From d70fc3eee27281c9552a4a812a91f085113807f1 Mon Sep 17 00:00:00 2001
From: AxelCarayon <axel.carayon@gmail.com>
Date: Tue, 26 Apr 2022 16:42:57 +0200
Subject: [PATCH] refactoring to make code more generic

---
 .gitignore                                    |     2 +
 LICENSE                                       |     2 +-
 outputToGraph.py                              |    49 +-
 src/main/java/RunExperiment.java              |    54 +
 src/main/java/agents/Agent.java               |     6 +
 src/main/java/agents/Agent2D.java             |     8 +
 src/main/java/agents/RandomWalkingAgent.java  |   102 +
 src/main/java/agents/SEIRSAgent.java          |    13 +
 .../java/agents/states/ExposedSEIRSState.java |    20 +
 .../agents/states/InfectedSEIRSState.java     |    20 +
 .../agents/states/RecoveredSEIRSState.java    |    22 +
 .../states/SEIRSState.java}                   |    10 +-
 .../agents/states/SuceptibleSEIRSState.java   |    20 +
 src/main/java/environment/Environment.java    |     4 +
 src/main/java/environment/Environment2D.java  |    10 +
 .../SEIRSEnvironment.java}                    |    54 +-
 .../java/environment/SquareEnvironment2D.java |    16 +
 src/main/java/models/Parameters.java          |     1 +
 .../java/scheduler/AsynchronousScheduler.java |     4 +
 .../scheduler/FairAsynchronousScheduler.java  |    17 +-
 .../scheduler/FairSynchronousScheduler.java   |    26 +-
 src/main/java/scheduler/Scheduler.java        |    10 +
 .../java/scheduler/SynchronousScheduler.java  |    12 +
 src/main/java/sma/SEIRS_SMA.java              |   109 +
 src/main/java/sma/SMA.java                    |   138 +-
 src/main/java/sma/agents/Agent.java           |    17 -
 .../java/sma/agents/RandomWalkingAgent.java   |    96 -
 .../java/sma/agents/states/ExposedState.java  |    22 -
 .../java/sma/agents/states/InfectedState.java |    22 -
 .../sma/agents/states/RecoveredState.java     |    22 -
 .../sma/agents/states/SuceptibleState.java    |    24 -
 .../java/sma/environment/Environment.java     |    24 -
 src/main/java/sma/scheduler/Scheduler.java    |     6 -
 src/main/java/utils/Pair.java                 |    35 +-
 src/main/java/utils/StatsRecorder.java        |    20 +-
 src/main/java/utils/YamlReader.java           |     3 +-
 .../java/view/DisplaySquaredEnvironment.java  |    49 +-
 src/main/java/view/FrameBuilder.java          |     3 +-
 src/main/java/view/StatisticsCanvas.java      |    16 +-
 src/main/resources/META-INF/MANIFEST.MF       |     2 +-
 src/main/resources/output.png                 |   Bin 0 -> 61669 bytes
 src/main/resources/parameters.yaml            |    24 +-
 src/main/resources/pythonOutput/.getkeep      |     0
 target/classes/META-INF/MANIFEST.MF           |     2 +-
 target/classes/output.csv                     | 10208 +---------------
 target/classes/output.png                     |   Bin 0 -> 61669 bytes
 target/classes/parameters.yaml                |    24 +-
 target/classes/pythonOutput/.getkeep          |     0
 target/classes/pythonOutput/output0.csv       |  1001 ++
 target/classes/pythonOutput/output0.png       |   Bin 0 -> 58218 bytes
 target/classes/pythonOutput/output1.csv       |  1001 ++
 target/classes/pythonOutput/output1.png       |   Bin 0 -> 64977 bytes
 target/classes/pythonOutput/output2.csv       |  1001 ++
 target/classes/pythonOutput/output2.png       |   Bin 0 -> 64463 bytes
 target/classes/pythonOutput/output3.csv       |  1001 ++
 target/classes/pythonOutput/output3.png       |   Bin 0 -> 65975 bytes
 target/classes/pythonOutput/output4.csv       |  1001 ++
 target/classes/pythonOutput/output4.png       |   Bin 0 -> 67370 bytes
 target/classes/pythonOutput/output5.csv       |  1001 ++
 target/classes/pythonOutput/output5.png       |   Bin 0 -> 66971 bytes
 target/classes/pythonOutput/output6.csv       |  1001 ++
 target/classes/pythonOutput/output6.png       |   Bin 0 -> 67472 bytes
 target/classes/pythonOutput/output7.csv       |  1001 ++
 target/classes/pythonOutput/output7.png       |   Bin 0 -> 66919 bytes
 target/classes/pythonOutput/output8.csv       |  1001 ++
 target/classes/pythonOutput/output8.png       |   Bin 0 -> 66131 bytes
 target/classes/pythonOutput/output9.csv       |  1001 ++
 target/classes/pythonOutput/output9.png       |   Bin 0 -> 67182 bytes
 68 files changed, 10835 insertions(+), 10523 deletions(-)
 create mode 100644 src/main/java/RunExperiment.java
 create mode 100644 src/main/java/agents/Agent.java
 create mode 100644 src/main/java/agents/Agent2D.java
 create mode 100644 src/main/java/agents/RandomWalkingAgent.java
 create mode 100644 src/main/java/agents/SEIRSAgent.java
 create mode 100644 src/main/java/agents/states/ExposedSEIRSState.java
 create mode 100644 src/main/java/agents/states/InfectedSEIRSState.java
 create mode 100644 src/main/java/agents/states/RecoveredSEIRSState.java
 rename src/main/java/{sma/agents/states/State.java => agents/states/SEIRSState.java} (64%)
 create mode 100644 src/main/java/agents/states/SuceptibleSEIRSState.java
 create mode 100644 src/main/java/environment/Environment.java
 create mode 100644 src/main/java/environment/Environment2D.java
 rename src/main/java/{sma/environment/SquaredChunksEnvironment.java => environment/SEIRSEnvironment.java} (73%)
 create mode 100644 src/main/java/environment/SquareEnvironment2D.java
 create mode 100644 src/main/java/scheduler/AsynchronousScheduler.java
 rename src/main/java/{sma => }/scheduler/FairAsynchronousScheduler.java (67%)
 rename src/main/java/{sma => }/scheduler/FairSynchronousScheduler.java (57%)
 create mode 100644 src/main/java/scheduler/Scheduler.java
 create mode 100644 src/main/java/scheduler/SynchronousScheduler.java
 create mode 100644 src/main/java/sma/SEIRS_SMA.java
 delete mode 100644 src/main/java/sma/agents/Agent.java
 delete mode 100644 src/main/java/sma/agents/RandomWalkingAgent.java
 delete mode 100644 src/main/java/sma/agents/states/ExposedState.java
 delete mode 100644 src/main/java/sma/agents/states/InfectedState.java
 delete mode 100644 src/main/java/sma/agents/states/RecoveredState.java
 delete mode 100644 src/main/java/sma/agents/states/SuceptibleState.java
 delete mode 100644 src/main/java/sma/environment/Environment.java
 delete mode 100644 src/main/java/sma/scheduler/Scheduler.java
 create mode 100644 src/main/resources/output.png
 create mode 100644 src/main/resources/pythonOutput/.getkeep
 create mode 100644 target/classes/output.png
 create mode 100644 target/classes/pythonOutput/.getkeep
 create mode 100644 target/classes/pythonOutput/output0.csv
 create mode 100644 target/classes/pythonOutput/output0.png
 create mode 100644 target/classes/pythonOutput/output1.csv
 create mode 100644 target/classes/pythonOutput/output1.png
 create mode 100644 target/classes/pythonOutput/output2.csv
 create mode 100644 target/classes/pythonOutput/output2.png
 create mode 100644 target/classes/pythonOutput/output3.csv
 create mode 100644 target/classes/pythonOutput/output3.png
 create mode 100644 target/classes/pythonOutput/output4.csv
 create mode 100644 target/classes/pythonOutput/output4.png
 create mode 100644 target/classes/pythonOutput/output5.csv
 create mode 100644 target/classes/pythonOutput/output5.png
 create mode 100644 target/classes/pythonOutput/output6.csv
 create mode 100644 target/classes/pythonOutput/output6.png
 create mode 100644 target/classes/pythonOutput/output7.csv
 create mode 100644 target/classes/pythonOutput/output7.png
 create mode 100644 target/classes/pythonOutput/output8.csv
 create mode 100644 target/classes/pythonOutput/output8.png
 create mode 100644 target/classes/pythonOutput/output9.csv
 create mode 100644 target/classes/pythonOutput/output9.png

diff --git a/.gitignore b/.gitignore
index c578a02..eea908e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -20,6 +20,8 @@
 *.rar
 
 src/main/resources/output.csv
+src/main/resources/pythonOutput/*.csv
+src/main/resources/pythonOutput/*.png
 
 # virtual machine crash logs, see http://www.java.com/en/download/help/error_hotspot.xml
 hs_err_pid*
diff --git a/LICENSE b/LICENSE
index 261eeb9..9ea99b2 100644
--- a/LICENSE
+++ b/LICENSE
@@ -127,7 +127,7 @@
       reproduction, and distribution of the Work otherwise complies with
       the conditions stated in this License.
 
-   5. Submission of Contributions. Unless You explicitly state otherwise,
+   5. Submission of Contributions. Unless You explicitly SEIRSState otherwise,
       any Contribution intentionally submitted for inclusion in the Work
       by You to the Licensor shall be under the terms and conditions of
       this License, without any additional terms or conditions.
diff --git a/outputToGraph.py b/outputToGraph.py
index 52739c5..ed40da3 100644
--- a/outputToGraph.py
+++ b/outputToGraph.py
@@ -1,12 +1,28 @@
 import csv
+import yaml
 import matplotlib.pyplot as plt
 
+OUTPUT_FILE_LOCATION = 'src/main/resources/output.csv'
+OUTPUT_FOLDER = 'src/main/resources/pythonOutput'
+JAR_LOCATION = 'out/artifacts/SMA_SEIR_jar/SMA-SEIR.jar'
+YAML_FILE = 'src/main/resources/parameters.yaml'
+
 def readCSV(fileName):
     with open(fileName, 'r') as csvfile:
         reader = csv.reader(csvfile)
         return list(reader)
 
-def showDiagram(data):
+def getValues() :
+    with open(YAML_FILE, 'r') as file:
+        data = yaml.safe_load(file)
+        incubation = data['incubationRate']
+        infection = data['infectionRate']
+        recovery = data['recoveryRate']
+        looseImmunity = data['looseImmunityRate']
+    return f"incubationRate : {incubation} InfectionRate : {infection}\n RecoveryRate : {recovery} LooseImmunityRate : {looseImmunity}"
+
+def makeDiagram(fileName):
+    data = readCSV(fileName)
     suceptible = []
     exposed = []
     recovred = []
@@ -18,6 +34,7 @@ def showDiagram(data):
         recovred.append(int(row[2]))
         infected.append(int(row[3]))
     
+    plt.title(getValues())
     plt.plot(suceptible, label='Suceptible', color='gray')
     plt.plot(exposed, label='Exposed', color='yellow')
     plt.plot(infected, label='Infected', color='red')
@@ -25,14 +42,36 @@ def showDiagram(data):
     plt.xlabel('Cycles')
     plt.ylabel('Peoples')
     plt.legend()
-    plt.show()
+    plt.savefig(f'{fileName.split(".")[0]}.png')
+    #plt.show()
+    plt.close()
 
 def runJavaJar(fileName):
     import subprocess
     subprocess.call(['java', '-jar', fileName])
+
+def copyToOutputFolder(fileName):
+    import shutil
+    shutil.copy(OUTPUT_FILE_LOCATION, f"{OUTPUT_FOLDER}/{fileName}")
+    
+def createFile():
+    with open(OUTPUT_FILE_LOCATION, 'w') as file:
+        file.write('')
+
+def editYaml(key,value):
+    with open(YAML_FILE, 'r') as file:
+        data = yaml.safe_load(file)
+    data[key] = value
     
-runJavaJar('out/artifacts/SMA_SEIR_jar/SMA-SEIR.jar')
+    with open(YAML_FILE, 'w') as file:
+        yaml.dump(data, file)
 
-# data = readCSV("src/main/resources/output.csv")
+# if __name__ == "__main__":
+#     for i in range(10):
+#         editYaml("infectionRate", 0.05+(0.05*i))
+#         runJavaJar(JAR_LOCATION)
+#         copyToOutputFolder(f"output{i}.csv")
+#         makeDiagram(f"{OUTPUT_FOLDER}/output{i}.csv")
 
-# showDiagram(data)
\ No newline at end of file
+runJavaJar(JAR_LOCATION)
+makeDiagram(OUTPUT_FILE_LOCATION)
\ No newline at end of file
diff --git a/src/main/java/RunExperiment.java b/src/main/java/RunExperiment.java
new file mode 100644
index 0000000..2084dc0
--- /dev/null
+++ b/src/main/java/RunExperiment.java
@@ -0,0 +1,54 @@
+import agents.RandomWalkingAgent;
+import agents.SEIRSAgent;
+import agents.states.InfectedSEIRSState;
+import environment.SEIRSEnvironment;
+import models.Parameters;
+import scheduler.FairAsynchronousScheduler;
+import scheduler.FairSynchronousScheduler;
+import scheduler.Scheduler;
+import sma.SEIRS_SMA;
+import sma.SMA;
+import utils.YamlReader;
+
+import java.awt.*;
+import java.util.Random;
+
+public class RunExperiment {
+
+    public static void main(String[] args) {
+        SMA sma = new SEIRS_SMA();
+        Parameters parameters = YamlReader.getParams();
+        Random r = new Random(parameters.getSeed());
+
+        SEIRSAgent[] agents = new RandomWalkingAgent[parameters.getPopulation()];
+        Scheduler scheduler;
+        SEIRSEnvironment environment = new SEIRSEnvironment(parameters.getSize(),agents);
+
+        //Populate agents
+        for (int i = 0; i<parameters.getPopulation();i++) {
+            Point position = new Point(r.nextInt(parameters.getSize()),r.nextInt(parameters.getSize()));
+            RandomWalkingAgent agent = new RandomWalkingAgent(position,parameters.getSeed()+i,environment);
+            agents[i] = agent;
+        }
+
+        //Infect agents
+        for (int i=0 ; i< parameters.getNbOfPatientZero(); i++) {
+            SEIRSAgent agent = agents[(r.nextInt(parameters.getPopulation()))];
+            while (agent.getState() instanceof InfectedSEIRSState) {
+                agent = agents[(r.nextInt(parameters.getPopulation()))];
+            }
+            agent.changeState(new InfectedSEIRSState(agent));
+        }
+
+        //create scheduler
+        if (parameters.isSynchronousMode()) {
+            scheduler = new FairSynchronousScheduler(parameters.getSeed());
+        } else {
+            scheduler = new FairAsynchronousScheduler();
+        }
+
+        sma.init(environment,scheduler,agents);
+        sma.run();
+    }
+
+}
diff --git a/src/main/java/agents/Agent.java b/src/main/java/agents/Agent.java
new file mode 100644
index 0000000..07fba3c
--- /dev/null
+++ b/src/main/java/agents/Agent.java
@@ -0,0 +1,6 @@
+package agents;
+
+public interface Agent {
+
+    void wakeUp();
+}
diff --git a/src/main/java/agents/Agent2D.java b/src/main/java/agents/Agent2D.java
new file mode 100644
index 0000000..efc183b
--- /dev/null
+++ b/src/main/java/agents/Agent2D.java
@@ -0,0 +1,8 @@
+package agents;
+
+import java.awt.*;
+
+public interface Agent2D extends Agent {
+
+    Point getPosition();
+}
diff --git a/src/main/java/agents/RandomWalkingAgent.java b/src/main/java/agents/RandomWalkingAgent.java
new file mode 100644
index 0000000..09f3c0b
--- /dev/null
+++ b/src/main/java/agents/RandomWalkingAgent.java
@@ -0,0 +1,102 @@
+package agents;
+
+import agents.states.InfectedSEIRSState;
+import agents.states.SEIRSState;
+import agents.states.SuceptibleSEIRSState;
+import environment.SquareEnvironment2D;
+import environment.SEIRSEnvironment;
+import utils.YamlReader;
+
+import java.awt.Point;
+import java.util.Random;
+
+public class RandomWalkingAgent implements SEIRSAgent {
+
+    private Point position;
+    private final Random r;
+    private final SEIRSEnvironment environment;
+    private SEIRSState SEIRSState;
+
+    public RandomWalkingAgent(Point position, int seed, SEIRSEnvironment environment) {
+        this.position = position;
+        this.SEIRSState = new SuceptibleSEIRSState(this);
+        this.environment = environment;
+        this.r = new Random(seed);
+    }
+
+    private void move() {
+        SEIRSState.onMovement();
+        int move = r.nextInt(4);
+        Point newPosition = switch (move) {
+            case SquareEnvironment2D.LEFT -> new Point(position.x- SEIRSEnvironment.RADIUS,position.y);
+            case SquareEnvironment2D.RIGHT -> new Point(position.x+ SEIRSEnvironment.RADIUS,position.y);
+            case SquareEnvironment2D.UP -> new Point(position.x,position.y- SEIRSEnvironment.RADIUS);
+            case SquareEnvironment2D.DOWN -> new Point(position.x,position.y+ SEIRSEnvironment.RADIUS);
+            default -> throw new IllegalStateException("Unexpected value: " + move);
+        };
+        if (newPosition.x <= environment.getSize()-1 && newPosition.x >= 0 && newPosition.y <= environment.getSize()-1 && newPosition.y >=0 ) {
+            environment.notifyNewPosition(position,newPosition ,this);
+            position = newPosition;
+        }
+    }
+
+    @Override
+    public void wakeUp() {
+        move();
+    }
+
+
+    @Override
+    public void changeState(SEIRSState SEIRSState) { this.SEIRSState = SEIRSState; }
+
+    @Override
+    public boolean isExposed() {
+        boolean isExposed = false;
+        for (SEIRSAgent neighbor: environment.getNeighbors(position)) {
+            if ((neighbor).getState() instanceof InfectedSEIRSState) {
+                int roll = r.nextInt(10000)+1;
+                if (roll <= YamlReader.getParams().getInfectionRate()*10000) {
+                    isExposed = true;
+                }
+            }
+        }
+        return isExposed;
+    }
+
+    @Override
+    public boolean isInfected() {
+        boolean isSick = false;
+        int roll = r.nextInt(10000)+1;
+        if (roll <= YamlReader.getParams().getIncubationRate()*10000) {
+            isSick = true;
+        }
+        return isSick;
+    }
+
+    @Override
+    public boolean isRecovered() {
+        boolean isHealed = false;
+        int roll = r.nextInt(10000)+1;
+        if (roll <= YamlReader.getParams().getRecoveryRate()*10000) {
+            isHealed = true;
+        }
+        return isHealed;
+    }
+
+    @Override
+    public boolean hasLostImmunity() {
+        boolean hasLostImmunity = false;
+        int roll = r.nextInt(10000)+1;
+        if (roll <= YamlReader.getParams().getLooseImmunityRate()*10000) {
+            hasLostImmunity = true;
+        }
+        return hasLostImmunity;
+    }
+
+    @Override
+    public SEIRSState getState() { return this.SEIRSState; }
+
+    @Override
+    public Point getPosition() { return position; }
+
+}
diff --git a/src/main/java/agents/SEIRSAgent.java b/src/main/java/agents/SEIRSAgent.java
new file mode 100644
index 0000000..b926e8d
--- /dev/null
+++ b/src/main/java/agents/SEIRSAgent.java
@@ -0,0 +1,13 @@
+package agents;
+
+import agents.states.SEIRSState;
+
+public interface SEIRSAgent extends Agent2D {
+
+    void changeState(SEIRSState SEIRSState);
+    SEIRSState getState();
+    boolean isExposed();
+    boolean isInfected();
+    boolean isRecovered();
+    boolean hasLostImmunity();
+}
diff --git a/src/main/java/agents/states/ExposedSEIRSState.java b/src/main/java/agents/states/ExposedSEIRSState.java
new file mode 100644
index 0000000..b4b39c3
--- /dev/null
+++ b/src/main/java/agents/states/ExposedSEIRSState.java
@@ -0,0 +1,20 @@
+package agents.states;
+
+public class ExposedSEIRSState extends SEIRSState {
+
+    public ExposedSEIRSState(agents.SEIRSAgent SEIRSAgent) {
+        super(SEIRSAgent);
+    }
+
+    @Override
+    public void onMovement() {
+        if (agent.isInfected()) {
+            agent.changeState(new InfectedSEIRSState(agent));
+        }
+    }
+
+    @Override
+    public String toString() {
+        return EXPOSED;
+    }
+}
diff --git a/src/main/java/agents/states/InfectedSEIRSState.java b/src/main/java/agents/states/InfectedSEIRSState.java
new file mode 100644
index 0000000..db3bfc8
--- /dev/null
+++ b/src/main/java/agents/states/InfectedSEIRSState.java
@@ -0,0 +1,20 @@
+package agents.states;
+
+public class InfectedSEIRSState extends SEIRSState {
+
+    public InfectedSEIRSState(agents.SEIRSAgent SEIRSAgent) {
+        super(SEIRSAgent);
+    }
+
+    @Override
+    public void onMovement() {
+        if (agent.isRecovered()) {
+            agent.changeState(new RecoveredSEIRSState(agent));
+        }
+    }
+
+    @Override
+    public String toString() {
+        return INFECTED;
+    }
+}
diff --git a/src/main/java/agents/states/RecoveredSEIRSState.java b/src/main/java/agents/states/RecoveredSEIRSState.java
new file mode 100644
index 0000000..f964324
--- /dev/null
+++ b/src/main/java/agents/states/RecoveredSEIRSState.java
@@ -0,0 +1,22 @@
+package agents.states;
+
+import agents.SEIRSAgent;
+
+public class RecoveredSEIRSState extends SEIRSState {
+
+    public RecoveredSEIRSState(SEIRSAgent SEIRSAgent) {
+        super(SEIRSAgent);
+    }
+
+    @Override
+    public void onMovement() {
+        if (agent.hasLostImmunity()) {
+            agent.changeState(new SuceptibleSEIRSState(agent));
+        }
+    }
+
+    @Override
+    public String toString() {
+        return RECOVERED;
+    }
+}
diff --git a/src/main/java/sma/agents/states/State.java b/src/main/java/agents/states/SEIRSState.java
similarity index 64%
rename from src/main/java/sma/agents/states/State.java
rename to src/main/java/agents/states/SEIRSState.java
index c797634..78725a4 100644
--- a/src/main/java/sma/agents/states/State.java
+++ b/src/main/java/agents/states/SEIRSState.java
@@ -1,17 +1,17 @@
-package sma.agents.states;
+package agents.states;
 
-import sma.agents.Agent;
+import agents.SEIRSAgent;
 
-public abstract class State {
+public abstract class SEIRSState {
 
     public final static String EXPOSED = "EXPOSED";
     public final static String INFECTED = "INFECTED";
     public final static String SUCEPTIBLE = "SUCEPTIBLE";
     public final static String RECOVERED = "RECOVERED";
 
-    protected Agent agent;
+    protected final agents.SEIRSAgent agent;
 
-    State(Agent agent) {
+    SEIRSState(SEIRSAgent agent) {
         this.agent = agent;
     }
 
diff --git a/src/main/java/agents/states/SuceptibleSEIRSState.java b/src/main/java/agents/states/SuceptibleSEIRSState.java
new file mode 100644
index 0000000..f333f05
--- /dev/null
+++ b/src/main/java/agents/states/SuceptibleSEIRSState.java
@@ -0,0 +1,20 @@
+package agents.states;
+
+public class SuceptibleSEIRSState extends SEIRSState {
+
+    public SuceptibleSEIRSState(agents.SEIRSAgent SEIRSAgent) {
+        super(SEIRSAgent);
+    }
+
+    @Override
+    public void onMovement() {
+        if (agent.isExposed()) {
+            agent.changeState(new ExposedSEIRSState(agent));
+        }
+    }
+
+    @Override
+    public String toString() {
+        return SUCEPTIBLE;
+    }
+}
diff --git a/src/main/java/environment/Environment.java b/src/main/java/environment/Environment.java
new file mode 100644
index 0000000..100ed08
--- /dev/null
+++ b/src/main/java/environment/Environment.java
@@ -0,0 +1,4 @@
+package environment;
+
+public interface Environment {
+}
diff --git a/src/main/java/environment/Environment2D.java b/src/main/java/environment/Environment2D.java
new file mode 100644
index 0000000..59a1643
--- /dev/null
+++ b/src/main/java/environment/Environment2D.java
@@ -0,0 +1,10 @@
+package environment;
+
+import agents.Agent;
+
+import java.awt.*;
+
+public interface Environment2D extends Environment {
+
+    void notifyNewPosition(Point oldPosition, Point newPosition, Agent agent);
+}
diff --git a/src/main/java/sma/environment/SquaredChunksEnvironment.java b/src/main/java/environment/SEIRSEnvironment.java
similarity index 73%
rename from src/main/java/sma/environment/SquaredChunksEnvironment.java
rename to src/main/java/environment/SEIRSEnvironment.java
index f835005..c4ab08a 100644
--- a/src/main/java/sma/environment/SquaredChunksEnvironment.java
+++ b/src/main/java/environment/SEIRSEnvironment.java
@@ -1,23 +1,25 @@
-package sma.environment;
+package environment;
 
-import sma.agents.Agent;
-import sma.agents.states.State;
+import agents.Agent;
+import agents.SEIRSAgent;
+import agents.states.SEIRSState;
 
 import java.awt.*;
 import java.util.ArrayList;
 import java.util.HashMap;
 import java.util.List;
 
-public class SquaredChunksEnvironment implements Environment {
+@SuppressWarnings("unchecked")
+public class SEIRSEnvironment implements SquareEnvironment2D {
 
     public final static int RADIUS = 10;
     public final static int CHUNK_SIZE = 2*RADIUS;
 
-    public int size;
-    private Agent[] agents;
-    private List<Agent>[][] chunks;
+    public final int size;
+    private final SEIRSAgent[] agents;
+    private List<SEIRSAgent>[][] chunks;
 
-    public SquaredChunksEnvironment(int size, Agent[] agents) {
+    public SEIRSEnvironment(int size, SEIRSAgent[] agents) {
         this.agents = agents;
         this.size = size;
     }
@@ -29,7 +31,7 @@ public class SquaredChunksEnvironment implements Environment {
                 chunks[i][j] = new ArrayList<>();
             }
         }
-        for (Agent agent : agents) {
+        for (SEIRSAgent agent : agents) {
             int x = agent.getPosition().x/CHUNK_SIZE;
             int y = agent.getPosition().y/CHUNK_SIZE;
             chunks[x][y].add(agent);
@@ -57,12 +59,12 @@ public class SquaredChunksEnvironment implements Environment {
         };
     }
 
-    private List<Agent> getChunkNeighbors(int relativeTo, Point p) {
+    private List<SEIRSAgent> getChunkNeighbors(int relativeTo, Point p) {
         Point newPosition = getRelativePoint(relativeTo,p);
         Point chunk = new Point(newPosition.x/CHUNK_SIZE,newPosition.y/CHUNK_SIZE);
-        var neighbors = new ArrayList<Agent>();
+        List<SEIRSAgent> neighbors = new ArrayList<>();
         try{
-            for (Agent agent : chunks[chunk.x][chunk.y]) {
+            for (SEIRSAgent agent : chunks[chunk.x][chunk.y]) {
                 if (detectCollision(p, agent.getPosition())) {
                     neighbors.add(agent);
                 }
@@ -73,12 +75,11 @@ public class SquaredChunksEnvironment implements Environment {
         return neighbors;
     }
 
-    @Override
-    public List<Agent> getNeighbors(Point position) {
+    public List<SEIRSAgent> getNeighbors(Point position) {
         if (chunks == null) {
             throw new IllegalStateException("Chunks aren't initialized, you should use the initiateMethod() first.");
         }
-        var neighbors = new ArrayList<Agent>();
+        var neighbors = new ArrayList<SEIRSAgent>();
 
         for (int i = 0; i < MAX_CHUNK; i++) {
             neighbors.addAll(getChunkNeighbors(i,position));
@@ -86,30 +87,33 @@ public class SquaredChunksEnvironment implements Environment {
         return neighbors;
     }
 
-    @Override
     public void notifyNewPosition(Point oldPosition, Point newPosition, Agent agent) {
         if (chunks == null) {
             throw new IllegalStateException("Chunks aren't initialized, you should use the initiateMethod() first.");
         }
         if (oldPosition.x/CHUNK_SIZE != newPosition.x/CHUNK_SIZE || oldPosition.y/CHUNK_SIZE != newPosition.y/CHUNK_SIZE) {
-            chunks[oldPosition.x/CHUNK_SIZE][oldPosition.y/CHUNK_SIZE].remove(agent);
-            chunks[newPosition.x/CHUNK_SIZE][newPosition.y/CHUNK_SIZE].add(agent);
+            chunks[oldPosition.x/CHUNK_SIZE][oldPosition.y/CHUNK_SIZE].remove((SEIRSAgent) agent);
+            chunks[newPosition.x/CHUNK_SIZE][newPosition.y/CHUNK_SIZE].add((SEIRSAgent) agent);
         }
     }
 
-    @Override
     public HashMap<String,Integer> getAgentStatus() {
 
         var map = new HashMap<String,Integer>();
-        map.put(State.EXPOSED,0);
-        map.put(State.INFECTED,0);
-        map.put(State.RECOVERED,0);
-        map.put(State.SUCEPTIBLE,0);
+        map.put(SEIRSState.EXPOSED,0);
+        map.put(SEIRSState.INFECTED,0);
+        map.put(SEIRSState.RECOVERED,0);
+        map.put(SEIRSState.SUCEPTIBLE,0);
 
-        for (Agent agent : agents) {
-            String state = agent.getState().toString();
+        for (SEIRSAgent SEIRSAgent : agents) {
+            String state = SEIRSAgent.getState().toString();
             map.put(state,map.get(state)+1);
         }
         return map;
     }
+
+    @Override
+    public int getSize() {
+        return size;
+    }
 }
diff --git a/src/main/java/environment/SquareEnvironment2D.java b/src/main/java/environment/SquareEnvironment2D.java
new file mode 100644
index 0000000..308242f
--- /dev/null
+++ b/src/main/java/environment/SquareEnvironment2D.java
@@ -0,0 +1,16 @@
+package environment;
+
+public interface SquareEnvironment2D extends Environment2D {
+    int LEFT = 0;
+    int RIGHT = 1;
+    int UP = 2;
+    int DOWN = 3;
+    int CENTER = 4;
+    int UP_LEFT = 5;
+    int UP_RIGHT = 6;
+    int DOWN_LEFT = 7;
+    int DOWN_RIGHT = 8;
+    int MAX_CHUNK = 9;
+
+    int getSize();
+}
diff --git a/src/main/java/models/Parameters.java b/src/main/java/models/Parameters.java
index d97ca63..ad96e8a 100644
--- a/src/main/java/models/Parameters.java
+++ b/src/main/java/models/Parameters.java
@@ -1,5 +1,6 @@
 package models;
 
+@SuppressWarnings("unused")
 public class Parameters {
 
     private int seed;
diff --git a/src/main/java/scheduler/AsynchronousScheduler.java b/src/main/java/scheduler/AsynchronousScheduler.java
new file mode 100644
index 0000000..92f48a7
--- /dev/null
+++ b/src/main/java/scheduler/AsynchronousScheduler.java
@@ -0,0 +1,4 @@
+package scheduler;
+
+public abstract class AsynchronousScheduler implements Scheduler {
+}
diff --git a/src/main/java/sma/scheduler/FairAsynchronousScheduler.java b/src/main/java/scheduler/FairAsynchronousScheduler.java
similarity index 67%
rename from src/main/java/sma/scheduler/FairAsynchronousScheduler.java
rename to src/main/java/scheduler/FairAsynchronousScheduler.java
index ee65acb..4df02c2 100644
--- a/src/main/java/sma/scheduler/FairAsynchronousScheduler.java
+++ b/src/main/java/scheduler/FairAsynchronousScheduler.java
@@ -1,7 +1,6 @@
-package sma.scheduler;
+package scheduler;
 
-import sma.agents.Agent;
-import sma.agents.RandomWalkingAgent;
+import agents.Agent;
 
 import java.util.Arrays;
 import java.util.List;
@@ -10,17 +9,19 @@ import java.util.concurrent.*;
 import java.util.function.Function;
 import java.util.stream.Collectors;
 
-public class FairAsynchronousScheduler implements Scheduler{
+public class FairAsynchronousScheduler extends AsynchronousScheduler {
 
-    private ExecutorService executor = Executors.newSingleThreadExecutor();
+    private final ExecutorService executor = Executors.newSingleThreadExecutor();
     private Queue<Agent> queue;
 
-    public FairAsynchronousScheduler(Agent[] agents) {
+    @Override
+    public void init(Agent[] agents) {
         this.queue = new ConcurrentLinkedQueue<>(Arrays.stream(agents).toList());
     }
 
-    public void nextCycle() {
-        List<Future<Agent>> results = queue.parallelStream().map(agent -> executor.submit(() -> {agent.move(); return agent;})).toList();
+    @Override
+    public void doNextCycle() {
+        List<Future<Agent>> results = queue.parallelStream().map(agent -> executor.submit(() -> {agent.wakeUp(); return agent;})).toList();
         Function<Future<Agent>, Agent> futureTreatment = futureAgent -> {
             try {
                 return futureAgent.get();
diff --git a/src/main/java/sma/scheduler/FairSynchronousScheduler.java b/src/main/java/scheduler/FairSynchronousScheduler.java
similarity index 57%
rename from src/main/java/sma/scheduler/FairSynchronousScheduler.java
rename to src/main/java/scheduler/FairSynchronousScheduler.java
index a8fe123..3c56381 100644
--- a/src/main/java/sma/scheduler/FairSynchronousScheduler.java
+++ b/src/main/java/scheduler/FairSynchronousScheduler.java
@@ -1,19 +1,16 @@
-package sma.scheduler;
+package scheduler;
 
-import sma.agents.RandomWalkingAgent;
+import agents.Agent;
 
 import java.util.*;
 
-public class FairSynchronousScheduler implements Scheduler {
+public class FairSynchronousScheduler extends SynchronousScheduler {
 
-    private RandomWalkingAgent[] agents;
+    private Agent[] agents;
     private Stack<Integer> executionOrder;
-    private Random r;
 
-    public FairSynchronousScheduler(RandomWalkingAgent[] agents, int seed) {
-        this.agents = agents;
-        r = new Random(seed);
-        executionOrder = new Stack<>();
+    public FairSynchronousScheduler(int seed) {
+        super(seed);
     }
 
     private void generateExecutionOrder() {
@@ -25,12 +22,19 @@ public class FairSynchronousScheduler implements Scheduler {
 
     private void wakeAgents() {
         while (!executionOrder.isEmpty()) {
-            agents[(executionOrder.pop())].move();
+            agents[(executionOrder.pop())].wakeUp();
 
         }
     }
 
-    public void nextCycle() {
+    @Override
+    public void init(Agent[] agents) {
+        this.agents = agents;
+        executionOrder = new Stack<>();
+    }
+
+    @Override
+    public void doNextCycle() {
         generateExecutionOrder();
         wakeAgents();
     }
diff --git a/src/main/java/scheduler/Scheduler.java b/src/main/java/scheduler/Scheduler.java
new file mode 100644
index 0000000..bb2437f
--- /dev/null
+++ b/src/main/java/scheduler/Scheduler.java
@@ -0,0 +1,10 @@
+package scheduler;
+
+import agents.Agent;
+
+public interface Scheduler {
+
+    void init(Agent[] agents);
+    void doNextCycle();
+
+}
diff --git a/src/main/java/scheduler/SynchronousScheduler.java b/src/main/java/scheduler/SynchronousScheduler.java
new file mode 100644
index 0000000..e8fb317
--- /dev/null
+++ b/src/main/java/scheduler/SynchronousScheduler.java
@@ -0,0 +1,12 @@
+package scheduler;
+
+import java.util.Random;
+
+public abstract class SynchronousScheduler implements Scheduler {
+
+    protected final Random r;
+
+    public SynchronousScheduler(int seed) {
+        r = new Random(seed);
+    }
+}
diff --git a/src/main/java/sma/SEIRS_SMA.java b/src/main/java/sma/SEIRS_SMA.java
new file mode 100644
index 0000000..6125e9d
--- /dev/null
+++ b/src/main/java/sma/SEIRS_SMA.java
@@ -0,0 +1,109 @@
+package sma;
+
+import agents.Agent;
+import environment.Environment;
+import models.Parameters;
+import agents.RandomWalkingAgent;
+import environment.SEIRSEnvironment;
+import scheduler.Scheduler;
+import utils.StatsRecorder;
+import utils.YamlReader;
+import view.DisplaySquaredEnvironment;
+import view.FrameBuilder;
+import view.StatisticsCanvas;
+
+import java.io.IOException;
+import java.time.Duration;
+import java.time.Instant;
+import java.util.Date;
+import java.util.HashMap;
+
+@SuppressWarnings("InfiniteLoopStatement")
+public class SEIRS_SMA implements SMA{
+
+    private final Parameters parameters;
+    private RandomWalkingAgent[] agents;
+    private SEIRSEnvironment environment;
+    private Scheduler scheduler;
+    private StatisticsCanvas statisticsCanvas;
+    private DisplaySquaredEnvironment display;
+
+    private HashMap<String,Integer> stats;
+
+    public SEIRS_SMA() {
+        parameters = YamlReader.getParams();
+        agents = new RandomWalkingAgent[parameters.getPopulation()];
+    }
+
+    private void initGraphics() {
+        statisticsCanvas = new StatisticsCanvas(500,500);
+        display = new DisplaySquaredEnvironment(environment,agents);
+        FrameBuilder frameBuilder = new FrameBuilder();
+
+        frameBuilder.addComponent(display,FrameBuilder.TOP);
+        frameBuilder.addComponent(statisticsCanvas,FrameBuilder.RIGHT);
+        frameBuilder.buildWindow();
+        statisticsCanvas.updateValues(environment.getAgentStatus());
+        statisticsCanvas.repaint();
+    }
+
+    private void updateGraphics(){
+        display.repaint();
+        statisticsCanvas.updateValues(stats);
+        statisticsCanvas.repaint();
+    }
+
+    private void doNextCycle(){
+        scheduler.doNextCycle();
+        stats = environment.getAgentStatus();
+        try{
+            StatsRecorder.writeToCSV(stats,"src/main/resources/output.csv");
+        } catch (IOException e) {
+            e.printStackTrace();
+            System.exit(1);
+        }
+        if (parameters.isGraphicalMode()) {
+            updateGraphics();
+        }
+        if (parameters.getTimeBetweenCycles() > 0) {
+            try {
+                Thread.sleep(parameters.getTimeBetweenCycles());
+            } catch (InterruptedException e) {
+                e.printStackTrace();
+            }
+        }
+    }
+
+    @Override
+    public void init(Environment environment, Scheduler scheduler, Agent[] agents) {
+        this.agents = (RandomWalkingAgent[]) agents;
+        this.scheduler = scheduler;
+        scheduler.init(agents);
+        this.environment = (SEIRSEnvironment)environment;
+        this.environment.initiateChunks();
+        initGraphics();
+    }
+
+
+    @Override
+    public void run() {
+        Instant startTime = Instant.now();
+        System.out.println("Starting simulation at : "+ Date.from(startTime));
+        if (parameters.getNbOfCycles() <0) {
+            while (true) {
+                doNextCycle();
+            }
+        } else {
+            int cpt = 0;
+            while (cpt < parameters.getNbOfCycles()) {
+                doNextCycle();
+                cpt++;
+            }
+            Instant endTime = Instant.now();
+            System.out.println("Simulation done !");
+            Duration duration = Duration.between(startTime,endTime);
+            System.out.println("Elapsed time : " + duration.toHoursPart() + " hours, " + duration.toMinutesPart() + " minutes, " + duration.toSecondsPart() + "seconds.");
+            System.exit(0);
+        }
+    }
+}
diff --git a/src/main/java/sma/SMA.java b/src/main/java/sma/SMA.java
index 210768b..1d40aab 100644
--- a/src/main/java/sma/SMA.java
+++ b/src/main/java/sma/SMA.java
@@ -1,137 +1,11 @@
 package sma;
 
-import models.Parameters;
-import sma.agents.RandomWalkingAgent;
-import sma.agents.states.InfectedState;
-import sma.environment.SquaredChunksEnvironment;
-import sma.scheduler.FairAsynchronousScheduler;
-import sma.scheduler.FairSynchronousScheduler;
-import sma.scheduler.Scheduler;
-import utils.StatsRecorder;
-import utils.YamlReader;
-import view.DisplaySquaredEnvironment;
-import view.FrameBuilder;
-import view.StatisticsCanvas;
+import agents.Agent;
+import environment.Environment;
+import scheduler.Scheduler;
 
-import java.awt.*;
-import java.io.IOException;
-import java.sql.SQLOutput;
-import java.time.Duration;
-import java.time.Instant;
-import java.time.temporal.ChronoUnit;
-import java.util.Date;
-import java.util.HashMap;
-import java.util.Random;
-
-public class SMA {
-
-    private Parameters parameters;
-    private Random r;
-    private RandomWalkingAgent[] agents;
-    private SquaredChunksEnvironment environment;
-    private Scheduler scheduler;
-    private StatisticsCanvas statisticsCanvas;
-    private DisplaySquaredEnvironment display;
-
-    private HashMap<String,Integer> stats;
-
-    private FrameBuilder frameBuilder;
-
-    public SMA() {
-        parameters = YamlReader.getParams();
-        r = new Random(parameters.getSeed());
-        agents = new RandomWalkingAgent[parameters.getPopulation()];
-    }
-
-    private void populateEnvironment() {
-        for (int i = 0; i<parameters.getPopulation();i++) {
-            Point position = new Point(r.nextInt(parameters.getSize()),r.nextInt(parameters.getSize()));
-            RandomWalkingAgent agent = new RandomWalkingAgent(position,parameters.getSeed()+i,environment);
-            agents[i] = agent;
-        }
-    }
-
-    private void infectPatientZero() {
-        for (int i=0 ; i< parameters.getNbOfPatientZero(); i++) {
-            var agent = agents[(r.nextInt(parameters.getPopulation()))];
-            agent.changeState(new InfectedState(agent));
-        }
-    }
-
-    private void initScheduler() {
-        if (parameters.isSynchronousMode()) {
-            scheduler = new FairSynchronousScheduler(agents, parameters.getSeed());
-        } else {
-            scheduler = new FairAsynchronousScheduler(agents);
-        }
-    }
-
-    public void init() {
-        environment = new SquaredChunksEnvironment(parameters.getSize(),agents);
-        populateEnvironment();
-        environment.initiateChunks();
-        infectPatientZero();
-        initScheduler();
-        if (parameters.isGraphicalMode()) {
-            initGraphics();
-        }
-    }
-
-    private void initGraphics() {
-        statisticsCanvas = new StatisticsCanvas(500,500);
-        display = new DisplaySquaredEnvironment(environment,agents);
-        frameBuilder = new FrameBuilder();
-
-        frameBuilder.addComponent(display,FrameBuilder.TOP);
-        frameBuilder.addComponent(statisticsCanvas,FrameBuilder.RIGHT);
-        frameBuilder.buildWindow();
-        statisticsCanvas.updateValues(environment.getAgentStatus());
-        statisticsCanvas.repaint();
-    }
-
-    private void updateGraphics(){
-        display.repaint();
-        statisticsCanvas.updateValues(stats);
-        statisticsCanvas.repaint();
-    }
-
-    private void doNextCycle() throws IOException, InterruptedException {
-        scheduler.nextCycle();
-        stats = environment.getAgentStatus();
-        StatsRecorder.writeToCSV(stats,"src/main/resources/output.csv");
-        if (parameters.isGraphicalMode()) {
-            updateGraphics();
-        }
-        if (parameters.getTimeBetweenCycles() > 0) {
-            Thread.sleep(parameters.getTimeBetweenCycles());
-        }
-    }
-
-    public void run() throws IOException, InterruptedException {
-        Instant startTime = Instant.now();
-        System.out.println("Starting simulation at : "+ Date.from(startTime));
-        if (parameters.getNbOfCycles() <0) {
-            while (true) {
-                doNextCycle();
-            }
-        } else {
-            int cpt = 0;
-            while (cpt < parameters.getNbOfCycles()) {
-                doNextCycle();
-                cpt++;
-            }
-            Instant endTime = Instant.now();
-            System.out.println("Simulation done !");
-            Duration duration = Duration.between(startTime,endTime);
-            System.out.println("Elapsed time : " + duration.toHoursPart() + " hours, " + duration.toMinutesPart() + " minutes, " + duration.toSecondsPart() + "seconds.");
-            System.exit(0);
-        }
-    }
-
-    public static void main(String[] args) throws InterruptedException, IOException {
-        SMA sma = new SMA();
-        sma.init();
-        sma.run();
-    }
+public interface SMA{
 
+    void init(Environment environment, Scheduler scheduler, Agent[] agents);
+    void run();
 }
diff --git a/src/main/java/sma/agents/Agent.java b/src/main/java/sma/agents/Agent.java
deleted file mode 100644
index 8584df1..0000000
--- a/src/main/java/sma/agents/Agent.java
+++ /dev/null
@@ -1,17 +0,0 @@
-package sma.agents;
-
-import sma.agents.states.State;
-
-import java.awt.*;
-
-public interface Agent {
-
-    void changeState(State state);
-    State getState();
-    boolean isExposed();
-    boolean isInfected();
-    boolean isRecovered();
-    boolean hasLostImmunity();
-    void move();
-    Point getPosition();
-}
diff --git a/src/main/java/sma/agents/RandomWalkingAgent.java b/src/main/java/sma/agents/RandomWalkingAgent.java
deleted file mode 100644
index 0921be3..0000000
--- a/src/main/java/sma/agents/RandomWalkingAgent.java
+++ /dev/null
@@ -1,96 +0,0 @@
-package sma.agents;
-
-import sma.agents.states.InfectedState;
-import sma.agents.states.State;
-import sma.agents.states.SuceptibleState;
-import sma.environment.Environment;
-import sma.environment.SquaredChunksEnvironment;
-import utils.YamlReader;
-
-import java.awt.Point;
-import java.util.Random;
-
-public class RandomWalkingAgent implements Agent {
-
-    private Point position;
-    private Random r;
-    private SquaredChunksEnvironment environment;
-    private State state;
-
-    public RandomWalkingAgent(Point position, int seed, SquaredChunksEnvironment environment) {
-        this.position = position;
-        this.state = new SuceptibleState(this);
-        this.environment = environment;
-        this.r = new Random(seed);
-    }
-
-    public void move() {
-        state.onMovement();
-        int move = r.nextInt(4);
-        Point newPosition = switch (move) {
-            case Environment.LEFT -> new Point(position.x-environment.RADIUS,position.y);
-            case Environment.RIGHT -> new Point(position.x+environment.RADIUS,position.y);
-            case Environment.UP -> new Point(position.x,position.y-environment.RADIUS);
-            case Environment.DOWN -> new Point(position.x,position.y+environment.RADIUS);
-            default -> throw new IllegalStateException("Unexpected value: " + move);
-        };
-        if (newPosition.x <= environment.size-1 && newPosition.x >= 0 && newPosition.y <= environment.size-1 && newPosition.y >=0 ) {
-            environment.notifyNewPosition(position,newPosition,this);
-            position = newPosition;
-        }
-    }
-
-    @Override
-    public void changeState(State state) { this.state = state; }
-
-    @Override
-    public boolean isExposed() {
-        boolean isExposed = false;
-        for (Agent neighbor: environment.getNeighbors(position)) {
-            if (neighbor.getState() instanceof InfectedState) {
-                int roll = r.nextInt(100)+1;
-                if (roll <= YamlReader.getParams().getInfectionRate()*100) {
-                    isExposed = true;
-                }
-            }
-        }
-        return isExposed;
-    }
-
-    @Override
-    public boolean isInfected() {
-        boolean isSick = false;
-        int roll = r.nextInt(100)+1;
-        if (roll <= YamlReader.getParams().getIncubationRate()*100) {
-            isSick = true;
-        }
-        return isSick;
-    }
-
-    @Override
-    public boolean isRecovered() {
-        boolean isHealed = false;
-        int roll = r.nextInt(100)+1;
-        if (roll <= YamlReader.getParams().getRecoveryRate()*100) {
-            isHealed = true;
-        }
-        return isHealed;
-    }
-
-    @Override
-    public boolean hasLostImmunity() {
-        boolean hasLostImmunity = false;
-        int roll = r.nextInt(100)+1;
-        if (roll <= YamlReader.getParams().getLooseImmunityRate()*100) {
-            hasLostImmunity = true;
-        }
-        return hasLostImmunity;
-    }
-
-    @Override
-    public State getState() { return this.state; }
-
-    @Override
-    public Point getPosition() { return position; }
-
-}
diff --git a/src/main/java/sma/agents/states/ExposedState.java b/src/main/java/sma/agents/states/ExposedState.java
deleted file mode 100644
index ec0b3eb..0000000
--- a/src/main/java/sma/agents/states/ExposedState.java
+++ /dev/null
@@ -1,22 +0,0 @@
-package sma.agents.states;
-
-import sma.agents.Agent;
-
-public class ExposedState extends State{
-
-    public ExposedState(Agent agent) {
-        super(agent);
-    }
-
-    @Override
-    public void onMovement() {
-        if (agent.isInfected()) {
-            agent.changeState(new InfectedState(agent));
-        }
-    }
-
-    @Override
-    public String toString() {
-        return EXPOSED;
-    }
-}
diff --git a/src/main/java/sma/agents/states/InfectedState.java b/src/main/java/sma/agents/states/InfectedState.java
deleted file mode 100644
index eef377f..0000000
--- a/src/main/java/sma/agents/states/InfectedState.java
+++ /dev/null
@@ -1,22 +0,0 @@
-package sma.agents.states;
-
-import sma.agents.Agent;
-
-public class InfectedState extends State{
-
-    public InfectedState(Agent agent) {
-        super(agent);
-    }
-
-    @Override
-    public void onMovement() {
-        if (agent.isRecovered()) {
-            agent.changeState(new RecoveredState(agent));
-        }
-    }
-
-    @Override
-    public String toString() {
-        return INFECTED;
-    }
-}
diff --git a/src/main/java/sma/agents/states/RecoveredState.java b/src/main/java/sma/agents/states/RecoveredState.java
deleted file mode 100644
index fdc0ad5..0000000
--- a/src/main/java/sma/agents/states/RecoveredState.java
+++ /dev/null
@@ -1,22 +0,0 @@
-package sma.agents.states;
-
-import sma.agents.Agent;
-
-public class RecoveredState extends State{
-
-    public RecoveredState(Agent agent) {
-        super(agent);
-    }
-
-    @Override
-    public void onMovement() {
-        if (agent.hasLostImmunity()) {
-            agent.changeState(new SuceptibleState(agent));
-        }
-    }
-
-    @Override
-    public String toString() {
-        return RECOVERED;
-    }
-}
diff --git a/src/main/java/sma/agents/states/SuceptibleState.java b/src/main/java/sma/agents/states/SuceptibleState.java
deleted file mode 100644
index 3e4d3b3..0000000
--- a/src/main/java/sma/agents/states/SuceptibleState.java
+++ /dev/null
@@ -1,24 +0,0 @@
-package sma.agents.states;
-
-import sma.agents.Agent;
-
-import java.awt.*;
-
-public class SuceptibleState extends State{
-
-    public SuceptibleState(Agent agent) {
-        super(agent);
-    }
-
-    @Override
-    public void onMovement() {
-        if (agent.isExposed()) {
-            agent.changeState(new ExposedState(agent));
-        }
-    }
-
-    @Override
-    public String toString() {
-        return SUCEPTIBLE;
-    }
-}
diff --git a/src/main/java/sma/environment/Environment.java b/src/main/java/sma/environment/Environment.java
deleted file mode 100644
index 0172070..0000000
--- a/src/main/java/sma/environment/Environment.java
+++ /dev/null
@@ -1,24 +0,0 @@
-package sma.environment;
-
-import sma.agents.Agent;
-
-import java.awt.Point;
-import java.util.HashMap;
-import java.util.List;
-
-public interface Environment {
-    int LEFT = 0;
-    int RIGHT = 1;
-    int UP = 2;
-    int DOWN = 3;
-    int CENTER = 4;
-    int UP_LEFT = 5;
-    int UP_RIGHT = 6;
-    int DOWN_LEFT = 7;
-    int DOWN_RIGHT = 8;
-    int MAX_CHUNK = 9;
-
-    List<Agent> getNeighbors(Point position);
-    void notifyNewPosition(Point oldPosition, Point newPosition, Agent agent);
-    HashMap<String,Integer> getAgentStatus();
-}
diff --git a/src/main/java/sma/scheduler/Scheduler.java b/src/main/java/sma/scheduler/Scheduler.java
deleted file mode 100644
index b891c69..0000000
--- a/src/main/java/sma/scheduler/Scheduler.java
+++ /dev/null
@@ -1,6 +0,0 @@
-package sma.scheduler;
-
-public interface Scheduler {
-
-    void nextCycle();
-}
diff --git a/src/main/java/utils/Pair.java b/src/main/java/utils/Pair.java
index 2d902c7..f204cf8 100644
--- a/src/main/java/utils/Pair.java
+++ b/src/main/java/utils/Pair.java
@@ -1,15 +1,6 @@
 package utils;
 
-public class Pair<A,B> {
-
-    private A first;
-    private B second;
-
-    public Pair(A first, B second) {
-        super();
-        this.first = first;
-        this.second = second;
-    }
+public record Pair<A, B>(A first, B second) {
 
     public int hashCode() {
         int hashFirst = first != null ? first.hashCode() : 0;
@@ -19,22 +10,20 @@ public class Pair<A,B> {
     }
 
     public boolean equals(Object other) {
-        if (other instanceof Pair) {
-            Pair otherPair = (Pair) other;
+        if (other instanceof Pair otherPair) {
             return
-                    ((  this.first == otherPair.first ||
-                            ( this.first != null && otherPair.first != null &&
+                    ((this.first == otherPair.first ||
+                            (this.first != null && otherPair.first != null &&
                                     this.first.equals(otherPair.first))) &&
-                            (  this.second == otherPair.second ||
-                                    ( this.second != null && otherPair.second != null &&
-                                            this.second.equals(otherPair.second))) );
+                            (this.second == otherPair.second ||
+                                    (this.second != null && otherPair.second != null &&
+                                            this.second.equals(otherPair.second))));
         }
 
         return false;
     }
 
-    public String toString()
-    {
+    public String toString() {
         return "(" + first + ", " + second + ")";
     }
 
@@ -42,15 +31,7 @@ public class Pair<A,B> {
         return first;
     }
 
-    public void setFirst(A first) {
-        this.first = first;
-    }
-
     public B getSecond() {
         return second;
     }
-
-    public void setSecond(B second) {
-        this.second = second;
-    }
 }
diff --git a/src/main/java/utils/StatsRecorder.java b/src/main/java/utils/StatsRecorder.java
index 616915a..be4fe72 100644
--- a/src/main/java/utils/StatsRecorder.java
+++ b/src/main/java/utils/StatsRecorder.java
@@ -4,11 +4,13 @@ import java.io.*;
 import java.security.InvalidParameterException;
 import java.util.HashMap;
 import java.util.List;
+import java.util.Objects;
 
 public class StatsRecorder {
 
     private static int nbOfCycles = 0;
 
+    @SuppressWarnings("ResultOfMethodCallIgnored")
     public static void writeToCSV(HashMap<String,Integer> data, String outputFile) throws IOException {
 
         if (!outputFile.endsWith(".csv")) {
@@ -29,24 +31,24 @@ public class StatsRecorder {
         List<String> keys = data.keySet().stream().toList();
         if (nbOfCycles == 0) {
             bw.flush();
-            String str = "";
+            StringBuilder str = new StringBuilder();
             for (int i = 0; i < keys.size(); i++) {
-                str+=keys.get(i);
+                str.append(keys.get(i));
                 if (i != keys.size()-1){
-                    str+=",";
+                    str.append(",");
                 }
             }
-            bw.append(str+'\n');
+            bw.append(str.toString()).append(String.valueOf('\n'));
         }
 
-        String line = "";
+        StringBuilder line = new StringBuilder();
         for (String title : keys) {
-            line += data.get(title);
-            if (title != keys.get(keys.size()-1)) {
-                line+=",";
+            line.append(data.get(title));
+            if (!Objects.equals(title, keys.get(keys.size() - 1))) {
+                line.append(",");
             }
         }
-        bw.append(line+'\n');
+        bw.append(line.toString()).append(String.valueOf('\n'));
         bw.close();
         nbOfCycles++;
     }
diff --git a/src/main/java/utils/YamlReader.java b/src/main/java/utils/YamlReader.java
index 584434c..7a55f6d 100644
--- a/src/main/java/utils/YamlReader.java
+++ b/src/main/java/utils/YamlReader.java
@@ -8,8 +8,7 @@ import java.io.File;
 
 public class YamlReader {
 
-    private static ClassLoader classLoader = Thread.currentThread().getContextClassLoader();
-    private static ObjectMapper om = new ObjectMapper(new YAMLFactory());
+    private static final ObjectMapper om = new ObjectMapper(new YAMLFactory());
     private static Parameters parameters;
 
     public static final String FILE_PATH = "src/main/resources/parameters.yaml";
diff --git a/src/main/java/view/DisplaySquaredEnvironment.java b/src/main/java/view/DisplaySquaredEnvironment.java
index 20fc658..45f0d12 100644
--- a/src/main/java/view/DisplaySquaredEnvironment.java
+++ b/src/main/java/view/DisplaySquaredEnvironment.java
@@ -1,8 +1,8 @@
 package view;
 
-import sma.agents.Agent;
-import sma.agents.states.*;
-import sma.environment.SquaredChunksEnvironment;
+import agents.SEIRSAgent;
+import agents.states.SEIRSState;
+import environment.SEIRSEnvironment;
 
 import javax.swing.*;
 import java.awt.*;
@@ -10,49 +10,40 @@ import java.awt.*;
 public class DisplaySquaredEnvironment extends JPanel {
 
 
-    private int windowWidth;
-    private int windowHeight;
+    private final SEIRSAgent[] SEIRSAgents;
 
-    private Agent[] agents;
-
-    private SquaredChunksEnvironment environment;
-
-    public DisplaySquaredEnvironment(SquaredChunksEnvironment environment, Agent[] agents) {
-        this.environment = environment;
+    public DisplaySquaredEnvironment(SEIRSEnvironment environment, SEIRSAgent[] SEIRSAgents) {
         this.setDoubleBuffered(true);
-        this.windowWidth = environment.size;
-        this.windowHeight = environment.size;
-        this.agents = agents;
-        setSize(windowWidth,windowHeight);
+        this.SEIRSAgents = SEIRSAgents;
+        setSize(environment.size,environment.size);
         setVisible(true);
     }
 
-    private void drawCenteredCircle(Graphics g, int x, int y, int r) {
-        x = x-(r/2);
-        y = y-(r/2);
-        g.fillOval(x,y,r,r);
+    private void drawCenteredCircle(Graphics g, int x, int y) {
+        x = x-(SEIRSEnvironment.RADIUS /2);
+        y = y-(SEIRSEnvironment.RADIUS /2);
+        g.fillOval(x,y, SEIRSEnvironment.RADIUS, SEIRSEnvironment.RADIUS);
     }
 
 
     @Override
     public void paint(Graphics g) {
         super.paint(g);
-        for (int i = 0; i < agents.length; i++) {
-            var agent = agents[i];
-            if (agent != null) {
-                colorAgent(g,agent);
-                drawCenteredCircle(g,agent.getPosition().x,agent.getPosition().y,environment.RADIUS);
+        for (SEIRSAgent SEIRSAgent : SEIRSAgents) {
+            if (SEIRSAgent != null) {
+                colorAgent(g, SEIRSAgent);
+                drawCenteredCircle(g, SEIRSAgent.getPosition().x, SEIRSAgent.getPosition().y);
             }
         }
     }
 
-    private void colorAgent(Graphics g, Agent a) {
+    private void colorAgent(Graphics g, SEIRSAgent a) {
         var state = a.getState();
         switch (state.toString()) {
-            case State.SUCEPTIBLE-> g.setColor(Color.GRAY);
-            case State.EXPOSED -> g.setColor(Color.YELLOW);
-            case State.INFECTED -> g.setColor(Color.RED);
-            case State.RECOVERED -> g.setColor(Color.GREEN);
+            case SEIRSState.SUCEPTIBLE-> g.setColor(Color.GRAY);
+            case SEIRSState.EXPOSED -> g.setColor(Color.YELLOW);
+            case SEIRSState.INFECTED -> g.setColor(Color.RED);
+            case SEIRSState.RECOVERED -> g.setColor(Color.GREEN);
         }
     }
 }
diff --git a/src/main/java/view/FrameBuilder.java b/src/main/java/view/FrameBuilder.java
index 0f25ddb..e2ee266 100644
--- a/src/main/java/view/FrameBuilder.java
+++ b/src/main/java/view/FrameBuilder.java
@@ -47,7 +47,7 @@ public class FrameBuilder {
         components.add(pair);
     }
 
-    public JFrame buildWindow() {
+    public void buildWindow() {
         JFrame frame = new JFrame();
         frame.setLayout(new java.awt.GridLayout());
         frame.setDefaultCloseOperation(JFrame.EXIT_ON_CLOSE);
@@ -64,6 +64,5 @@ public class FrameBuilder {
         frame.setSize(windowWidth,windowHeight);
         frame.setResizable(false);
         frame.setVisible(true);
-        return frame;
     }
 }
diff --git a/src/main/java/view/StatisticsCanvas.java b/src/main/java/view/StatisticsCanvas.java
index aeef20d..78a8ee0 100644
--- a/src/main/java/view/StatisticsCanvas.java
+++ b/src/main/java/view/StatisticsCanvas.java
@@ -1,6 +1,6 @@
 package view;
 
-import sma.agents.states.State;
+import agents.states.SEIRSState;
 import utils.YamlReader;
 
 import javax.swing.*;
@@ -9,10 +9,10 @@ import java.util.HashMap;
 
 public class StatisticsCanvas extends JPanel {
 
-    private int canvasWidth;
-    private int canvasHeight;
+    private final int canvasWidth;
+    private final int canvasHeight;
     private HashMap<String,Integer> values;
-    private int total;
+    private final int total;
 
     public StatisticsCanvas(int width,int height) {
         this.setDoubleBuffered(false);
@@ -26,10 +26,10 @@ public class StatisticsCanvas extends JPanel {
 
     private Color stringToColor(String str) {
         return switch (str){
-            case State.EXPOSED -> Color.YELLOW;
-            case State.SUCEPTIBLE -> Color.GRAY;
-            case State.INFECTED -> Color.RED;
-            case State.RECOVERED -> Color.GREEN;
+            case SEIRSState.EXPOSED -> Color.YELLOW;
+            case SEIRSState.SUCEPTIBLE -> Color.GRAY;
+            case SEIRSState.INFECTED -> Color.RED;
+            case SEIRSState.RECOVERED -> Color.GREEN;
             default -> throw new IllegalStateException("Illegal state : "+str);
         };
     }
diff --git a/src/main/resources/META-INF/MANIFEST.MF b/src/main/resources/META-INF/MANIFEST.MF
index 64987c2..7c66a6f 100644
--- a/src/main/resources/META-INF/MANIFEST.MF
+++ b/src/main/resources/META-INF/MANIFEST.MF
@@ -2,4 +2,4 @@ Manifest-Version: 1.0
 Class-Path: jackson-core-2.13.2.jar snakeyaml-1.30.jar jackson-dataforma
  t-yaml-2.13.2.jar jackson-annotations-2.13.2.jar jackson-databind-2.13.
  2.2.jar
-Main-Class: sma.SMA
+Main-Class: RunExperiment
diff --git a/src/main/resources/output.png b/src/main/resources/output.png
new file mode 100644
index 0000000000000000000000000000000000000000..26f0e188e8b42f7e5058e9e7730231d057497782
GIT binary patch
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literal 0
HcmV?d00001

diff --git a/src/main/resources/parameters.yaml b/src/main/resources/parameters.yaml
index d1bb740..3ddf6ae 100644
--- a/src/main/resources/parameters.yaml
+++ b/src/main/resources/parameters.yaml
@@ -1,12 +1,12 @@
-seed : 120
-population : 1000 #number of agents
-size : 500 #size of the world in pixels
-nbOfPatientZero : 1
-infectionRate : 0.3 #chance that an infected agent will spread to a susceptible agent
-incubationRate : 0.1 #chance that an exposed agent become infected each cycle
-recoveryRate : 0.3 #chance that an infected agent become recovered each cycle
-looseImmunityRate : 0.05 #chance that a recovered agent become suceptible again
-nbOfCycles : 10000 #if the number is negative, will run endlessly
-timeBetweenCycles : 0 #in milliseconds, 0 or lower will run cycles as fast as possible
-synchronousMode : false #if true, will wake synchronously the agents in a pseudo-random order based on the given seed otherwise will wake up the agents asynchronously
-graphicalMode : false #if false, will run without graphical interface
\ No newline at end of file
+graphicalMode: true
+incubationRate: 0.3
+infectionRate: 0.035
+looseImmunityRate: 0.09
+recoveryRate: 0.6
+nbOfCycles: 2000
+nbOfPatientZero: 10
+population: 5000
+seed: 120
+size: 500
+synchronousMode: false
+timeBetweenCycles: 0
diff --git a/src/main/resources/pythonOutput/.getkeep b/src/main/resources/pythonOutput/.getkeep
new file mode 100644
index 0000000..e69de29
diff --git a/target/classes/META-INF/MANIFEST.MF b/target/classes/META-INF/MANIFEST.MF
index 64987c2..7c66a6f 100644
--- a/target/classes/META-INF/MANIFEST.MF
+++ b/target/classes/META-INF/MANIFEST.MF
@@ -2,4 +2,4 @@ Manifest-Version: 1.0
 Class-Path: jackson-core-2.13.2.jar snakeyaml-1.30.jar jackson-dataforma
  t-yaml-2.13.2.jar jackson-annotations-2.13.2.jar jackson-databind-2.13.
  2.2.jar
-Main-Class: sma.SMA
+Main-Class: RunExperiment
diff --git a/target/classes/output.csv b/target/classes/output.csv
index 490f0ab..1c377d1 100644
--- a/target/classes/output.csv
+++ b/target/classes/output.csv
@@ -1,10001 +1,209 @@
 SUCEPTIBLE,EXPOSED,RECOVERED,INFECTED
-996,3,1,0
-997,3,0,0
-997,3,0,0
-995,4,0,1
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literal 0
HcmV?d00001

diff --git a/target/classes/parameters.yaml b/target/classes/parameters.yaml
index d1bb740..3ddf6ae 100644
--- a/target/classes/parameters.yaml
+++ b/target/classes/parameters.yaml
@@ -1,12 +1,12 @@
-seed : 120
-population : 1000 #number of agents
-size : 500 #size of the world in pixels
-nbOfPatientZero : 1
-infectionRate : 0.3 #chance that an infected agent will spread to a susceptible agent
-incubationRate : 0.1 #chance that an exposed agent become infected each cycle
-recoveryRate : 0.3 #chance that an infected agent become recovered each cycle
-looseImmunityRate : 0.05 #chance that a recovered agent become suceptible again
-nbOfCycles : 10000 #if the number is negative, will run endlessly
-timeBetweenCycles : 0 #in milliseconds, 0 or lower will run cycles as fast as possible
-synchronousMode : false #if true, will wake synchronously the agents in a pseudo-random order based on the given seed otherwise will wake up the agents asynchronously
-graphicalMode : false #if false, will run without graphical interface
\ No newline at end of file
+graphicalMode: true
+incubationRate: 0.3
+infectionRate: 0.035
+looseImmunityRate: 0.09
+recoveryRate: 0.6
+nbOfCycles: 2000
+nbOfPatientZero: 10
+population: 5000
+seed: 120
+size: 500
+synchronousMode: false
+timeBetweenCycles: 0
diff --git a/target/classes/pythonOutput/.getkeep b/target/classes/pythonOutput/.getkeep
new file mode 100644
index 0000000..e69de29
diff --git a/target/classes/pythonOutput/output0.csv b/target/classes/pythonOutput/output0.csv
new file mode 100644
index 0000000..623478b
--- /dev/null
+++ b/target/classes/pythonOutput/output0.csv
@@ -0,0 +1,1001 @@
+SUCEPTIBLE,EXPOSED,RECOVERED,INFECTED
+997,2,1,0
+998,2,0,0
+998,2,0,0
+998,1,0,1
+998,1,0,1
+998,1,1,0
+998,1,1,0
+998,1,1,0
+998,1,1,0
+999,1,0,0
+999,1,0,0
+999,1,0,0
+999,1,0,0
+999,1,0,0
+999,1,0,0
+998,1,0,1
+998,0,1,1
+998,0,1,1
+997,1,1,1
+997,1,1,1
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diff --git a/target/classes/pythonOutput/output1.csv b/target/classes/pythonOutput/output1.csv
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diff --git a/target/classes/pythonOutput/output2.csv b/target/classes/pythonOutput/output2.csv
new file mode 100644
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new file mode 100644
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diff --git a/target/classes/pythonOutput/output4.png b/target/classes/pythonOutput/output4.png
new file mode 100644
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diff --git a/target/classes/pythonOutput/output5.csv b/target/classes/pythonOutput/output5.csv
new file mode 100644
index 0000000..df58cec
--- /dev/null
+++ b/target/classes/pythonOutput/output5.csv
@@ -0,0 +1,1001 @@
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diff --git a/target/classes/pythonOutput/output6.csv b/target/classes/pythonOutput/output6.csv
new file mode 100644
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diff --git a/target/classes/pythonOutput/output7.csv b/target/classes/pythonOutput/output7.csv
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diff --git a/target/classes/pythonOutput/output7.png b/target/classes/pythonOutput/output7.png
new file mode 100644
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diff --git a/target/classes/pythonOutput/output9.csv b/target/classes/pythonOutput/output9.csv
new file mode 100644
index 0000000..0405032
--- /dev/null
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diff --git a/target/classes/pythonOutput/output9.png b/target/classes/pythonOutput/output9.png
new file mode 100644
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HcmV?d00001

-- 
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