */
+  public static Ecore instance() {
+    if (INSTANCE == null) {
+        INSTANCE = new Ecore();
+    }
+    return INSTANCE;
+  }
+  
+  private static Ecore INSTANCE;
+  
+  private Ecore() {
+    querySpecifications.add(DirectSupertype.instance());
+    querySpecifications.add(LoopInInheritence.instance());
+    querySpecifications.add(Opposite.instance());
+    querySpecifications.add(OppositeDifferentClass.instance());
+    querySpecifications.add(NonSymmetricOpposite.instance());
+  }
+  
+  public DirectSupertype getDirectSupertype() {
+    return DirectSupertype.instance();
+  }
+  
+  public DirectSupertype.Matcher getDirectSupertype(final ViatraQueryEngine engine) {
+    return DirectSupertype.Matcher.on(engine);
+  }
+  
+  public LoopInInheritence getLoopInInheritence() {
+    return LoopInInheritence.instance();
+  }
+  
+  public LoopInInheritence.Matcher getLoopInInheritence(final ViatraQueryEngine engine) {
+    return LoopInInheritence.Matcher.on(engine);
+  }
+  
+  public Opposite getOpposite() {
+    return Opposite.instance();
+  }
+  
+  public Opposite.Matcher getOpposite(final ViatraQueryEngine engine) {
+    return Opposite.Matcher.on(engine);
+  }
+  
+  public OppositeDifferentClass getOppositeDifferentClass() {
+    return OppositeDifferentClass.instance();
+  }
+  
+  public OppositeDifferentClass.Matcher getOppositeDifferentClass(final ViatraQueryEngine engine) {
+    return OppositeDifferentClass.Matcher.on(engine);
+  }
+  
+  public NonSymmetricOpposite getNonSymmetricOpposite() {
+    return NonSymmetricOpposite.instance();
+  }
+  
+  public NonSymmetricOpposite.Matcher getNonSymmetricOpposite(final ViatraQueryEngine engine) {
+    return NonSymmetricOpposite.Matcher.on(engine);
+  }
+}
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/src-gen/queries/LoopInInheritence.java b/Metrics/Metrics-Calculation/SocialNetwork_plugin/src-gen/queries/LoopInInheritence.java
new file mode 100644
index 00000000..18ef65f0
--- /dev/null
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/src-gen/queries/LoopInInheritence.java
@@ -0,0 +1,548 @@
+/**
+ * Generated from platform:/resource/SocialNetwork_plugin/queries/queries/Ecore.vql
+ */
+package queries;
+
+import java.util.Arrays;
+import java.util.Collection;
+import java.util.LinkedHashSet;
+import java.util.List;
+import java.util.Objects;
+import java.util.Optional;
+import java.util.Set;
+import java.util.function.Consumer;
+import java.util.stream.Collectors;
+import java.util.stream.Stream;
+import org.apache.log4j.Logger;
+import org.eclipse.emf.ecore.EClass;
+import org.eclipse.viatra.query.runtime.api.IPatternMatch;
+import org.eclipse.viatra.query.runtime.api.IQuerySpecification;
+import org.eclipse.viatra.query.runtime.api.ViatraQueryEngine;
+import org.eclipse.viatra.query.runtime.api.impl.BaseGeneratedEMFPQuery;
+import org.eclipse.viatra.query.runtime.api.impl.BaseGeneratedEMFQuerySpecification;
+import org.eclipse.viatra.query.runtime.api.impl.BaseMatcher;
+import org.eclipse.viatra.query.runtime.api.impl.BasePatternMatch;
+import org.eclipse.viatra.query.runtime.emf.types.EClassTransitiveInstancesKey;
+import org.eclipse.viatra.query.runtime.matchers.backend.QueryEvaluationHint;
+import org.eclipse.viatra.query.runtime.matchers.psystem.PBody;
+import org.eclipse.viatra.query.runtime.matchers.psystem.PVariable;
+import org.eclipse.viatra.query.runtime.matchers.psystem.annotations.PAnnotation;
+import org.eclipse.viatra.query.runtime.matchers.psystem.annotations.ParameterReference;
+import org.eclipse.viatra.query.runtime.matchers.psystem.basicdeferred.ExportedParameter;
+import org.eclipse.viatra.query.runtime.matchers.psystem.basicenumerables.BinaryTransitiveClosure;
+import org.eclipse.viatra.query.runtime.matchers.psystem.basicenumerables.TypeConstraint;
+import org.eclipse.viatra.query.runtime.matchers.psystem.queries.PParameter;
+import org.eclipse.viatra.query.runtime.matchers.psystem.queries.PParameterDirection;
+import org.eclipse.viatra.query.runtime.matchers.psystem.queries.PVisibility;
+import org.eclipse.viatra.query.runtime.matchers.tuple.Tuple;
+import org.eclipse.viatra.query.runtime.matchers.tuple.Tuples;
+import org.eclipse.viatra.query.runtime.util.ViatraQueryLoggingUtil;
+import queries.DirectSupertype;
+
+/**
+ * A pattern-specific query specification that can instantiate Matcher in a type-safe way.
+ * 
+ * <p>Original source:
+ *         <code><pre>
+ *         {@literal @}Constraint(key={a}, severity="error", message="error")
+ *         pattern loopInInheritence(a: EClass) {
+ *              find directSupertype+(a,a);
+ *         }
+ * </pre></code>
+ * 
+ * @see Matcher
+ * @see Match
+ * 
+ */
+@SuppressWarnings("all")
+public final class LoopInInheritence extends BaseGeneratedEMFQuerySpecification<LoopInInheritence.Matcher> {
+  /**
+   * Pattern-specific match representation of the queries.loopInInheritence pattern,
+   * to be used in conjunction with {@link Matcher}.
+   * 
+   * <p>Class fields correspond to parameters of the pattern. Fields with value null are considered unassigned.
+   * Each instance is a (possibly partial) substitution of pattern parameters,
+   * usable to represent a match of the pattern in the result of a query,
+   * or to specify the bound (fixed) input parameters when issuing a query.
+   * 
+   * @see Matcher
+   * 
+   */
+  public static abstract class Match extends BasePatternMatch {
+    private EClass fA;
+    
+    private static List<String> parameterNames = makeImmutableList("a");
+    
+    private Match(final EClass pA) {
+      this.fA = pA;
+    }
+    
+    @Override
+    public Object get(final String parameterName) {
+      if ("a".equals(parameterName)) return this.fA;
+      return null;
+    }
+    
+    public EClass getA() {
+      return this.fA;
+    }
+    
+    @Override
+    public boolean set(final String parameterName, final Object newValue) {
+      if (!isMutable()) throw new java.lang.UnsupportedOperationException();
+      if ("a".equals(parameterName) ) {
+          this.fA = (EClass) newValue;
+          return true;
+      }
+      return false;
+    }
+    
+    public void setA(final EClass pA) {
+      if (!isMutable()) throw new java.lang.UnsupportedOperationException();
+      this.fA = pA;
+    }
+    
+    @Override
+    public String patternName() {
+      return "queries.loopInInheritence";
+    }
+    
+    @Override
+    public List<String> parameterNames() {
+      return LoopInInheritence.Match.parameterNames;
+    }
+    
+    @Override
+    public Object[] toArray() {
+      return new Object[]{fA};
+    }
+    
+    @Override
+    public LoopInInheritence.Match toImmutable() {
+      return isMutable() ? newMatch(fA) : this;
+    }
+    
+    @Override
+    public String prettyPrint() {
+      StringBuilder result = new StringBuilder();
+      result.append("\"a\"=" + prettyPrintValue(fA));
+      return result.toString();
+    }
+    
+    @Override
+    public int hashCode() {
+      return Objects.hash(fA);
+    }
+    
+    @Override
+    public boolean equals(final Object obj) {
+      if (this == obj)
+          return true;
+      if (obj == null) {
+          return false;
+      }
+      if ((obj instanceof LoopInInheritence.Match)) {
+          LoopInInheritence.Match other = (LoopInInheritence.Match) obj;
+          return Objects.equals(fA, other.fA);
+      } else {
+          // this should be infrequent
+          if (!(obj instanceof IPatternMatch)) {
+              return false;
+          }
+          IPatternMatch otherSig  = (IPatternMatch) obj;
+          return Objects.equals(specification(), otherSig.specification()) && Arrays.deepEquals(toArray(), otherSig.toArray());
+      }
+    }
+    
+    @Override
+    public LoopInInheritence specification() {
+      return LoopInInheritence.instance();
+    }
+    
+    /**
+     * Returns an empty, mutable match.
+     * Fields of the mutable match can be filled to create a partial match, usable as matcher input.
+     * 
+     * @return the empty match.
+     * 
+     */
+    public static LoopInInheritence.Match newEmptyMatch() {
+      return new Mutable(null);
+    }
+    
+    /**
+     * Returns a mutable (partial) match.
+     * Fields of the mutable match can be filled to create a partial match, usable as matcher input.
+     * 
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @return the new, mutable (partial) match object.
+     * 
+     */
+    public static LoopInInheritence.Match newMutableMatch(final EClass pA) {
+      return new Mutable(pA);
+    }
+    
+    /**
+     * Returns a new (partial) match.
+     * This can be used e.g. to call the matcher with a partial match.
+     * <p>The returned match will be immutable. Use {@link #newEmptyMatch()} to obtain a mutable match object.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @return the (partial) match object.
+     * 
+     */
+    public static LoopInInheritence.Match newMatch(final EClass pA) {
+      return new Immutable(pA);
+    }
+    
+    private static final class Mutable extends LoopInInheritence.Match {
+      Mutable(final EClass pA) {
+        super(pA);
+      }
+      
+      @Override
+      public boolean isMutable() {
+        return true;
+      }
+    }
+    
+    private static final class Immutable extends LoopInInheritence.Match {
+      Immutable(final EClass pA) {
+        super(pA);
+      }
+      
+      @Override
+      public boolean isMutable() {
+        return false;
+      }
+    }
+  }
+  
+  /**
+   * Generated pattern matcher API of the queries.loopInInheritence pattern,
+   * providing pattern-specific query methods.
+   * 
+   * <p>Use the pattern matcher on a given model via {@link #on(ViatraQueryEngine)},
+   * e.g. in conjunction with {@link ViatraQueryEngine#on(QueryScope)}.
+   * 
+   * <p>Matches of the pattern will be represented as {@link Match}.
+   * 
+   * <p>Original source:
+   * <code><pre>
+   * {@literal @}Constraint(key={a}, severity="error", message="error")
+   * pattern loopInInheritence(a: EClass) {
+   *    find directSupertype+(a,a);
+   * }
+   * </pre></code>
+   * 
+   * @see Match
+   * @see LoopInInheritence
+   * 
+   */
+  public static class Matcher extends BaseMatcher<LoopInInheritence.Match> {
+    /**
+     * Initializes the pattern matcher within an existing VIATRA Query engine.
+     * If the pattern matcher is already constructed in the engine, only a light-weight reference is returned.
+     * 
+     * @param engine the existing VIATRA Query engine in which this matcher will be created.
+     * @throws ViatraQueryRuntimeException if an error occurs during pattern matcher creation
+     * 
+     */
+    public static LoopInInheritence.Matcher on(final ViatraQueryEngine engine) {
+      // check if matcher already exists
+      Matcher matcher = engine.getExistingMatcher(querySpecification());
+      if (matcher == null) {
+          matcher = (Matcher)engine.getMatcher(querySpecification());
+      }
+      return matcher;
+    }
+    
+    /**
+     * @throws ViatraQueryRuntimeException if an error occurs during pattern matcher creation
+     * @return an initialized matcher
+     * @noreference This method is for internal matcher initialization by the framework, do not call it manually.
+     * 
+     */
+    public static LoopInInheritence.Matcher create() {
+      return new Matcher();
+    }
+    
+    private static final int POSITION_A = 0;
+    
+    private static final Logger LOGGER = ViatraQueryLoggingUtil.getLogger(LoopInInheritence.Matcher.class);
+    
+    /**
+     * Initializes the pattern matcher within an existing VIATRA Query engine.
+     * If the pattern matcher is already constructed in the engine, only a light-weight reference is returned.
+     * 
+     * @param engine the existing VIATRA Query engine in which this matcher will be created.
+     * @throws ViatraQueryRuntimeException if an error occurs during pattern matcher creation
+     * 
+     */
+    private Matcher() {
+      super(querySpecification());
+    }
+    
+    /**
+     * Returns the set of all matches of the pattern that conform to the given fixed values of some parameters.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @return matches represented as a Match object.
+     * 
+     */
+    public Collection<LoopInInheritence.Match> getAllMatches(final EClass pA) {
+      return rawStreamAllMatches(new Object[]{pA}).collect(Collectors.toSet());
+    }
+    
+    /**
+     * Returns a stream of all matches of the pattern that conform to the given fixed values of some parameters.
+     * </p>
+     * <strong>NOTE</strong>: It is important not to modify the source model while the stream is being processed.
+     * If the match set of the pattern changes during processing, the contents of the stream is <strong>undefined</strong>.
+     * In such cases, either rely on {@link #getAllMatches()} or collect the results of the stream in end-user code.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @return a stream of matches represented as a Match object.
+     * 
+     */
+    public Stream<LoopInInheritence.Match> streamAllMatches(final EClass pA) {
+      return rawStreamAllMatches(new Object[]{pA});
+    }
+    
+    /**
+     * Returns an arbitrarily chosen match of the pattern that conforms to the given fixed values of some parameters.
+     * Neither determinism nor randomness of selection is guaranteed.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @return a match represented as a Match object, or null if no match is found.
+     * 
+     */
+    public Optional<LoopInInheritence.Match> getOneArbitraryMatch(final EClass pA) {
+      return rawGetOneArbitraryMatch(new Object[]{pA});
+    }
+    
+    /**
+     * Indicates whether the given combination of specified pattern parameters constitute a valid pattern match,
+     * under any possible substitution of the unspecified parameters (if any).
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @return true if the input is a valid (partial) match of the pattern.
+     * 
+     */
+    public boolean hasMatch(final EClass pA) {
+      return rawHasMatch(new Object[]{pA});
+    }
+    
+    /**
+     * Returns the number of all matches of the pattern that conform to the given fixed values of some parameters.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @return the number of pattern matches found.
+     * 
+     */
+    public int countMatches(final EClass pA) {
+      return rawCountMatches(new Object[]{pA});
+    }
+    
+    /**
+     * Executes the given processor on an arbitrarily chosen match of the pattern that conforms to the given fixed values of some parameters.
+     * Neither determinism nor randomness of selection is guaranteed.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param processor the action that will process the selected match.
+     * @return true if the pattern has at least one match with the given parameter values, false if the processor was not invoked
+     * 
+     */
+    public boolean forOneArbitraryMatch(final EClass pA, final Consumer<? super LoopInInheritence.Match> processor) {
+      return rawForOneArbitraryMatch(new Object[]{pA}, processor);
+    }
+    
+    /**
+     * Returns a new (partial) match.
+     * This can be used e.g. to call the matcher with a partial match.
+     * <p>The returned match will be immutable. Use {@link #newEmptyMatch()} to obtain a mutable match object.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @return the (partial) match object.
+     * 
+     */
+    public LoopInInheritence.Match newMatch(final EClass pA) {
+      return LoopInInheritence.Match.newMatch(pA);
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    protected Stream<EClass> rawStreamAllValuesOfa(final Object[] parameters) {
+      return rawStreamAllValues(POSITION_A, parameters).map(EClass.class::cast);
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Set<EClass> getAllValuesOfa() {
+      return rawStreamAllValuesOfa(emptyArray()).collect(Collectors.toSet());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Stream<EClass> streamAllValuesOfa() {
+      return rawStreamAllValuesOfa(emptyArray());
+    }
+    
+    @Override
+    protected LoopInInheritence.Match tupleToMatch(final Tuple t) {
+      try {
+          return LoopInInheritence.Match.newMatch((EClass) t.get(POSITION_A));
+      } catch(ClassCastException e) {
+          LOGGER.error("Element(s) in tuple not properly typed!",e);
+          return null;
+      }
+    }
+    
+    @Override
+    protected LoopInInheritence.Match arrayToMatch(final Object[] match) {
+      try {
+          return LoopInInheritence.Match.newMatch((EClass) match[POSITION_A]);
+      } catch(ClassCastException e) {
+          LOGGER.error("Element(s) in array not properly typed!",e);
+          return null;
+      }
+    }
+    
+    @Override
+    protected LoopInInheritence.Match arrayToMatchMutable(final Object[] match) {
+      try {
+          return LoopInInheritence.Match.newMutableMatch((EClass) match[POSITION_A]);
+      } catch(ClassCastException e) {
+          LOGGER.error("Element(s) in array not properly typed!",e);
+          return null;
+      }
+    }
+    
+    /**
+     * @return the singleton instance of the query specification of this pattern
+     * @throws ViatraQueryRuntimeException if the pattern definition could not be loaded
+     * 
+     */
+    public static IQuerySpecification<LoopInInheritence.Matcher> querySpecification() {
+      return LoopInInheritence.instance();
+    }
+  }
+  
+  private LoopInInheritence() {
+    super(GeneratedPQuery.INSTANCE);
+  }
+  
+  /**
+   * @return the singleton instance of the query specification
+   * @throws ViatraQueryRuntimeException if the pattern definition could not be loaded
+   * 
+   */
+  public static LoopInInheritence instance() {
+    try{
+        return LazyHolder.INSTANCE;
+    } catch (ExceptionInInitializerError err) {
+        throw processInitializerError(err);
+    }
+  }
+  
+  @Override
+  protected LoopInInheritence.Matcher instantiate(final ViatraQueryEngine engine) {
+    return LoopInInheritence.Matcher.on(engine);
+  }
+  
+  @Override
+  public LoopInInheritence.Matcher instantiate() {
+    return LoopInInheritence.Matcher.create();
+  }
+  
+  @Override
+  public LoopInInheritence.Match newEmptyMatch() {
+    return LoopInInheritence.Match.newEmptyMatch();
+  }
+  
+  @Override
+  public LoopInInheritence.Match newMatch(final Object... parameters) {
+    return LoopInInheritence.Match.newMatch((org.eclipse.emf.ecore.EClass) parameters[0]);
+  }
+  
+  /**
+   * Inner class allowing the singleton instance of {@link JvmGenericType: queries.LoopInInheritence (visibility: PUBLIC, simpleName: LoopInInheritence, identifier: queries.LoopInInheritence, deprecated: <unset>) (abstract: false, static: false, final: true, packageName: queries) (interface: false, strictFloatingPoint: false, anonymous: false)} to be created 
+   *     <b>not</b> at the class load time of the outer class, 
+   *     but rather at the first call to {@link JvmGenericType: queries.LoopInInheritence (visibility: PUBLIC, simpleName: LoopInInheritence, identifier: queries.LoopInInheritence, deprecated: <unset>) (abstract: false, static: false, final: true, packageName: queries) (interface: false, strictFloatingPoint: false, anonymous: false)#instance()}.
+   * 
+   * <p> This workaround is required e.g. to support recursion.
+   * 
+   */
+  private static class LazyHolder {
+    private static final LoopInInheritence INSTANCE = new LoopInInheritence();
+    
+    /**
+     * Statically initializes the query specification <b>after</b> the field {@link #INSTANCE} is assigned.
+     * This initialization order is required to support indirect recursion.
+     * 
+     * <p> The static initializer is defined using a helper field to work around limitations of the code generator.
+     * 
+     */
+    private static final Object STATIC_INITIALIZER = ensureInitialized();
+    
+    public static Object ensureInitialized() {
+      INSTANCE.ensureInitializedInternal();
+      return null;
+    }
+  }
+  
+  private static class GeneratedPQuery extends BaseGeneratedEMFPQuery {
+    private static final LoopInInheritence.GeneratedPQuery INSTANCE = new GeneratedPQuery();
+    
+    private final PParameter parameter_a = new PParameter("a", "org.eclipse.emf.ecore.EClass", new EClassTransitiveInstancesKey((EClass)getClassifierLiteralSafe("http://www.eclipse.org/emf/2002/Ecore", "EClass")), PParameterDirection.INOUT);
+    
+    private final List<PParameter> parameters = Arrays.asList(parameter_a);
+    
+    private GeneratedPQuery() {
+      super(PVisibility.PUBLIC);
+    }
+    
+    @Override
+    public String getFullyQualifiedName() {
+      return "queries.loopInInheritence";
+    }
+    
+    @Override
+    public List<String> getParameterNames() {
+      return Arrays.asList("a");
+    }
+    
+    @Override
+    public List<PParameter> getParameters() {
+      return parameters;
+    }
+    
+    @Override
+    public Set<PBody> doGetContainedBodies() {
+      setEvaluationHints(new QueryEvaluationHint(null, QueryEvaluationHint.BackendRequirement.UNSPECIFIED));
+      Set<PBody> bodies = new LinkedHashSet<>();
+      {
+          PBody body = new PBody(this);
+          PVariable var_a = body.getOrCreateVariableByName("a");
+          new TypeConstraint(body, Tuples.flatTupleOf(var_a), new EClassTransitiveInstancesKey((EClass)getClassifierLiteral("http://www.eclipse.org/emf/2002/Ecore", "EClass")));
+          body.setSymbolicParameters(Arrays.<ExportedParameter>asList(
+             new ExportedParameter(body, var_a, parameter_a)
+          ));
+          //    find directSupertype+(a,a)
+          new BinaryTransitiveClosure(body, Tuples.flatTupleOf(var_a, var_a), DirectSupertype.instance().getInternalQueryRepresentation());
+          bodies.add(body);
+      }
+      {
+          PAnnotation annotation = new PAnnotation("Constraint");
+          annotation.addAttribute("key", Arrays.asList(new Object[] {
+                              new ParameterReference("a")
+                              }));
+          annotation.addAttribute("severity", "error");
+          annotation.addAttribute("message", "error");
+          addAnnotation(annotation);
+      }
+      return bodies;
+    }
+  }
+}
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/src-gen/queries/NonSymmetricOpposite.java b/Metrics/Metrics-Calculation/SocialNetwork_plugin/src-gen/queries/NonSymmetricOpposite.java
new file mode 100644
index 00000000..cecbe2d8
--- /dev/null
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/src-gen/queries/NonSymmetricOpposite.java
@@ -0,0 +1,707 @@
+/**
+ * Generated from platform:/resource/SocialNetwork_plugin/queries/queries/Ecore.vql
+ */
+package queries;
+
+import java.util.Arrays;
+import java.util.Collection;
+import java.util.LinkedHashSet;
+import java.util.List;
+import java.util.Objects;
+import java.util.Optional;
+import java.util.Set;
+import java.util.function.Consumer;
+import java.util.stream.Collectors;
+import java.util.stream.Stream;
+import org.apache.log4j.Logger;
+import org.eclipse.emf.ecore.EClass;
+import org.eclipse.emf.ecore.EReference;
+import org.eclipse.viatra.query.runtime.api.IPatternMatch;
+import org.eclipse.viatra.query.runtime.api.IQuerySpecification;
+import org.eclipse.viatra.query.runtime.api.ViatraQueryEngine;
+import org.eclipse.viatra.query.runtime.api.impl.BaseGeneratedEMFPQuery;
+import org.eclipse.viatra.query.runtime.api.impl.BaseGeneratedEMFQuerySpecification;
+import org.eclipse.viatra.query.runtime.api.impl.BaseMatcher;
+import org.eclipse.viatra.query.runtime.api.impl.BasePatternMatch;
+import org.eclipse.viatra.query.runtime.emf.types.EClassTransitiveInstancesKey;
+import org.eclipse.viatra.query.runtime.matchers.backend.QueryEvaluationHint;
+import org.eclipse.viatra.query.runtime.matchers.psystem.PBody;
+import org.eclipse.viatra.query.runtime.matchers.psystem.PVariable;
+import org.eclipse.viatra.query.runtime.matchers.psystem.annotations.PAnnotation;
+import org.eclipse.viatra.query.runtime.matchers.psystem.annotations.ParameterReference;
+import org.eclipse.viatra.query.runtime.matchers.psystem.basicdeferred.ExportedParameter;
+import org.eclipse.viatra.query.runtime.matchers.psystem.basicdeferred.NegativePatternCall;
+import org.eclipse.viatra.query.runtime.matchers.psystem.basicenumerables.PositivePatternCall;
+import org.eclipse.viatra.query.runtime.matchers.psystem.basicenumerables.TypeConstraint;
+import org.eclipse.viatra.query.runtime.matchers.psystem.queries.PParameter;
+import org.eclipse.viatra.query.runtime.matchers.psystem.queries.PParameterDirection;
+import org.eclipse.viatra.query.runtime.matchers.psystem.queries.PVisibility;
+import org.eclipse.viatra.query.runtime.matchers.tuple.Tuple;
+import org.eclipse.viatra.query.runtime.matchers.tuple.Tuples;
+import org.eclipse.viatra.query.runtime.util.ViatraQueryLoggingUtil;
+import queries.Opposite;
+
+/**
+ * A pattern-specific query specification that can instantiate Matcher in a type-safe way.
+ * 
+ * <p>Original source:
+ *         <code><pre>
+ *         {@literal @}Constraint(key={a}, severity="error", message="error")
+ *         pattern nonSymmetricOpposite(a:EReference, b:EReference) {
+ *              find opposite(a,b);
+ *              neg find opposite(b,a);
+ *         }
+ * </pre></code>
+ * 
+ * @see Matcher
+ * @see Match
+ * 
+ */
+@SuppressWarnings("all")
+public final class NonSymmetricOpposite extends BaseGeneratedEMFQuerySpecification<NonSymmetricOpposite.Matcher> {
+  /**
+   * Pattern-specific match representation of the queries.nonSymmetricOpposite pattern,
+   * to be used in conjunction with {@link Matcher}.
+   * 
+   * <p>Class fields correspond to parameters of the pattern. Fields with value null are considered unassigned.
+   * Each instance is a (possibly partial) substitution of pattern parameters,
+   * usable to represent a match of the pattern in the result of a query,
+   * or to specify the bound (fixed) input parameters when issuing a query.
+   * 
+   * @see Matcher
+   * 
+   */
+  public static abstract class Match extends BasePatternMatch {
+    private EReference fA;
+    
+    private EReference fB;
+    
+    private static List<String> parameterNames = makeImmutableList("a", "b");
+    
+    private Match(final EReference pA, final EReference pB) {
+      this.fA = pA;
+      this.fB = pB;
+    }
+    
+    @Override
+    public Object get(final String parameterName) {
+      if ("a".equals(parameterName)) return this.fA;
+      if ("b".equals(parameterName)) return this.fB;
+      return null;
+    }
+    
+    public EReference getA() {
+      return this.fA;
+    }
+    
+    public EReference getB() {
+      return this.fB;
+    }
+    
+    @Override
+    public boolean set(final String parameterName, final Object newValue) {
+      if (!isMutable()) throw new java.lang.UnsupportedOperationException();
+      if ("a".equals(parameterName) ) {
+          this.fA = (EReference) newValue;
+          return true;
+      }
+      if ("b".equals(parameterName) ) {
+          this.fB = (EReference) newValue;
+          return true;
+      }
+      return false;
+    }
+    
+    public void setA(final EReference pA) {
+      if (!isMutable()) throw new java.lang.UnsupportedOperationException();
+      this.fA = pA;
+    }
+    
+    public void setB(final EReference pB) {
+      if (!isMutable()) throw new java.lang.UnsupportedOperationException();
+      this.fB = pB;
+    }
+    
+    @Override
+    public String patternName() {
+      return "queries.nonSymmetricOpposite";
+    }
+    
+    @Override
+    public List<String> parameterNames() {
+      return NonSymmetricOpposite.Match.parameterNames;
+    }
+    
+    @Override
+    public Object[] toArray() {
+      return new Object[]{fA, fB};
+    }
+    
+    @Override
+    public NonSymmetricOpposite.Match toImmutable() {
+      return isMutable() ? newMatch(fA, fB) : this;
+    }
+    
+    @Override
+    public String prettyPrint() {
+      StringBuilder result = new StringBuilder();
+      result.append("\"a\"=" + prettyPrintValue(fA) + ", ");
+      result.append("\"b\"=" + prettyPrintValue(fB));
+      return result.toString();
+    }
+    
+    @Override
+    public int hashCode() {
+      return Objects.hash(fA, fB);
+    }
+    
+    @Override
+    public boolean equals(final Object obj) {
+      if (this == obj)
+          return true;
+      if (obj == null) {
+          return false;
+      }
+      if ((obj instanceof NonSymmetricOpposite.Match)) {
+          NonSymmetricOpposite.Match other = (NonSymmetricOpposite.Match) obj;
+          return Objects.equals(fA, other.fA) && Objects.equals(fB, other.fB);
+      } else {
+          // this should be infrequent
+          if (!(obj instanceof IPatternMatch)) {
+              return false;
+          }
+          IPatternMatch otherSig  = (IPatternMatch) obj;
+          return Objects.equals(specification(), otherSig.specification()) && Arrays.deepEquals(toArray(), otherSig.toArray());
+      }
+    }
+    
+    @Override
+    public NonSymmetricOpposite specification() {
+      return NonSymmetricOpposite.instance();
+    }
+    
+    /**
+     * Returns an empty, mutable match.
+     * Fields of the mutable match can be filled to create a partial match, usable as matcher input.
+     * 
+     * @return the empty match.
+     * 
+     */
+    public static NonSymmetricOpposite.Match newEmptyMatch() {
+      return new Mutable(null, null);
+    }
+    
+    /**
+     * Returns a mutable (partial) match.
+     * Fields of the mutable match can be filled to create a partial match, usable as matcher input.
+     * 
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @return the new, mutable (partial) match object.
+     * 
+     */
+    public static NonSymmetricOpposite.Match newMutableMatch(final EReference pA, final EReference pB) {
+      return new Mutable(pA, pB);
+    }
+    
+    /**
+     * Returns a new (partial) match.
+     * This can be used e.g. to call the matcher with a partial match.
+     * <p>The returned match will be immutable. Use {@link #newEmptyMatch()} to obtain a mutable match object.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @return the (partial) match object.
+     * 
+     */
+    public static NonSymmetricOpposite.Match newMatch(final EReference pA, final EReference pB) {
+      return new Immutable(pA, pB);
+    }
+    
+    private static final class Mutable extends NonSymmetricOpposite.Match {
+      Mutable(final EReference pA, final EReference pB) {
+        super(pA, pB);
+      }
+      
+      @Override
+      public boolean isMutable() {
+        return true;
+      }
+    }
+    
+    private static final class Immutable extends NonSymmetricOpposite.Match {
+      Immutable(final EReference pA, final EReference pB) {
+        super(pA, pB);
+      }
+      
+      @Override
+      public boolean isMutable() {
+        return false;
+      }
+    }
+  }
+  
+  /**
+   * Generated pattern matcher API of the queries.nonSymmetricOpposite pattern,
+   * providing pattern-specific query methods.
+   * 
+   * <p>Use the pattern matcher on a given model via {@link #on(ViatraQueryEngine)},
+   * e.g. in conjunction with {@link ViatraQueryEngine#on(QueryScope)}.
+   * 
+   * <p>Matches of the pattern will be represented as {@link Match}.
+   * 
+   * <p>Original source:
+   * <code><pre>
+   * {@literal @}Constraint(key={a}, severity="error", message="error")
+   * pattern nonSymmetricOpposite(a:EReference, b:EReference) {
+   *    find opposite(a,b);
+   *    neg find opposite(b,a);
+   * }
+   * </pre></code>
+   * 
+   * @see Match
+   * @see NonSymmetricOpposite
+   * 
+   */
+  public static class Matcher extends BaseMatcher<NonSymmetricOpposite.Match> {
+    /**
+     * Initializes the pattern matcher within an existing VIATRA Query engine.
+     * If the pattern matcher is already constructed in the engine, only a light-weight reference is returned.
+     * 
+     * @param engine the existing VIATRA Query engine in which this matcher will be created.
+     * @throws ViatraQueryRuntimeException if an error occurs during pattern matcher creation
+     * 
+     */
+    public static NonSymmetricOpposite.Matcher on(final ViatraQueryEngine engine) {
+      // check if matcher already exists
+      Matcher matcher = engine.getExistingMatcher(querySpecification());
+      if (matcher == null) {
+          matcher = (Matcher)engine.getMatcher(querySpecification());
+      }
+      return matcher;
+    }
+    
+    /**
+     * @throws ViatraQueryRuntimeException if an error occurs during pattern matcher creation
+     * @return an initialized matcher
+     * @noreference This method is for internal matcher initialization by the framework, do not call it manually.
+     * 
+     */
+    public static NonSymmetricOpposite.Matcher create() {
+      return new Matcher();
+    }
+    
+    private static final int POSITION_A = 0;
+    
+    private static final int POSITION_B = 1;
+    
+    private static final Logger LOGGER = ViatraQueryLoggingUtil.getLogger(NonSymmetricOpposite.Matcher.class);
+    
+    /**
+     * Initializes the pattern matcher within an existing VIATRA Query engine.
+     * If the pattern matcher is already constructed in the engine, only a light-weight reference is returned.
+     * 
+     * @param engine the existing VIATRA Query engine in which this matcher will be created.
+     * @throws ViatraQueryRuntimeException if an error occurs during pattern matcher creation
+     * 
+     */
+    private Matcher() {
+      super(querySpecification());
+    }
+    
+    /**
+     * Returns the set of all matches of the pattern that conform to the given fixed values of some parameters.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @return matches represented as a Match object.
+     * 
+     */
+    public Collection<NonSymmetricOpposite.Match> getAllMatches(final EReference pA, final EReference pB) {
+      return rawStreamAllMatches(new Object[]{pA, pB}).collect(Collectors.toSet());
+    }
+    
+    /**
+     * Returns a stream of all matches of the pattern that conform to the given fixed values of some parameters.
+     * </p>
+     * <strong>NOTE</strong>: It is important not to modify the source model while the stream is being processed.
+     * If the match set of the pattern changes during processing, the contents of the stream is <strong>undefined</strong>.
+     * In such cases, either rely on {@link #getAllMatches()} or collect the results of the stream in end-user code.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @return a stream of matches represented as a Match object.
+     * 
+     */
+    public Stream<NonSymmetricOpposite.Match> streamAllMatches(final EReference pA, final EReference pB) {
+      return rawStreamAllMatches(new Object[]{pA, pB});
+    }
+    
+    /**
+     * Returns an arbitrarily chosen match of the pattern that conforms to the given fixed values of some parameters.
+     * Neither determinism nor randomness of selection is guaranteed.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @return a match represented as a Match object, or null if no match is found.
+     * 
+     */
+    public Optional<NonSymmetricOpposite.Match> getOneArbitraryMatch(final EReference pA, final EReference pB) {
+      return rawGetOneArbitraryMatch(new Object[]{pA, pB});
+    }
+    
+    /**
+     * Indicates whether the given combination of specified pattern parameters constitute a valid pattern match,
+     * under any possible substitution of the unspecified parameters (if any).
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @return true if the input is a valid (partial) match of the pattern.
+     * 
+     */
+    public boolean hasMatch(final EReference pA, final EReference pB) {
+      return rawHasMatch(new Object[]{pA, pB});
+    }
+    
+    /**
+     * Returns the number of all matches of the pattern that conform to the given fixed values of some parameters.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @return the number of pattern matches found.
+     * 
+     */
+    public int countMatches(final EReference pA, final EReference pB) {
+      return rawCountMatches(new Object[]{pA, pB});
+    }
+    
+    /**
+     * Executes the given processor on an arbitrarily chosen match of the pattern that conforms to the given fixed values of some parameters.
+     * Neither determinism nor randomness of selection is guaranteed.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @param processor the action that will process the selected match.
+     * @return true if the pattern has at least one match with the given parameter values, false if the processor was not invoked
+     * 
+     */
+    public boolean forOneArbitraryMatch(final EReference pA, final EReference pB, final Consumer<? super NonSymmetricOpposite.Match> processor) {
+      return rawForOneArbitraryMatch(new Object[]{pA, pB}, processor);
+    }
+    
+    /**
+     * Returns a new (partial) match.
+     * This can be used e.g. to call the matcher with a partial match.
+     * <p>The returned match will be immutable. Use {@link #newEmptyMatch()} to obtain a mutable match object.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @return the (partial) match object.
+     * 
+     */
+    public NonSymmetricOpposite.Match newMatch(final EReference pA, final EReference pB) {
+      return NonSymmetricOpposite.Match.newMatch(pA, pB);
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    protected Stream<EReference> rawStreamAllValuesOfa(final Object[] parameters) {
+      return rawStreamAllValues(POSITION_A, parameters).map(EReference.class::cast);
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Set<EReference> getAllValuesOfa() {
+      return rawStreamAllValuesOfa(emptyArray()).collect(Collectors.toSet());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Stream<EReference> streamAllValuesOfa() {
+      return rawStreamAllValuesOfa(emptyArray());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * </p>
+     * <strong>NOTE</strong>: It is important not to modify the source model while the stream is being processed.
+     * If the match set of the pattern changes during processing, the contents of the stream is <strong>undefined</strong>.
+     * In such cases, either rely on {@link #getAllMatches()} or collect the results of the stream in end-user code.
+     *      
+     * @return the Stream of all values or empty set if there are no matches
+     * 
+     */
+    public Stream<EReference> streamAllValuesOfa(final NonSymmetricOpposite.Match partialMatch) {
+      return rawStreamAllValuesOfa(partialMatch.toArray());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * </p>
+     * <strong>NOTE</strong>: It is important not to modify the source model while the stream is being processed.
+     * If the match set of the pattern changes during processing, the contents of the stream is <strong>undefined</strong>.
+     * In such cases, either rely on {@link #getAllMatches()} or collect the results of the stream in end-user code.
+     *      
+     * @return the Stream of all values or empty set if there are no matches
+     * 
+     */
+    public Stream<EReference> streamAllValuesOfa(final EReference pB) {
+      return rawStreamAllValuesOfa(new Object[]{null, pB});
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Set<EReference> getAllValuesOfa(final NonSymmetricOpposite.Match partialMatch) {
+      return rawStreamAllValuesOfa(partialMatch.toArray()).collect(Collectors.toSet());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Set<EReference> getAllValuesOfa(final EReference pB) {
+      return rawStreamAllValuesOfa(new Object[]{null, pB}).collect(Collectors.toSet());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for b.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    protected Stream<EReference> rawStreamAllValuesOfb(final Object[] parameters) {
+      return rawStreamAllValues(POSITION_B, parameters).map(EReference.class::cast);
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for b.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Set<EReference> getAllValuesOfb() {
+      return rawStreamAllValuesOfb(emptyArray()).collect(Collectors.toSet());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for b.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Stream<EReference> streamAllValuesOfb() {
+      return rawStreamAllValuesOfb(emptyArray());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for b.
+     * </p>
+     * <strong>NOTE</strong>: It is important not to modify the source model while the stream is being processed.
+     * If the match set of the pattern changes during processing, the contents of the stream is <strong>undefined</strong>.
+     * In such cases, either rely on {@link #getAllMatches()} or collect the results of the stream in end-user code.
+     *      
+     * @return the Stream of all values or empty set if there are no matches
+     * 
+     */
+    public Stream<EReference> streamAllValuesOfb(final NonSymmetricOpposite.Match partialMatch) {
+      return rawStreamAllValuesOfb(partialMatch.toArray());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for b.
+     * </p>
+     * <strong>NOTE</strong>: It is important not to modify the source model while the stream is being processed.
+     * If the match set of the pattern changes during processing, the contents of the stream is <strong>undefined</strong>.
+     * In such cases, either rely on {@link #getAllMatches()} or collect the results of the stream in end-user code.
+     *      
+     * @return the Stream of all values or empty set if there are no matches
+     * 
+     */
+    public Stream<EReference> streamAllValuesOfb(final EReference pA) {
+      return rawStreamAllValuesOfb(new Object[]{pA, null});
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for b.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Set<EReference> getAllValuesOfb(final NonSymmetricOpposite.Match partialMatch) {
+      return rawStreamAllValuesOfb(partialMatch.toArray()).collect(Collectors.toSet());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for b.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Set<EReference> getAllValuesOfb(final EReference pA) {
+      return rawStreamAllValuesOfb(new Object[]{pA, null}).collect(Collectors.toSet());
+    }
+    
+    @Override
+    protected NonSymmetricOpposite.Match tupleToMatch(final Tuple t) {
+      try {
+          return NonSymmetricOpposite.Match.newMatch((EReference) t.get(POSITION_A), (EReference) t.get(POSITION_B));
+      } catch(ClassCastException e) {
+          LOGGER.error("Element(s) in tuple not properly typed!",e);
+          return null;
+      }
+    }
+    
+    @Override
+    protected NonSymmetricOpposite.Match arrayToMatch(final Object[] match) {
+      try {
+          return NonSymmetricOpposite.Match.newMatch((EReference) match[POSITION_A], (EReference) match[POSITION_B]);
+      } catch(ClassCastException e) {
+          LOGGER.error("Element(s) in array not properly typed!",e);
+          return null;
+      }
+    }
+    
+    @Override
+    protected NonSymmetricOpposite.Match arrayToMatchMutable(final Object[] match) {
+      try {
+          return NonSymmetricOpposite.Match.newMutableMatch((EReference) match[POSITION_A], (EReference) match[POSITION_B]);
+      } catch(ClassCastException e) {
+          LOGGER.error("Element(s) in array not properly typed!",e);
+          return null;
+      }
+    }
+    
+    /**
+     * @return the singleton instance of the query specification of this pattern
+     * @throws ViatraQueryRuntimeException if the pattern definition could not be loaded
+     * 
+     */
+    public static IQuerySpecification<NonSymmetricOpposite.Matcher> querySpecification() {
+      return NonSymmetricOpposite.instance();
+    }
+  }
+  
+  private NonSymmetricOpposite() {
+    super(GeneratedPQuery.INSTANCE);
+  }
+  
+  /**
+   * @return the singleton instance of the query specification
+   * @throws ViatraQueryRuntimeException if the pattern definition could not be loaded
+   * 
+   */
+  public static NonSymmetricOpposite instance() {
+    try{
+        return LazyHolder.INSTANCE;
+    } catch (ExceptionInInitializerError err) {
+        throw processInitializerError(err);
+    }
+  }
+  
+  @Override
+  protected NonSymmetricOpposite.Matcher instantiate(final ViatraQueryEngine engine) {
+    return NonSymmetricOpposite.Matcher.on(engine);
+  }
+  
+  @Override
+  public NonSymmetricOpposite.Matcher instantiate() {
+    return NonSymmetricOpposite.Matcher.create();
+  }
+  
+  @Override
+  public NonSymmetricOpposite.Match newEmptyMatch() {
+    return NonSymmetricOpposite.Match.newEmptyMatch();
+  }
+  
+  @Override
+  public NonSymmetricOpposite.Match newMatch(final Object... parameters) {
+    return NonSymmetricOpposite.Match.newMatch((org.eclipse.emf.ecore.EReference) parameters[0], (org.eclipse.emf.ecore.EReference) parameters[1]);
+  }
+  
+  /**
+   * Inner class allowing the singleton instance of {@link JvmGenericType: queries.NonSymmetricOpposite (visibility: PUBLIC, simpleName: NonSymmetricOpposite, identifier: queries.NonSymmetricOpposite, deprecated: <unset>) (abstract: false, static: false, final: true, packageName: queries) (interface: false, strictFloatingPoint: false, anonymous: false)} to be created 
+   *     <b>not</b> at the class load time of the outer class, 
+   *     but rather at the first call to {@link JvmGenericType: queries.NonSymmetricOpposite (visibility: PUBLIC, simpleName: NonSymmetricOpposite, identifier: queries.NonSymmetricOpposite, deprecated: <unset>) (abstract: false, static: false, final: true, packageName: queries) (interface: false, strictFloatingPoint: false, anonymous: false)#instance()}.
+   * 
+   * <p> This workaround is required e.g. to support recursion.
+   * 
+   */
+  private static class LazyHolder {
+    private static final NonSymmetricOpposite INSTANCE = new NonSymmetricOpposite();
+    
+    /**
+     * Statically initializes the query specification <b>after</b> the field {@link #INSTANCE} is assigned.
+     * This initialization order is required to support indirect recursion.
+     * 
+     * <p> The static initializer is defined using a helper field to work around limitations of the code generator.
+     * 
+     */
+    private static final Object STATIC_INITIALIZER = ensureInitialized();
+    
+    public static Object ensureInitialized() {
+      INSTANCE.ensureInitializedInternal();
+      return null;
+    }
+  }
+  
+  private static class GeneratedPQuery extends BaseGeneratedEMFPQuery {
+    private static final NonSymmetricOpposite.GeneratedPQuery INSTANCE = new GeneratedPQuery();
+    
+    private final PParameter parameter_a = new PParameter("a", "org.eclipse.emf.ecore.EReference", new EClassTransitiveInstancesKey((EClass)getClassifierLiteralSafe("http://www.eclipse.org/emf/2002/Ecore", "EReference")), PParameterDirection.INOUT);
+    
+    private final PParameter parameter_b = new PParameter("b", "org.eclipse.emf.ecore.EReference", new EClassTransitiveInstancesKey((EClass)getClassifierLiteralSafe("http://www.eclipse.org/emf/2002/Ecore", "EReference")), PParameterDirection.INOUT);
+    
+    private final List<PParameter> parameters = Arrays.asList(parameter_a, parameter_b);
+    
+    private GeneratedPQuery() {
+      super(PVisibility.PUBLIC);
+    }
+    
+    @Override
+    public String getFullyQualifiedName() {
+      return "queries.nonSymmetricOpposite";
+    }
+    
+    @Override
+    public List<String> getParameterNames() {
+      return Arrays.asList("a","b");
+    }
+    
+    @Override
+    public List<PParameter> getParameters() {
+      return parameters;
+    }
+    
+    @Override
+    public Set<PBody> doGetContainedBodies() {
+      setEvaluationHints(new QueryEvaluationHint(null, QueryEvaluationHint.BackendRequirement.UNSPECIFIED));
+      Set<PBody> bodies = new LinkedHashSet<>();
+      {
+          PBody body = new PBody(this);
+          PVariable var_a = body.getOrCreateVariableByName("a");
+          PVariable var_b = body.getOrCreateVariableByName("b");
+          new TypeConstraint(body, Tuples.flatTupleOf(var_a), new EClassTransitiveInstancesKey((EClass)getClassifierLiteral("http://www.eclipse.org/emf/2002/Ecore", "EReference")));
+          new TypeConstraint(body, Tuples.flatTupleOf(var_b), new EClassTransitiveInstancesKey((EClass)getClassifierLiteral("http://www.eclipse.org/emf/2002/Ecore", "EReference")));
+          body.setSymbolicParameters(Arrays.<ExportedParameter>asList(
+             new ExportedParameter(body, var_a, parameter_a),
+             new ExportedParameter(body, var_b, parameter_b)
+          ));
+          //    find opposite(a,b)
+          new PositivePatternCall(body, Tuples.flatTupleOf(var_a, var_b), Opposite.instance().getInternalQueryRepresentation());
+          //    neg find opposite(b,a)
+          new NegativePatternCall(body, Tuples.flatTupleOf(var_b, var_a), Opposite.instance().getInternalQueryRepresentation());
+          bodies.add(body);
+      }
+      {
+          PAnnotation annotation = new PAnnotation("Constraint");
+          annotation.addAttribute("key", Arrays.asList(new Object[] {
+                              new ParameterReference("a")
+                              }));
+          annotation.addAttribute("severity", "error");
+          annotation.addAttribute("message", "error");
+          addAnnotation(annotation);
+      }
+      return bodies;
+    }
+  }
+}
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/src-gen/queries/Opposite.java b/Metrics/Metrics-Calculation/SocialNetwork_plugin/src-gen/queries/Opposite.java
new file mode 100644
index 00000000..8c501b8e
--- /dev/null
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/src-gen/queries/Opposite.java
@@ -0,0 +1,693 @@
+/**
+ * Generated from platform:/resource/SocialNetwork_plugin/queries/queries/Ecore.vql
+ */
+package queries;
+
+import java.util.Arrays;
+import java.util.Collection;
+import java.util.LinkedHashSet;
+import java.util.List;
+import java.util.Objects;
+import java.util.Optional;
+import java.util.Set;
+import java.util.function.Consumer;
+import java.util.stream.Collectors;
+import java.util.stream.Stream;
+import org.apache.log4j.Logger;
+import org.eclipse.emf.ecore.EClass;
+import org.eclipse.emf.ecore.EReference;
+import org.eclipse.viatra.query.runtime.api.IPatternMatch;
+import org.eclipse.viatra.query.runtime.api.IQuerySpecification;
+import org.eclipse.viatra.query.runtime.api.ViatraQueryEngine;
+import org.eclipse.viatra.query.runtime.api.impl.BaseGeneratedEMFPQuery;
+import org.eclipse.viatra.query.runtime.api.impl.BaseGeneratedEMFQuerySpecification;
+import org.eclipse.viatra.query.runtime.api.impl.BaseMatcher;
+import org.eclipse.viatra.query.runtime.api.impl.BasePatternMatch;
+import org.eclipse.viatra.query.runtime.emf.types.EClassTransitiveInstancesKey;
+import org.eclipse.viatra.query.runtime.emf.types.EStructuralFeatureInstancesKey;
+import org.eclipse.viatra.query.runtime.matchers.backend.QueryEvaluationHint;
+import org.eclipse.viatra.query.runtime.matchers.psystem.PBody;
+import org.eclipse.viatra.query.runtime.matchers.psystem.PVariable;
+import org.eclipse.viatra.query.runtime.matchers.psystem.basicdeferred.Equality;
+import org.eclipse.viatra.query.runtime.matchers.psystem.basicdeferred.ExportedParameter;
+import org.eclipse.viatra.query.runtime.matchers.psystem.basicenumerables.TypeConstraint;
+import org.eclipse.viatra.query.runtime.matchers.psystem.queries.PParameter;
+import org.eclipse.viatra.query.runtime.matchers.psystem.queries.PParameterDirection;
+import org.eclipse.viatra.query.runtime.matchers.psystem.queries.PVisibility;
+import org.eclipse.viatra.query.runtime.matchers.tuple.Tuple;
+import org.eclipse.viatra.query.runtime.matchers.tuple.Tuples;
+import org.eclipse.viatra.query.runtime.util.ViatraQueryLoggingUtil;
+
+/**
+ * A pattern-specific query specification that can instantiate Matcher in a type-safe way.
+ * 
+ * <p>Original source:
+ *         <code><pre>
+ *         pattern opposite(a:EReference, b: EReference) {
+ *              EReference.eOpposite(a,b);
+ *         }
+ * </pre></code>
+ * 
+ * @see Matcher
+ * @see Match
+ * 
+ */
+@SuppressWarnings("all")
+public final class Opposite extends BaseGeneratedEMFQuerySpecification<Opposite.Matcher> {
+  /**
+   * Pattern-specific match representation of the queries.opposite pattern,
+   * to be used in conjunction with {@link Matcher}.
+   * 
+   * <p>Class fields correspond to parameters of the pattern. Fields with value null are considered unassigned.
+   * Each instance is a (possibly partial) substitution of pattern parameters,
+   * usable to represent a match of the pattern in the result of a query,
+   * or to specify the bound (fixed) input parameters when issuing a query.
+   * 
+   * @see Matcher
+   * 
+   */
+  public static abstract class Match extends BasePatternMatch {
+    private EReference fA;
+    
+    private EReference fB;
+    
+    private static List<String> parameterNames = makeImmutableList("a", "b");
+    
+    private Match(final EReference pA, final EReference pB) {
+      this.fA = pA;
+      this.fB = pB;
+    }
+    
+    @Override
+    public Object get(final String parameterName) {
+      if ("a".equals(parameterName)) return this.fA;
+      if ("b".equals(parameterName)) return this.fB;
+      return null;
+    }
+    
+    public EReference getA() {
+      return this.fA;
+    }
+    
+    public EReference getB() {
+      return this.fB;
+    }
+    
+    @Override
+    public boolean set(final String parameterName, final Object newValue) {
+      if (!isMutable()) throw new java.lang.UnsupportedOperationException();
+      if ("a".equals(parameterName) ) {
+          this.fA = (EReference) newValue;
+          return true;
+      }
+      if ("b".equals(parameterName) ) {
+          this.fB = (EReference) newValue;
+          return true;
+      }
+      return false;
+    }
+    
+    public void setA(final EReference pA) {
+      if (!isMutable()) throw new java.lang.UnsupportedOperationException();
+      this.fA = pA;
+    }
+    
+    public void setB(final EReference pB) {
+      if (!isMutable()) throw new java.lang.UnsupportedOperationException();
+      this.fB = pB;
+    }
+    
+    @Override
+    public String patternName() {
+      return "queries.opposite";
+    }
+    
+    @Override
+    public List<String> parameterNames() {
+      return Opposite.Match.parameterNames;
+    }
+    
+    @Override
+    public Object[] toArray() {
+      return new Object[]{fA, fB};
+    }
+    
+    @Override
+    public Opposite.Match toImmutable() {
+      return isMutable() ? newMatch(fA, fB) : this;
+    }
+    
+    @Override
+    public String prettyPrint() {
+      StringBuilder result = new StringBuilder();
+      result.append("\"a\"=" + prettyPrintValue(fA) + ", ");
+      result.append("\"b\"=" + prettyPrintValue(fB));
+      return result.toString();
+    }
+    
+    @Override
+    public int hashCode() {
+      return Objects.hash(fA, fB);
+    }
+    
+    @Override
+    public boolean equals(final Object obj) {
+      if (this == obj)
+          return true;
+      if (obj == null) {
+          return false;
+      }
+      if ((obj instanceof Opposite.Match)) {
+          Opposite.Match other = (Opposite.Match) obj;
+          return Objects.equals(fA, other.fA) && Objects.equals(fB, other.fB);
+      } else {
+          // this should be infrequent
+          if (!(obj instanceof IPatternMatch)) {
+              return false;
+          }
+          IPatternMatch otherSig  = (IPatternMatch) obj;
+          return Objects.equals(specification(), otherSig.specification()) && Arrays.deepEquals(toArray(), otherSig.toArray());
+      }
+    }
+    
+    @Override
+    public Opposite specification() {
+      return Opposite.instance();
+    }
+    
+    /**
+     * Returns an empty, mutable match.
+     * Fields of the mutable match can be filled to create a partial match, usable as matcher input.
+     * 
+     * @return the empty match.
+     * 
+     */
+    public static Opposite.Match newEmptyMatch() {
+      return new Mutable(null, null);
+    }
+    
+    /**
+     * Returns a mutable (partial) match.
+     * Fields of the mutable match can be filled to create a partial match, usable as matcher input.
+     * 
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @return the new, mutable (partial) match object.
+     * 
+     */
+    public static Opposite.Match newMutableMatch(final EReference pA, final EReference pB) {
+      return new Mutable(pA, pB);
+    }
+    
+    /**
+     * Returns a new (partial) match.
+     * This can be used e.g. to call the matcher with a partial match.
+     * <p>The returned match will be immutable. Use {@link #newEmptyMatch()} to obtain a mutable match object.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @return the (partial) match object.
+     * 
+     */
+    public static Opposite.Match newMatch(final EReference pA, final EReference pB) {
+      return new Immutable(pA, pB);
+    }
+    
+    private static final class Mutable extends Opposite.Match {
+      Mutable(final EReference pA, final EReference pB) {
+        super(pA, pB);
+      }
+      
+      @Override
+      public boolean isMutable() {
+        return true;
+      }
+    }
+    
+    private static final class Immutable extends Opposite.Match {
+      Immutable(final EReference pA, final EReference pB) {
+        super(pA, pB);
+      }
+      
+      @Override
+      public boolean isMutable() {
+        return false;
+      }
+    }
+  }
+  
+  /**
+   * Generated pattern matcher API of the queries.opposite pattern,
+   * providing pattern-specific query methods.
+   * 
+   * <p>Use the pattern matcher on a given model via {@link #on(ViatraQueryEngine)},
+   * e.g. in conjunction with {@link ViatraQueryEngine#on(QueryScope)}.
+   * 
+   * <p>Matches of the pattern will be represented as {@link Match}.
+   * 
+   * <p>Original source:
+   * <code><pre>
+   * pattern opposite(a:EReference, b: EReference) {
+   *    EReference.eOpposite(a,b);
+   * }
+   * </pre></code>
+   * 
+   * @see Match
+   * @see Opposite
+   * 
+   */
+  public static class Matcher extends BaseMatcher<Opposite.Match> {
+    /**
+     * Initializes the pattern matcher within an existing VIATRA Query engine.
+     * If the pattern matcher is already constructed in the engine, only a light-weight reference is returned.
+     * 
+     * @param engine the existing VIATRA Query engine in which this matcher will be created.
+     * @throws ViatraQueryRuntimeException if an error occurs during pattern matcher creation
+     * 
+     */
+    public static Opposite.Matcher on(final ViatraQueryEngine engine) {
+      // check if matcher already exists
+      Matcher matcher = engine.getExistingMatcher(querySpecification());
+      if (matcher == null) {
+          matcher = (Matcher)engine.getMatcher(querySpecification());
+      }
+      return matcher;
+    }
+    
+    /**
+     * @throws ViatraQueryRuntimeException if an error occurs during pattern matcher creation
+     * @return an initialized matcher
+     * @noreference This method is for internal matcher initialization by the framework, do not call it manually.
+     * 
+     */
+    public static Opposite.Matcher create() {
+      return new Matcher();
+    }
+    
+    private static final int POSITION_A = 0;
+    
+    private static final int POSITION_B = 1;
+    
+    private static final Logger LOGGER = ViatraQueryLoggingUtil.getLogger(Opposite.Matcher.class);
+    
+    /**
+     * Initializes the pattern matcher within an existing VIATRA Query engine.
+     * If the pattern matcher is already constructed in the engine, only a light-weight reference is returned.
+     * 
+     * @param engine the existing VIATRA Query engine in which this matcher will be created.
+     * @throws ViatraQueryRuntimeException if an error occurs during pattern matcher creation
+     * 
+     */
+    private Matcher() {
+      super(querySpecification());
+    }
+    
+    /**
+     * Returns the set of all matches of the pattern that conform to the given fixed values of some parameters.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @return matches represented as a Match object.
+     * 
+     */
+    public Collection<Opposite.Match> getAllMatches(final EReference pA, final EReference pB) {
+      return rawStreamAllMatches(new Object[]{pA, pB}).collect(Collectors.toSet());
+    }
+    
+    /**
+     * Returns a stream of all matches of the pattern that conform to the given fixed values of some parameters.
+     * </p>
+     * <strong>NOTE</strong>: It is important not to modify the source model while the stream is being processed.
+     * If the match set of the pattern changes during processing, the contents of the stream is <strong>undefined</strong>.
+     * In such cases, either rely on {@link #getAllMatches()} or collect the results of the stream in end-user code.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @return a stream of matches represented as a Match object.
+     * 
+     */
+    public Stream<Opposite.Match> streamAllMatches(final EReference pA, final EReference pB) {
+      return rawStreamAllMatches(new Object[]{pA, pB});
+    }
+    
+    /**
+     * Returns an arbitrarily chosen match of the pattern that conforms to the given fixed values of some parameters.
+     * Neither determinism nor randomness of selection is guaranteed.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @return a match represented as a Match object, or null if no match is found.
+     * 
+     */
+    public Optional<Opposite.Match> getOneArbitraryMatch(final EReference pA, final EReference pB) {
+      return rawGetOneArbitraryMatch(new Object[]{pA, pB});
+    }
+    
+    /**
+     * Indicates whether the given combination of specified pattern parameters constitute a valid pattern match,
+     * under any possible substitution of the unspecified parameters (if any).
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @return true if the input is a valid (partial) match of the pattern.
+     * 
+     */
+    public boolean hasMatch(final EReference pA, final EReference pB) {
+      return rawHasMatch(new Object[]{pA, pB});
+    }
+    
+    /**
+     * Returns the number of all matches of the pattern that conform to the given fixed values of some parameters.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @return the number of pattern matches found.
+     * 
+     */
+    public int countMatches(final EReference pA, final EReference pB) {
+      return rawCountMatches(new Object[]{pA, pB});
+    }
+    
+    /**
+     * Executes the given processor on an arbitrarily chosen match of the pattern that conforms to the given fixed values of some parameters.
+     * Neither determinism nor randomness of selection is guaranteed.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @param processor the action that will process the selected match.
+     * @return true if the pattern has at least one match with the given parameter values, false if the processor was not invoked
+     * 
+     */
+    public boolean forOneArbitraryMatch(final EReference pA, final EReference pB, final Consumer<? super Opposite.Match> processor) {
+      return rawForOneArbitraryMatch(new Object[]{pA, pB}, processor);
+    }
+    
+    /**
+     * Returns a new (partial) match.
+     * This can be used e.g. to call the matcher with a partial match.
+     * <p>The returned match will be immutable. Use {@link #newEmptyMatch()} to obtain a mutable match object.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param pB the fixed value of pattern parameter b, or null if not bound.
+     * @return the (partial) match object.
+     * 
+     */
+    public Opposite.Match newMatch(final EReference pA, final EReference pB) {
+      return Opposite.Match.newMatch(pA, pB);
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    protected Stream<EReference> rawStreamAllValuesOfa(final Object[] parameters) {
+      return rawStreamAllValues(POSITION_A, parameters).map(EReference.class::cast);
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Set<EReference> getAllValuesOfa() {
+      return rawStreamAllValuesOfa(emptyArray()).collect(Collectors.toSet());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Stream<EReference> streamAllValuesOfa() {
+      return rawStreamAllValuesOfa(emptyArray());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * </p>
+     * <strong>NOTE</strong>: It is important not to modify the source model while the stream is being processed.
+     * If the match set of the pattern changes during processing, the contents of the stream is <strong>undefined</strong>.
+     * In such cases, either rely on {@link #getAllMatches()} or collect the results of the stream in end-user code.
+     *      
+     * @return the Stream of all values or empty set if there are no matches
+     * 
+     */
+    public Stream<EReference> streamAllValuesOfa(final Opposite.Match partialMatch) {
+      return rawStreamAllValuesOfa(partialMatch.toArray());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * </p>
+     * <strong>NOTE</strong>: It is important not to modify the source model while the stream is being processed.
+     * If the match set of the pattern changes during processing, the contents of the stream is <strong>undefined</strong>.
+     * In such cases, either rely on {@link #getAllMatches()} or collect the results of the stream in end-user code.
+     *      
+     * @return the Stream of all values or empty set if there are no matches
+     * 
+     */
+    public Stream<EReference> streamAllValuesOfa(final EReference pB) {
+      return rawStreamAllValuesOfa(new Object[]{null, pB});
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Set<EReference> getAllValuesOfa(final Opposite.Match partialMatch) {
+      return rawStreamAllValuesOfa(partialMatch.toArray()).collect(Collectors.toSet());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Set<EReference> getAllValuesOfa(final EReference pB) {
+      return rawStreamAllValuesOfa(new Object[]{null, pB}).collect(Collectors.toSet());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for b.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    protected Stream<EReference> rawStreamAllValuesOfb(final Object[] parameters) {
+      return rawStreamAllValues(POSITION_B, parameters).map(EReference.class::cast);
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for b.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Set<EReference> getAllValuesOfb() {
+      return rawStreamAllValuesOfb(emptyArray()).collect(Collectors.toSet());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for b.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Stream<EReference> streamAllValuesOfb() {
+      return rawStreamAllValuesOfb(emptyArray());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for b.
+     * </p>
+     * <strong>NOTE</strong>: It is important not to modify the source model while the stream is being processed.
+     * If the match set of the pattern changes during processing, the contents of the stream is <strong>undefined</strong>.
+     * In such cases, either rely on {@link #getAllMatches()} or collect the results of the stream in end-user code.
+     *      
+     * @return the Stream of all values or empty set if there are no matches
+     * 
+     */
+    public Stream<EReference> streamAllValuesOfb(final Opposite.Match partialMatch) {
+      return rawStreamAllValuesOfb(partialMatch.toArray());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for b.
+     * </p>
+     * <strong>NOTE</strong>: It is important not to modify the source model while the stream is being processed.
+     * If the match set of the pattern changes during processing, the contents of the stream is <strong>undefined</strong>.
+     * In such cases, either rely on {@link #getAllMatches()} or collect the results of the stream in end-user code.
+     *      
+     * @return the Stream of all values or empty set if there are no matches
+     * 
+     */
+    public Stream<EReference> streamAllValuesOfb(final EReference pA) {
+      return rawStreamAllValuesOfb(new Object[]{pA, null});
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for b.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Set<EReference> getAllValuesOfb(final Opposite.Match partialMatch) {
+      return rawStreamAllValuesOfb(partialMatch.toArray()).collect(Collectors.toSet());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for b.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Set<EReference> getAllValuesOfb(final EReference pA) {
+      return rawStreamAllValuesOfb(new Object[]{pA, null}).collect(Collectors.toSet());
+    }
+    
+    @Override
+    protected Opposite.Match tupleToMatch(final Tuple t) {
+      try {
+          return Opposite.Match.newMatch((EReference) t.get(POSITION_A), (EReference) t.get(POSITION_B));
+      } catch(ClassCastException e) {
+          LOGGER.error("Element(s) in tuple not properly typed!",e);
+          return null;
+      }
+    }
+    
+    @Override
+    protected Opposite.Match arrayToMatch(final Object[] match) {
+      try {
+          return Opposite.Match.newMatch((EReference) match[POSITION_A], (EReference) match[POSITION_B]);
+      } catch(ClassCastException e) {
+          LOGGER.error("Element(s) in array not properly typed!",e);
+          return null;
+      }
+    }
+    
+    @Override
+    protected Opposite.Match arrayToMatchMutable(final Object[] match) {
+      try {
+          return Opposite.Match.newMutableMatch((EReference) match[POSITION_A], (EReference) match[POSITION_B]);
+      } catch(ClassCastException e) {
+          LOGGER.error("Element(s) in array not properly typed!",e);
+          return null;
+      }
+    }
+    
+    /**
+     * @return the singleton instance of the query specification of this pattern
+     * @throws ViatraQueryRuntimeException if the pattern definition could not be loaded
+     * 
+     */
+    public static IQuerySpecification<Opposite.Matcher> querySpecification() {
+      return Opposite.instance();
+    }
+  }
+  
+  private Opposite() {
+    super(GeneratedPQuery.INSTANCE);
+  }
+  
+  /**
+   * @return the singleton instance of the query specification
+   * @throws ViatraQueryRuntimeException if the pattern definition could not be loaded
+   * 
+   */
+  public static Opposite instance() {
+    try{
+        return LazyHolder.INSTANCE;
+    } catch (ExceptionInInitializerError err) {
+        throw processInitializerError(err);
+    }
+  }
+  
+  @Override
+  protected Opposite.Matcher instantiate(final ViatraQueryEngine engine) {
+    return Opposite.Matcher.on(engine);
+  }
+  
+  @Override
+  public Opposite.Matcher instantiate() {
+    return Opposite.Matcher.create();
+  }
+  
+  @Override
+  public Opposite.Match newEmptyMatch() {
+    return Opposite.Match.newEmptyMatch();
+  }
+  
+  @Override
+  public Opposite.Match newMatch(final Object... parameters) {
+    return Opposite.Match.newMatch((org.eclipse.emf.ecore.EReference) parameters[0], (org.eclipse.emf.ecore.EReference) parameters[1]);
+  }
+  
+  /**
+   * Inner class allowing the singleton instance of {@link JvmGenericType: queries.Opposite (visibility: PUBLIC, simpleName: Opposite, identifier: queries.Opposite, deprecated: <unset>) (abstract: false, static: false, final: true, packageName: queries) (interface: false, strictFloatingPoint: false, anonymous: false)} to be created 
+   *     <b>not</b> at the class load time of the outer class, 
+   *     but rather at the first call to {@link JvmGenericType: queries.Opposite (visibility: PUBLIC, simpleName: Opposite, identifier: queries.Opposite, deprecated: <unset>) (abstract: false, static: false, final: true, packageName: queries) (interface: false, strictFloatingPoint: false, anonymous: false)#instance()}.
+   * 
+   * <p> This workaround is required e.g. to support recursion.
+   * 
+   */
+  private static class LazyHolder {
+    private static final Opposite INSTANCE = new Opposite();
+    
+    /**
+     * Statically initializes the query specification <b>after</b> the field {@link #INSTANCE} is assigned.
+     * This initialization order is required to support indirect recursion.
+     * 
+     * <p> The static initializer is defined using a helper field to work around limitations of the code generator.
+     * 
+     */
+    private static final Object STATIC_INITIALIZER = ensureInitialized();
+    
+    public static Object ensureInitialized() {
+      INSTANCE.ensureInitializedInternal();
+      return null;
+    }
+  }
+  
+  private static class GeneratedPQuery extends BaseGeneratedEMFPQuery {
+    private static final Opposite.GeneratedPQuery INSTANCE = new GeneratedPQuery();
+    
+    private final PParameter parameter_a = new PParameter("a", "org.eclipse.emf.ecore.EReference", new EClassTransitiveInstancesKey((EClass)getClassifierLiteralSafe("http://www.eclipse.org/emf/2002/Ecore", "EReference")), PParameterDirection.INOUT);
+    
+    private final PParameter parameter_b = new PParameter("b", "org.eclipse.emf.ecore.EReference", new EClassTransitiveInstancesKey((EClass)getClassifierLiteralSafe("http://www.eclipse.org/emf/2002/Ecore", "EReference")), PParameterDirection.INOUT);
+    
+    private final List<PParameter> parameters = Arrays.asList(parameter_a, parameter_b);
+    
+    private GeneratedPQuery() {
+      super(PVisibility.PUBLIC);
+    }
+    
+    @Override
+    public String getFullyQualifiedName() {
+      return "queries.opposite";
+    }
+    
+    @Override
+    public List<String> getParameterNames() {
+      return Arrays.asList("a","b");
+    }
+    
+    @Override
+    public List<PParameter> getParameters() {
+      return parameters;
+    }
+    
+    @Override
+    public Set<PBody> doGetContainedBodies() {
+      setEvaluationHints(new QueryEvaluationHint(null, QueryEvaluationHint.BackendRequirement.UNSPECIFIED));
+      Set<PBody> bodies = new LinkedHashSet<>();
+      {
+          PBody body = new PBody(this);
+          PVariable var_a = body.getOrCreateVariableByName("a");
+          PVariable var_b = body.getOrCreateVariableByName("b");
+          new TypeConstraint(body, Tuples.flatTupleOf(var_a), new EClassTransitiveInstancesKey((EClass)getClassifierLiteral("http://www.eclipse.org/emf/2002/Ecore", "EReference")));
+          new TypeConstraint(body, Tuples.flatTupleOf(var_b), new EClassTransitiveInstancesKey((EClass)getClassifierLiteral("http://www.eclipse.org/emf/2002/Ecore", "EReference")));
+          body.setSymbolicParameters(Arrays.<ExportedParameter>asList(
+             new ExportedParameter(body, var_a, parameter_a),
+             new ExportedParameter(body, var_b, parameter_b)
+          ));
+          //    EReference.eOpposite(a,b)
+          new TypeConstraint(body, Tuples.flatTupleOf(var_a), new EClassTransitiveInstancesKey((EClass)getClassifierLiteral("http://www.eclipse.org/emf/2002/Ecore", "EReference")));
+          PVariable var__virtual_0_ = body.getOrCreateVariableByName(".virtual{0}");
+          new TypeConstraint(body, Tuples.flatTupleOf(var_a, var__virtual_0_), new EStructuralFeatureInstancesKey(getFeatureLiteral("http://www.eclipse.org/emf/2002/Ecore", "EReference", "eOpposite")));
+          new TypeConstraint(body, Tuples.flatTupleOf(var__virtual_0_), new EClassTransitiveInstancesKey((EClass)getClassifierLiteral("http://www.eclipse.org/emf/2002/Ecore", "EReference")));
+          new Equality(body, var__virtual_0_, var_b);
+          bodies.add(body);
+      }
+      return bodies;
+    }
+  }
+}
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/src-gen/queries/OppositeDifferentClass.java b/Metrics/Metrics-Calculation/SocialNetwork_plugin/src-gen/queries/OppositeDifferentClass.java
new file mode 100644
index 00000000..05f3a312
--- /dev/null
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/src-gen/queries/OppositeDifferentClass.java
@@ -0,0 +1,577 @@
+/**
+ * Generated from platform:/resource/SocialNetwork_plugin/queries/queries/Ecore.vql
+ */
+package queries;
+
+import java.util.Arrays;
+import java.util.Collection;
+import java.util.LinkedHashSet;
+import java.util.List;
+import java.util.Objects;
+import java.util.Optional;
+import java.util.Set;
+import java.util.function.Consumer;
+import java.util.stream.Collectors;
+import java.util.stream.Stream;
+import org.apache.log4j.Logger;
+import org.eclipse.emf.ecore.EClass;
+import org.eclipse.emf.ecore.EReference;
+import org.eclipse.viatra.query.runtime.api.IPatternMatch;
+import org.eclipse.viatra.query.runtime.api.IQuerySpecification;
+import org.eclipse.viatra.query.runtime.api.ViatraQueryEngine;
+import org.eclipse.viatra.query.runtime.api.impl.BaseGeneratedEMFPQuery;
+import org.eclipse.viatra.query.runtime.api.impl.BaseGeneratedEMFQuerySpecification;
+import org.eclipse.viatra.query.runtime.api.impl.BaseMatcher;
+import org.eclipse.viatra.query.runtime.api.impl.BasePatternMatch;
+import org.eclipse.viatra.query.runtime.emf.types.EClassTransitiveInstancesKey;
+import org.eclipse.viatra.query.runtime.emf.types.EStructuralFeatureInstancesKey;
+import org.eclipse.viatra.query.runtime.matchers.backend.QueryEvaluationHint;
+import org.eclipse.viatra.query.runtime.matchers.psystem.PBody;
+import org.eclipse.viatra.query.runtime.matchers.psystem.PVariable;
+import org.eclipse.viatra.query.runtime.matchers.psystem.annotations.PAnnotation;
+import org.eclipse.viatra.query.runtime.matchers.psystem.annotations.ParameterReference;
+import org.eclipse.viatra.query.runtime.matchers.psystem.basicdeferred.Equality;
+import org.eclipse.viatra.query.runtime.matchers.psystem.basicdeferred.ExportedParameter;
+import org.eclipse.viatra.query.runtime.matchers.psystem.basicdeferred.Inequality;
+import org.eclipse.viatra.query.runtime.matchers.psystem.basicenumerables.TypeConstraint;
+import org.eclipse.viatra.query.runtime.matchers.psystem.queries.PParameter;
+import org.eclipse.viatra.query.runtime.matchers.psystem.queries.PParameterDirection;
+import org.eclipse.viatra.query.runtime.matchers.psystem.queries.PVisibility;
+import org.eclipse.viatra.query.runtime.matchers.tuple.Tuple;
+import org.eclipse.viatra.query.runtime.matchers.tuple.Tuples;
+import org.eclipse.viatra.query.runtime.util.ViatraQueryLoggingUtil;
+
+/**
+ * A pattern-specific query specification that can instantiate Matcher in a type-safe way.
+ * 
+ * <p>Original source:
+ *         <code><pre>
+ *         {@literal @}Constraint(key={a}, severity="error", message="error")
+ *         pattern oppositeDifferentClass(a:EReference) {
+ *              EReference.eOpposite(a,b);
+ *              EReference.eContainingClass(a,aContaining);
+ *              EReference.eType(b,bTarget);
+ *              aContaining != bTarget;
+ *         }
+ * </pre></code>
+ * 
+ * @see Matcher
+ * @see Match
+ * 
+ */
+@SuppressWarnings("all")
+public final class OppositeDifferentClass extends BaseGeneratedEMFQuerySpecification<OppositeDifferentClass.Matcher> {
+  /**
+   * Pattern-specific match representation of the queries.oppositeDifferentClass pattern,
+   * to be used in conjunction with {@link Matcher}.
+   * 
+   * <p>Class fields correspond to parameters of the pattern. Fields with value null are considered unassigned.
+   * Each instance is a (possibly partial) substitution of pattern parameters,
+   * usable to represent a match of the pattern in the result of a query,
+   * or to specify the bound (fixed) input parameters when issuing a query.
+   * 
+   * @see Matcher
+   * 
+   */
+  public static abstract class Match extends BasePatternMatch {
+    private EReference fA;
+    
+    private static List<String> parameterNames = makeImmutableList("a");
+    
+    private Match(final EReference pA) {
+      this.fA = pA;
+    }
+    
+    @Override
+    public Object get(final String parameterName) {
+      if ("a".equals(parameterName)) return this.fA;
+      return null;
+    }
+    
+    public EReference getA() {
+      return this.fA;
+    }
+    
+    @Override
+    public boolean set(final String parameterName, final Object newValue) {
+      if (!isMutable()) throw new java.lang.UnsupportedOperationException();
+      if ("a".equals(parameterName) ) {
+          this.fA = (EReference) newValue;
+          return true;
+      }
+      return false;
+    }
+    
+    public void setA(final EReference pA) {
+      if (!isMutable()) throw new java.lang.UnsupportedOperationException();
+      this.fA = pA;
+    }
+    
+    @Override
+    public String patternName() {
+      return "queries.oppositeDifferentClass";
+    }
+    
+    @Override
+    public List<String> parameterNames() {
+      return OppositeDifferentClass.Match.parameterNames;
+    }
+    
+    @Override
+    public Object[] toArray() {
+      return new Object[]{fA};
+    }
+    
+    @Override
+    public OppositeDifferentClass.Match toImmutable() {
+      return isMutable() ? newMatch(fA) : this;
+    }
+    
+    @Override
+    public String prettyPrint() {
+      StringBuilder result = new StringBuilder();
+      result.append("\"a\"=" + prettyPrintValue(fA));
+      return result.toString();
+    }
+    
+    @Override
+    public int hashCode() {
+      return Objects.hash(fA);
+    }
+    
+    @Override
+    public boolean equals(final Object obj) {
+      if (this == obj)
+          return true;
+      if (obj == null) {
+          return false;
+      }
+      if ((obj instanceof OppositeDifferentClass.Match)) {
+          OppositeDifferentClass.Match other = (OppositeDifferentClass.Match) obj;
+          return Objects.equals(fA, other.fA);
+      } else {
+          // this should be infrequent
+          if (!(obj instanceof IPatternMatch)) {
+              return false;
+          }
+          IPatternMatch otherSig  = (IPatternMatch) obj;
+          return Objects.equals(specification(), otherSig.specification()) && Arrays.deepEquals(toArray(), otherSig.toArray());
+      }
+    }
+    
+    @Override
+    public OppositeDifferentClass specification() {
+      return OppositeDifferentClass.instance();
+    }
+    
+    /**
+     * Returns an empty, mutable match.
+     * Fields of the mutable match can be filled to create a partial match, usable as matcher input.
+     * 
+     * @return the empty match.
+     * 
+     */
+    public static OppositeDifferentClass.Match newEmptyMatch() {
+      return new Mutable(null);
+    }
+    
+    /**
+     * Returns a mutable (partial) match.
+     * Fields of the mutable match can be filled to create a partial match, usable as matcher input.
+     * 
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @return the new, mutable (partial) match object.
+     * 
+     */
+    public static OppositeDifferentClass.Match newMutableMatch(final EReference pA) {
+      return new Mutable(pA);
+    }
+    
+    /**
+     * Returns a new (partial) match.
+     * This can be used e.g. to call the matcher with a partial match.
+     * <p>The returned match will be immutable. Use {@link #newEmptyMatch()} to obtain a mutable match object.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @return the (partial) match object.
+     * 
+     */
+    public static OppositeDifferentClass.Match newMatch(final EReference pA) {
+      return new Immutable(pA);
+    }
+    
+    private static final class Mutable extends OppositeDifferentClass.Match {
+      Mutable(final EReference pA) {
+        super(pA);
+      }
+      
+      @Override
+      public boolean isMutable() {
+        return true;
+      }
+    }
+    
+    private static final class Immutable extends OppositeDifferentClass.Match {
+      Immutable(final EReference pA) {
+        super(pA);
+      }
+      
+      @Override
+      public boolean isMutable() {
+        return false;
+      }
+    }
+  }
+  
+  /**
+   * Generated pattern matcher API of the queries.oppositeDifferentClass pattern,
+   * providing pattern-specific query methods.
+   * 
+   * <p>Use the pattern matcher on a given model via {@link #on(ViatraQueryEngine)},
+   * e.g. in conjunction with {@link ViatraQueryEngine#on(QueryScope)}.
+   * 
+   * <p>Matches of the pattern will be represented as {@link Match}.
+   * 
+   * <p>Original source:
+   * <code><pre>
+   * {@literal @}Constraint(key={a}, severity="error", message="error")
+   * pattern oppositeDifferentClass(a:EReference) {
+   *    EReference.eOpposite(a,b);
+   *    EReference.eContainingClass(a,aContaining);
+   *    EReference.eType(b,bTarget);
+   *    aContaining != bTarget;
+   * }
+   * </pre></code>
+   * 
+   * @see Match
+   * @see OppositeDifferentClass
+   * 
+   */
+  public static class Matcher extends BaseMatcher<OppositeDifferentClass.Match> {
+    /**
+     * Initializes the pattern matcher within an existing VIATRA Query engine.
+     * If the pattern matcher is already constructed in the engine, only a light-weight reference is returned.
+     * 
+     * @param engine the existing VIATRA Query engine in which this matcher will be created.
+     * @throws ViatraQueryRuntimeException if an error occurs during pattern matcher creation
+     * 
+     */
+    public static OppositeDifferentClass.Matcher on(final ViatraQueryEngine engine) {
+      // check if matcher already exists
+      Matcher matcher = engine.getExistingMatcher(querySpecification());
+      if (matcher == null) {
+          matcher = (Matcher)engine.getMatcher(querySpecification());
+      }
+      return matcher;
+    }
+    
+    /**
+     * @throws ViatraQueryRuntimeException if an error occurs during pattern matcher creation
+     * @return an initialized matcher
+     * @noreference This method is for internal matcher initialization by the framework, do not call it manually.
+     * 
+     */
+    public static OppositeDifferentClass.Matcher create() {
+      return new Matcher();
+    }
+    
+    private static final int POSITION_A = 0;
+    
+    private static final Logger LOGGER = ViatraQueryLoggingUtil.getLogger(OppositeDifferentClass.Matcher.class);
+    
+    /**
+     * Initializes the pattern matcher within an existing VIATRA Query engine.
+     * If the pattern matcher is already constructed in the engine, only a light-weight reference is returned.
+     * 
+     * @param engine the existing VIATRA Query engine in which this matcher will be created.
+     * @throws ViatraQueryRuntimeException if an error occurs during pattern matcher creation
+     * 
+     */
+    private Matcher() {
+      super(querySpecification());
+    }
+    
+    /**
+     * Returns the set of all matches of the pattern that conform to the given fixed values of some parameters.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @return matches represented as a Match object.
+     * 
+     */
+    public Collection<OppositeDifferentClass.Match> getAllMatches(final EReference pA) {
+      return rawStreamAllMatches(new Object[]{pA}).collect(Collectors.toSet());
+    }
+    
+    /**
+     * Returns a stream of all matches of the pattern that conform to the given fixed values of some parameters.
+     * </p>
+     * <strong>NOTE</strong>: It is important not to modify the source model while the stream is being processed.
+     * If the match set of the pattern changes during processing, the contents of the stream is <strong>undefined</strong>.
+     * In such cases, either rely on {@link #getAllMatches()} or collect the results of the stream in end-user code.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @return a stream of matches represented as a Match object.
+     * 
+     */
+    public Stream<OppositeDifferentClass.Match> streamAllMatches(final EReference pA) {
+      return rawStreamAllMatches(new Object[]{pA});
+    }
+    
+    /**
+     * Returns an arbitrarily chosen match of the pattern that conforms to the given fixed values of some parameters.
+     * Neither determinism nor randomness of selection is guaranteed.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @return a match represented as a Match object, or null if no match is found.
+     * 
+     */
+    public Optional<OppositeDifferentClass.Match> getOneArbitraryMatch(final EReference pA) {
+      return rawGetOneArbitraryMatch(new Object[]{pA});
+    }
+    
+    /**
+     * Indicates whether the given combination of specified pattern parameters constitute a valid pattern match,
+     * under any possible substitution of the unspecified parameters (if any).
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @return true if the input is a valid (partial) match of the pattern.
+     * 
+     */
+    public boolean hasMatch(final EReference pA) {
+      return rawHasMatch(new Object[]{pA});
+    }
+    
+    /**
+     * Returns the number of all matches of the pattern that conform to the given fixed values of some parameters.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @return the number of pattern matches found.
+     * 
+     */
+    public int countMatches(final EReference pA) {
+      return rawCountMatches(new Object[]{pA});
+    }
+    
+    /**
+     * Executes the given processor on an arbitrarily chosen match of the pattern that conforms to the given fixed values of some parameters.
+     * Neither determinism nor randomness of selection is guaranteed.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @param processor the action that will process the selected match.
+     * @return true if the pattern has at least one match with the given parameter values, false if the processor was not invoked
+     * 
+     */
+    public boolean forOneArbitraryMatch(final EReference pA, final Consumer<? super OppositeDifferentClass.Match> processor) {
+      return rawForOneArbitraryMatch(new Object[]{pA}, processor);
+    }
+    
+    /**
+     * Returns a new (partial) match.
+     * This can be used e.g. to call the matcher with a partial match.
+     * <p>The returned match will be immutable. Use {@link #newEmptyMatch()} to obtain a mutable match object.
+     * @param pA the fixed value of pattern parameter a, or null if not bound.
+     * @return the (partial) match object.
+     * 
+     */
+    public OppositeDifferentClass.Match newMatch(final EReference pA) {
+      return OppositeDifferentClass.Match.newMatch(pA);
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    protected Stream<EReference> rawStreamAllValuesOfa(final Object[] parameters) {
+      return rawStreamAllValues(POSITION_A, parameters).map(EReference.class::cast);
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Set<EReference> getAllValuesOfa() {
+      return rawStreamAllValuesOfa(emptyArray()).collect(Collectors.toSet());
+    }
+    
+    /**
+     * Retrieve the set of values that occur in matches for a.
+     * @return the Set of all values or empty set if there are no matches
+     * 
+     */
+    public Stream<EReference> streamAllValuesOfa() {
+      return rawStreamAllValuesOfa(emptyArray());
+    }
+    
+    @Override
+    protected OppositeDifferentClass.Match tupleToMatch(final Tuple t) {
+      try {
+          return OppositeDifferentClass.Match.newMatch((EReference) t.get(POSITION_A));
+      } catch(ClassCastException e) {
+          LOGGER.error("Element(s) in tuple not properly typed!",e);
+          return null;
+      }
+    }
+    
+    @Override
+    protected OppositeDifferentClass.Match arrayToMatch(final Object[] match) {
+      try {
+          return OppositeDifferentClass.Match.newMatch((EReference) match[POSITION_A]);
+      } catch(ClassCastException e) {
+          LOGGER.error("Element(s) in array not properly typed!",e);
+          return null;
+      }
+    }
+    
+    @Override
+    protected OppositeDifferentClass.Match arrayToMatchMutable(final Object[] match) {
+      try {
+          return OppositeDifferentClass.Match.newMutableMatch((EReference) match[POSITION_A]);
+      } catch(ClassCastException e) {
+          LOGGER.error("Element(s) in array not properly typed!",e);
+          return null;
+      }
+    }
+    
+    /**
+     * @return the singleton instance of the query specification of this pattern
+     * @throws ViatraQueryRuntimeException if the pattern definition could not be loaded
+     * 
+     */
+    public static IQuerySpecification<OppositeDifferentClass.Matcher> querySpecification() {
+      return OppositeDifferentClass.instance();
+    }
+  }
+  
+  private OppositeDifferentClass() {
+    super(GeneratedPQuery.INSTANCE);
+  }
+  
+  /**
+   * @return the singleton instance of the query specification
+   * @throws ViatraQueryRuntimeException if the pattern definition could not be loaded
+   * 
+   */
+  public static OppositeDifferentClass instance() {
+    try{
+        return LazyHolder.INSTANCE;
+    } catch (ExceptionInInitializerError err) {
+        throw processInitializerError(err);
+    }
+  }
+  
+  @Override
+  protected OppositeDifferentClass.Matcher instantiate(final ViatraQueryEngine engine) {
+    return OppositeDifferentClass.Matcher.on(engine);
+  }
+  
+  @Override
+  public OppositeDifferentClass.Matcher instantiate() {
+    return OppositeDifferentClass.Matcher.create();
+  }
+  
+  @Override
+  public OppositeDifferentClass.Match newEmptyMatch() {
+    return OppositeDifferentClass.Match.newEmptyMatch();
+  }
+  
+  @Override
+  public OppositeDifferentClass.Match newMatch(final Object... parameters) {
+    return OppositeDifferentClass.Match.newMatch((org.eclipse.emf.ecore.EReference) parameters[0]);
+  }
+  
+  /**
+   * Inner class allowing the singleton instance of {@link JvmGenericType: queries.OppositeDifferentClass (visibility: PUBLIC, simpleName: OppositeDifferentClass, identifier: queries.OppositeDifferentClass, deprecated: <unset>) (abstract: false, static: false, final: true, packageName: queries) (interface: false, strictFloatingPoint: false, anonymous: false)} to be created 
+   *     <b>not</b> at the class load time of the outer class, 
+   *     but rather at the first call to {@link JvmGenericType: queries.OppositeDifferentClass (visibility: PUBLIC, simpleName: OppositeDifferentClass, identifier: queries.OppositeDifferentClass, deprecated: <unset>) (abstract: false, static: false, final: true, packageName: queries) (interface: false, strictFloatingPoint: false, anonymous: false)#instance()}.
+   * 
+   * <p> This workaround is required e.g. to support recursion.
+   * 
+   */
+  private static class LazyHolder {
+    private static final OppositeDifferentClass INSTANCE = new OppositeDifferentClass();
+    
+    /**
+     * Statically initializes the query specification <b>after</b> the field {@link #INSTANCE} is assigned.
+     * This initialization order is required to support indirect recursion.
+     * 
+     * <p> The static initializer is defined using a helper field to work around limitations of the code generator.
+     * 
+     */
+    private static final Object STATIC_INITIALIZER = ensureInitialized();
+    
+    public static Object ensureInitialized() {
+      INSTANCE.ensureInitializedInternal();
+      return null;
+    }
+  }
+  
+  private static class GeneratedPQuery extends BaseGeneratedEMFPQuery {
+    private static final OppositeDifferentClass.GeneratedPQuery INSTANCE = new GeneratedPQuery();
+    
+    private final PParameter parameter_a = new PParameter("a", "org.eclipse.emf.ecore.EReference", new EClassTransitiveInstancesKey((EClass)getClassifierLiteralSafe("http://www.eclipse.org/emf/2002/Ecore", "EReference")), PParameterDirection.INOUT);
+    
+    private final List<PParameter> parameters = Arrays.asList(parameter_a);
+    
+    private GeneratedPQuery() {
+      super(PVisibility.PUBLIC);
+    }
+    
+    @Override
+    public String getFullyQualifiedName() {
+      return "queries.oppositeDifferentClass";
+    }
+    
+    @Override
+    public List<String> getParameterNames() {
+      return Arrays.asList("a");
+    }
+    
+    @Override
+    public List<PParameter> getParameters() {
+      return parameters;
+    }
+    
+    @Override
+    public Set<PBody> doGetContainedBodies() {
+      setEvaluationHints(new QueryEvaluationHint(null, QueryEvaluationHint.BackendRequirement.UNSPECIFIED));
+      Set<PBody> bodies = new LinkedHashSet<>();
+      {
+          PBody body = new PBody(this);
+          PVariable var_a = body.getOrCreateVariableByName("a");
+          PVariable var_b = body.getOrCreateVariableByName("b");
+          PVariable var_aContaining = body.getOrCreateVariableByName("aContaining");
+          PVariable var_bTarget = body.getOrCreateVariableByName("bTarget");
+          new TypeConstraint(body, Tuples.flatTupleOf(var_a), new EClassTransitiveInstancesKey((EClass)getClassifierLiteral("http://www.eclipse.org/emf/2002/Ecore", "EReference")));
+          body.setSymbolicParameters(Arrays.<ExportedParameter>asList(
+             new ExportedParameter(body, var_a, parameter_a)
+          ));
+          //    EReference.eOpposite(a,b)
+          new TypeConstraint(body, Tuples.flatTupleOf(var_a), new EClassTransitiveInstancesKey((EClass)getClassifierLiteral("http://www.eclipse.org/emf/2002/Ecore", "EReference")));
+          PVariable var__virtual_0_ = body.getOrCreateVariableByName(".virtual{0}");
+          new TypeConstraint(body, Tuples.flatTupleOf(var_a, var__virtual_0_), new EStructuralFeatureInstancesKey(getFeatureLiteral("http://www.eclipse.org/emf/2002/Ecore", "EReference", "eOpposite")));
+          new TypeConstraint(body, Tuples.flatTupleOf(var__virtual_0_), new EClassTransitiveInstancesKey((EClass)getClassifierLiteral("http://www.eclipse.org/emf/2002/Ecore", "EReference")));
+          new Equality(body, var__virtual_0_, var_b);
+          //    EReference.eContainingClass(a,aContaining)
+          new TypeConstraint(body, Tuples.flatTupleOf(var_a), new EClassTransitiveInstancesKey((EClass)getClassifierLiteral("http://www.eclipse.org/emf/2002/Ecore", "EReference")));
+          PVariable var__virtual_1_ = body.getOrCreateVariableByName(".virtual{1}");
+          new TypeConstraint(body, Tuples.flatTupleOf(var_a, var__virtual_1_), new EStructuralFeatureInstancesKey(getFeatureLiteral("http://www.eclipse.org/emf/2002/Ecore", "EStructuralFeature", "eContainingClass")));
+          new TypeConstraint(body, Tuples.flatTupleOf(var__virtual_1_), new EClassTransitiveInstancesKey((EClass)getClassifierLiteral("http://www.eclipse.org/emf/2002/Ecore", "EClass")));
+          new Equality(body, var__virtual_1_, var_aContaining);
+          //    EReference.eType(b,bTarget)
+          new TypeConstraint(body, Tuples.flatTupleOf(var_b), new EClassTransitiveInstancesKey((EClass)getClassifierLiteral("http://www.eclipse.org/emf/2002/Ecore", "EReference")));
+          PVariable var__virtual_2_ = body.getOrCreateVariableByName(".virtual{2}");
+          new TypeConstraint(body, Tuples.flatTupleOf(var_b, var__virtual_2_), new EStructuralFeatureInstancesKey(getFeatureLiteral("http://www.eclipse.org/emf/2002/Ecore", "ETypedElement", "eType")));
+          new TypeConstraint(body, Tuples.flatTupleOf(var__virtual_2_), new EClassTransitiveInstancesKey((EClass)getClassifierLiteral("http://www.eclipse.org/emf/2002/Ecore", "EClassifier")));
+          new Equality(body, var__virtual_2_, var_bTarget);
+          //    aContaining != bTarget
+          new Inequality(body, var_aContaining, var_bTarget);
+          bodies.add(body);
+      }
+      {
+          PAnnotation annotation = new PAnnotation("Constraint");
+          annotation.addAttribute("key", Arrays.asList(new Object[] {
+                              new ParameterReference("a")
+                              }));
+          annotation.addAttribute("severity", "error");
+          annotation.addAttribute("message", "error");
+          addAnnotation(annotation);
+      }
+      return bodies;
+    }
+  }
+}
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/src/ca/mcgill/ecse/socialnetwork/runner/Main.java b/Metrics/Metrics-Calculation/SocialNetwork_plugin/src/ca/mcgill/ecse/socialnetwork/runner/Main.java
index 9b426200..383852f1 100644
--- a/Metrics/Metrics-Calculation/SocialNetwork_plugin/src/ca/mcgill/ecse/socialnetwork/runner/Main.java
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/src/ca/mcgill/ecse/socialnetwork/runner/Main.java
@@ -5,6 +5,7 @@ import java.io.FileNotFoundException;
 import java.io.PrintStream;
 import java.util.ArrayList;
 import java.util.Map;
+import java.util.Scanner;
 
 import ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator.app.Domain;
 import ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator.distance.KSDistance;
@@ -28,13 +29,13 @@ public class Main {
         private static String configFolder = "yakinduum/config22/";
         private static String configFileName = configFolder + "info_old_metric.csv";
         private static String aggregateViolationMeasureFileName = configFolder + "aggregateInfo.csv";
-        private static String fileReadFolder = "output/Viatra_100/";
+        private static String fileReadFolder = "output/Ecore_100/";
         
         public static void main(String args[]) {
-                
-                
+                String ecoreFile = args[0];
+                System.out.println("Generation Started");
                 long begin = System.currentTimeMillis();
-                String message = runWithPath("ecore.vsconfig");
+                String message = runWithPath(ecoreFile);
                 long elapsed = System.currentTimeMillis() - begin;
 
                 if(message != null) {
@@ -147,7 +148,7 @@ public class Main {
                 ArrayList<String> output = new ArrayList<String>();
                 GraphReader reader = new GraphReader(YakindummPackage.eINSTANCE, ".xmi");
                 EMFGraph graph = reader.readModel(fileReadFolder+"/run"+run, run + "_1.xmi");
-                MetricSampleGroup metrics = RepMetricsReader.read(Domain.Yakinduum);
+                MetricSampleGroup metrics = RepMetricsReader.read(Domain.Yakindumm);
                 //KS distance
                 KSDistance ks = new KSDistance(metrics);
                 
diff --git a/Metrics/Metrics-Calculation/SocialNetwork_plugin/yakinduGeneration.vsconfig b/Metrics/Metrics-Calculation/SocialNetwork_plugin/yakinduGeneration.vsconfig
index d2414e87..4ce9da27 100644
--- a/Metrics/Metrics-Calculation/SocialNetwork_plugin/yakinduGeneration.vsconfig
+++ b/Metrics/Metrics-Calculation/SocialNetwork_plugin/yakinduGeneration.vsconfig
@@ -9,13 +9,17 @@ generate {
         solver = ViatraSolver
         
         scope = {
-                #node = 1
+                #node = 98
         }
         
         number = 1
         runs = 1
         config = {
-                log-level = none
+                log-level = none,
+                "optional-wf" = "true",
+                "realistic-guidance" = "Composite",
+                "allow-must-violations" = "true",
+                "domain" = "Yakindumm"
         }
         
         debug = "debug"
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/.classpath b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/.classpath
index 006b2686..c5fe8c25 100644
--- a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/.classpath
+++ b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/.classpath
@@ -4,6 +4,7 @@
         <classpathentry kind="con" path="org.eclipse.pde.core.requiredPlugins"/>
         <classpathentry kind="src" path="src"/>
         <classpathentry kind="src" path="xtend-gen"/>
+        <classpathentry kind="src" path="constraints"/>
         <classpathentry kind="lib" path="C:/Users/chenp/eclipse-workspace/VIATRA-Generator/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/lib/commons-math3-3.6.1.jar"/>
         <classpathentry kind="lib" path="C:/Users/chenp/eclipse-workspace/VIATRA-Generator/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/lib/commons-math3-3.6.1-javadoc.jar"/>
         <classpathentry kind="lib" path="C:/Users/chenp/eclipse-workspace/VIATRA-Generator/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/lib/weka.jar"/>
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/META-INF/MANIFEST.MF b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/META-INF/MANIFEST.MF
index febd4757..138f034a 100644
--- a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/META-INF/MANIFEST.MF
+++ b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/META-INF/MANIFEST.MF
@@ -14,7 +14,11 @@ Require-Bundle: com.google.guava,
  hu.bme.mit.inf.dslreasoner.viatra2logic;bundle-version="1.0.0",
  hu.bme.mit.inf.dslreasoner.domains.yakindu.sgraph;bundle-version="1.0.0",
  hu.bme.mit.inf.dslreasoner.viatrasolver.partialinterpretationlanguage;bundle-version="1.0.0",
- org.eclipse.viatra.dse;bundle-version="0.21.2"
+ org.eclipse.viatra.dse;bundle-version="0.21.2",
+ org.eclipse.viatra.query.runtime.rete;bundle-version="2.1.2",
+ org.eclipse.viatra.addon.validation.core;bundle-version="2.1.2",
+ org.eclipse.collections;bundle-version="9.2.0",
+ org.eclipse.viatra.query.runtime.localsearch;bundle-version="2.1.2"
 Export-Package: ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator.app,
  ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator.distance,
  ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator.graph,
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/ChoiceHasNoIncomingConstraint0.java b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/ChoiceHasNoIncomingConstraint0.java
new file mode 100644
index 00000000..dbc51a5e
--- /dev/null
+++ b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/ChoiceHasNoIncomingConstraint0.java
@@ -0,0 +1,79 @@
+/**
+Generated from platform:/resource/hu.bme.mit.inf.dslreasoner.domains.yakindu.sgraph/queries/hu/bme/mit/inf/dslreasoner/partialsnapshot_mavo/yakindu/patterns.vql
+*/
+package constraints.yakindumm;
+
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.Arrays;
+
+import org.eclipse.viatra.addon.validation.core.api.Severity;
+import org.eclipse.viatra.addon.validation.core.api.IConstraintSpecification;
+import org.eclipse.viatra.query.runtime.api.IPatternMatch;
+import org.eclipse.viatra.query.runtime.api.IQuerySpecification;
+import org.eclipse.viatra.query.runtime.api.ViatraQueryMatcher;
+
+import hu.bme.mit.inf.dslreasoner.partialsnapshot_mavo.yakindu.ChoiceHasNoIncoming;
+
+public class ChoiceHasNoIncomingConstraint0 implements IConstraintSpecification {
+
+    private ChoiceHasNoIncoming querySpecification;
+
+    public ChoiceHasNoIncomingConstraint0() {
+        querySpecification = ChoiceHasNoIncoming.instance();
+    }
+
+    @Override
+    public String getMessageFormat() {
+        return "error";
+    }
+
+
+    @Override
+    public Map<String,Object> getKeyObjects(IPatternMatch signature) {
+        Map<String,Object> map = new HashMap<>();
+        map.put("c",signature.get("c"));
+        return map;
+    }
+
+    @Override
+    public List<String> getKeyNames() {
+        List<String> keyNames = Arrays.asList(
+            "c"
+        );
+        return keyNames;
+    }
+
+    @Override
+    public List<String> getPropertyNames() {
+        List<String> propertyNames = Arrays.asList(
+        );
+        return propertyNames;
+    }
+
+    @Override
+    public Set<List<String>> getSymmetricPropertyNames() {
+        Set<List<String>> symmetricPropertyNamesSet = new HashSet<>();
+        return symmetricPropertyNamesSet;
+    }
+
+    @Override
+    public Set<List<String>> getSymmetricKeyNames() {
+        Set<List<String>> symmetricKeyNamesSet = new HashSet<>();
+        return symmetricKeyNamesSet;
+    }
+
+    @Override
+    public Severity getSeverity() {
+        return Severity.ERROR;
+    }
+
+    @Override
+    public IQuerySpecification<? extends ViatraQueryMatcher<? extends IPatternMatch>> getQuerySpecification() {
+        return querySpecification;
+    }
+
+}
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/ChoiceHasNoOutgoingConstraint0.java b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/ChoiceHasNoOutgoingConstraint0.java
new file mode 100644
index 00000000..bdddd5b5
--- /dev/null
+++ b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/ChoiceHasNoOutgoingConstraint0.java
@@ -0,0 +1,79 @@
+/**
+Generated from platform:/resource/hu.bme.mit.inf.dslreasoner.domains.yakindu.sgraph/queries/hu/bme/mit/inf/dslreasoner/partialsnapshot_mavo/yakindu/patterns.vql
+*/
+package constraints.yakindumm;
+
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.Arrays;
+
+import org.eclipse.viatra.addon.validation.core.api.Severity;
+import org.eclipse.viatra.addon.validation.core.api.IConstraintSpecification;
+import org.eclipse.viatra.query.runtime.api.IPatternMatch;
+import org.eclipse.viatra.query.runtime.api.IQuerySpecification;
+import org.eclipse.viatra.query.runtime.api.ViatraQueryMatcher;
+
+import hu.bme.mit.inf.dslreasoner.partialsnapshot_mavo.yakindu.ChoiceHasNoOutgoing;
+
+public class ChoiceHasNoOutgoingConstraint0 implements IConstraintSpecification {
+
+    private ChoiceHasNoOutgoing querySpecification;
+
+    public ChoiceHasNoOutgoingConstraint0() {
+        querySpecification = ChoiceHasNoOutgoing.instance();
+    }
+
+    @Override
+    public String getMessageFormat() {
+        return "error";
+    }
+
+
+    @Override
+    public Map<String,Object> getKeyObjects(IPatternMatch signature) {
+        Map<String,Object> map = new HashMap<>();
+        map.put("c",signature.get("c"));
+        return map;
+    }
+
+    @Override
+    public List<String> getKeyNames() {
+        List<String> keyNames = Arrays.asList(
+            "c"
+        );
+        return keyNames;
+    }
+
+    @Override
+    public List<String> getPropertyNames() {
+        List<String> propertyNames = Arrays.asList(
+        );
+        return propertyNames;
+    }
+
+    @Override
+    public Set<List<String>> getSymmetricPropertyNames() {
+        Set<List<String>> symmetricPropertyNamesSet = new HashSet<>();
+        return symmetricPropertyNamesSet;
+    }
+
+    @Override
+    public Set<List<String>> getSymmetricKeyNames() {
+        Set<List<String>> symmetricKeyNamesSet = new HashSet<>();
+        return symmetricKeyNamesSet;
+    }
+
+    @Override
+    public Severity getSeverity() {
+        return Severity.ERROR;
+    }
+
+    @Override
+    public IQuerySpecification<? extends ViatraQueryMatcher<? extends IPatternMatch>> getQuerySpecification() {
+        return querySpecification;
+    }
+
+}
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/IncomingToEntryConstraint0.java b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/IncomingToEntryConstraint0.java
new file mode 100644
index 00000000..b49d9474
--- /dev/null
+++ b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/IncomingToEntryConstraint0.java
@@ -0,0 +1,80 @@
+/**
+Generated from platform:/resource/hu.bme.mit.inf.dslreasoner.domains.yakindu.sgraph/queries/hu/bme/mit/inf/dslreasoner/partialsnapshot_mavo/yakindu/patterns.vql
+*/
+package constraints.yakindumm;
+
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.Arrays;
+
+import org.eclipse.viatra.addon.validation.core.api.Severity;
+import org.eclipse.viatra.addon.validation.core.api.IConstraintSpecification;
+import org.eclipse.viatra.query.runtime.api.IPatternMatch;
+import org.eclipse.viatra.query.runtime.api.IQuerySpecification;
+import org.eclipse.viatra.query.runtime.api.ViatraQueryMatcher;
+
+import hu.bme.mit.inf.dslreasoner.partialsnapshot_mavo.yakindu.IncomingToEntry;
+
+public class IncomingToEntryConstraint0 implements IConstraintSpecification {
+
+    private IncomingToEntry querySpecification;
+
+    public IncomingToEntryConstraint0() {
+        querySpecification = IncomingToEntry.instance();
+    }
+
+    @Override
+    public String getMessageFormat() {
+        return "error";
+    }
+
+
+    @Override
+    public Map<String,Object> getKeyObjects(IPatternMatch signature) {
+        Map<String,Object> map = new HashMap<>();
+        map.put("e",signature.get("e"));
+        return map;
+    }
+
+    @Override
+    public List<String> getKeyNames() {
+        List<String> keyNames = Arrays.asList(
+            "e"
+        );
+        return keyNames;
+    }
+
+    @Override
+    public List<String> getPropertyNames() {
+        List<String> propertyNames = Arrays.asList(
+            "t"
+        );
+        return propertyNames;
+    }
+
+    @Override
+    public Set<List<String>> getSymmetricPropertyNames() {
+        Set<List<String>> symmetricPropertyNamesSet = new HashSet<>();
+        return symmetricPropertyNamesSet;
+    }
+
+    @Override
+    public Set<List<String>> getSymmetricKeyNames() {
+        Set<List<String>> symmetricKeyNamesSet = new HashSet<>();
+        return symmetricKeyNamesSet;
+    }
+
+    @Override
+    public Severity getSeverity() {
+        return Severity.ERROR;
+    }
+
+    @Override
+    public IQuerySpecification<? extends ViatraQueryMatcher<? extends IPatternMatch>> getQuerySpecification() {
+        return querySpecification;
+    }
+
+}
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/MultipleEntryInRegionConstraint0.java b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/MultipleEntryInRegionConstraint0.java
new file mode 100644
index 00000000..535e7eee
--- /dev/null
+++ b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/MultipleEntryInRegionConstraint0.java
@@ -0,0 +1,79 @@
+/**
+Generated from platform:/resource/hu.bme.mit.inf.dslreasoner.domains.yakindu.sgraph/queries/hu/bme/mit/inf/dslreasoner/partialsnapshot_mavo/yakindu/patterns.vql
+*/
+package constraints.yakindumm;
+
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.Arrays;
+
+import org.eclipse.viatra.addon.validation.core.api.Severity;
+import org.eclipse.viatra.addon.validation.core.api.IConstraintSpecification;
+import org.eclipse.viatra.query.runtime.api.IPatternMatch;
+import org.eclipse.viatra.query.runtime.api.IQuerySpecification;
+import org.eclipse.viatra.query.runtime.api.ViatraQueryMatcher;
+
+import hu.bme.mit.inf.dslreasoner.partialsnapshot_mavo.yakindu.MultipleEntryInRegion;
+
+public class MultipleEntryInRegionConstraint0 implements IConstraintSpecification {
+
+    private MultipleEntryInRegion querySpecification;
+
+    public MultipleEntryInRegionConstraint0() {
+        querySpecification = MultipleEntryInRegion.instance();
+    }
+
+    @Override
+    public String getMessageFormat() {
+        return "error";
+    }
+
+
+    @Override
+    public Map<String,Object> getKeyObjects(IPatternMatch signature) {
+        Map<String,Object> map = new HashMap<>();
+        map.put("r",signature.get("r"));
+        return map;
+    }
+
+    @Override
+    public List<String> getKeyNames() {
+        List<String> keyNames = Arrays.asList(
+            "r"
+        );
+        return keyNames;
+    }
+
+    @Override
+    public List<String> getPropertyNames() {
+        List<String> propertyNames = Arrays.asList(
+        );
+        return propertyNames;
+    }
+
+    @Override
+    public Set<List<String>> getSymmetricPropertyNames() {
+        Set<List<String>> symmetricPropertyNamesSet = new HashSet<>();
+        return symmetricPropertyNamesSet;
+    }
+
+    @Override
+    public Set<List<String>> getSymmetricKeyNames() {
+        Set<List<String>> symmetricKeyNamesSet = new HashSet<>();
+        return symmetricKeyNamesSet;
+    }
+
+    @Override
+    public Severity getSeverity() {
+        return Severity.ERROR;
+    }
+
+    @Override
+    public IQuerySpecification<? extends ViatraQueryMatcher<? extends IPatternMatch>> getQuerySpecification() {
+        return querySpecification;
+    }
+
+}
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/MultipleTransitionFromEntryConstraint0.java b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/MultipleTransitionFromEntryConstraint0.java
new file mode 100644
index 00000000..a41b2fc1
--- /dev/null
+++ b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/MultipleTransitionFromEntryConstraint0.java
@@ -0,0 +1,81 @@
+/**
+Generated from platform:/resource/hu.bme.mit.inf.dslreasoner.domains.yakindu.sgraph/queries/hu/bme/mit/inf/dslreasoner/partialsnapshot_mavo/yakindu/patterns.vql
+*/
+package constraints.yakindumm;
+
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.Arrays;
+
+import org.eclipse.viatra.addon.validation.core.api.Severity;
+import org.eclipse.viatra.addon.validation.core.api.IConstraintSpecification;
+import org.eclipse.viatra.query.runtime.api.IPatternMatch;
+import org.eclipse.viatra.query.runtime.api.IQuerySpecification;
+import org.eclipse.viatra.query.runtime.api.ViatraQueryMatcher;
+
+import hu.bme.mit.inf.dslreasoner.partialsnapshot_mavo.yakindu.MultipleTransitionFromEntry;
+
+public class MultipleTransitionFromEntryConstraint0 implements IConstraintSpecification {
+
+    private MultipleTransitionFromEntry querySpecification;
+
+    public MultipleTransitionFromEntryConstraint0() {
+        querySpecification = MultipleTransitionFromEntry.instance();
+    }
+
+    @Override
+    public String getMessageFormat() {
+        return "error";
+    }
+
+
+    @Override
+    public Map<String,Object> getKeyObjects(IPatternMatch signature) {
+        Map<String,Object> map = new HashMap<>();
+        map.put("e",signature.get("e"));
+        return map;
+    }
+
+    @Override
+    public List<String> getKeyNames() {
+        List<String> keyNames = Arrays.asList(
+            "e"
+        );
+        return keyNames;
+    }
+
+    @Override
+    public List<String> getPropertyNames() {
+        List<String> propertyNames = Arrays.asList(
+            "t1",
+            "t2"
+        );
+        return propertyNames;
+    }
+
+    @Override
+    public Set<List<String>> getSymmetricPropertyNames() {
+        Set<List<String>> symmetricPropertyNamesSet = new HashSet<>();
+        return symmetricPropertyNamesSet;
+    }
+
+    @Override
+    public Set<List<String>> getSymmetricKeyNames() {
+        Set<List<String>> symmetricKeyNamesSet = new HashSet<>();
+        return symmetricKeyNamesSet;
+    }
+
+    @Override
+    public Severity getSeverity() {
+        return Severity.ERROR;
+    }
+
+    @Override
+    public IQuerySpecification<? extends ViatraQueryMatcher<? extends IPatternMatch>> getQuerySpecification() {
+        return querySpecification;
+    }
+
+}
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/NoEntryInRegionConstraint0.java b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/NoEntryInRegionConstraint0.java
new file mode 100644
index 00000000..9eb7783f
--- /dev/null
+++ b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/NoEntryInRegionConstraint0.java
@@ -0,0 +1,79 @@
+/**
+Generated from platform:/resource/hu.bme.mit.inf.dslreasoner.domains.yakindu.sgraph/queries/hu/bme/mit/inf/dslreasoner/partialsnapshot_mavo/yakindu/patterns.vql
+*/
+package constraints.yakindumm;
+
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.Arrays;
+
+import org.eclipse.viatra.addon.validation.core.api.Severity;
+import org.eclipse.viatra.addon.validation.core.api.IConstraintSpecification;
+import org.eclipse.viatra.query.runtime.api.IPatternMatch;
+import org.eclipse.viatra.query.runtime.api.IQuerySpecification;
+import org.eclipse.viatra.query.runtime.api.ViatraQueryMatcher;
+
+import hu.bme.mit.inf.dslreasoner.partialsnapshot_mavo.yakindu.NoEntryInRegion;
+
+public class NoEntryInRegionConstraint0 implements IConstraintSpecification {
+
+    private NoEntryInRegion querySpecification;
+
+    public NoEntryInRegionConstraint0() {
+        querySpecification = NoEntryInRegion.instance();
+    }
+
+    @Override
+    public String getMessageFormat() {
+        return "error";
+    }
+
+
+    @Override
+    public Map<String,Object> getKeyObjects(IPatternMatch signature) {
+        Map<String,Object> map = new HashMap<>();
+        map.put("r1",signature.get("r1"));
+        return map;
+    }
+
+    @Override
+    public List<String> getKeyNames() {
+        List<String> keyNames = Arrays.asList(
+            "r1"
+        );
+        return keyNames;
+    }
+
+    @Override
+    public List<String> getPropertyNames() {
+        List<String> propertyNames = Arrays.asList(
+        );
+        return propertyNames;
+    }
+
+    @Override
+    public Set<List<String>> getSymmetricPropertyNames() {
+        Set<List<String>> symmetricPropertyNamesSet = new HashSet<>();
+        return symmetricPropertyNamesSet;
+    }
+
+    @Override
+    public Set<List<String>> getSymmetricKeyNames() {
+        Set<List<String>> symmetricKeyNamesSet = new HashSet<>();
+        return symmetricKeyNamesSet;
+    }
+
+    @Override
+    public Severity getSeverity() {
+        return Severity.ERROR;
+    }
+
+    @Override
+    public IQuerySpecification<? extends ViatraQueryMatcher<? extends IPatternMatch>> getQuerySpecification() {
+        return querySpecification;
+    }
+
+}
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/NoOutgoingTransitionFromEntryConstraint0.java b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/NoOutgoingTransitionFromEntryConstraint0.java
new file mode 100644
index 00000000..35d54e8e
--- /dev/null
+++ b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/NoOutgoingTransitionFromEntryConstraint0.java
@@ -0,0 +1,79 @@
+/**
+Generated from platform:/resource/hu.bme.mit.inf.dslreasoner.domains.yakindu.sgraph/queries/hu/bme/mit/inf/dslreasoner/partialsnapshot_mavo/yakindu/patterns.vql
+*/
+package constraints.yakindumm;
+
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.Arrays;
+
+import org.eclipse.viatra.addon.validation.core.api.Severity;
+import org.eclipse.viatra.addon.validation.core.api.IConstraintSpecification;
+import org.eclipse.viatra.query.runtime.api.IPatternMatch;
+import org.eclipse.viatra.query.runtime.api.IQuerySpecification;
+import org.eclipse.viatra.query.runtime.api.ViatraQueryMatcher;
+
+import hu.bme.mit.inf.dslreasoner.partialsnapshot_mavo.yakindu.NoOutgoingTransitionFromEntry;
+
+public class NoOutgoingTransitionFromEntryConstraint0 implements IConstraintSpecification {
+
+    private NoOutgoingTransitionFromEntry querySpecification;
+
+    public NoOutgoingTransitionFromEntryConstraint0() {
+        querySpecification = NoOutgoingTransitionFromEntry.instance();
+    }
+
+    @Override
+    public String getMessageFormat() {
+        return "error";
+    }
+
+
+    @Override
+    public Map<String,Object> getKeyObjects(IPatternMatch signature) {
+        Map<String,Object> map = new HashMap<>();
+        map.put("e",signature.get("e"));
+        return map;
+    }
+
+    @Override
+    public List<String> getKeyNames() {
+        List<String> keyNames = Arrays.asList(
+            "e"
+        );
+        return keyNames;
+    }
+
+    @Override
+    public List<String> getPropertyNames() {
+        List<String> propertyNames = Arrays.asList(
+        );
+        return propertyNames;
+    }
+
+    @Override
+    public Set<List<String>> getSymmetricPropertyNames() {
+        Set<List<String>> symmetricPropertyNamesSet = new HashSet<>();
+        return symmetricPropertyNamesSet;
+    }
+
+    @Override
+    public Set<List<String>> getSymmetricKeyNames() {
+        Set<List<String>> symmetricKeyNamesSet = new HashSet<>();
+        return symmetricKeyNamesSet;
+    }
+
+    @Override
+    public Severity getSeverity() {
+        return Severity.ERROR;
+    }
+
+    @Override
+    public IQuerySpecification<? extends ViatraQueryMatcher<? extends IPatternMatch>> getQuerySpecification() {
+        return querySpecification;
+    }
+
+}
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/NoStateInRegionConstraint0.java b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/NoStateInRegionConstraint0.java
new file mode 100644
index 00000000..49c0063f
--- /dev/null
+++ b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/NoStateInRegionConstraint0.java
@@ -0,0 +1,79 @@
+/**
+Generated from platform:/resource/hu.bme.mit.inf.dslreasoner.domains.yakindu.sgraph/queries/hu/bme/mit/inf/dslreasoner/partialsnapshot_mavo/yakindu/patterns.vql
+*/
+package constraints.yakindumm;
+
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.Arrays;
+
+import org.eclipse.viatra.addon.validation.core.api.Severity;
+import org.eclipse.viatra.addon.validation.core.api.IConstraintSpecification;
+import org.eclipse.viatra.query.runtime.api.IPatternMatch;
+import org.eclipse.viatra.query.runtime.api.IQuerySpecification;
+import org.eclipse.viatra.query.runtime.api.ViatraQueryMatcher;
+
+import hu.bme.mit.inf.dslreasoner.partialsnapshot_mavo.yakindu.NoStateInRegion;
+
+public class NoStateInRegionConstraint0 implements IConstraintSpecification {
+
+    private NoStateInRegion querySpecification;
+
+    public NoStateInRegionConstraint0() {
+        querySpecification = NoStateInRegion.instance();
+    }
+
+    @Override
+    public String getMessageFormat() {
+        return "error";
+    }
+
+
+    @Override
+    public Map<String,Object> getKeyObjects(IPatternMatch signature) {
+        Map<String,Object> map = new HashMap<>();
+        map.put("region",signature.get("region"));
+        return map;
+    }
+
+    @Override
+    public List<String> getKeyNames() {
+        List<String> keyNames = Arrays.asList(
+            "region"
+        );
+        return keyNames;
+    }
+
+    @Override
+    public List<String> getPropertyNames() {
+        List<String> propertyNames = Arrays.asList(
+        );
+        return propertyNames;
+    }
+
+    @Override
+    public Set<List<String>> getSymmetricPropertyNames() {
+        Set<List<String>> symmetricPropertyNamesSet = new HashSet<>();
+        return symmetricPropertyNamesSet;
+    }
+
+    @Override
+    public Set<List<String>> getSymmetricKeyNames() {
+        Set<List<String>> symmetricKeyNamesSet = new HashSet<>();
+        return symmetricKeyNamesSet;
+    }
+
+    @Override
+    public Severity getSeverity() {
+        return Severity.ERROR;
+    }
+
+    @Override
+    public IQuerySpecification<? extends ViatraQueryMatcher<? extends IPatternMatch>> getQuerySpecification() {
+        return querySpecification;
+    }
+
+}
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/OutgoingFromExitConstraint0.java b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/OutgoingFromExitConstraint0.java
new file mode 100644
index 00000000..ddb907ff
--- /dev/null
+++ b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/OutgoingFromExitConstraint0.java
@@ -0,0 +1,80 @@
+/**
+Generated from platform:/resource/hu.bme.mit.inf.dslreasoner.domains.yakindu.sgraph/queries/hu/bme/mit/inf/dslreasoner/partialsnapshot_mavo/yakindu/patterns.vql
+*/
+package constraints.yakindumm;
+
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.Arrays;
+
+import org.eclipse.viatra.addon.validation.core.api.Severity;
+import org.eclipse.viatra.addon.validation.core.api.IConstraintSpecification;
+import org.eclipse.viatra.query.runtime.api.IPatternMatch;
+import org.eclipse.viatra.query.runtime.api.IQuerySpecification;
+import org.eclipse.viatra.query.runtime.api.ViatraQueryMatcher;
+
+import hu.bme.mit.inf.dslreasoner.partialsnapshot_mavo.yakindu.OutgoingFromExit;
+
+public class OutgoingFromExitConstraint0 implements IConstraintSpecification {
+
+    private OutgoingFromExit querySpecification;
+
+    public OutgoingFromExitConstraint0() {
+        querySpecification = OutgoingFromExit.instance();
+    }
+
+    @Override
+    public String getMessageFormat() {
+        return "error";
+    }
+
+
+    @Override
+    public Map<String,Object> getKeyObjects(IPatternMatch signature) {
+        Map<String,Object> map = new HashMap<>();
+        map.put("e",signature.get("e"));
+        return map;
+    }
+
+    @Override
+    public List<String> getKeyNames() {
+        List<String> keyNames = Arrays.asList(
+            "e"
+        );
+        return keyNames;
+    }
+
+    @Override
+    public List<String> getPropertyNames() {
+        List<String> propertyNames = Arrays.asList(
+            "t"
+        );
+        return propertyNames;
+    }
+
+    @Override
+    public Set<List<String>> getSymmetricPropertyNames() {
+        Set<List<String>> symmetricPropertyNamesSet = new HashSet<>();
+        return symmetricPropertyNamesSet;
+    }
+
+    @Override
+    public Set<List<String>> getSymmetricKeyNames() {
+        Set<List<String>> symmetricKeyNamesSet = new HashSet<>();
+        return symmetricKeyNamesSet;
+    }
+
+    @Override
+    public Severity getSeverity() {
+        return Severity.ERROR;
+    }
+
+    @Override
+    public IQuerySpecification<? extends ViatraQueryMatcher<? extends IPatternMatch>> getQuerySpecification() {
+        return querySpecification;
+    }
+
+}
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/OutgoingFromFinalConstraint0.java b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/OutgoingFromFinalConstraint0.java
new file mode 100644
index 00000000..3b2949fd
--- /dev/null
+++ b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/constraints/constraints/yakindumm/OutgoingFromFinalConstraint0.java
@@ -0,0 +1,80 @@
+/**
+Generated from platform:/resource/hu.bme.mit.inf.dslreasoner.domains.yakindu.sgraph/queries/hu/bme/mit/inf/dslreasoner/partialsnapshot_mavo/yakindu/patterns.vql
+*/
+package constraints.yakindumm;
+
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.Arrays;
+
+import org.eclipse.viatra.addon.validation.core.api.Severity;
+import org.eclipse.viatra.addon.validation.core.api.IConstraintSpecification;
+import org.eclipse.viatra.query.runtime.api.IPatternMatch;
+import org.eclipse.viatra.query.runtime.api.IQuerySpecification;
+import org.eclipse.viatra.query.runtime.api.ViatraQueryMatcher;
+
+import hu.bme.mit.inf.dslreasoner.partialsnapshot_mavo.yakindu.OutgoingFromFinal;
+
+public class OutgoingFromFinalConstraint0 implements IConstraintSpecification {
+
+    private OutgoingFromFinal querySpecification;
+
+    public OutgoingFromFinalConstraint0() {
+        querySpecification = OutgoingFromFinal.instance();
+    }
+
+    @Override
+    public String getMessageFormat() {
+        return "error";
+    }
+
+
+    @Override
+    public Map<String,Object> getKeyObjects(IPatternMatch signature) {
+        Map<String,Object> map = new HashMap<>();
+        map.put("f",signature.get("f"));
+        return map;
+    }
+
+    @Override
+    public List<String> getKeyNames() {
+        List<String> keyNames = Arrays.asList(
+            "f"
+        );
+        return keyNames;
+    }
+
+    @Override
+    public List<String> getPropertyNames() {
+        List<String> propertyNames = Arrays.asList(
+            "t"
+        );
+        return propertyNames;
+    }
+
+    @Override
+    public Set<List<String>> getSymmetricPropertyNames() {
+        Set<List<String>> symmetricPropertyNamesSet = new HashSet<>();
+        return symmetricPropertyNamesSet;
+    }
+
+    @Override
+    public Set<List<String>> getSymmetricKeyNames() {
+        Set<List<String>> symmetricKeyNamesSet = new HashSet<>();
+        return symmetricKeyNamesSet;
+    }
+
+    @Override
+    public Severity getSeverity() {
+        return Severity.ERROR;
+    }
+
+    @Override
+    public IQuerySpecification<? extends ViatraQueryMatcher<? extends IPatternMatch>> getQuerySpecification() {
+        return querySpecification;
+    }
+
+}
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/data/Yakinduum/mpc_rep/R_2016324.xmi b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/data/Yakinduum/mpc_rep/R_2016324.xmi
deleted file mode 100644
index 493a1731..00000000
--- a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/data/Yakinduum/mpc_rep/R_2016324.xmi
+++ /dev/null
@@ -1,128 +0,0 @@
-<?xml version="1.0" encoding="ASCII"?>
-<hu.bme.mit.inf.yakindumm:Statechart xmi:version="2.0" xmlns:xmi="http://www.omg.org/XMI" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:hu.bme.mit.inf.yakindumm="hu.bme.mit.inf.yakindumm">
-  <regions>
-    <vertices xsi:type="hu.bme.mit.inf.yakindumm:State" incomingTransitions="//@regions.0/@vertices.2/@outgoingTransitions.0 //@regions.0/@vertices.1/@outgoingTransitions.0">
-      <outgoingTransitions target="//@regions.0/@vertices.2/@regions.0/@vertices.0"/>
-      <regions>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:State" incomingTransitions="//@regions.0/@vertices.0/@regions.0/@vertices.1/@outgoingTransitions.2">
-          <regions>
-            <vertices xsi:type="hu.bme.mit.inf.yakindumm:Entry">
-              <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.0/@regions.0/@vertices.1"/>
-            </vertices>
-            <vertices xsi:type="hu.bme.mit.inf.yakindumm:Choice" incomingTransitions="//@regions.0/@vertices.0/@regions.0/@vertices.0/@regions.0/@vertices.0/@outgoingTransitions.0">
-              <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.0/@regions.0/@vertices.3"/>
-              <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.0/@regions.0/@vertices.2"/>
-            </vertices>
-            <vertices xsi:type="hu.bme.mit.inf.yakindumm:State" incomingTransitions="//@regions.0/@vertices.0/@regions.0/@vertices.0/@regions.0/@vertices.3/@outgoingTransitions.0 //@regions.0/@vertices.0/@regions.0/@vertices.0/@regions.0/@vertices.1/@outgoingTransitions.1">
-              <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.0/@regions.0/@vertices.3"/>
-              <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.3"/>
-            </vertices>
-            <vertices xsi:type="hu.bme.mit.inf.yakindumm:State" incomingTransitions="//@regions.0/@vertices.0/@regions.0/@vertices.0/@regions.0/@vertices.1/@outgoingTransitions.0 //@regions.0/@vertices.0/@regions.0/@vertices.0/@regions.0/@vertices.2/@outgoingTransitions.0">
-              <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.0/@regions.0/@vertices.2"/>
-              <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.3"/>
-            </vertices>
-          </regions>
-        </vertices>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:State" incomingTransitions="//@regions.0/@vertices.0/@regions.0/@vertices.11/@outgoingTransitions.0 //@regions.0/@vertices.0/@regions.0/@vertices.11/@outgoingTransitions.1 //@regions.0/@vertices.0/@regions.0/@vertices.12/@outgoingTransitions.0 //@regions.0/@vertices.0/@regions.0/@vertices.12/@outgoingTransitions.1 //@regions.0/@vertices.0/@regions.0/@vertices.2/@outgoingTransitions.2">
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.12"/>
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.11"/>
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.0"/>
-        </vertices>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:State" incomingTransitions="//@regions.0/@vertices.0/@regions.0/@vertices.4/@outgoingTransitions.1 //@regions.0/@vertices.0/@regions.0/@vertices.7/@outgoingTransitions.0 //@regions.0/@vertices.0/@regions.0/@vertices.13/@outgoingTransitions.0 //@regions.0/@vertices.0/@regions.0/@vertices.7/@outgoingTransitions.1 //@regions.0/@vertices.0/@regions.0/@vertices.13/@outgoingTransitions.1">
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.13"/>
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.7"/>
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.1"/>
-        </vertices>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:State" incomingTransitions="//@regions.0/@vertices.0/@regions.0/@vertices.10/@outgoingTransitions.0 //@regions.0/@vertices.0/@regions.0/@vertices.10/@outgoingTransitions.1 //@regions.0/@vertices.0/@regions.0/@vertices.6/@outgoingTransitions.1 //@regions.0/@vertices.0/@regions.0/@vertices.5/@outgoingTransitions.0 //@regions.0/@vertices.0/@regions.0/@vertices.6/@outgoingTransitions.0 //@regions.0/@vertices.0/@regions.0/@vertices.0/@regions.0/@vertices.2/@outgoingTransitions.1 //@regions.0/@vertices.0/@regions.0/@vertices.0/@regions.0/@vertices.3/@outgoingTransitions.1">
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.4"/>
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.10"/>
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.6"/>
-        </vertices>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:State" incomingTransitions="//@regions.0/@vertices.0/@regions.0/@vertices.8/@outgoingTransitions.0 //@regions.0/@vertices.0/@regions.0/@vertices.9/@outgoingTransitions.0 //@regions.0/@vertices.0/@regions.0/@vertices.8/@outgoingTransitions.1 //@regions.0/@vertices.0/@regions.0/@vertices.3/@outgoingTransitions.0 //@regions.0/@vertices.0/@regions.0/@vertices.9/@outgoingTransitions.1">
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.8"/>
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.2"/>
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.9"/>
-        </vertices>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:Entry">
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.3"/>
-        </vertices>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:Choice" incomingTransitions="//@regions.0/@vertices.0/@regions.0/@vertices.3/@outgoingTransitions.2">
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.3"/>
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.3"/>
-        </vertices>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:Choice" incomingTransitions="//@regions.0/@vertices.0/@regions.0/@vertices.2/@outgoingTransitions.1">
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.2"/>
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.2"/>
-        </vertices>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:Choice" incomingTransitions="//@regions.0/@vertices.0/@regions.0/@vertices.4/@outgoingTransitions.0">
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.4"/>
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.4"/>
-        </vertices>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:Choice" incomingTransitions="//@regions.0/@vertices.0/@regions.0/@vertices.4/@outgoingTransitions.2">
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.4"/>
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.4"/>
-        </vertices>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:Choice" incomingTransitions="//@regions.0/@vertices.0/@regions.0/@vertices.3/@outgoingTransitions.1">
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.3"/>
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.3"/>
-        </vertices>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:Choice" incomingTransitions="//@regions.0/@vertices.0/@regions.0/@vertices.1/@outgoingTransitions.1">
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.1"/>
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.1"/>
-        </vertices>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:Choice" incomingTransitions="//@regions.0/@vertices.0/@regions.0/@vertices.1/@outgoingTransitions.0">
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.1"/>
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.1"/>
-        </vertices>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:Choice" incomingTransitions="//@regions.0/@vertices.0/@regions.0/@vertices.2/@outgoingTransitions.0">
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.2"/>
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.2"/>
-        </vertices>
-      </regions>
-    </vertices>
-    <vertices xsi:type="hu.bme.mit.inf.yakindumm:Entry">
-      <outgoingTransitions target="//@regions.0/@vertices.0"/>
-    </vertices>
-    <vertices xsi:type="hu.bme.mit.inf.yakindumm:State">
-      <outgoingTransitions target="//@regions.0/@vertices.0"/>
-      <regions>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:Entry" incomingTransitions="//@regions.0/@vertices.0/@outgoingTransitions.0">
-          <outgoingTransitions target="//@regions.0/@vertices.2/@regions.0/@vertices.1"/>
-        </vertices>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:Choice" incomingTransitions="//@regions.0/@vertices.2/@regions.0/@vertices.0/@outgoingTransitions.0">
-          <outgoingTransitions target="//@regions.0/@vertices.2/@regions.0/@vertices.2"/>
-          <outgoingTransitions target="//@regions.0/@vertices.2/@regions.0/@vertices.3"/>
-        </vertices>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:State" incomingTransitions="//@regions.0/@vertices.2/@regions.0/@vertices.4/@outgoingTransitions.0 //@regions.0/@vertices.2/@regions.0/@vertices.9/@outgoingTransitions.0 //@regions.0/@vertices.2/@regions.0/@vertices.1/@outgoingTransitions.0 //@regions.0/@vertices.2/@regions.0/@vertices.9/@outgoingTransitions.1">
-          <outgoingTransitions target="//@regions.0/@vertices.2/@regions.0/@vertices.8"/>
-          <outgoingTransitions target="//@regions.0/@vertices.2/@regions.0/@vertices.10"/>
-          <outgoingTransitions target="//@regions.0/@vertices.2/@regions.0/@vertices.4"/>
-        </vertices>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:State" incomingTransitions="//@regions.0/@vertices.2/@regions.0/@vertices.8/@outgoingTransitions.0 //@regions.0/@vertices.2/@regions.0/@vertices.1/@outgoingTransitions.1 //@regions.0/@vertices.2/@regions.0/@vertices.7/@outgoingTransitions.0 //@regions.0/@vertices.2/@regions.0/@vertices.8/@outgoingTransitions.1">
-          <outgoingTransitions target="//@regions.0/@vertices.2/@regions.0/@vertices.7"/>
-          <outgoingTransitions target="//@regions.0/@vertices.2/@regions.0/@vertices.9"/>
-          <outgoingTransitions target="//@regions.0/@vertices.2/@regions.0/@vertices.10"/>
-        </vertices>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:Choice" incomingTransitions="//@regions.0/@vertices.2/@regions.0/@vertices.2/@outgoingTransitions.2">
-          <outgoingTransitions target="//@regions.0/@vertices.2/@regions.0/@vertices.2"/>
-          <outgoingTransitions target="//@regions.0/@vertices.2/@regions.0/@vertices.5"/>
-        </vertices>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:State" incomingTransitions="//@regions.0/@vertices.2/@regions.0/@vertices.4/@outgoingTransitions.1"/>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:State" incomingTransitions="//@regions.0/@vertices.2/@regions.0/@vertices.7/@outgoingTransitions.1"/>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:Choice" incomingTransitions="//@regions.0/@vertices.2/@regions.0/@vertices.3/@outgoingTransitions.0">
-          <outgoingTransitions target="//@regions.0/@vertices.2/@regions.0/@vertices.3"/>
-          <outgoingTransitions target="//@regions.0/@vertices.2/@regions.0/@vertices.6"/>
-        </vertices>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:Choice" incomingTransitions="//@regions.0/@vertices.2/@regions.0/@vertices.2/@outgoingTransitions.0">
-          <outgoingTransitions target="//@regions.0/@vertices.2/@regions.0/@vertices.3"/>
-          <outgoingTransitions target="//@regions.0/@vertices.2/@regions.0/@vertices.3"/>
-        </vertices>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:Choice" incomingTransitions="//@regions.0/@vertices.2/@regions.0/@vertices.3/@outgoingTransitions.1">
-          <outgoingTransitions target="//@regions.0/@vertices.2/@regions.0/@vertices.2"/>
-          <outgoingTransitions target="//@regions.0/@vertices.2/@regions.0/@vertices.2"/>
-        </vertices>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:State" incomingTransitions="//@regions.0/@vertices.2/@regions.0/@vertices.3/@outgoingTransitions.2 //@regions.0/@vertices.2/@regions.0/@vertices.2/@outgoingTransitions.1"/>
-      </regions>
-    </vertices>
-  </regions>
-</hu.bme.mit.inf.yakindumm:Statechart>
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/data/Yakinduum/na_rep/R_2017419.xmi b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/data/Yakinduum/na_rep/R_2017419.xmi
deleted file mode 100644
index 369760bf..00000000
--- a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/data/Yakinduum/na_rep/R_2017419.xmi
+++ /dev/null
@@ -1,138 +0,0 @@
-<?xml version="1.0" encoding="ASCII"?>
-<hu.bme.mit.inf.yakindumm:Statechart xmi:version="2.0" xmlns:xmi="http://www.omg.org/XMI" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:hu.bme.mit.inf.yakindumm="hu.bme.mit.inf.yakindumm">
-  <regions>
-    <vertices xsi:type="hu.bme.mit.inf.yakindumm:State" incomingTransitions="//@regions.0/@vertices.1/@outgoingTransitions.0 //@regions.0/@vertices.2/@outgoingTransitions.0 //@regions.0/@vertices.5/@outgoingTransitions.0">
-      <regions>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:State" incomingTransitions="//@regions.0/@vertices.0/@regions.0/@vertices.2/@outgoingTransitions.0 //@regions.0/@vertices.0/@regions.0/@vertices.8/@outgoingTransitions.2 //@regions.0/@vertices.0/@regions.0/@vertices.5/@outgoingTransitions.2 //@regions.0/@vertices.0/@regions.0/@vertices.1/@outgoingTransitions.2 //@regions.0/@vertices.0/@regions.0/@vertices.8/@outgoingTransitions.3">
-          <outgoingTransitions target="//@regions.0/@vertices.1"/>
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.1"/>
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-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.3"/>
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-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.0"/>
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-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.1"/>
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-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:State" incomingTransitions="//@regions.0/@vertices.0/@regions.0/@vertices.6/@outgoingTransitions.1 //@regions.0/@vertices.0/@regions.0/@vertices.1/@outgoingTransitions.0 //@regions.0/@vertices.0/@regions.0/@vertices.7/@outgoingTransitions.1 //@regions.0/@vertices.0/@regions.0/@vertices.6/@outgoingTransitions.0 //@regions.0/@vertices.0/@regions.0/@vertices.7/@outgoingTransitions.0">
-          <outgoingTransitions target="//@regions.0/@vertices.0/@regions.0/@vertices.6"/>
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deleted file mode 100644
index 21fee5a9..00000000
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-        </vertices>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:State" incomingTransitions="//@regions.0/@vertices.4/@regions.0/@vertices.4/@outgoingTransitions.1 //@regions.0/@vertices.6/@outgoingTransitions.2"/>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:Choice" incomingTransitions="//@regions.0/@vertices.4/@regions.0/@vertices.3/@outgoingTransitions.1">
-          <outgoingTransitions target="//@regions.0/@vertices.4/@regions.0/@vertices.3"/>
-          <outgoingTransitions target="//@regions.0/@vertices.4/@regions.0/@vertices.7"/>
-        </vertices>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:State" incomingTransitions="//@regions.0/@vertices.4/@regions.0/@vertices.6/@outgoingTransitions.1 //@regions.0/@vertices.6/@outgoingTransitions.1"/>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:State" incomingTransitions="//@regions.0/@vertices.4/@regions.0/@vertices.2/@outgoingTransitions.1"/>
-        <vertices xsi:type="hu.bme.mit.inf.yakindumm:State" incomingTransitions="//@regions.0/@vertices.4/@regions.0/@vertices.3/@outgoingTransitions.0"/>
-      </regions>
-    </vertices>
-    <vertices xsi:type="hu.bme.mit.inf.yakindumm:Choice" incomingTransitions="//@regions.0/@vertices.3/@outgoingTransitions.1">
-      <outgoingTransitions target="//@regions.0/@vertices.4"/>
-      <outgoingTransitions target="//@regions.0/@vertices.3/@regions.0/@vertices.7"/>
-      <outgoingTransitions target="//@regions.0/@vertices.3/@regions.0/@vertices.9"/>
-    </vertices>
-    <vertices xsi:type="hu.bme.mit.inf.yakindumm:Choice" incomingTransitions="//@regions.0/@vertices.4/@outgoingTransitions.0">
-      <outgoingTransitions target="//@regions.0/@vertices.3"/>
-      <outgoingTransitions target="//@regions.0/@vertices.4/@regions.0/@vertices.7"/>
-      <outgoingTransitions target="//@regions.0/@vertices.4/@regions.0/@vertices.5"/>
-    </vertices>
-  </regions>
-</hu.bme.mit.inf.yakindumm:Statechart>
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/app/Domain.xtend b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/app/Domain.xtend
index 8351e96b..c8fd435b 100644
--- a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/app/Domain.xtend
+++ b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/app/Domain.xtend
@@ -1,5 +1,7 @@
 package ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator.app
 
 enum Domain{
-        Yakinduum
+        Yakindumm,
+        Ecore,
+        Github
 }
\ No newline at end of file
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/app/Main.xtend b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/app/Main.xtend
index 062d69fa..ab187b3a 100644
--- a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/app/Main.xtend
+++ b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/app/Main.xtend
@@ -3,13 +3,25 @@ package ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator.app
 import ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator.graph.EMFGraph
 import ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator.io.CsvFileWriter
 import ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator.io.GraphReader
+import ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator.validation.ViolationCheck
 import hu.bme.mit.inf.dslreasoner.domains.yakindu.sgraph.yakindumm.impl.YakindummPackageImpl
+import java.io.File
 import java.util.ArrayList
+import org.eclipse.emf.ecore.EPackage
 import org.eclipse.emf.ecore.EcorePackage
+import org.eclipse.viatra.query.runtime.rete.matcher.ReteEngine
+import org.eclipse.emf.ecore.impl.EcorePackageImpl
+import org.eclipse.emf.ecore.EReference
 
 //import yakindumm2.impl.Yakindumm2PackageImpl
 
 class Main {
+        var static Domain d = Domain.Ecore;
+        val static String suffix = '.ecore'
+        val static String OUTPUT_FOLDER = "Inputs/human/";
+        val static String INPUT_FOLDER = "outputs/human/";
+        val static int NUM_RUNS = 1;
+        
         static class RWInformation{
                 public var String inputFolder;
                 public var String outputFolder;
@@ -24,36 +36,32 @@ class Main {
         
         def static void main(String[] args){
                 //init model
-                YakindummPackageImpl.eINSTANCE.eClass;
-                EcorePackage.eINSTANCE.eClass;
-//              Yakindumm2PackageImpl.eINSTANCE.eClass;
-                //val infos = initData();                                                                       
-                                                                                
-                println("Start Reading Models...");
-                var reader = new GraphReader(EcorePackage.eINSTANCE, ".xmi");
-//              for(info : infos){
-//                      calculateAllModels(info.inputFolder, info.outputFolder,info.numRuns, reader);
-//              }
+                var EPackage metamodel;
                 
-                //human input has different package declaration
-//              reader = new GraphReader(Yakindumm2PackageImpl.eINSTANCE);
-                val human = new RWInformation("Inputs/viatra75/", "outputs/", 50);
-                calculateAllModels(human.inputFolder, human.outputFolder,human.numRuns, reader);
+                //init viatra engine for the violation checker
+                ReteEngine.getClass();
                 
+                if(d == Domain.Yakindumm){
+                        YakindummPackageImpl.eINSTANCE.eClass;
+                        metamodel = YakindummPackageImpl.eINSTANCE;
+                }else if (d == Domain.Ecore){
+                        EcorePackage.eINSTANCE.eClass;
+                        metamodel = EcorePackageImpl.eINSTANCE;
+                }else if (d == Domain.Github){
+                        //TODO: Initialize Github Package
+                }
                 
+                                                                                
+                println("Start Reading Models...");
+                var reader = new GraphReader(metamodel, suffix);
+
+                val models = new RWInformation(OUTPUT_FOLDER, INPUT_FOLDER, NUM_RUNS);
+                calculateAllModels(models.inputFolder, models.outputFolder,models.numRuns, reader);     
                 println("finished");
         }
         
-        static def initData(){
-                val infos = new ArrayList<RWInformation>();
-                infos.add(new RWInformation("inputs/alloyInput/models/", "../plot/statistics/alloyOutput/", 20));
-                infos.add(new RWInformation("inputs/randomInput/models/", "../plot/statistics/randomOutput/", 20));
-                infos.add(new RWInformation("inputs/viatraInput30/", "../plot/statistics/viatraOutput30/", 20));
-                infos.add(new RWInformation("inputs/viatraInput100/", "../plot/statistics/viatraOutput100/", 10));
-                return infos;
-        }
-        
         static def calculateAllModels(String inputFolder, String outputFolder, int numRuns, GraphReader reader){
+                (new File(outputFolder)).mkdir();
                 for(var i = 1; i <= numRuns; i++){
                         val models = new ArrayList<EMFGraph>();
                         models.addAll(reader.readModels(inputFolder + "run" + i));
@@ -67,8 +75,21 @@ class Main {
         }
         
         static def calculateAndOutputMetrics(EMFGraph model, String metaModel, String fileName){
-                //println("evaluating for " + model.name);
+                //println("evaluating for " + model.name);              
                 model.metaModel = metaModel;
-                CsvFileWriter.write(model.evaluateAllMetrics(), fileName);
+                
+                //remove eGenericType for Ecore domain
+                if(d == Domain.Ecore){
+                        var refsToRemove = EcorePackageImpl.eINSTANCE.eAllContents.filter(EReference).filter[
+                                it.name.equals('eGenericType') || it.name.equals('eGenericSuperTypes') || it.name.equals('eFactoryInstance')||
+                                it.name.equals('eGenericExceptions') || it.name.equals('references') || it.name.equals('contents');
+                        ];
+                        refsToRemove.forEach[model.removeReference(it)];
+                }
+                
+                var outputs = model.evaluateAllMetrics();
+                var violationsOutput = newArrayList('violations', ViolationCheck.calculateViolationCounts(model.root, d)+'');
+                outputs.add(violationsOutput);
+                CsvFileWriter.write(outputs, fileName);
         }
 }
\ No newline at end of file
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/app/PartialInterpretationMetricDistance.xtend b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/app/PartialInterpretationMetricDistance.xtend
index 66dcdff6..b2288f52 100644
--- a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/app/PartialInterpretationMetricDistance.xtend
+++ b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/app/PartialInterpretationMetricDistance.xtend
@@ -20,6 +20,7 @@ import java.util.List
 import java.util.Map
 import org.apache.commons.math3.stat.regression.OLSMultipleLinearRegression
 import org.eclipse.xtend.lib.annotations.Accessors
+import ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator.metrics.EdgeTypeMetric
 
 class PartialInterpretationMetricDistance {
         
@@ -34,8 +35,8 @@ class PartialInterpretationMetricDistance {
         var LinearModel linearModel;
         
         
-        new(){
-                var metrics = RepMetricsReader.read(Domain.Yakinduum);
+        new(Domain d){
+                var metrics = RepMetricsReader.read(d);
                 this.g = metrics;
                 ks = new KSDistance(g);
                 js = new JSDistance(g);
@@ -53,6 +54,7 @@ class PartialInterpretationMetricDistance {
                 metrics.add(new NodeActivityMetric());
                 metrics.add(new MultiplexParticipationCoefficientMetric());
                 metrics.add(new NodeTypeMetric());
+                metrics.add(new EdgeTypeMetric());
                 val metricCalculator = new PartialInterpretationGraph(partial, metrics, null);          
                 var metricSamples = metricCalculator.evaluateAllMetricsToSamples();
                 
@@ -63,6 +65,7 @@ class PartialInterpretationMetricDistance {
                 //var typedOutDegree = ks.typedOutDegreeDistance(metricSamples.typedOutDegreeSamples);
                 var distance = new MetricDistanceGroup(mpc, na, outDegree, nodeType);
                 distance.nodeTypeInfo = metricSamples.nodeTypeSamples;
+                distance.edgeTypeDistance = ks.edgeTypeDistance(metricSamples.edgeTypeSamples);
                 return distance;
         }
         
@@ -177,7 +180,8 @@ class MetricDistanceGroup{
         var double outDegreeDistance;
         var double nodeTypeDistance;
         protected var HashMap<String, Double> nodeTypeInfo;
-        
+        public var double edgeTypeDistance;
+                
         new(double mpcDistance, double naDistance, double outDegreeDistance, double nodeTypeDistance){
                 this.mpcDistance = mpcDistance;
                 this.naDistance = naDistance;
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/app/Test.java b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/app/Test.java
deleted file mode 100644
index f06b377f..00000000
--- a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/app/Test.java
+++ /dev/null
@@ -1,31 +0,0 @@
-package ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator.app;
-
-import java.util.ArrayList;
-import java.util.List;
-
-import weka.core.matrix.LinearRegression;
-import weka.core.matrix.Matrix;
-
-public class Test {
-        public static void main(String[] args) {
-                linearRegressionTest();
-        }
-        
-        public static void linearRegressionTest() {
-                double[][] x = {{1,1,2,3}, {1,2,3,4}, {1,3,5,7}, {1,1,5,7}}; 
-                double[] y = {10, 13, 19, 17};
-                double[] valueToPredict = {1,1,1,1}; 
-                Matrix m = new Matrix(x);
-                Matrix n = new Matrix(y, y.length);
-                
-                LinearRegression regression = new LinearRegression(m, n, 0);
-                double[] coef = regression.getCoefficients();
-        
-                //predict
-                double a = 0;
-                for(int i = 0; i < coef.length; i++) {
-                        a += coef[i] * valueToPredict[i];
-                }
-                System.out.println(a);
-        }
-}
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/distance/KSDistance.xtend b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/distance/KSDistance.xtend
index 08d8704a..c486a328 100644
--- a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/distance/KSDistance.xtend
+++ b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/distance/KSDistance.xtend
@@ -70,13 +70,30 @@ class KSDistance extends CostDistance {
                         instanceDist.add(samples.getOrDefault(key, 0.0));
                 }
                 
+                return ks_distance_two_dist(sourceDist, instanceDist);
+        }
+        
+        def edgeTypeDistance(HashMap<String, Double> samples){
+                var typesDistMap = g.edgeTypeSamples;
+                var sourceDist = newArrayList();
+                var instanceDist = newArrayList();
+                
+                for(key : typesDistMap.keySet()){
+                        sourceDist.add(typesDistMap.get(key));
+                        instanceDist.add(samples.getOrDefault(key, 0.0));
+                }
+                
+                return ks_distance_two_dist(sourceDist, instanceDist);
+        }
+        
+        def double ks_distance_two_dist(List<Double> dist1, List<Double> dist2){
                 // Since we already know the pdf, we compute the ks-test manully
                 var ksStatistics = 0.0;
                 var sum1 = 0.0;
                 var sum2 = 0.0;
-                for(var i = 0; i < sourceDist.size(); i++){
-                        sum1 += sourceDist.get(i);
-                        sum2 += instanceDist.get(i);
+                for(var i = 0; i < dist1.size(); i++){
+                        sum1 += dist1.get(i);
+                        sum2 += dist2.get(i);
                         
                         ksStatistics = Math.max(ksStatistics, Math.abs(sum1 - sum2));
                 } 
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/graph/EMFGraph.xtend b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/graph/EMFGraph.xtend
index 959006f4..8fa29fe6 100644
--- a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/graph/EMFGraph.xtend
+++ b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/graph/EMFGraph.xtend
@@ -7,10 +7,15 @@ import java.util.List
 import org.eclipse.emf.common.util.EList
 import org.eclipse.emf.ecore.EObject
 import org.eclipse.emf.ecore.EReference
+import org.eclipse.xtend.lib.annotations.Accessors
 
 class EMFGraph extends Graph{   
+        @Accessors(PUBLIC_GETTER)
+        var EObject root;
+        
         def void init (EObject root, List<Metric> metrics, String name, List<EReference> referenceTypes){
                 val otherContents = root.eAllContents.toList();
+                this.root = root;
                 otherContents.add(root);
                 init(otherContents, metrics, name, referenceTypes);
         }
@@ -30,17 +35,11 @@ class EMFGraph extends Graph{
                         statistic.addNodeWithAllTypes(it, types);
                 ]
                 
-                referenceTypes.forEach[it|
-                        var typeToAdd = it;
-                
-                        // TODO: Here is to only consider one part of opposite edges
-//                      if(it.upperBound != -1 && it.EOpposite !== null && 
-//                              (it.EOpposite.upperBound == -1 || it.EOpposite.upperBound > it.upperBound
-//                      )){
-//                              typeToAdd = it.EOpposite;
-//                      }
-//                      
-                        statistic.addEdgeType(typeToAdd.name);
+                referenceTypes.forEach[it|              
+                        // Only consider the edges that are not derived to preserve the statistical property
+                        if(!it.derived){
+                                statistic.addEdgeType(it.name);
+                        }
                 ];
                 
                 objects.forEach[source|
@@ -62,6 +61,12 @@ class EMFGraph extends Graph{
                 this.name = name;
         }
         
+        def void removeReference(EReference r){
+                if (statistic.containsEdgeType(r.name)){
+                        statistic.removeReference(r.name, r.containment);
+                }
+        }
+        
         /**
          * Set basic information for the output
          */
@@ -94,15 +99,8 @@ class EMFGraph extends Graph{
         }
         
         def addEdge(EObject source, EObject target, EReference r){
-                // TODO: Here is to only consider one part of opposite edges
-                //check for the opposite reference and do not add if its opposite will be added
-//              if(r.upperBound != -1 && r.EOpposite !== null && 
-//                              (r.EOpposite.upperBound == -1 || r.EOpposite.upperBound > r.upperBound
-//               )){
-//                      return;
-//              }
-                
-                if(target !== null && r !== null){
+                //Only add the edge if the reference is not derived to preserve the statistical property
+                if(target !== null && r !== null && !r.derived){
                         statistic.addEdge(source, target, r.name);
                 }
         }
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/graph/GraphStatistic.xtend b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/graph/GraphStatistic.xtend
index 84071176..af05a1cd 100644
--- a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/graph/GraphStatistic.xtend
+++ b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/graph/GraphStatistic.xtend
@@ -12,7 +12,7 @@ import org.eclipse.emf.ecore.EReference
 
 class GraphStatistic {
         val incomingEdges = new HashMap<String, Multimap<EObject, EObject>>;
-        val outcomingEdges = new HashMap<String, Multimap<EObject, EObject>>;
+        val outgoingEdges = new HashMap<String, Multimap<EObject, EObject>>;
 
         val edgeTypes = new HashSet<String>();
         val nodeToType = new HashMap<EObject, Set<String>>();   
@@ -22,15 +22,13 @@ class GraphStatistic {
          * @param type: type to add
          */
         def void addEdgeType(String type){
-                
-                
                 if(edgeTypes.contains(type)){
                         return;
                 }
                 
                 edgeTypes.add(type);
                 incomingEdges.put(type, ArrayListMultimap.create());
-                outcomingEdges.put(type, ArrayListMultimap.create());
+                outgoingEdges.put(type, ArrayListMultimap.create());
         }
         
         /**
@@ -43,6 +41,23 @@ class GraphStatistic {
                 nodeToType.put(n, types);
          }
          
+         def boolean containsNode(EObject o){
+                return nodeToType.containsKey(o);
+         }
+         
+         def Set<String> getTypesForNode(EObject o){
+                return nodeToType.getOrDefault(o, new HashSet<String>());
+         }
+         
+         def void overwriteCurrentType(EObject o, String type){
+                var typeSet = nodeToType.getOrDefault(o, new HashSet<String>());
+                
+                // clear current types
+                typeSet.clear();
+                typeSet.add(type);
+                nodeToType.put(o, typeSet);
+         }
+         
          /**
           * Add a node to the graph with all types in its type hierarchy
           */
@@ -57,18 +72,66 @@ class GraphStatistic {
           * @param type: type of the reference
           */
           def void addEdge(EObject source, EObject target, String type){
-                outcomingEdges.get(type).put(source, target);
+                outgoingEdges.get(type).put(source, target);
                 incomingEdges.get(type).put(target, source);
           }
           
           /**
+           * check if this graph contains a specific edge type
+           */
+           def boolean containsEdgeType(String typeName){
+                 if(outgoingEdges.containsKey(typeName) && incomingEdges.containsKey(typeName)){
+                        return true;
+                 }
+                 return false;
+           }
+           
+           /**
+            * remove references from the statistics, potentially remove the nodes associated with it
+            * @Param name: name of the reference
+            * @Param isContainment: if true then the corresponding nodes on the incoming side will also be removed
+            */
+            def removeReference(String name, boolean isContainment){
+                if(!edgeTypes.contains(name)){
+                        return;
+                }
+                
+                edgeTypes.remove(name);
+                var incomingSet = incomingEdges.remove(name);
+                outgoingEdges.remove(name);
+                
+                // if the reference is not a containment, then removing the reference is enough
+                if(!isContainment){
+                        return;
+                }
+                
+                // else remove all corresponding nodes
+                val nodesToRemove = incomingSet.keySet();
+                
+                //remove nodes from node sets
+                nodesToRemove.forEach[nodeToType.remove(it)];
+                
+                val removeForMultimap = [Multimap<EObject, EObject> refMap| 
+                        nodesToRemove.forEach[refMap.removeAll(it)];
+                        var values = refMap.values()
+                        //remove the values from the list is equavalent to remove it in the multimap
+                        values.removeAll(nodesToRemove); 
+                        return;
+                ];
+                
+                //remove nodes from all other references on incomingEdges
+                incomingEdges.values.forEach(removeForMultimap);
+                outgoingEdges.values.forEach(removeForMultimap);
+            }
+          
+          /**
            * calculate the out degree for an object
            */
           def int outDegree(EObject o){
                 var count = 0;
                 
                 for (String type : edgeTypes){
-                        count += outcomingEdges.get(type).get(o).size();
+                        count += outgoingEdges.get(type).get(o).size();
                 }
                 return count;
           }
@@ -89,7 +152,7 @@ class GraphStatistic {
            * calculate the dimentional degree of a node
            */
           def int dimentionalDegree(EObject o, String type){
-                return incomingEdges.get(type).get(o).size() + outcomingEdges.get(type).get(o).size();
+                return incomingEdges.get(type).get(o).size() + outgoingEdges.get(type).get(o).size();
           }
           
           /**
@@ -120,7 +183,7 @@ class GraphStatistic {
           }
           
           def HashMap<String, Multimap<EObject, EObject>> getOutgoingEdges(){
-                return outcomingEdges; 
+                return outgoingEdges; 
           }
           
 }
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/graph/PartialInterpretationGraph.xtend b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/graph/PartialInterpretationGraph.xtend
index ef68f366..a2934eb9 100644
--- a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/graph/PartialInterpretationGraph.xtend
+++ b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/graph/PartialInterpretationGraph.xtend
@@ -2,6 +2,8 @@ package ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator.graph
 
 import ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator.metrics.Metric
 import hu.bme.mit.inf.dslreasoner.logic.model.logiclanguage.RelationDeclaration
+import hu.bme.mit.inf.dslreasoner.logic.model.logiclanguage.Type
+import hu.bme.mit.inf.dslreasoner.logic.model.logiclanguage.TypeDefinition
 import hu.bme.mit.inf.dslreasoner.viatrasolver.partialinterpretationlanguage.partialinterpretation.BinaryElementRelationLink
 import hu.bme.mit.inf.dslreasoner.viatrasolver.partialinterpretationlanguage.partialinterpretation.PartialInterpretation
 import hu.bme.mit.inf.dslreasoner.viatrasolver.partialinterpretationlanguage.partialinterpretation.impl.PartialComplexTypeInterpretationImpl
@@ -20,19 +22,25 @@ class PartialInterpretationGraph extends Graph{
                 partial.problem.relations.filter(RelationDeclaration).forEach[
                         //only need the name of the reference type (remove everything with and after "reference")
                         var n = it.name.split(" ").get(0);
-                        // TODO: Here is to only consider one part of opposite edges
-                        if(!n.equals('target') && !n.equals('source') /* && !n.equals('incomingTransitions')*/){
                                 this.statistic.addEdgeType(n);
-                        }
                 ]
                 // add all elements
                 val typeInterpretations = getTypes(partial);
                 for(type : typeInterpretations){
                         //Only consider the most concrete class
-                        if(type.interpretationOf.subtypes.size == 0){
+                        if(isConcreteType(type.interpretationOf)){
                                 var typeName = type.interpretationOf.name.replace(classSuffix, '');
                                 for(node : type.elements){
-                                        this.statistic.addNodeWithType(node, typeName);
+                                        if(!this.statistic.containsNode(node)){
+                                                this.statistic.addNodeWithType(node, typeName);
+                                        }else{
+                                                // if the current type of the node is a super type of the type to check, 
+                                                // substitute the current type with the new type
+                                                var currentType = statistic.getTypesForNode(node).get(0);
+                                                if(isSuperType(currentType, type.interpretationOf)){
+                                                        statistic.overwriteCurrentType(node, typeName);
+                                                }
+                                        }
                                 }
                         }
                 }
@@ -40,12 +48,9 @@ class PartialInterpretationGraph extends Graph{
                 for(relationInterpretation : partial.partialrelationinterpretation) {
                         //only need the name of the reference type (remove everything with and after "reference")
                         val type = relationInterpretation.interpretationOf.name.split(" ").get(0);
-                        // TODO: Here is to only consider one part of opposite edges
-                        if(!type.equals('target') && !type.equals('source') /*&& !type.equals('incomingTransitions')*/){
-                                for(edge : relationInterpretation.relationlinks.filter(BinaryElementRelationLink)){
-                                        statistic.addEdge(edge.param1, edge.param2, type);
-                                }       
-                        }
+                        for(edge : relationInterpretation.relationlinks.filter(BinaryElementRelationLink)){
+                                statistic.addEdge(edge.param1, edge.param2, type);
+                        }       
                 }       
                 
                 this.name = name;
@@ -53,6 +58,39 @@ class PartialInterpretationGraph extends Graph{
         }
         
         /**
+         * recursively check if a type is the super type of another
+         */
+         def boolean isSuperType(String typeName, Type subtypeToCheck){
+                var superTypes = subtypeToCheck.supertypes;
+                if(superTypes.size == 0){
+                        return false;
+                }else if(subtypeToCheck.supertypes.map[it.name.replace(classSuffix, '')].contains(typeName)){
+                        return true;
+                }else{
+                        for(superType : superTypes){
+                                if(isSuperType(typeName, superType)){
+                                        return true;
+                                }
+                        }
+                        return false;
+                }
+         }
+         
+         /**
+          * Check if a Type object is the class that we want to consider
+          *     A type object is to be considered if it satisfy one of the following:
+          *     1. if it is not abstract
+          *     2. if it is abstract but has a subclass of type TypeDefinition (This means the generation is
+          *        started with nodes in this type) 
+          */
+        def boolean isConcreteType(Type t){
+                if(!t.isAbstract || t.subtypes.findFirst[it instanceof TypeDefinition] !== null){
+                        return true;
+                }
+                return false;
+        }
+        
+        /**
          * Set basic information for the output
          */
         override setBasicInformation(ArrayList<ArrayList<String>> output){
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/io/GraphReader.xtend b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/io/GraphReader.xtend
index 491501b0..858113e9 100644
--- a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/io/GraphReader.xtend
+++ b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/io/GraphReader.xtend
@@ -20,6 +20,8 @@ import org.eclipse.emf.ecore.resource.Resource
 import org.eclipse.emf.ecore.resource.ResourceSet
 import org.eclipse.emf.ecore.resource.impl.ResourceSetImpl
 import org.eclipse.emf.ecore.xmi.impl.XMIResourceFactoryImpl
+import org.eclipse.emf.ecore.EGenericType
+import org.eclipse.emf.ecore.EStructuralFeature
 
 class GraphReader{
         val ResourceSet resSet = new ResourceSetImpl();
@@ -53,9 +55,11 @@ class GraphReader{
                 metrics.add(new TypedOutDegree());              
                 metrics.add(new NodeTypeMetric());
                 metrics.add(new EdgeTypeMetric());
-                
+                var count = 1
                 //check all files in the directory with suffix
                 for(String name : dir.list.filter[it| it.endsWith(suffix)]){
+                        println(name)
+                        println(count)
                         val file = new File(name);
                         val roots = readModel(EObject, path,  file.name);                       
                         //add a list of metrics
@@ -63,7 +67,8 @@ class GraphReader{
                         for(root : roots){
                                 g.init(root, metrics, name.replaceFirst(suffix, ""), referenceTypes);
                         }
-                        
+
+                        count ++;
                         graphs.add(g);
                 }
                 
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/io/RepMetricsReader.xtend b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/io/RepMetricsReader.xtend
index 6af0b6c7..06e88efc 100644
--- a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/io/RepMetricsReader.xtend
+++ b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/io/RepMetricsReader.xtend
@@ -4,34 +4,62 @@ import ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator.app.Domain
 import ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator.metrics.MetricSampleGroup
 import hu.bme.mit.inf.dslreasoner.domains.yakindu.sgraph.yakindumm.impl.YakindummPackageImpl
 import java.util.HashMap
+import org.eclipse.emf.ecore.EReference
+import org.eclipse.emf.ecore.impl.EcorePackageImpl
 
 /**
  * Read the sample of the distribution of a metric provided the csv file of the metric
  */
 class RepMetricsReader {
+        static var Domain domain;
         static def read(Domain d){
-                var reader = new GraphReader(YakindummPackageImpl.eINSTANCE, '.xmi');
+                var GraphReader reader;
+                if(d == Domain.Yakindumm){
+                        reader = new GraphReader(YakindummPackageImpl.eINSTANCE, '.xmi');
+                }else if (d == Domain.Ecore){
+                        reader = new GraphReader(EcorePackageImpl.eINSTANCE, '.ecore');
+                }else if (d == Domain.Github){
+                        // Initialize the reader with github package
+                }
                 
+                domain = d;
                 
                 var domainRepPath = DataName.REP_PATH + d.name + '/';
                 var rep = new MetricSampleGroup()
                 var out_d = readMetrics(reader, domainRepPath + DataName.OUT_D_REP);
-                rep.mpcSamples = readMetrics(reader, domainRepPath + DataName.MPC_REP).mpcSamples;
+                var mpc = readMetrics(reader, domainRepPath + DataName.MPC_REP);
+                rep.mpcSamples = mpc.mpcSamples;
                 rep.outDegreeSamples = out_d.outDegreeSamples;
                 rep.naSamples = readMetrics(reader, domainRepPath + DataName.NA_REP).naSamples;
                 rep.typedOutDegreeSamples = out_d.typedOutDegreeSamples;
-                rep.edgeTypeSamples = out_d.edgeTypeSamples;
+                rep.edgeTypeSamples = mpc.edgeTypeSamples;
                 
                 //TODO: Parameterize the prior node distribution
                 var nodeTypeSamples = new HashMap<String, Double>();
-                nodeTypeSamples.put('Entry', 0.04257802080554814);
-                nodeTypeSamples.put('Choice', 0.1267671379034409);
-                nodeTypeSamples.put('State', 0.1596092291277674);
-                nodeTypeSamples.put('Transition', 0.6138636969858629);
-                nodeTypeSamples.put('Statechart', 0.010136036276340358);
-                nodeTypeSamples.put('Region', 0.04467858095492131);
-                nodeTypeSamples.put('Exit', 0.0018338223526273673);
-                nodeTypeSamples.put('FinalState', 0.0005334755934915977);
+                if(d == Domain.Yakindumm){
+                        nodeTypeSamples.put('Entry', 0.04257802080554814);
+                        nodeTypeSamples.put('Choice', 0.1267671379034409);
+                        nodeTypeSamples.put('State', 0.1596092291277674);
+                        nodeTypeSamples.put('Transition', 0.6138636969858629);
+                        nodeTypeSamples.put('Statechart', 0.010136036276340358);
+                        nodeTypeSamples.put('Region', 0.04467858095492131);
+                        nodeTypeSamples.put('Exit', 0.0018338223526273673);
+                        nodeTypeSamples.put('FinalState', 0.0005334755934915977);
+                }else if(d ==Domain.Ecore){
+                        nodeTypeSamples.put('EAttribute', 0.23539778449144008);
+                        nodeTypeSamples.put('EClass', 0.33081570996978854);
+                        nodeTypeSamples.put('EReference', 0.30996978851963747);
+                        nodeTypeSamples.put('EPackage', 0.012789526686807653);
+                        nodeTypeSamples.put('EAnnotation', 0.002517623363544813);
+                        nodeTypeSamples.put('EEnumLiteral', 0.07275931520644502);
+                        nodeTypeSamples.put('EEnum', 0.013645518630412891);
+                        nodeTypeSamples.put('EDataType', 0.004028197381671702);
+                        nodeTypeSamples.put('EParameter', 0.005941591137965764);
+                        nodeTypeSamples.put('EGenericType', 0.002014098690835851);
+                        nodeTypeSamples.put('EOperation', 0.009415911379657605);
+                        nodeTypeSamples.put('ETypeParameter', 0.0007049345417925478);   
+                }
+                
                 
                 
                 rep.nodeTypeSamples = nodeTypeSamples;
@@ -42,7 +70,14 @@ class RepMetricsReader {
          * Read representative model
          */
         private static def readMetrics(GraphReader r, String path){
-                var model = r.readModels(path).head;
+                val model = r.readModels(path).head;
+                if(domain == Domain.Ecore){
+                        var refsToRemove = EcorePackageImpl.eINSTANCE.eAllContents.filter(EReference).filter[
+                                it.name.equals('eGenericType') || it.name.equals('eGenericSuperTypes') || it.name.equals('eFactoryInstance') ||
+                                it.name.equals('eGenericExceptions') || it.name.equals('references') || it.name.equals('contents');
+                        ];
+                        refsToRemove.forEach[model.removeReference(it)];
+                }
                 return model.evaluateAllMetricsToSamples();
         }
         
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/metrics/MultiplexParticipationCoefficientMetric.xtend b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/metrics/MultiplexParticipationCoefficientMetric.xtend
index d9c88bb4..eafa49b2 100644
--- a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/metrics/MultiplexParticipationCoefficientMetric.xtend
+++ b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/metrics/MultiplexParticipationCoefficientMetric.xtend
@@ -9,11 +9,11 @@ import org.eclipse.emf.ecore.EObject
 class MultiplexParticipationCoefficientMetric extends Metric {
         public static val countName = "MPCCount";
         public static val valueName = "MPCValue";
-        
+        val formatter = new DecimalFormat("#0.00000");    
         
         override evaluate(GraphStatistic g) {
                 //because the precision issue of double, we translate double values into String to be the key
-                val formatter = new DecimalFormat("#0.00000");     
+                 
                 
                 //get number of different types
                 val typeCounts = g.allTypes.size;
@@ -75,6 +75,6 @@ class MultiplexParticipationCoefficientMetric extends Metric {
                         coef = 0;
                 }
                 
-                return coef;
+                return Double.parseDouble(formatter.format(coef));
         }
 }
\ No newline at end of file
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/validation/ConstraintCollection.xtend b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/validation/ConstraintCollection.xtend
new file mode 100644
index 00000000..685c5836
--- /dev/null
+++ b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/validation/ConstraintCollection.xtend
@@ -0,0 +1,80 @@
+package ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator.validation
+
+import java.util.ArrayList
+import java.util.HashMap
+import java.util.List
+import java.util.Map
+import org.eclipse.emf.common.notify.Notifier
+import org.eclipse.emf.common.util.URI
+import org.eclipse.emf.ecore.resource.impl.ResourceSetImpl
+import org.eclipse.viatra.addon.validation.core.api.IConstraintSpecification
+import org.eclipse.viatra.query.runtime.api.ViatraQueryEngine
+import org.eclipse.viatra.query.runtime.api.impl.BaseGeneratedPatternGroup
+import org.eclipse.viatra.query.runtime.emf.EMFScope
+
+class ConstraintCollection{
+        val constraints = new ArrayList<IConstraintSpecification>();
+        var BaseGeneratedPatternGroup patterns;
+        var List<Notifier> resources = new ArrayList<Notifier>(); 
+        
+        
+        new(List<IConstraintSpecification> constraints, List<String> uris, BaseGeneratedPatternGroup patterns){
+                this.constraints.addAll(constraints);
+                this.patterns = patterns;
+                setURIs(uris);
+        }
+        
+        new(List<IConstraintSpecification> constraints, BaseGeneratedPatternGroup patterns){
+                this.constraints.addAll(constraints);
+                this.patterns = patterns;
+        }
+        
+        def addModel(Notifier n ){
+                resources.add(n);
+        }
+        
+        def setURIs(List<String> uris){
+                val resSet = new ResourceSetImpl();
+                
+                for(uri : uris){
+                        var resource = resSet.getResource(URI.createURI(uri), true);
+                        resources.add(resource);
+                }
+        
+                println('reading model finished')
+        }
+        
+        def List<Integer> calculateViolations(){
+                var results = new ArrayList<Integer>();
+                
+                for(resource : resources){
+                        val engine = initEngine(resource);
+                        var matches = constraints.stream.mapToInt([ele| ele.querySpecification.getMatcher(engine).countMatches]).sum();
+                        results.add(matches);
+                }
+                
+                return results;
+        }
+        
+        def ArrayList<Map<String, Integer>> calculateViolationMaps(){
+                val result = new ArrayList<Map<String, Integer>>()
+                
+                for(resource : resources){
+                        val map = new HashMap<String, Integer>();
+                        val engine = initEngine(resource);
+                        constraints.forEach[
+                                var count = it.querySpecification.getMatcher(engine).countMatches;
+                                map.put(it.querySpecification.simpleName, count);
+                        ];
+                        result.add(map);
+                }
+                return result;
+        }
+        
+        private def initEngine(Notifier r){
+                var engine = ViatraQueryEngine.on(new EMFScope(r));
+                //init patterns with the new engine
+                patterns.prepare(engine);
+                return engine;
+        }
+}
diff --git a/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/validation/ViolationCheck.xtend b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/validation/ViolationCheck.xtend
new file mode 100644
index 00000000..72239e22
--- /dev/null
+++ b/Metrics/Metrics-Calculation/ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator/src/ca/mcgill/ecse/dslreasoner/realistic/metrics/calculator/validation/ViolationCheck.xtend
@@ -0,0 +1,69 @@
+package ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator.validation
+
+import ca.mcgill.ecse.dslreasoner.realistic.metrics.calculator.app.Domain
+import com.google.common.reflect.ClassPath
+import hu.bme.mit.inf.dslreasoner.partialsnapshot_mavo.yakindu.Patterns
+import java.util.ArrayList
+import org.eclipse.emf.ecore.EObject
+import org.eclipse.viatra.addon.validation.core.api.IConstraintSpecification
+
+class ViolationCheck {
+        /**
+         * Return the total number of violations
+         */
+        def static int calculateViolationCounts(EObject root, Domain d){
+                var packageName = '';
+                if(d == Domain.Yakindumm){
+                        packageName = 'constraints.yakindumm';
+                }else if (d == Domain.Ecore){
+                        //TODO: put constraints package names for ecore and github models
+                        return -1;
+                }else if (d == Domain.Github){
+                        return -1;
+                }
+                
+                
+                var constriants = loadConstraints(packageName);
+                var collections = new ConstraintCollection(constriants, Patterns.instance);
+                collections.addModel(root);
+                var results = collections.calculateViolations();
+                if(results.size > 0){
+                        return results.get(0);
+                }else{
+                        throw new IllegalArgumentException("Calculate Violation Failed");
+                }
+        }
+        
+        /**
+         * return a map contain the count for each type of violation
+         */
+        def static violationMaps(EObject root){
+                var constriants = loadConstraints('hu.bme.mit.inf.dslreasoner.partialsnapshot_mavo.yakindu');
+                var collections = new ConstraintCollection(constriants, Patterns.instance);
+                collections.addModel(root);
+                var results = collections.calculateViolationMaps();
+                if(results.size > 0){
+                        return results.get(0);
+                }else{
+                        throw new IllegalArgumentException("Calculate Violation Failed");
+                }
+        }
+        
+        def static loadConstraints(String packageName){
+                val constraints = new ArrayList<IConstraintSpecification>();
+                
+                val classPath = ClassPath.from(ClassLoader.systemClassLoader);
+                val classInfos = classPath.getTopLevelClasses(packageName);
+                
+                for(info : classInfos){
+                        if(info.load.interfaces.contains(IConstraintSpecification)){
+                                //IConstraintSpecification only has one constructor with empty argument list
+                                var constructor = info.load.constructors.get(0);
+                                var instance = constructor.newInstance();
+                                constraints.add(instance as IConstraintSpecification);
+                        }
+                }
+                
+                return constraints
+        }
+}
diff --git a/Metrics/Metrics-Calculation/metrics_plot/Measurements/Measurement1/input/.gitignore b/Metrics/Metrics-Calculation/metrics_plot/Measurements/Measurement1/input/.gitignore
new file mode 100644
index 00000000..b3934b01
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/Measurements/Measurement1/input/.gitignore
@@ -0,0 +1,3 @@
+# ignore everything in this folder
+*
+!.gitignore
\ No newline at end of file
diff --git a/Metrics/Metrics-Calculation/metrics_plot/Measurements/Measurement1/output/yakindumm/MPC.png b/Metrics/Metrics-Calculation/metrics_plot/Measurements/Measurement1/output/yakindumm/MPC.png
new file mode 100644
index 00000000..3ba463f4
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/Measurements/Measurement1/output/yakindumm/MPC.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/Measurements/Measurement1/output/yakindumm/Node_Activity.png b/Metrics/Metrics-Calculation/metrics_plot/Measurements/Measurement1/output/yakindumm/Node_Activity.png
new file mode 100644
index 00000000..ed6c1c43
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/Measurements/Measurement1/output/yakindumm/Node_Activity.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/Measurements/Measurement1/output/yakindumm/Node_Type.png b/Metrics/Metrics-Calculation/metrics_plot/Measurements/Measurement1/output/yakindumm/Node_Type.png
new file mode 100644
index 00000000..bfb0f1fd
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/Measurements/Measurement1/output/yakindumm/Node_Type.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/Measurements/Measurement1/output/yakindumm/Out_Degree.png b/Metrics/Metrics-Calculation/metrics_plot/Measurements/Measurement1/output/yakindumm/Out_Degree.png
new file mode 100644
index 00000000..f7349c93
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/Measurements/Measurement1/output/yakindumm/Out_Degree.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/Measurements/Measurement1/output/yakindumm/Violations.png b/Metrics/Metrics-Calculation/metrics_plot/Measurements/Measurement1/output/yakindumm/Violations.png
new file mode 100644
index 00000000..a8790329
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/Measurements/Measurement1/output/yakindumm/Violations.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/Measurements/Measurement1/src/BoxPlot.ipynb b/Metrics/Metrics-Calculation/metrics_plot/Measurements/Measurement1/src/BoxPlot.ipynb
new file mode 100644
index 00000000..bfae000e
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/Measurements/Measurement1/src/BoxPlot.ipynb
@@ -0,0 +1,338 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "import statistics\n",
+    "import os\n",
+    "import sys\n",
+    "lib_path = os.path.abspath(os.path.join('..','..', '..', 'utils'))\n",
+    "sys.path.append(lib_path)\n",
+    "from GraphType import GraphStat\n",
+    "import readCSV as reader\n",
+    "import constants\n",
+    "import DistributionMetrics as metrics"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def getModels(folderName, numberOfModels):\n",
+    "    filenames = reader.readmultiplefiles(folderName, numberOfModels, False)\n",
+    "    graphStats = [GraphStat(filename) for filename in filenames]\n",
+    "    return graphStats"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Import"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "domain = 'yakindumm'\n",
+    "mpc_guide = getModels('../input/{}/MPC/'.format(domain), 100)\n",
+    "na_guide = getModels('../input/{}/NodeActivity/'.format(domain), 100)\n",
+    "od_guide = getModels('../input/{}/OutDegree/'.format(domain), 100)\n",
+    "nt_guide = getModels('../input/{}/NodeType/'.format(domain), 100)\n",
+    "composite_guide = getModels('../input/{}/Composite/'.format(domain), 100)\n",
+    "composite_no_violations_guide = getModels('../input/{}/Composite_Without_Violations/'.format(domain), 100)\n",
+    "violations_guide = getModels('../input/{}/Violations/'.format(domain), 100)\n",
+    "human = getModels('../input/{}/Human/'.format(domain), 304)\n",
+    "model_types = [human, composite_guide, mpc_guide, na_guide, od_guide, nt_guide, composite_no_violations_guide, violations_guide]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "type_map = {'Entry': 0.04257802080554814, 'Choice': 0.1267671379034409, 'State': 0.1596092291277674, 'Transition': 0.6138636969858629, 'Statechart': 0.010136036276340358, 'Region': 0.04467858095492131, 'Exit': 0.0018338223526273673, 'FinalState': 0.0005334755934915977}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# import rep\n",
+    "mpc_rep = getModels('../input/{}/MPC_REP/'.format(domain), 1)\n",
+    "na_rep = getModels('../input/{}/NA_REP/'.format(domain), 1)\n",
+    "od_rep = getModels('../input/{}/OUT_DEGREE_REP/'.format(domain), 1)\n",
+    "rep = mpc_rep[0]\n",
+    "rep.na = na_rep[0].na\n",
+    "rep.out_d = od_rep[0].out_d\n",
+    "rep.nodeTypeStat = type_map"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Helper Functions"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def calculate_ks(dist1, dist2):\n",
+    "    value, p= metrics.ks_distance(dist1, dist2)\n",
+    "    return value"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def mkdir(path):\n",
+    "    if not os.path.exists(path):\n",
+    "        os.makedirs(path)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Plot Config"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 46,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "labels = ['human', 'combined', 'mpc', 'node activity', 'out degree', 'node type', 'combined_nv', 'violations']\n",
+    "output_path = '../output/{}/'.format(domain)\n",
+    "mkdir(output_path)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Draw diagrams"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 47,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def drawBoxDiagram(title, target, types, distance_func):\n",
+    "    distances = []\n",
+    "    for distributions in types:\n",
+    "        distances.append([distance_func(target, distribution) for distribution in distributions])\n",
+    "    fig, ax1 = plt.subplots()\n",
+    "    fig.set_size_inches(5, 4)\n",
+    "    ax1.set_xticklabels(labels, rotation=45, fontsize=15)\n",
+    "    #plt.title(title, fontsize=20)\n",
+    "    plt.boxplot(distances)\n",
+    "    plt.savefig('{}/{}.png'.format(output_path, title), dpi=500, bbox_inches=\"tight\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 48,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 360x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# draw mpc\n",
+    "mpc_types = []\n",
+    "for models in model_types:\n",
+    "        mpc_types.append([model.mpc for model in models])\n",
+    "drawBoxDiagram('MPC', rep.mpc, mpc_types, calculate_ks)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 49,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 360x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# draw node activity\n",
+    "na_types = []\n",
+    "for models in model_types:\n",
+    "        na_types.append([model.na for model in models])\n",
+    "drawBoxDiagram('Node_Activity', rep.na, na_types, calculate_ks)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 50,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 360x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# draw out degree\n",
+    "out_d_types = []\n",
+    "for models in model_types:\n",
+    "        out_d_types.append([model.out_d for model in models])\n",
+    "drawBoxDiagram('Out_Degree', rep.out_d, out_d_types, calculate_ks)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 51,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def manual_ks(pdf1, pdf2):\n",
+    "    result = 0\n",
+    "    sum1 = 0\n",
+    "    sum2 = 0\n",
+    "    for(a, b) in zip(pdf1, pdf2):\n",
+    "        sum1 += a\n",
+    "        sum2 += b\n",
+    "        result = max(result, abs(sum1-sum2))\n",
+    "    return result\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 52,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 360x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# draw node type\n",
+    "types = rep.nodeTypeStat.keys()\n",
+    "rep_type_dist = [float(rep.nodeTypeStat[key]) for key in types]\n",
+    "node_type_types = []\n",
+    "for models in model_types:\n",
+    "    type_dists = []\n",
+    "    for model in models:\n",
+    "        type_dists.append([float(model.nodeTypeStat.get(key, 0)) for key in types])\n",
+    "    node_type_types.append(type_dists)\n",
+    "\n",
+    "#since we already know the pdf, we can compute the ks distance manually\n",
+    "drawBoxDiagram('Node_Type', rep_type_dist, node_type_types, manual_ks)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 53,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 360x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# draw violations\n",
+    "violation_types = []\n",
+    "for models in model_types:\n",
+    "        violation_types.append([model.violations for model in models])\n",
+    "drawBoxDiagram('Violations', None, violation_types, lambda a, b:b)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-/MPC.png b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-/MPC.png
index 1d17b819..b76e1162 100644
--- a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-/MPC.png
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-/MPC.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-/Node Activity.png b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-/Node Activity.png
index 64eee192..7c1e381e 100644
--- a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-/Node Activity.png
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-/Node Activity.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-/Out Degree.png b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-/Out Degree.png
index eb298324..b6c865a8 100644
--- a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-/Out Degree.png
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-/Out Degree.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-50-500-No-Annotations-Viatra (75 nodes)-/MPC.png b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-50-500-No-Annotations-Viatra (75 nodes)-/MPC.png
new file mode 100644
index 00000000..e734a9c2
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-50-500-No-Annotations-Viatra (75 nodes)-/MPC.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-50-500-No-Annotations-Viatra (75 nodes)-/Node Activity.png b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-50-500-No-Annotations-Viatra (75 nodes)-/Node Activity.png
new file mode 100644
index 00000000..a4f9033f
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-50-500-No-Annotations-Viatra (75 nodes)-/Node Activity.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-50-500-No-Annotations-Viatra (75 nodes)-/Out Degree.png b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-50-500-No-Annotations-Viatra (75 nodes)-/Out Degree.png
new file mode 100644
index 00000000..343550b4
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-50-500-No-Annotations-Viatra (75 nodes)-/Out Degree.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-50-500-Viatra (75 nodes)-/MPC.png b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-50-500-Viatra (75 nodes)-/MPC.png
new file mode 100644
index 00000000..8795605d
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-50-500-Viatra (75 nodes)-/MPC.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-50-500-Viatra (75 nodes)-/Node Activity.png b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-50-500-Viatra (75 nodes)-/Node Activity.png
new file mode 100644
index 00000000..5abfa423
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-50-500-Viatra (75 nodes)-/Node Activity.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-50-500-Viatra (75 nodes)-/Out Degree.png b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-50-500-Viatra (75 nodes)-/Out Degree.png
new file mode 100644
index 00000000..e21d38f8
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-50-500-Viatra (75 nodes)-/Out Degree.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-Human rep-Viatra (75 nodes)-/MPC.png b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-Human rep-Viatra (75 nodes)-/MPC.png
new file mode 100644
index 00000000..d6531283
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-Human rep-Viatra (75 nodes)-/MPC.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-Human rep-Viatra (75 nodes)-/Node Activity.png b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-Human rep-Viatra (75 nodes)-/Node Activity.png
new file mode 100644
index 00000000..f6abf122
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-Human rep-Viatra (75 nodes)-/Node Activity.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-Human rep-Viatra (75 nodes)-/Out Degree.png b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-Human rep-Viatra (75 nodes)-/Out Degree.png
new file mode 100644
index 00000000..aebdb83c
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-Human rep-Viatra (75 nodes)-/Out Degree.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-Human_No_anno-/MPC.png b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-Human_No_anno-/MPC.png
new file mode 100644
index 00000000..b92655a7
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-Human_No_anno-/MPC.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-Human_No_anno-/Node Activity.png b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-Human_No_anno-/Node Activity.png
new file mode 100644
index 00000000..f9004fad
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-Human_No_anno-/Node Activity.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-Human_No_anno-/Out Degree.png b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-Human_No_anno-/Out Degree.png
new file mode 100644
index 00000000..080eda75
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-Human_No_anno-/Out Degree.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-No-Annotations-Viatra (75 nodes)-/MPC.png b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-No-Annotations-Viatra (75 nodes)-/MPC.png
new file mode 100644
index 00000000..3acff7a8
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-No-Annotations-Viatra (75 nodes)-/MPC.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-No-Annotations-Viatra (75 nodes)-/Node Activity.png b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-No-Annotations-Viatra (75 nodes)-/Node Activity.png
new file mode 100644
index 00000000..4c44074c
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-No-Annotations-Viatra (75 nodes)-/Node Activity.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-No-Annotations-Viatra (75 nodes)-/Out Degree.png b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-No-Annotations-Viatra (75 nodes)-/Out Degree.png
new file mode 100644
index 00000000..6a1added
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human-No-Annotations-Viatra (75 nodes)-/Out Degree.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human_anno-Human_No_anno-/MPC.png b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human_anno-Human_No_anno-/MPC.png
new file mode 100644
index 00000000..da20de14
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human_anno-Human_No_anno-/MPC.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human_anno-Human_No_anno-/Node Activity.png b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human_anno-Human_No_anno-/Node Activity.png
new file mode 100644
index 00000000..0c60d130
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human_anno-Human_No_anno-/Node Activity.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human_anno-Human_No_anno-/Out Degree.png b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human_anno-Human_No_anno-/Out Degree.png
new file mode 100644
index 00000000..e2cadbc5
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/Human_anno-Human_No_anno-/Out Degree.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/human_no_xml-human_xml-/MPC.png b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/human_no_xml-human_xml-/MPC.png
new file mode 100644
index 00000000..ccd02aca
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/human_no_xml-human_xml-/MPC.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/human_no_xml-human_xml-/Node Activity.png b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/human_no_xml-human_xml-/Node Activity.png
new file mode 100644
index 00000000..1edf0945
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/human_no_xml-human_xml-/Node Activity.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/human_no_xml-human_xml-/Out Degree.png b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/human_no_xml-human_xml-/Out Degree.png
new file mode 100644
index 00000000..1e70734b
--- /dev/null
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/output/human_no_xml-human_xml-/Out Degree.png
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model comparison/src/plot_ks_stats.py b/Metrics/Metrics-Calculation/metrics_plot/model comparison/src/plot_ks_stats.py
index d761ef82..eb9d4ae2 100644
--- a/Metrics/Metrics-Calculation/metrics_plot/model comparison/src/plot_ks_stats.py
+++ b/Metrics/Metrics-Calculation/metrics_plot/model comparison/src/plot_ks_stats.py
@@ -12,31 +12,31 @@ import DistributionMetrics as metrics
 
 def main():
     # read models
-    human = GraphCollection('../input/yakindumm/human_output_100/', 500, 'Human')
-    human_na = GraphCollection('../input/yakindumm/human_output_100/na_rep/', 1, 'Human rep')
-    human_mpc = GraphCollection('../input/yakindumm/human_output_100/mpc_rep/', 1, 'Human rep')
-    human_od = GraphCollection('../input/yakindumm/human_output_100/od_rep/', 1, 'Human rep')
+    human = GraphCollection('../input/human_30_500_no_xml/', 500, 'human_no_xml')
+    human2 = GraphCollection('../input/human_30_500_xml/', 500, 'human_xml')
+    # human_na = GraphCollection('../input/human_models_50_500/na_rep/', 1, 'Human rep')
+    # human_mpc = GraphCollection('../input/human_models_50_500/mpc_rep/', 1, 'Human rep')
+    # human_od = GraphCollection('../input/human_models_50_500/od_rep/', 1, 'Human rep')
 
-    #viatra75 = GraphCollection('../input/viatra_75/', 500, 'Viatra (75 nodes)')
+    # viatra75 = GraphCollection('../input/viatra_75/', 500, 'Viatra (75 nodes)')
     # viatra30 = GraphCollection('../input/viatraOutput30/', 500,'Viatra (30 nodes)')
     # viatra60 = GraphCollection('../input/viatraOutput60/', 500, 'Viatra (60 nodes)')
     # viatra100 = GraphCollection('../input/viatraOutput100/', 500, 'Viatra (100 nodes)')
     # viatra100R = GraphCollection('../input/realisticViatraOutput_newMetric/', 500, 'Realistic Viatra (100 nodes)')
-    viatra100C = GraphCollection('../input/yakindumm/viatraOutput100C/', 500, 'Viatra consistent (100 nodes)')
+    # viatra100C = GraphCollection('../input/yakindumm/viatraOutput100C/', 500, 'Viatra consistent (100 nodes)')
     # viatra100EE = GraphCollection('../input/realisticViatra_excludeExit/', 500, 'Realistic Viatra no Exit (100 nodes)')
     # viatra100EEF = GraphCollection('../input/realisticViatra_excludeExitFinal/', 500, 'Realistic Viatra no Exit Final (100 nodes)')
-    viatra100NT = GraphCollection('../input/yakindumm/realisticVIatraOutput_nodeTypeKS/', 500, 'Realistic Viatra with Node Type KS (100 nodes)')
+    # viatra100NT = GraphCollection('../input/yakindumm/realisticVIatraOutput_nodeTypeKS/', 500, 'Realistic Viatra with Node Type KS (100 nodes)')
 
     # random = GraphCollection('../input/randomOutput/', 500, 'Random')
     # alloy = GraphCollection('../input/alloy/', 500, 'Alloy (30 nodes)')
     # realistic_viatra = GraphCollection('../input/viatra_output_consistent_100/', 50, 'Realistic Viatra With Some Constraints (100 nodes)')
-    # human100 = GraphCollection('../input/human_output_100/', 304, 'Human')
-    models_to_compare_na = [human, human_na, viatra100C,viatra100NT]
-    models_to_compare_mpc = [human, human_mpc ,viatra100C,viatra100NT]
-    models_to_compare_od = [human, human_od, viatra100C,viatra100NT]
+    models_to_compare_na = [human, human2]
+    models_to_compare_mpc = [human, human2]
+    models_to_compare_od = [human, human2]
     
     # define output folder
-    outputFolder = '../output/Yakindumm/'
+    outputFolder = '../output/'
 
     #calculate metrics
     metricStat(models_to_compare_na, 'Node Activity', nodeActivity, 0, outputFolder)
diff --git a/Metrics/Metrics-Calculation/metrics_plot/model_evolve_comparison/src/representative_selector .ipynb b/Metrics/Metrics-Calculation/metrics_plot/model_evolve_comparison/src/representative_selector .ipynb
index 543b0ab7..8d7b1bc3 100644
--- a/Metrics/Metrics-Calculation/metrics_plot/model_evolve_comparison/src/representative_selector .ipynb
+++ b/Metrics/Metrics-Calculation/metrics_plot/model_evolve_comparison/src/representative_selector .ipynb
@@ -64,16 +64,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 27,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "231"
+       "198"
       ]
      },
-     "execution_count": 3,
+     "execution_count": 27,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -90,7 +90,7 @@
     "    orientation='horizontal'\n",
     ")\n",
     "\n",
-    "humanFiles = reader.readmultiplefiles('../input/human_models_75/', 1300, False)\n",
+    "humanFiles = reader.readmultiplefiles('../input/human_30_500_no_xml/', 1300, False)\n",
     "modelToFileName = {}\n",
     "for name in humanFiles:\n",
     "    modelToFileName[GraphStat(name)] = name\n",
@@ -115,7 +115,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 28,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -164,15 +164,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 29,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "../input/human_models_75\\146.csv\n",
-      "../input/human_models_75\\146.csv\n"
+      "../input/human_30_500_no_xml\\rdm_run_1.csv\n",
+      "../input/human_30_500_no_xml\\rdm_run_1.csv\n"
      ]
     }
    ],
@@ -185,17 +185,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 30,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "average distance:  0.14846721554626746\n",
-      "median:  0.11344781014856264\n",
-      "std:  0.0839789139821567\n",
-      "max: 0.40999194198227235\n",
+      "average distance:  0.1120958646931491\n",
+      "median:  0.07794784580498866\n",
+      "std:  0.10338893965532157\n",
+      "max: 0.8512271307452031\n",
       "min: 0.0\n"
      ]
     }
@@ -242,15 +242,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 31,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "../input/human_models_75\\97.csv\n",
-      "../input/human_models_75\\97.csv\n"
+      "../input/human_30_500_no_xml\\XSHMLMT_run_1.csv\n",
+      "../input/human_30_500_no_xml\\XSHMLMT_run_1.csv\n"
      ]
     }
    ],
@@ -263,17 +263,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 32,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "average distance:  0.16296252607812808\n",
-      "median:  0.11606886657101867\n",
-      "std:  0.1196590575339798\n",
-      "max: 0.49411764705882355\n",
+      "average distance:  0.11606713468404145\n",
+      "median:  0.08615545879696823\n",
+      "std:  0.09424733847431985\n",
+      "max: 0.8536367692994199\n",
       "min: 0.0\n"
      ]
     }
@@ -320,15 +320,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 33,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "../input/human_models_75\\151.csv\n",
-      "../input/human_models_75\\151.csv\n"
+      "../input/human_30_500_no_xml\\Sql_run_1.csv\n",
+      "../input/human_30_500_no_xml\\Sql_run_1.csv\n"
      ]
     }
    ],
@@ -341,17 +341,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 34,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "average distance:  0.18751521685526348\n",
-      "median:  0.13400833829660508\n",
-      "std:  0.13829078925748192\n",
-      "max: 0.5745366639806608\n",
+      "average distance:  0.1365610722702415\n",
+      "median:  0.10589419186354082\n",
+      "std:  0.09795223151686845\n",
+      "max: 0.8574673315618971\n",
       "min: 0.0\n"
      ]
     }
diff --git a/Metrics/Metrics-Calculation/metrics_plot/type_analysis/src/Node Type Analysis.ipynb b/Metrics/Metrics-Calculation/metrics_plot/type_analysis/src/Node Type Analysis.ipynb
index ba62c3b1..8f01040d 100644
--- a/Metrics/Metrics-Calculation/metrics_plot/type_analysis/src/Node Type Analysis.ipynb
+++ b/Metrics/Metrics-Calculation/metrics_plot/type_analysis/src/Node Type Analysis.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -18,7 +18,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -30,7 +30,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -52,7 +52,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 5,
    "metadata": {
     "scrolled": true
    },
@@ -61,24 +61,12 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "['EAttribute', 'EGenericType', 'ETypeParameter', 'EPackage', 'EOperation', 'EStringToStringMapEntry', 'EEnum', 'EDataType', 'EClass', 'EReference', 'EObject', 'EEnumLiteral', 'EAnnotation', 'EParameter']\n"
+      "['EParameter', 'EStringToStringMapEntry', 'EOperation', 'EAttribute', 'ETypeParameter', 'EClass', 'EReference', 'EDataType', 'EGenericType', 'EEnum', 'EAnnotation', 'EEnumLiteral', 'EPackage']\n"
      ]
     },
     {
      "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    },
-    {
-     "data": {
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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -90,7 +78,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -102,7 +90,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -114,7 +102,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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bgN2jKUeS1NfQAE9yK/Ax4NIkB5JsB24EXpbkAeBl3bwkaYKGfg+8qq5bZNXmEdciLZlnbupk5pmYktQoA1ySGuXFrHRS8RR7nUjsgUtSo+yBS9gzV5vsgUtSowxwSWqUAS5JjTLAJalRHsSUlmGUBz09gKrlsgcuSY0ywCWpUQ6hSCeIpQ7FOHTTPnvgktQoA1ySGuUQinQco7zeuNcu16jZA5ekRq2oB57kSuC3gVOAt1eVt1aTRmS1euxr8eDmUn8WJ8uB2GX3wJOcAtwMvBy4DLguyWWjKkySdHwrGUJ5HvBgVT1UVd8E3gNsGU1ZkqRhUlXLe2FyNXBlVf1EN/8a4Ier6g3zttsB7OhmLwU+t8xazwW+tMzXtso2nxxs84lvpe19elVNzV+4kjHwLLDsmL8GVbUT2LmC/Qx2luyvqumVvk9LbPPJwTaf+MbV3pUMoRwALp4zfxHw6MrKkST1tZIA/0tgU5JLkpwKXAvsGU1ZkqRhlj2EUlVPJHkD8EcMvkb4jqq6d2SVHWvFwzANss0nB9t84htLe5d9EFOStLo8E1OSGmWAS1Kj1lyAJ7kyyeeSPJjkhgXWf0+SXd36fUk2Tr7K0erR5jcmuS/Jp5LsTfL01ahzlIa1ec52VyepJE1/5axPe5Nc033O9yZ596RrHLUev9cbktyR5O7ud/sVq1HnKCV5R5LDST6zyPok+a/dz+RTSZ67oh1W1Zp5MDgY+nngGcCpwCeBy+Zt82+Bt3bT1wK7VrvuCbT5xcDp3fRPngxt7rY7E/gI8HFgerXrHvNnvAm4Gzirmz9vteueQJt3Aj/ZTV8GPLzadY+g3S8Engt8ZpH1rwD+F4PzaK4A9q1kf2utB97n9PwtwEw3fTuwOclCJxW1Ymibq+qOqvp6N/txBt+5b1nfyzD8GvCfgL+fZHFj0Ke9rwdurqrHAarq8IRrHLU+bS7gad30P+AEOI+kqj4CfPk4m2wB/nsNfBxYn+SC5e5vrQX4hcAX58wf6JYtuE1VPQF8BThnItWNR582z7WdwV/wlg1tc5LnABdX1QcmWdiY9PmMfxD4wSQfTfLx7kqfLevT5l8FfjzJAeAPgJ+eTGmraqn/3o9rrd3Qoc/p+b1O4W9I7/Yk+XFgGvhnY61o/I7b5iRPAW4CXjepgsasz2e8jsEwyosY/A/rz5I8q6qOjLm2cenT5uuAd1bVf0nyfOB/dG3+zvjLWzUjza+11gPvc3r+d7dJso7Bf72O91+Wta7XJQmSvBT4JeBVVfWNCdU2LsPafCbwLODOJA8zGCvc0/CBzL6/17ur6ltV9VcMLvq2aUL1jUOfNm8HbgOoqo8BpzG46NOJbKSXIFlrAd7n9Pw9wLZu+mrgw9UdHWjU0DZ3wwlvYxDerY+NwpA2V9VXqurcqtpYVRsZjPu/qqr2r065K9bn9/r3GBysJsm5DIZUHppolaPVp82PAJsBkjyTQYDPTrTKydsDvLb7NsoVwFeq6uCy3221j9oucpT2/zA4gv1L3bL/yOAfMAw+5PcCDwJ/ATxjtWueQJv/BDgE3NM99qx2zeNu87xt76Thb6H0/IwD/CZwH/Bp4NrVrnkCbb4M+CiDb6jcA/zIatc8gjbfChwEvsWgt70duB64fs7nfHP3M/n0Sn+vPZVekhq11oZQJEk9GeCS1CgDXJIaZYBLUqMMcElqlAEuSY0ywCWpUf8Po/+Ip3i9SYgAAAAASUVORK5CYII=\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -126,7 +114,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -138,7 +126,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -150,7 +138,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -162,7 +150,7 @@
     },
     {
      "data": {
-      "image/png": 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+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -174,7 +162,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -186,7 +174,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -198,7 +186,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -210,7 +198,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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45qPDpMY8ic+5zwKnDK2vB/ZOYD+SpIOYRLh/HNiY5GlJjgXOB3ZOYD+SpIMY+7RMVT2U5LXA3zD4KOTbq+rWce9nyLKndqaQYz46OOajw0TGPPY3VCVJq89zy0hShwx3SerQ1IR7kjOTfDbJ7iQXL7D9uCRXtu03Jtmw8lWO1whjfn2SzyS5Jcl1SZ66GnWO02JjHup3bpJKMvUfmxtlzEl+qD3Wtyb505WucdxG+Nv+hiTXJ/lE+/s+ezXqHJckb0+yL8mnD7I9SS5r/x63JDlt2TutqiP+wuCN2c8BTweOBT4JPHtenx8H/qAtnw9cudp1r8CYvw/42rb86qNhzK3fY4EPA7uATatd9wo8zhuBTwBPaOsnrXbdKzDm7cCr2/KzgTtXu+5ljvl7gNOATx9k+9nAXzH4ntBm4Mbl7nNajty/ekqDqvpf4MApDYZtAXa05XcDZyRZ6AtV02LRMVfV9VX1QFvdxeA7BdNslMcZ4NeA3wYeXMniJmSUMb8SeEtV3QdQVftWuMZxG2XMBTyuLT+eKf+uTFV9GLj3EF22AFfUwC7ghCQnL2ef0xLu64A9Q+uzrW3BPlX1ELAfeNKKVDcZo4x52FYGz/zTbNExJ3kOcEpVvX8lC5ugUR7nbwK+KclHk+xqZ12dZqOM+Y3Ay5LMAtcAP7Eypa2apf5/X9S0nM99lFMajHTagyky8niSvAzYBHzvRCuavEOOOcmjgEuBC1eqoBUwyuO8hsHUzOkMXp39fZJvqar7J1zbpIwy5pcC76iq30nyncA725i/MvnyVsXY82tajtxHOaXBV/skWcPgpdyhXgYd6UY6jUOSFwC/CLykqr64QrVNymJjfizwLcANSe5kMDe5c8rfVB31b/vqqvpSVf0rg5PsbVyh+iZhlDFvBa4CqKqPAcczOMFWr8Z+2pZpCfdRTmmwE7igLZ8LfKjaOxVTatExtymKP2QQ7NM+DwuLjLmq9lfViVW1oao2MHif4SVVNbM65Y7FKH/b72Pw5jlJTmQwTXPHilY5XqOM+S7gDIAkz2IQ7nMrWuXK2gm8on1qZjOwv6ruXtY9rva7yEt4t/ls4F8YvMv+i63tVxn854bBg//nwG7gH4Gnr3bNKzDmDwL3ADe3y87VrnnSY57X9wam/NMyIz7OAd7E4DcRPgWcv9o1r8CYnw18lMEnaW4GXrjaNS9zvH8G3A18icFR+lbgVcCrhh7jt7R/j0+N4+/a0w9IUoemZVpGkrQEhrskdchwl6QOGe6S1CHDXZI6ZLhLUocMd0nq0P8BUMBOFFP0AMIAAAAASUVORK5CYII=\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -222,7 +210,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -234,7 +222,7 @@
     }
    ],
    "source": [
-    "drawTypeDistributions('../input/human_models_75/', 1500)"
+    "drawTypeDistributions('../input/human/', 1500)"
    ]
   },
   {
@@ -433,7 +421,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -467,25 +455,28 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "{'EAnnotation': 0.04240463215258856, 'EClass': 0.1558242506811989, 'EAttribute': 0.12880336058128974, 'EStringToStringMapEntry': 0.07317211625794733, 'EGenericType': 0.3791439600363306, 'EReference': 0.14208673932788374, 'EPackage': 0.01759763851044505, 'EDataType': 0.005619891008174387, 'EEnumLiteral': 0.03139191643960036, 'EEnum': 0.008174386920980926, 'EOperation': 0.009366485013623978, 'EParameter': 0.00607402361489555, 'ETypeParameter': 0.00022706630336058128, 'EObject': 0.00011353315168029064}\n"
+      "0.9999999999999998\n",
+      "{'EAttribute': 0.23539778449144008, 'EClass': 0.30996978851963747, 'EReference': 0.33081570996978854, 'EPackage': 0.012789526686807653, 'EAnnotation': 0.002517623363544813, 'EEnumLiteral': 0.07275931520644502, 'EEnum': 0.013645518630412891, 'EDataType': 0.004028197381671702, 'EParameter': 0.005941591137965764, 'EGenericType': 0.002014098690835851, 'EOperation': 0.009415911379657605, 'ETypeParameter': 0.0007049345417925478}\n"
      ]
     }
    ],
    "source": [
     "import numpy as np\n",
     "import scipy.stats as stats\n",
-    "graphStats = getModels('../input/human_models_75/', 1500)\n",
-    "totalNodes = sum(list(map(lambda g: g.numNodes, graphStats)))[0]\n",
+    "graphStats = getModels('../input/human_30_500_no_xml/', 1500)\n",
+    "totalNodes = 0\n",
     "typeMap = {}\n",
     "for g in graphStats:\n",
     "    gKeys = g.nodeTypeStat.keys()\n",
     "    size = g.numNodes[0]\n",
+    "    totalNodes += size\n",
     "    for key in gKeys:\n",
     "        curNum = typeMap.get(key, 0)\n",
     "        typeMap[key] = curNum + float(g.nodeTypeStat[key]) * size\n",
-    "\n",
+    "        \n",
     "for key in typeMap.keys():\n",
     "    typeMap[key] /= totalNodes\n",
+    "print(sum(typeMap.values()))\n",
     "print(typeMap)"
    ]
   },
@@ -550,32 +541,70 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 20,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "466\n",
+      "30\n",
+      "100\n",
+      "198\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "(array([107.,  37.,  18.,  16.,   8.,   2.,   3.,   2.,   3.,   2.]),\n",
+       " array([ 30. ,  73.6, 117.2, 160.8, 204.4, 248. , 291.6, 335.2, 378.8,\n",
+       "        422.4, 466. ]),\n",
+       " <a list of 10 Patch objects>)"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "import matplotlib.pyplot as plt\n",
     "from shutil import copyfile\n",
+    "import statistics \n",
     "\n",
-    "# graphStats = getModels('../input/human_models/', 1500)\n",
-    "# sizes = []\n",
-    "filenames = reader.readmultiplefiles('../input/human_models/', 1500, False)\n",
+    "graphStats = getModels('../input/human_30_500_no_xml/', 1500)\n",
+    "sizes = []\n",
+    "filenames = reader.readmultiplefiles('../input/human/', 1500, False)\n",
     "count = 1\n",
-    "for filename in filenames:\n",
-    "    graphStat = GraphStat(filename)\n",
-    "    size = graphStat.numNodes[0]\n",
-    "    if(size <= 87 and size >= 67):\n",
-    "        copyfile(filename, '../input/human_models_75/{}.csv'.format(count))\n",
-    "        count+=1\n",
-    "        \n",
+    "# for filename in filenames:\n",
+    "#     graphStat = GraphStat(filename)\n",
+    "#     size = graphStat.numNodes[0]\n",
+    "#     if size >= 30 and size <= 500 and not ('EAnnotation' in graphStat.nodeTypeStat.keys() and 'EStringToStringMapEntry' in graphStat.nodeTypeStat.keys()):\n",
+    "#         copyfile(filename, filename.replace('human', 'human_30_500_no_xml'))\n",
     "        \n",
     "        \n",
-    "# for g in graphStats:\n",
-    "# size = g.numNodes[0]\n",
-    "    \n",
-    "# print(min(sizes))\n",
-    "# print(len(sizes))\n",
-    "# plt.hist(sizes, bins=10)\n"
+    "for g in graphStats:\n",
+    "    size = g.numNodes[0]\n",
+    "    if size >= 30 and size <= 500 and not ('EAnnotation' in g.nodeTypeStat.keys() and 'EStringToStringMapEntry' in g.nodeTypeStat.keys()):\n",
+    "        sizes.append(g.numNodes[0])\n",
+    "print(max(sizes))\n",
+    "print(min(sizes))\n",
+    "print(statistics.mean(sizes))\n",
+    "print(len(sizes))\n",
+    "plt.hist(sizes, bins=10)\n"
    ]
   },
   {
diff --git a/Metrics/Metrics-Calculation/metrics_plot/utils/GraphType.py b/Metrics/Metrics-Calculation/metrics_plot/utils/GraphType.py
index feb9a0a9..0a9a95c5 100644
--- a/Metrics/Metrics-Calculation/metrics_plot/utils/GraphType.py
+++ b/Metrics/Metrics-Calculation/metrics_plot/utils/GraphType.py
@@ -30,3 +30,6 @@ class GraphStat:
             self.id = (contents[constants.STATE_ID])[0]
         if constants.Node_TYPE_KEY in contents:
             self.nodeTypeStat = contents[constants.Node_TYPE_KEY]
+        if constants.VIOLATION in contents:
+            self.violations = int(contents[constants.VIOLATION][0])
+
diff --git a/Metrics/Metrics-Calculation/metrics_plot/utils/constants.py b/Metrics/Metrics-Calculation/metrics_plot/utils/constants.py
index 51e538f8..be115a05 100644
--- a/Metrics/Metrics-Calculation/metrics_plot/utils/constants.py
+++ b/Metrics/Metrics-Calculation/metrics_plot/utils/constants.py
@@ -28,3 +28,5 @@ HUMAN_MPC_REP = '../input/humanOutput/R_2016324_run_1.csv'
 
 HUMAN_NA_REP = '../input/humanOutput/R_2017419_run_1.csv'
 
+VIOLATION = 'violations'
+
diff --git a/Metrics/Metrics-Calculation/metrics_plot/utils/readCSV.py b/Metrics/Metrics-Calculation/metrics_plot/utils/readCSV.py
index 1cec2f0c..394168d8 100644
--- a/Metrics/Metrics-Calculation/metrics_plot/utils/readCSV.py
+++ b/Metrics/Metrics-Calculation/metrics_plot/utils/readCSV.py
@@ -30,6 +30,8 @@ def readcsvfile(filename):
             elif(arr[0] == constants.NODE_TYPE):
                 types = data[i+1].replace('\n', '').split(',')
                 numbers = data[i+2].replace('\n', '').split(',')
+                #convert number to floats
+                numbers = [float(n) for n in numbers]
                 contents[constants.Node_TYPE_KEY] = {t : n for t, n in zip(types, numbers)}
             # NA and OD are integers, and store other information as string
             else: