diff --git a/src/google_creux.adb b/src/google_creux.adb
index 3914a7a..2def15d 100644
--- a/src/google_creux.adb
+++ b/src/google_creux.adb
@@ -15,9 +15,12 @@ package body Google_Creux is
     procedure create_H(mat: in out T_Google; file: in out Ada.Text_IO.File_Type) is
         row, col: Natural;
         nb: Natural := 0;
+        stdout: constant Ada.Text_IO.File_Type := Ada.Text_IO.Standard_Output;
     begin
         mat.rows(0) := 0;
         for i in 0..N-1 loop
+            String'Write(Ada.Text_IO.Text_Streams.Stream(stdout),
+                            ASCII.CR & "ite:" & Integer'Image(i) & " /" & Integer'Image(N-1));
             reset(file, In_File);
             skip_line(file);
             for j in 0..N_links-1 loop
diff --git a/src/google_creux.ads b/src/google_creux.ads
index 3728ca5..c8d7a36 100644
--- a/src/google_creux.ads
+++ b/src/google_creux.ads
@@ -23,10 +23,9 @@ package Google_Creux is
     type T_Google is record
         cols: T_Cols;
         rows: T_Rows;
-        offset: T_Element;
     end record;
 
-    function calcul(vec : T_Vecteur_Element; mat : T_Google; alpha: in T_Element) return T_Vecteur_Element;
+    function calcul(vec: T_Vecteur_Element; mat :T_Google; alpha: in T_Element) return T_Vecteur_Element;
 
     procedure create_H(mat: in out T_Google; file: in out Ada.Text_IO.File_Type);
 
diff --git a/src/pagerank.adb b/src/pagerank.adb
index 40d9b43..a27f282 100644
--- a/src/pagerank.adb
+++ b/src/pagerank.adb
@@ -180,9 +180,9 @@ procedure pageRank is
                              "ite:" & Integer'Image(i) & " /" & Integer'Image(ite_max) & ASCII.CR);
             end loop; new_line;
 
-            new_line;
-            put_line("final pi:");
-            put(pi);
+            -- new_line;
+            -- put_line("final pi:");
+            -- put(pi);
     
         end algorithm_naif;
 
diff --git a/src/vector.adb b/src/vector.adb
index 0b82fde..9722366 100644
--- a/src/vector.adb
+++ b/src/vector.adb
@@ -79,4 +79,94 @@ package body vector is
         end loop;
     end sort_with_index_desc;
 
+    procedure quicksort(vec: in out T_Vecteur_Element; vec_index: in out T_Vecteur_Natural; a, b: in Natural) is
+        pivot: Natural := a;
+        i: Natural := a;
+        tmp: T_Element;
+    begin
+        if b - a > 1 then
+            for j in a..b loop
+                if vec(j) <= vec(pivot) then
+                    i := i + 1;
+                    tmp := vec(i);
+                    vec(i) := vec(j);
+                    vec(j) := tmp;
+                else
+                    null;
+                end if;
+            end loop;
+
+            tmp := vec(i);
+            vec(i) := vec(pivot);
+            vec(pivot) := tmp;
+            
+            pivot := i;
+
+            put(vec); new_line;
+            
+            if pivot - 1 > 0 then    
+                quicksort(vec, vec_index, a, pivot-1);
+            elsif b - pivot - 1 > 0 then
+                quicksort(vec, vec_index, pivot+1, b);
+            else 
+                null;
+            end if;
+        else
+            null;
+        end if;
+    end quicksort;
+
 end vector;
+
+-- def triRapide(L): # Quicksort
+--     if len(L) <= 1:
+--         return L
+--     pvt = L[0]
+--     L1, L2 = [], []
+--     for i in range(1, len(L)):
+--         if L[i] < pvt:
+--             L1.append(L[i])
+--         else:
+--             L2.append(L[i])
+--     return triRapide(L1) + [pvt] + triRapide(L2)
+
+-- procedure Quick_Sort (A : in out Element_Array) is
+ 
+--    procedure Swap(Left, Right : Index) is
+--       Temp : Element := A (Left);
+--    begin
+--       A (Left) := A (Right);
+--       A (Right) := Temp;
+--    end Swap;
+ 
+-- begin
+--    if A'Length > 1 then
+--    declare
+--       Pivot_Value : Element := A (A'First);
+--       Right       : Index := A'Last;
+--       Left        : Index := A'First;
+--    begin
+--        loop
+--           while Left < Right and not (Pivot_Value < A (Left)) loop
+--              Left := Index'Succ (Left);
+--           end loop;
+--           while Pivot_Value < A (Right) loop
+--              Right := Index'Pred (Right);
+--           end loop;
+--           exit when Right <= Left;
+--           Swap (Left, Right);
+--           Left := Index'Succ (Left);
+--           Right := Index'Pred (Right);
+--        end loop;
+--        if Right = A'Last then
+--           Right := Index'Pred (Right);
+--           Swap (A'First, A'Last);
+--        end if;
+--        if Left = A'First then
+--           Left := Index'Succ (Left);
+--        end if;
+--        Quick_Sort (A (A'First .. Right));
+--        Quick_Sort (A (Left .. A'Last));
+--    end;
+--    end if;
+-- end Quick_Sort;
\ No newline at end of file
diff --git a/src/vector.ads b/src/vector.ads
index d79be42..835130e 100644
--- a/src/vector.ads
+++ b/src/vector.ads
@@ -27,4 +27,6 @@ package Vector is
 
     procedure sort_with_index_desc(vec: in out T_Vecteur_Element; vec_index: in out T_Vecteur_Natural);
 
+    procedure quicksort(vec: in out T_Vecteur_Element; vec_index: in out T_Vecteur_Natural; a, b: in Natural);
+
 end Vector;