forked from abraham/2026_TD3_DEV51_Qualite_Algo
Palier 1 : objectifs
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# Groupe :
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- Karl FRAMERY
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- Ozvann ABRAHAM
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# 1.Mesurer
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```gcc -O2 banque.c -o banque && time ./banque```
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```
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Empreinte : ff68d260a7a58441
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real 0m4,793s
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user 0m4,772s
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sys 0m0,005s
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```
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Le temps d'éxecution du programme est de 4.793 seconde et l'emprunte est <ff68d260a7a58441>
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# 2.Profiler
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La fonction F1 : <trier_par_montant> est d'une complexité <span style="color:yellow">[O(n²)]</span> pour une utilisation du temps de 43.77% du temps totale d'exécution pour 1 call.
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La fonction F7 : <nb_paires_opposees> est d'une complexité <span style="color:yellow">[O(n²)]</span> pour une utilisation du temps de 15.32% du temps totale d'exécution pour 1 call.
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La fonction F8 : <nb_facons_rendre> est d'une complexité <span style="color:red">[O(2^n)]</span> pour une utilisation du temps de 12.84% du temps totale d'exécution pour 1 call.
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La fonction F6 : <rechercher_par_id> est d'une complexité <span style="color:blue">[O(n)]</span> pour une utilisation du temps de 12.21% du temps totale d'exécution pour 30000 calls.
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On peut voir que les fonctions les plus coûteuse ont les plus grande complexité.
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# 3.Calculer
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### Fonction F1
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La complexité de la fonction est de <span style="color:yellow">[O(n²)]</span> pour un M de 6
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### Fonction F2
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La complexité de la fonction est de <span style="color:yellow">[O(n²)]</span> pour un M de 5
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### Fonction F3
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La complexité de la fonction est de <span style="color:yellow">[O(n²)]</span> pour un M de 4
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### Fonction F4
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La complexité de la fonction est de <span style="color:yellow">[O(n²)]</span> pour un M de 4
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### Fonction F5
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La complexité de la fonction est de <span style="color:yellow">[O(n³)]</span> pour un M de 5
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### Fonction F6
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La complexité de la fonction est de <span style="color:blue">[O(n)]</span> pour un M de 3
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### Fonction F7
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La complexité de la fonction est de <span style="color:yellow">[O(n²)]</span> pour un M de 4
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### Fonction F8
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La complexité de la fonction est de <span style="color:red">[O(2^n)]</span> pour un M de 4
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### Fonction F9
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La complexité de la fonction est de <span style="color:blue">[O(1)]</span> pour un M de 14
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### Fonction F10
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La complexité de la fonction est de <span style="color:blue">[O(n)]</span> pour un M de 2
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Flat profile:
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Each sample counts as 0.01 seconds.
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% cumulative self self total
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time seconds seconds calls s/call s/call name
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43.77 5.20 5.20 1 5.20 5.20 trier_par_montant
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15.32 7.02 1.82 1 1.82 1.82 nb_paires_opposees
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12.84 8.54 1.52 1 1.52 1.52 nb_facons_rendre
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12.21 9.99 1.45 30000 0.00 0.00 rechercher_par_id
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6.06 10.71 0.72 6017 0.00 0.00 longueur
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4.04 11.20 0.48 1 0.48 0.48 meilleure_periode
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1.94 11.43 0.23 1 0.23 0.23 nb_clients_distincts
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1.60 11.62 0.19 1 0.19 0.19 total_par_client
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1.01 11.73 0.12 _init
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0.84 11.84 0.10 1 0.10 0.10 total_par_jour
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0.38 11.88 0.04 30000 0.00 0.00 categorie
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0.00 11.88 0.00 149998 0.00 0.00 alea
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0.00 11.88 0.00 6017 0.00 0.00 ajouter_ligne
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0.00 11.88 0.00 1 0.00 0.00 empreinte
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0.00 11.88 0.00 1 0.00 0.00 generer_transactions
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% the percentage of the total running time of the
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time program used by this function.
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cumulative a running sum of the number of seconds accounted
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seconds for by this function and those listed above it.
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self the number of seconds accounted for by this
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seconds function alone. This is the major sort for this
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listing.
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calls the number of times this function was invoked, if
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this function is profiled, else blank.
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self the average number of milliseconds spent in this
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ms/call function per call, if this function is profiled,
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else blank.
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total the average number of milliseconds spent in this
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ms/call function and its descendents per call, if this
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function is profiled, else blank.
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name the name of the function. This is the minor sort
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for this listing. The index shows the location of
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the function in the gprof listing. If the index is
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in parenthesis it shows where it would appear in
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the gprof listing if it were to be printed.
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Copyright (C) 2012-2026 Free Software Foundation, Inc.
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Copying and distribution of this file, with or without modification,
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are permitted in any medium without royalty provided the copyright
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notice and this notice are preserved.
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Call graph (explanation follows)
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granularity: each sample hit covers 4 byte(s) for 0.08% of 11.88 seconds
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index % time self children called name
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<spontaneous>
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[1] 99.0 0.00 11.76 main [1]
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5.20 0.00 1/1 trier_par_montant [2]
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1.82 0.00 1/1 nb_paires_opposees [3]
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1.52 0.00 1/1 nb_facons_rendre [4]
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1.45 0.00 30000/30000 rechercher_par_id [5]
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0.00 0.72 6017/6017 ajouter_ligne [6]
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0.48 0.00 1/1 meilleure_periode [8]
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0.23 0.00 1/1 nb_clients_distincts [9]
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0.19 0.00 1/1 total_par_client [10]
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0.10 0.00 1/1 total_par_jour [12]
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0.04 0.00 30000/30000 categorie [13]
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0.00 0.00 1/1 generer_transactions [16]
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0.00 0.00 1/1 empreinte [15]
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-----------------------------------------------
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5.20 0.00 1/1 main [1]
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[2] 43.8 5.20 0.00 1 trier_par_montant [2]
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-----------------------------------------------
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1.82 0.00 1/1 main [1]
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[3] 15.3 1.82 0.00 1 nb_paires_opposees [3]
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-----------------------------------------------
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266723738 nb_facons_rendre [4]
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1.52 0.00 1/1 main [1]
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[4] 12.8 1.52 0.00 1+266723738 nb_facons_rendre [4]
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266723738 nb_facons_rendre [4]
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-----------------------------------------------
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1.45 0.00 30000/30000 main [1]
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[5] 12.2 1.45 0.00 30000 rechercher_par_id [5]
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-----------------------------------------------
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0.00 0.72 6017/6017 main [1]
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[6] 6.1 0.00 0.72 6017 ajouter_ligne [6]
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0.72 0.00 6017/6017 longueur [7]
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-----------------------------------------------
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0.72 0.00 6017/6017 ajouter_ligne [6]
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[7] 6.1 0.72 0.00 6017 longueur [7]
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-----------------------------------------------
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0.48 0.00 1/1 main [1]
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[8] 4.0 0.48 0.00 1 meilleure_periode [8]
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-----------------------------------------------
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0.23 0.00 1/1 main [1]
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[9] 1.9 0.23 0.00 1 nb_clients_distincts [9]
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-----------------------------------------------
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0.19 0.00 1/1 main [1]
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[10] 1.6 0.19 0.00 1 total_par_client [10]
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-----------------------------------------------
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<spontaneous>
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[11] 1.0 0.12 0.00 _init [11]
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-----------------------------------------------
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0.10 0.00 1/1 main [1]
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[12] 0.8 0.10 0.00 1 total_par_jour [12]
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-----------------------------------------------
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0.04 0.00 30000/30000 main [1]
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[13] 0.4 0.04 0.00 30000 categorie [13]
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-----------------------------------------------
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0.00 0.00 149998/149998 generer_transactions [16]
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[14] 0.0 0.00 0.00 149998 alea [14]
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-----------------------------------------------
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0.00 0.00 1/1 main [1]
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[15] 0.0 0.00 0.00 1 empreinte [15]
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-----------------------------------------------
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0.00 0.00 1/1 main [1]
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[16] 0.0 0.00 0.00 1 generer_transactions [16]
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0.00 0.00 149998/149998 alea [14]
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-----------------------------------------------
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This table describes the call tree of the program, and was sorted by
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the total amount of time spent in each function and its children.
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Each entry in this table consists of several lines. The line with the
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index number at the left hand margin lists the current function.
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The lines above it list the functions that called this function,
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and the lines below it list the functions this one called.
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This line lists:
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index A unique number given to each element of the table.
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Index numbers are sorted numerically.
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The index number is printed next to every function name so
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it is easier to look up where the function is in the table.
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% time This is the percentage of the `total' time that was spent
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in this function and its children. Note that due to
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different viewpoints, functions excluded by options, etc,
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these numbers will NOT add up to 100%.
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self This is the total amount of time spent in this function.
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children This is the total amount of time propagated into this
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function by its children.
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called This is the number of times the function was called.
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If the function called itself recursively, the number
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only includes non-recursive calls, and is followed by
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a `+' and the number of recursive calls.
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name The name of the current function. The index number is
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printed after it. If the function is a member of a
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cycle, the cycle number is printed between the
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function's name and the index number.
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For the function's parents, the fields have the following meanings:
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self This is the amount of time that was propagated directly
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from the function into this parent.
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children This is the amount of time that was propagated from
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the function's children into this parent.
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called This is the number of times this parent called the
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function `/' the total number of times the function
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was called. Recursive calls to the function are not
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included in the number after the `/'.
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name This is the name of the parent. The parent's index
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number is printed after it. If the parent is a
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member of a cycle, the cycle number is printed between
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the name and the index number.
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If the parents of the function cannot be determined, the word
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`<spontaneous>' is printed in the `name' field, and all the other
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fields are blank.
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For the function's children, the fields have the following meanings:
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self This is the amount of time that was propagated directly
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from the child into the function.
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children This is the amount of time that was propagated from the
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child's children to the function.
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called This is the number of times the function called
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this child `/' the total number of times the child
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was called. Recursive calls by the child are not
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listed in the number after the `/'.
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name This is the name of the child. The child's index
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number is printed after it. If the child is a
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member of a cycle, the cycle number is printed
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between the name and the index number.
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If there are any cycles (circles) in the call graph, there is an
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entry for the cycle-as-a-whole. This entry shows who called the
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cycle (as parents) and the members of the cycle (as children.)
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The `+' recursive calls entry shows the number of function calls that
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were internal to the cycle, and the calls entry for each member shows,
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for that member, how many times it was called from other members of
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the cycle.
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Copyright (C) 2012-2026 Free Software Foundation, Inc.
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Copying and distribution of this file, with or without modification,
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are permitted in any medium without royalty provided the copyright
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notice and this notice are preserved.
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Index by function name
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[11] _init [16] generer_transactions [3] nb_paires_opposees
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[6] ajouter_ligne [7] longueur [5] rechercher_par_id
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[14] alea [8] meilleure_periode [10] total_par_client
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[13] categorie [9] nb_clients_distincts [12] total_par_jour
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[15] empreinte [4] nb_facons_rendre [2] trier_par_montant
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+6017
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