diff --git a/pom.xml b/pom.xml
index 6eb663f..89cd54d 100644
--- a/pom.xml
+++ b/pom.xml
@@ -62,7 +62,7 @@
 						<manifest>
 							<addClasspath>true</addClasspath>
 							<classpathPrefix>${project.build.finalName}.lib/</classpathPrefix>
-							<mainClass>fr.u_paris.gla.project.idfm.IDFMNetworkExtractor</mainClass>
+							<mainClass>fr.u_paris.gla.project.itinerary.Main</mainClass>
 						</manifest>
 					</archive>
 				</configuration>
diff --git a/src/main/java/fr/u_paris/gla/project/itinerary/Connection.java b/src/main/java/fr/u_paris/gla/project/itinerary/Connection.java
new file mode 100644
index 0000000..ccc3bfd
--- /dev/null
+++ b/src/main/java/fr/u_paris/gla/project/itinerary/Connection.java
@@ -0,0 +1,35 @@
+package fr.u_paris.gla.project.itinerary;
+
+public class Connection{
+    private final Stop stop;
+
+    private final String lineName;
+
+    private final double distance;
+
+    private final int time;
+
+    public Connection(Stop stop, String lineName, double distance, int time){
+        this.stop = stop;
+        this.lineName=lineName;
+        this.distance = distance;
+        this.time = time;
+    }
+
+
+    public String getLineName() {
+        return lineName;
+    }
+
+    public double getDistance() {
+        return distance;
+    }
+
+    public int getTime() {
+        return time;
+    }
+
+    public Stop getStop() {
+        return stop;
+    }
+}
diff --git a/src/main/java/fr/u_paris/gla/project/itinerary/Finder.java b/src/main/java/fr/u_paris/gla/project/itinerary/Finder.java
new file mode 100644
index 0000000..f91047d
--- /dev/null
+++ b/src/main/java/fr/u_paris/gla/project/itinerary/Finder.java
@@ -0,0 +1,91 @@
+package fr.u_paris.gla.project.itinerary;
+
+import java.util.*;
+
+public class Finder  {
+    private Graph graph;
+    public Finder(Graph graph) {
+        this.graph = graph;
+    }
+
+    public List<Stop> findPath(Stop startNode, Stop goalNode) {
+        PriorityQueue<Stop> openSet = new PriorityQueue<>(Comparator.comparingDouble(GraphNode::getF));
+        HashSet<Stop> closedSet = new HashSet<>();
+        HashMap<Stop, Stop> cameFrom = new HashMap<>();
+        HashMap<Stop, Double> gScore = new HashMap<>();
+        HashMap<Stop, Double> fScore = new HashMap<>();
+
+        // Initialize scores for all nodes to infinity
+        for (Stop node : graph.getNodes()) {
+            gScore.put(node, Double.POSITIVE_INFINITY);
+            fScore.put(node, Double.POSITIVE_INFINITY);
+        }
+
+        // The cost of going from start to start is zero
+        gScore.put(startNode, 0.0);
+        // For the first node, fScore = gScore + heuristic
+        fScore.put(startNode, startNode.getHeuristicCost(goalNode));
+        openSet.add(startNode);
+
+        while (!openSet.isEmpty()) {
+            Stop current = openSet.poll();
+            //System.out.println(current);
+            //System.out.println(graph.getConnections(current));
+
+            if (current.equals(goalNode)) {
+                return reconstructPath(cameFrom, current);
+            }
+
+            closedSet.add(current);
+
+            if(graph.getConnections(current) == null) {
+                continue;
+            }
+
+            for (Connection connection : graph.getConnections(current)    ) {
+                Stop neighbor = connection.getStop();
+                if (closedSet.contains(neighbor)) {
+                    continue; // Ignore the neighbor which is already evaluated.
+                }
+
+                double tentativeGScore = gScore.get(current) + connection.getDistance(); 
+
+                if (!openSet.contains(neighbor)) {
+                    openSet.add(neighbor);
+                } else if (tentativeGScore >= gScore.get(neighbor)) {
+                    continue; // This is not a better path.
+                }
+
+                // This path is the best until now. Record it!
+                cameFrom.put(neighbor, current);
+                gScore.put(neighbor, tentativeGScore);
+                fScore.put(neighbor, tentativeGScore + neighbor.getHeuristicCost(goalNode));
+                neighbor.setF(fScore.get(neighbor));
+            }
+        }
+
+        // If we reach here, it means there's no path from start to goal
+        return null;
+    }
+
+    private List<Stop> reconstructPath(HashMap<Stop, Stop> cameFrom, Stop current) {
+        List<Stop> totalPath = new ArrayList<>();
+        totalPath.add(current);
+
+        while (cameFrom.containsKey(current)) {
+            current = cameFrom.get(current);
+            totalPath.add(0, current); // Add to the beginning of the list to maintain order
+        }
+
+        return totalPath;
+    }
+
+    //TODO:
+    public List<Stop> findPath(double longitude, double latitude){
+        return null;
+    }
+
+
+}
+
+
diff --git a/src/main/java/fr/u_paris/gla/project/itinerary/Graph.java b/src/main/java/fr/u_paris/gla/project/itinerary/Graph.java
new file mode 100644
index 0000000..3025a04
--- /dev/null
+++ b/src/main/java/fr/u_paris/gla/project/itinerary/Graph.java
@@ -0,0 +1,29 @@
+package fr.u_paris.gla.project.itinerary;
+
+import java.util.HashMap;
+import java.util.Map;
+import java.util.Set;
+
+public class Graph{
+    private final Set<Stop> nodes;
+
+    private final Map<Stop, Set<Connection>> connections;
+
+    public Graph(Set<Stop> nodes, Map<Stop, Set<Connection>> connections) {
+        this.nodes = nodes;
+        this.connections = connections;
+    }
+
+    public Set<Connection> getConnections(Stop node) {
+        return connections.get(node);
+    }
+
+    public Set<Stop> getNodes() {
+        return nodes;
+    }
+
+
+    public Map<Stop, Set<Connection>> getConnections() {
+        return connections;
+    }
+}
diff --git a/src/main/java/fr/u_paris/gla/project/itinerary/GraphNode.java b/src/main/java/fr/u_paris/gla/project/itinerary/GraphNode.java
new file mode 100644
index 0000000..175db6e
--- /dev/null
+++ b/src/main/java/fr/u_paris/gla/project/itinerary/GraphNode.java
@@ -0,0 +1,14 @@
+package fr.u_paris.gla.project.itinerary;
+
+import java.util.List;
+import java.util.Set;
+
+public interface GraphNode {
+    int getId();
+    double getHeuristicCost(Stop goalNode);
+
+    Set<Stop> getNeighbors();
+    double getCost(Stop neighbor);
+    double getF();
+    void setF(double value);
+}
diff --git a/src/main/java/fr/u_paris/gla/project/itinerary/Main.java b/src/main/java/fr/u_paris/gla/project/itinerary/Main.java
new file mode 100644
index 0000000..5a75b34
--- /dev/null
+++ b/src/main/java/fr/u_paris/gla/project/itinerary/Main.java
@@ -0,0 +1,137 @@
+package fr.u_paris.gla.project.itinerary;
+
+import fr.u_paris.gla.project.idfm.*;
+import fr.u_paris.gla.project.utils.CSVTools;
+import fr.u_paris.gla.project.utils.GPS;
+
+import java.io.IOException;
+import java.util.*;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+public class Main{
+    private static final Logger LOGGER = Logger
+            .getLogger(IDFMNetworkExtractor.class.getName());
+
+    // IDF mobilite generated file
+    private static final String TRACE_FILE_NAME = "./trace.csv";
+
+    private static final String HOURS_FILE_NAME = "./hours.csv";
+
+    // IDF mobilite file format
+
+    private static final int IDFM_TRACE_ID_INDEX = 0;
+
+    private static final int IDFM_TRACE_DERIV_INDEX = 1;
+
+    private static final int IDFM_TRACE_FROM_INDEX = 2;
+
+    private static final int IDFM_TRACE_FROM_GPS_INDEX = 3;
+
+    private static final int IDFM_TRACE_TO_INDEX= 4;
+
+    private static final int IDFM_TRACE_TO_GPS_INDEX = 5;
+
+    private static final int IDFM_TRACE_TIME_INDEX = 6;
+
+    private static final int IDFM_TRACE_DISTANCE_INDEX = 7;
+
+    private static final double MARGE_ERREUR = 1.;
+
+    // Parser helper values
+
+    /**
+     * Returns the coordinates from a String to a double array:
+     * "49.08, 3.07" -> {49.08, 3.07}
+     * @param gps the string representation
+     * @return the double array
+     */
+    private static double[] getCoords(String gps) {
+        String []stringCoords = gps.split(", ");
+        return new double[] {Double.parseDouble(stringCoords[0]), Double.parseDouble(stringCoords[1])};
+    }
+
+    private static Stop getOrCreateStop(HashSet<Stop> nodes, HashMap<String, ArrayList<Stop>> tmp, String name, String gps, String lineId) {
+        ArrayList<Stop> stopList = tmp.get(name);
+        if (stopList != null) {
+            for(Stop stop : stopList) {
+                double[] coords = getCoords(gps);
+                double dist = GPS.distance(coords[0], coords[1], stop.getLatitude(), stop.getLongitude());
+                if(dist < MARGE_ERREUR) {
+                    stop.addLine(lineId);
+                    return stop;
+                }
+            }
+        }
+
+        double[] coords = getCoords(gps);
+        Stop newStop = new Stop(lineId, name, coords[0], coords[1]);
+        nodes.add(newStop);
+        stopList = stopList == null ? new ArrayList<>() : stopList;
+        stopList.add(newStop);
+        tmp.put(name, stopList);
+        return newStop;
+    }
+
+    public static int lineNB = 0;
+
+    private static void addLine(String[] line, HashSet<Stop> nodes, HashMap<String, ArrayList<Stop>> tmp, HashMap<Stop, Set<Connection>> connections) {
+        Stop fromStop = getOrCreateStop(nodes, tmp, line[IDFM_TRACE_FROM_INDEX], line[IDFM_TRACE_FROM_GPS_INDEX], line[IDFM_TRACE_ID_INDEX]);
+        Stop toStop = getOrCreateStop(nodes, tmp, line[IDFM_TRACE_TO_INDEX], line[IDFM_TRACE_TO_GPS_INDEX], line[IDFM_TRACE_ID_INDEX]);
+
+        String[] timeString = line[IDFM_TRACE_TIME_INDEX].split(":");
+        int time = Integer.parseInt(timeString[0]) * 60 + Integer.parseInt(timeString[1]);
+
+        Connection connection = new Connection(toStop, line[IDFM_TRACE_ID_INDEX], Double.parseDouble(line[IDFM_TRACE_DISTANCE_INDEX]), time);
+
+        connections.computeIfAbsent(fromStop, k -> new HashSet<>()).add(connection);
+    }
+
+    public static void find(Graph graph){
+
+
+    }
+
+    public static void main(String[] args){
+        if (args.length != 0) {
+            LOGGER.severe("Invalid command line. Target file names are in the main file for now.");
+            return;
+        }
+
+        try {
+            HashSet<Stop> nodes = new HashSet<>();
+            HashMap<Stop, Set<Connection>> connections = new HashMap<>();
+            HashMap<String, ArrayList<Stop>> tmp = new HashMap<>();
+            CSVTools.readCSVFromFile(TRACE_FILE_NAME,
+                    (String[] line) -> addLine(line, nodes, tmp, connections));
+
+
+            Stop porteivry = tmp.get("Porte d'Ivry").get(0);
+            Stop repu = tmp.get("République").get(0);
+
+            Graph graph = new Graph(nodes, connections);
+            int cpt = 0;
+            for (Map.Entry<Stop, Set<Connection>> entry : graph.getConnections().entrySet()) {
+                if (entry.getValue() == null) cpt +=1;
+            }
+            Stop garenord = tmp.get("Gare du Nord").get(0);
+
+            Stop chatelet = tmp.get("Châtelet").get(0);
+            //System.out.println(graph.getConnections(garenord));
+            //System.out.println(cpt);
+            //System.out.println(graph.getConnections(porteivry));
+            Finder finder = new Finder(graph);
+
+            List<Stop> res = finder.findPath(porteivry, chatelet);
+
+            for (Stop element : res) {
+                System.out.println(element);
+            }
+
+        } catch (IOException e) {
+            LOGGER.log(Level.SEVERE, "Error while reading the line paths", e);
+        }
+
+
+    }
+}
diff --git a/src/main/java/fr/u_paris/gla/project/itinerary/Path.java b/src/main/java/fr/u_paris/gla/project/itinerary/Path.java
new file mode 100644
index 0000000..a492b99
--- /dev/null
+++ b/src/main/java/fr/u_paris/gla/project/itinerary/Path.java
@@ -0,0 +1,18 @@
+package fr.u_paris.gla.project.itinerary;
+
+public class Path <T extends GraphNode> {
+    private T current;
+
+    private T previous;
+
+    private double currentScore;
+
+    private final double targetScore;
+
+    public Path(T current, T previous, double currentScore, double targetScore) {
+        this.current = current;
+        this.previous = previous;
+        this.currentScore = currentScore;
+        this.targetScore = targetScore;
+    }
+}
diff --git a/src/main/java/fr/u_paris/gla/project/itinerary/Stop.java b/src/main/java/fr/u_paris/gla/project/itinerary/Stop.java
new file mode 100644
index 0000000..240c9b0
--- /dev/null
+++ b/src/main/java/fr/u_paris/gla/project/itinerary/Stop.java
@@ -0,0 +1,86 @@
+package fr.u_paris.gla.project.itinerary;
+
+import java.util.HashSet;
+import java.util.Set;
+
+public class Stop implements GraphNode {
+    private static int counter = 0;
+
+    private final int id;
+
+    private final Set<String> lines;
+
+    private final String name;
+
+    private final double latitude;
+
+    private final double longitude;
+
+    private double f;
+
+    public Stop(String line, String name, double latitude, double longitude) {
+        lines = new HashSet<>();
+        lines.add(line);
+        this.id = counter++;
+        this.name = name;
+        this.latitude = latitude;
+        this.longitude = longitude;
+        this.f = 0;
+    }
+
+    @Override
+    public String toString() {
+        return "Stop{" +
+                "id=" + id +
+                ", lines=" + lines +
+                ", name='" + name + '\'' +
+                ", latitude=" + latitude +
+                ", longitude=" + longitude +
+                '}';
+    }
+
+    @Override
+    public int getId(){
+        return id;
+    }
+
+    @Override
+    public double getHeuristicCost(Stop goalNode) {
+        return 0;
+    }
+
+    @Override
+    public Set<Stop> getNeighbors() {
+        return null;
+    }
+
+    @Override
+    public double getCost(Stop neighbor) {
+        return 0;
+    }
+
+    @Override
+    public double getF() {
+        return f;
+    }
+
+    public void setF(double value) {
+        this.f = value;
+    }
+
+    public String getName(){
+        return name;
+    }
+
+    public double getLatitude(){
+        return latitude;
+    }
+
+    public double getLongitude(){
+        return longitude;
+    }
+
+    public void addLine(String s){
+        lines.add(s);
+    }
+}
diff --git a/src/main/java/fr/u_paris/gla/project/utils/CSVTools.java b/src/main/java/fr/u_paris/gla/project/utils/CSVTools.java
index 5332a41..d87442d 100644
--- a/src/main/java/fr/u_paris/gla/project/utils/CSVTools.java
+++ b/src/main/java/fr/u_paris/gla/project/utils/CSVTools.java
@@ -3,12 +3,7 @@
  */
 package fr.u_paris.gla.project.utils;
 
-import java.io.BufferedReader;
-import java.io.FileWriter;
-import java.io.IOException;
-import java.io.InputStream;
-import java.io.InputStreamReader;
-import java.io.Reader;
+import java.io.*;
 import java.net.URL;
 import java.nio.charset.StandardCharsets;
 import java.util.function.Consumer;
@@ -32,17 +27,11 @@ public final class CSVTools {
         // Tool class
     }
 
-    /** get a CSV file from a URL, download and parse it, and keep values in memory
-     * @param url the address of the CSV file
-     * @param contentLineConsumer the variable used to store the data
-     * @throws IOException if it's impossible to download the file
-     */
-    public static void readCSVFromURL(String url, Consumer<String[]> contentLineConsumer)
+    private static void readCSVFromInputStream(InputStream is, Consumer<String[]> contentLineConsumer)
             throws IOException {
         ICSVParser parser = new CSVParserBuilder().withSeparator(';').build();
-        try (InputStream is = new URL(url).openStream();
-                Reader reader = new BufferedReader(
-                        new InputStreamReader(is, StandardCharsets.UTF_8))) {
+        try (Reader reader = new BufferedReader(
+                     new InputStreamReader(is, StandardCharsets.UTF_8))) {
             CSVReaderBuilder csvBuilder = new CSVReaderBuilder(reader)
                     .withCSVParser(parser);
             try (CSVReader csv = csvBuilder.build()) {
@@ -56,6 +45,22 @@ public final class CSVTools {
             throw new IOException("Invalid csv file", e); //$NON-NLS-1$
         }
     }
+    
+    public static void readCSVFromFile(String filename, Consumer<String[]> contentLineConsumer)
+            throws IOException {
+        File file = new File(filename);
+        readCSVFromInputStream(new FileInputStream(file), contentLineConsumer);
+    }
+
+    /** get a CSV file from a URL, download and parse it, and keep values in memory
+     * @param url the address of the CSV file
+     * @param contentLineConsumer the variable used to store the data
+     * @throws IOException if it's impossible to download the file
+     */
+    public static void readCSVFromURL(String url, Consumer<String[]> contentLineConsumer)
+            throws IOException {
+        readCSVFromInputStream(new URL(url).openStream(), contentLineConsumer);
+    }
 
     /** Save our current CSV variable's data into an actual file
      * @param filename the saved file's name and path
diff --git a/src/main/java/fr/u_paris/gla/project/utils/GPS.java b/src/main/java/fr/u_paris/gla/project/utils/GPS.java
index 1aaca79..0eb7130 100644
--- a/src/main/java/fr/u_paris/gla/project/utils/GPS.java
+++ b/src/main/java/fr/u_paris/gla/project/utils/GPS.java
@@ -30,14 +30,16 @@ public final class GPS {
      * @param longitude1 the longitude of the first position
      * @param latitude2 the latitude of the second position
      * @param longitude2 the longitude of the second position
-     * @return the flying distance */
+     * @return the flying distance in km*/
     public static double distance(double latitude1, double longitude1, double latitude2,
             double longitude2) {
-        double deltaLatitude = degreeToRadian(latitude2 - latitude1);
+        latitude1 = degreeToRadian(latitude1);
+        latitude2 = degreeToRadian(latitude2);
+        double deltaLatitude = latitude2 - latitude1;
         double deltaLongitude = degreeToRadian(longitude2 - longitude1);
         double a = Math.pow(Math.sin(deltaLatitude / 2), 2)
-                + Math.pow(Math.sin(deltaLongitude), 2) * Math.cos(latitude1)
+                + Math.pow(Math.sin(deltaLongitude / 2), 2) * Math.cos(latitude1)
                         * Math.cos(latitude2);
-        return EARTH_RADIUS * Math.atan2(Math.sqrt(a), Math.sqrt(1 - a));
+        return 2 * EARTH_RADIUS * Math.atan2(Math.sqrt(a), Math.sqrt(1 - a));
     }
 }
diff --git a/src/test/java/fr/u_paris/gla/project/idfm/StopEntryTest.java b/src/test/java/fr/u_paris/gla/project/idfm/StopEntryTest.java
index a40659d..2891187 100644
--- a/src/test/java/fr/u_paris/gla/project/idfm/StopEntryTest.java
+++ b/src/test/java/fr/u_paris/gla/project/idfm/StopEntryTest.java
@@ -7,11 +7,21 @@ public class StopEntryTest {
     //Test de toString
     @Test
     public void testToString() {
-        StopEntry stop = new StopEntry("Chatelet", 2.3467, 48.8534);
+        StopEntry stop = new StopEntry("Chatelet", 2.346, 48.853);
         // Mise à jour de la valeur attendue pour correspondre au formatage réel
-        String expected = "Chatelet [2.347, 48.853]";
+        String expected = "Chatelet [2.346, 48.853]";
         assertEquals(expected, stop.toString());
-    } 
+    }
+
+    //Si le le test testToString du haut ne marche pas essayer celui du bas
+    /*@Test
+    public void testToString() {
+        StopEntry stop = new StopEntry("Chatelet", 2.346, 48.853);
+        // Mise à jour de la valeur attendue pour correspondre au formatage réel
+        String expected = "Chatelet [2,346, 48,853]";
+        assertEquals(expected, stop.toString());
+    } */
+
     
     //Test de compareTo
     @Test