7784 lines
500 KiB
Plaintext
7784 lines
500 KiB
Plaintext
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{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Récursivité et Programmation Dynamique\n",
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"\n",
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"# La reproduction des lapins\n",
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"\n",
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"Nous allons utiliser 2 grandes méthodes de programmation que nous allons appliquer à un problème célèbre et récurrent dans le milieu de la programmation.\n",
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"\n",
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"En 1202, Leonardo Fibonacci publie un ouvrage dans lequel il traite d'un problème simple et concret : la croissance d'une population de lapins. Il s'agit de savoir comment contrôler la population des clapiers et quand vendre ses lapins, etc.\n",
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"\n",
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"Voici le fonctionnement simplifié de cette reproduction :\n",
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"\n",
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"1. On compte les lapins par **couple**\n",
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"2. **Chaque mois** chaque couple de lapins matures donne naissance à 1 couple de jeunes lapins immatures\n",
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"3. Après 2 mois les jeunes couples devienent matures et engendrent à leur tour un jeune couple immature\n",
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"4. On étudie la croissance de la population tous les mois : n est le nombre de mois\n",
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"\n",
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"| n | 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |\n",
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"|:------------------------------:|:-:|:-:|:-:|:-:|:-:|:-:|:-:|:--:|:--:|:--:|:--:|\n",
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"| nb couples matures | 0 | 0 | 0 | 1 | 1 | 2 | 3 | 5 | 8 | 13 | 21 |\n",
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"| nb couples immatures 1er mois | 0 | 1 | 0 | 1 | 1 | 2 | 3 | 5 | 8 | 13 | 21 |\n",
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"| nb couples immatures 2ème mois | 0 | 0 | 1 | 0 | 1 | 1 | 2 | 3 | 5 | 8 | 13 |\n",
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"| nb couples | 0 | 1 | 1 | 2 | 3 | 5 | 8 | 13 | 21 | 34 | 55 |\n",
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"\n",
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"- Complétez les mois manquants en respectant les règles de reproduction.\n",
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"\n",
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"- En vous inspirant de la méthode que vous avez employée pour compléter le tableau ci-dessus, écrivez une fonction `lapinoux(n)` qui retourne le nombre de couples de lapin obtenus au mois n.\n",
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"- Testez votre fonction pour des valeurs de n entre 0 et 10."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 32,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Pour n=0 le nombre de couples vaut:0\n",
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"Pour n=1 le nombre de couples vaut:1\n",
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"Pour n=2 le nombre de couples vaut:1\n",
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"Pour n=3 le nombre de couples vaut:2\n",
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"Pour n=4 le nombre de couples vaut:3\n",
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"Pour n=5 le nombre de couples vaut:5\n",
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"Pour n=6 le nombre de couples vaut:8\n",
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"Pour n=7 le nombre de couples vaut:13\n",
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"Pour n=8 le nombre de couples vaut:21\n",
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"Pour n=9 le nombre de couples vaut:34\n",
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"Pour n=10 le nombre de couples vaut:55\n"
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]
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}
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],
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"source": [
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"def lapinoux(n: int) -> int:\n",
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" \"\"\" Calcule le nombre de couples de lapins au bout de n mois (n>=0) \"\"\"\n",
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" assert isinstance(n, int) and n >= 0, \"n must be integer and positive\"\n",
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" \n",
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" nb_couples_matures = 0\n",
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" nb_couples_immatures1 = 1\n",
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" nb_couples_immatures2 = 0\n",
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" \n",
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" for i in range(n+1):\n",
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" nb_couples_matures += nb_couples_immatures2\n",
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" nb_couples_immatures2 = nb_couples_immatures1\n",
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" nb_couples_immatures1 = nb_couples_matures\n",
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" \n",
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" return nb_couples_matures\n",
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"\n",
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"def lapinoux_base(n: int) -> int:\n",
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" \"\"\" Calcule le nombre de couples de lapins au bout de n mois (n>=0) \"\"\"\n",
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" assert isinstance(n, int) and n >= 0, \"n must be integer and positive\"\n",
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" \n",
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" if n <= 0 : return 0\n",
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" nb_couples_matures = 0\n",
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" nb_couples_immatures1 = 1\n",
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" nb_couples_immatures2 = 0\n",
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" \n",
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" for i in range(2,n+1):\n",
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" nb_couples_matures += nb_couples_immatures2\n",
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" nb_couples_immatures2 = nb_couples_immatures1\n",
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" nb_couples_immatures1 = nb_couples_matures\n",
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"\n",
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" return nb_couples_matures + nb_couples_immatures1 + nb_couples_immatures2\n",
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"\n",
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"for i in range(11):\n",
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" print(f\"Pour n={i} le nombre de couples vaut:{lapinoux(i)}\")"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"🏁 **Terminaison** : la fonction termine toujours car elle est constituée d'un boucle finie `for ... range`.\n",
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"\n",
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"🐌 **Complexité** : $O(n)$ car à chaque fois qu'on augmente n de 1 on ajoute un tour de boucle avec 3 affectations et 1 addition."
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Suite de Fibonacci\n",
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"\n",
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"Comme vous êtes de bons élèves en mathématiques, il ne vous a pas échappé que ce fonctionnement pouvait se formaliser sous forme de suite mathématique qu'on nomme la **Suite de Fibonacci**.\n",
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"\n",
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"En effet, vous avez pu constater que pour obtenir un terme pour un mois donné, il suffisait de faire la somme des termes des 2 mois précédents : `fibo(0) = 0 ; fibo(1) = 1 ; fibo(n) = fibo(n-1) + fibo(n-2)`.\n",
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"\n",
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"- Reprogrammez la fonction précédente en la nommant `fibo(n)` mais cette fois en utilisant la définition de la suite ci-dessus.\n",
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"\n",
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"- Testez votre fonction pour des valeurs de n entre 0 et 10."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 33,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Pour n=0 le nombre de couples vaut:0\n",
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"Pour n=1 le nombre de couples vaut:1\n",
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"Pour n=2 le nombre de couples vaut:1\n",
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"Pour n=3 le nombre de couples vaut:2\n",
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"Pour n=4 le nombre de couples vaut:3\n",
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"Pour n=5 le nombre de couples vaut:5\n",
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"Pour n=6 le nombre de couples vaut:8\n",
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"Pour n=7 le nombre de couples vaut:13\n",
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"Pour n=8 le nombre de couples vaut:21\n",
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"Pour n=9 le nombre de couples vaut:34\n",
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"Pour n=10 le nombre de couples vaut:55\n"
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]
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}
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],
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"source": [
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"def fibo(n: int) -> int:\n",
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" \"\"\" Calcule les termes de la suite de Fibonacci (n>=0) \"\"\"\n",
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" assert isinstance(n, int) and n >= 0, \"n must be integer and positive\"\n",
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" \n",
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" if n <= 0: return 0\n",
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" elif n <= 1: return 1\n",
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" \n",
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" un_moins_2 = 0\n",
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" un_moins_1 = 1\n",
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" \n",
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" for i in range(2,n+1):\n",
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" un = un_moins_1 + un_moins_2\n",
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" un_moins_2 = un_moins_1\n",
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" un_moins_1 = un\n",
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" return un\n",
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"\n",
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"for i in range(11):\n",
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" print(f\"Pour n={i} le nombre de couples vaut:{fibo(i)}\")"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"🏁 **Terminaison** : la fonction termine toujours car elle est constituée d'un boucle finie `for ... range`.\n",
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"\n",
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"🐌 **Complexité** : $O(n)$ car à chaque fois qu'on augmente n de 1 on ajoute un tour de boucle avec 3 affectations et 1 addition."
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Récursivité\n",
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"\n",
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"⚠️ En informatique une fonction peut **s'appeler elle-même**, c'est ce qu'on nomme une **fonction récursive**. Faisons un exemple pour voir :"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 10,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
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|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
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"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n",
|
||
|
|
"Lancement de la fonction recursive_infinie()\n"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"ename": "RecursionError",
|
||
|
|
"evalue": "maximum recursion depth exceeded while calling a Python object",
|
||
|
|
"output_type": "error",
|
||
|
|
"traceback": [
|
||
|
|
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
|
||
|
|
"\u001b[0;31mRecursionError\u001b[0m Traceback (most recent call last)",
|
||
|
|
"\u001b[0;32m<ipython-input-10-2d19be49f426>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mrecursive_infinie\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 5\u001b[0;31m \u001b[0mrecursive_infinie\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
|
||
|
|
"\u001b[0;32m<ipython-input-10-2d19be49f426>\u001b[0m in \u001b[0;36mrecursive_infinie\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mrecursive_infinie\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Lancement de la fonction recursive_infinie()\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m \u001b[0mrecursive_infinie\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 4\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0mrecursive_infinie\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
|
||
|
|
"... last 1 frames repeated, from the frame below ...\n",
|
||
|
|
"\u001b[0;32m<ipython-input-10-2d19be49f426>\u001b[0m in \u001b[0;36mrecursive_infinie\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mrecursive_infinie\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Lancement de la fonction recursive_infinie()\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m \u001b[0mrecursive_infinie\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 4\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0mrecursive_infinie\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
|
||
|
|
"\u001b[0;31mRecursionError\u001b[0m: maximum recursion depth exceeded while calling a Python object"
|
||
|
|
]
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"source": [
|
||
|
|
"def recursive_infinie():\n",
|
||
|
|
" print(\"Lancement de la fonction recursive_infinie()\")\n",
|
||
|
|
" recursive_infinie()\n",
|
||
|
|
" \n",
|
||
|
|
"recursive_infinie()"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "markdown",
|
||
|
|
"metadata": {},
|
||
|
|
"source": [
|
||
|
|
"Vous constatez que la fonction **s'appelle elle-même** sans s'arrêter jusqu'à provoquer l'erreur : *RecursionError: maximum recursion depth exceeded while calling a Python object*. Qui se traduit littéralement par : *Ta function ne s'arrête pas gros noob !*\n",
|
||
|
|
"\n",
|
||
|
|
"⚠️ Quand nous écrivons une **fonction récursive**, il faut s'assurer que la **fonction s'arrête à coup sûr** ! Il faut donc bien écrire le ou les **cas d'arrêt**.\n",
|
||
|
|
"\n",
|
||
|
|
"Essayons cet autre exemple :"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 3,
|
||
|
|
"metadata": {},
|
||
|
|
"outputs": [
|
||
|
|
{
|
||
|
|
"name": "stdout",
|
||
|
|
"output_type": "stream",
|
||
|
|
"text": [
|
||
|
|
"On est dans la fonction recursive(10)\n",
|
||
|
|
"On est dans la fonction recursive(9)\n",
|
||
|
|
"On est dans la fonction recursive(8)\n",
|
||
|
|
"On est dans la fonction recursive(7)\n",
|
||
|
|
"On est dans la fonction recursive(6)\n",
|
||
|
|
"On est dans la fonction recursive(5)\n",
|
||
|
|
"On est dans la fonction recursive(4)\n",
|
||
|
|
"On est dans la fonction recursive(3)\n",
|
||
|
|
"On est dans la fonction recursive(2)\n",
|
||
|
|
"On est dans la fonction recursive(1)\n",
|
||
|
|
"On est dans la fonction recursive(0)\n",
|
||
|
|
"C'est fini !\n"
|
||
|
|
]
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"source": [
|
||
|
|
"def recursive(n: int):\n",
|
||
|
|
" print(f\"On est dans la fonction recursive({n})\")\n",
|
||
|
|
" if n <= 0 :\n",
|
||
|
|
" print(\"C'est fini !\")\n",
|
||
|
|
" else :\n",
|
||
|
|
" recursive(n-1)\n",
|
||
|
|
" \n",
|
||
|
|
"recursive(10)"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "markdown",
|
||
|
|
"metadata": {},
|
||
|
|
"source": [
|
||
|
|
"- Écrivez la fonction `fibor(n)` pour calculer les termes de la Suite de Fibonacci en utilisant une **fonction récursive**. Pour cela vous devez utiliser le fait que `fibor(n)` doit **retourner** `fibor(n-1) + fibor(n-2)` ! Et pensez aux cas d'arrêt !\n",
|
||
|
|
"- Testez votre fonction pour des valeurs de n entre 0 et 10."
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 4,
|
||
|
|
"metadata": {},
|
||
|
|
"outputs": [
|
||
|
|
{
|
||
|
|
"name": "stdout",
|
||
|
|
"output_type": "stream",
|
||
|
|
"text": [
|
||
|
|
"Pour n=0 le nombre de couples vaut:0\n",
|
||
|
|
"Pour n=1 le nombre de couples vaut:1\n",
|
||
|
|
"Pour n=2 le nombre de couples vaut:1\n",
|
||
|
|
"Pour n=3 le nombre de couples vaut:2\n",
|
||
|
|
"Pour n=4 le nombre de couples vaut:3\n",
|
||
|
|
"Pour n=5 le nombre de couples vaut:5\n",
|
||
|
|
"Pour n=6 le nombre de couples vaut:8\n",
|
||
|
|
"Pour n=7 le nombre de couples vaut:13\n",
|
||
|
|
"Pour n=8 le nombre de couples vaut:21\n",
|
||
|
|
"Pour n=9 le nombre de couples vaut:34\n",
|
||
|
|
"Pour n=10 le nombre de couples vaut:55\n"
|
||
|
|
]
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"source": [
|
||
|
|
"def fibor(n: int) -> int:\n",
|
||
|
|
" \"\"\" Calcule les termes de la suite de Fibonacci récursivement (n>=0) \"\"\"\n",
|
||
|
|
" assert isinstance(n, int) and n >= 0, \"n must be integer and positive\"\n",
|
||
|
|
" \n",
|
||
|
|
" if n < 2: return n\n",
|
||
|
|
" else: return fibor(n-1) + fibor(n-2)\n",
|
||
|
|
" \n",
|
||
|
|
"for i in range(11):\n",
|
||
|
|
" print(f\"Pour n={i} le nombre de couples vaut:{fibor(i)}\")"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "markdown",
|
||
|
|
"metadata": {},
|
||
|
|
"source": [
|
||
|
|
"🏁 **Terminaison** : la fonction termine toujours car elle est appelée récursivement avec des paramètres entiers positifs **décroissants** donc ils arriveront forcément à 0 et 1 ce qui **arrêtera les appels récursifs**.\n",
|
||
|
|
"\n",
|
||
|
|
"🐌 **Complexité** : $O(A^n)$, chaque appel de la fonction avec un nombre n plus grand déploie un arbre d'appel qui croît exponentiellement.\n",
|
||
|
|
"\n",
|
||
|
|
"Cette méthode de programmation **récursive** est séduisante car elle permet de **programmer simplement** des problèmes **difficiles** (parcours de structures, etc.). Mais elle a un gros défaut, c'est qu'elle est souvent **peu performante** en terme de **temps de calcul** et **d'efficacité mémoire**. Voyons pourquoi.\n",
|
||
|
|
"\n",
|
||
|
|
"- Ajouter à votre fonction un `print` qui permet de voir toutes les fonctions appelées. Ensuite testez `fibor(10)`"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 2,
|
||
|
|
"metadata": {},
|
||
|
|
"outputs": [
|
||
|
|
{
|
||
|
|
"name": "stdout",
|
||
|
|
"output_type": "stream",
|
||
|
|
"text": [
|
||
|
|
"On calcule fibor(10)\n",
|
||
|
|
"On calcule fibor(9)\n",
|
||
|
|
"On calcule fibor(8)\n",
|
||
|
|
"On calcule fibor(7)\n",
|
||
|
|
"On calcule fibor(6)\n",
|
||
|
|
"On calcule fibor(5)\n",
|
||
|
|
"On calcule fibor(4)\n",
|
||
|
|
"On calcule fibor(3)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(3)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(4)\n",
|
||
|
|
"On calcule fibor(3)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(5)\n",
|
||
|
|
"On calcule fibor(4)\n",
|
||
|
|
"On calcule fibor(3)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(3)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(6)\n",
|
||
|
|
"On calcule fibor(5)\n",
|
||
|
|
"On calcule fibor(4)\n",
|
||
|
|
"On calcule fibor(3)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(3)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(4)\n",
|
||
|
|
"On calcule fibor(3)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(7)\n",
|
||
|
|
"On calcule fibor(6)\n",
|
||
|
|
"On calcule fibor(5)\n",
|
||
|
|
"On calcule fibor(4)\n",
|
||
|
|
"On calcule fibor(3)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(3)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(4)\n",
|
||
|
|
"On calcule fibor(3)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(5)\n",
|
||
|
|
"On calcule fibor(4)\n",
|
||
|
|
"On calcule fibor(3)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(3)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(8)\n",
|
||
|
|
"On calcule fibor(7)\n",
|
||
|
|
"On calcule fibor(6)\n",
|
||
|
|
"On calcule fibor(5)\n",
|
||
|
|
"On calcule fibor(4)\n",
|
||
|
|
"On calcule fibor(3)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(3)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(4)\n",
|
||
|
|
"On calcule fibor(3)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(5)\n",
|
||
|
|
"On calcule fibor(4)\n",
|
||
|
|
"On calcule fibor(3)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(3)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(6)\n",
|
||
|
|
"On calcule fibor(5)\n",
|
||
|
|
"On calcule fibor(4)\n",
|
||
|
|
"On calcule fibor(3)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(3)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(4)\n",
|
||
|
|
"On calcule fibor(3)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(2)\n",
|
||
|
|
"On calcule fibor(1)\n",
|
||
|
|
"On calcule fibor(0)\n",
|
||
|
|
"55\n",
|
||
|
|
"fibor lancée 177 fois\n"
|
||
|
|
]
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"source": [
|
||
|
|
"compteur = 0\n",
|
||
|
|
"\n",
|
||
|
|
"def fibor(n: int) -> int:\n",
|
||
|
|
" \"\"\" Calcule les termes de la suite de Fibonacci récursivement (n>=0) \"\"\"\n",
|
||
|
|
" assert isinstance(n, int) and n >= 0, \"n must be integer and positive\"\n",
|
||
|
|
" global compteur\n",
|
||
|
|
" compteur += 1\n",
|
||
|
|
" print(f\"On calcule fibor({n})\")\n",
|
||
|
|
" if n < 2: return n\n",
|
||
|
|
" else: return fibor(n-1) + fibor(n-2)\n",
|
||
|
|
" \n",
|
||
|
|
"print(fibor(10))\n",
|
||
|
|
"print(\"fibor lancée\", compteur, \"fois\")"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"attachments": {
|
||
|
|
"out.svg": {
|
||
|
|
"image/svg+xml": [
|
||
|
|
"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
|
||
|
|
]
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"cell_type": "markdown",
|
||
|
|
"metadata": {},
|
||
|
|
"source": [
|
||
|
|
"Vous constatez que la fonction `fibor` est lancée **177 fois** ! Et surtout, on calcule les mêmes valeurs plusieurs fois, par exemple on calcule **8 fois** `fibor(5)` !\n",
|
||
|
|
"\n",
|
||
|
|
"Cette image montre bien le problème pour `fibor(6)` :\n",
|
||
|
|
"\n",
|
||
|
|
"\n",
|
||
|
|
"\n",
|
||
|
|
"On voit dans l'arbre des appels successifs que `fibor(4)` est calculé 2 fois et `fibor(3)` 3 fois. Ce qui est évidemment **inefficace**.\n",
|
||
|
|
"\n",
|
||
|
|
"On peut, en général, améliorer la **récursivité** en faisant de la **récursivité terminale**, mais nous approfondirons ce problème plus tard...\n",
|
||
|
|
"\n",
|
||
|
|
"⚠️ Retenons pour l'instant que la **récursivité** permet de programmer avec **simplicité et élégance** des problème **difficiles** mais souvent au **détriment de la performance**.\n",
|
||
|
|
"\n",
|
||
|
|
"# Programmation dynamique\n",
|
||
|
|
"\n",
|
||
|
|
"Le gros défaut de l'algorithme précédent est qu'il **recalcule** sans cesse les **mêmes termes** inutilement. Il existe une méthode de programmation qui répond justement à ce problème :\n",
|
||
|
|
"\n",
|
||
|
|
"⚠️ La **programmation dynamique** est une méthode de programmation qui consiste à **enregistrer des résultats de calculs intermédiaires** pour les **réutiliser plus tard afin d'éviter de les recalculer**.\n",
|
||
|
|
"\n",
|
||
|
|
"- Écrivez la fonction `fibordyn` qui calcule les termes de la suite de Fibonacci **récursivement** mais avec une **liste pour enregistrer les résultats intermédiaires** que vous consulterez avant de recommencer un calcul.\n",
|
||
|
|
"\n",
|
||
|
|
"- Testez votre fonction avec n = 10."
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 7,
|
||
|
|
"metadata": {},
|
||
|
|
"outputs": [
|
||
|
|
{
|
||
|
|
"name": "stdout",
|
||
|
|
"output_type": "stream",
|
||
|
|
"text": [
|
||
|
|
"On appelle fibor(10)\n",
|
||
|
|
"On appelle fibor(9)\n",
|
||
|
|
"On appelle fibor(8)\n",
|
||
|
|
"On appelle fibor(7)\n",
|
||
|
|
"On appelle fibor(6)\n",
|
||
|
|
"On appelle fibor(5)\n",
|
||
|
|
"On appelle fibor(4)\n",
|
||
|
|
"On appelle fibor(3)\n",
|
||
|
|
"On appelle fibor(2)\n",
|
||
|
|
"On appelle fibor(1)\n",
|
||
|
|
"On appelle fibor(0)\n",
|
||
|
|
"On appelle fibor(1)\n",
|
||
|
|
"On appelle fibor(2)\n",
|
||
|
|
"On appelle fibor(3)\n",
|
||
|
|
"On appelle fibor(4)\n",
|
||
|
|
"On appelle fibor(5)\n",
|
||
|
|
"On appelle fibor(6)\n",
|
||
|
|
"On appelle fibor(7)\n",
|
||
|
|
"On appelle fibor(8)\n",
|
||
|
|
"55\n",
|
||
|
|
"On appelle fibor(10)\n",
|
||
|
|
"On appelle fibor(9)\n",
|
||
|
|
"On appelle fibor(8)\n",
|
||
|
|
"On appelle fibor(7)\n",
|
||
|
|
"On appelle fibor(6)\n",
|
||
|
|
"On appelle fibor(5)\n",
|
||
|
|
"On appelle fibor(4)\n",
|
||
|
|
"On appelle fibor(3)\n",
|
||
|
|
"On appelle fibor(2)\n",
|
||
|
|
"55\n",
|
||
|
|
"On appelle fibor(10)\n",
|
||
|
|
"On appelle fibor(9)\n",
|
||
|
|
"On appelle fibor(8)\n",
|
||
|
|
"On appelle fibor(7)\n",
|
||
|
|
"On appelle fibor(6)\n",
|
||
|
|
"On appelle fibor(5)\n",
|
||
|
|
"On appelle fibor(4)\n",
|
||
|
|
"On appelle fibor(3)\n",
|
||
|
|
"On appelle fibor(2)\n",
|
||
|
|
"55\n"
|
||
|
|
]
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"source": [
|
||
|
|
"def fibordyn1(n: int) -> int:\n",
|
||
|
|
" \"\"\" Lanceur de la fonction fibor (n>=0) : initialisation du tableau de résultats \"\"\"\n",
|
||
|
|
" assert isinstance(n, int) and n >= 0, \"n must be integer and positive\"\n",
|
||
|
|
" resultats = [None for i in range(n+2)]\n",
|
||
|
|
" resultats[0] = 0\n",
|
||
|
|
" resultats[1] = 1\n",
|
||
|
|
" return fibor1(n, resultats)\n",
|
||
|
|
"\n",
|
||
|
|
"def fibor1(n: int, resultats: list) -> int:\n",
|
||
|
|
" \"\"\" Calcule les termes de la suite de Fibonacci récursivement avec programmation dynamique (n>=0) \"\"\"\n",
|
||
|
|
" assert isinstance(n, int) and n >= 0, \"n must be integer and positive\"\n",
|
||
|
|
" print(f\"On appelle fibor({n})\")\n",
|
||
|
|
"\n",
|
||
|
|
" if resultats[n] == None:\n",
|
||
|
|
" resultats[n] = fibor1(n-1, resultats) + fibor1(n-2, resultats)\n",
|
||
|
|
" \n",
|
||
|
|
" return resultats[n]\n",
|
||
|
|
"\n",
|
||
|
|
"def fibordyn2(n: int) -> int:\n",
|
||
|
|
" \"\"\" Lanceur de la fonction fibor (n>=0) : initialisation du tableau de résultats \"\"\"\n",
|
||
|
|
" assert isinstance(n, int) and n >= 0, \"n must be integer and positive\"\n",
|
||
|
|
" resultats = [None for i in range(n+2)]\n",
|
||
|
|
" resultats[0] = 0\n",
|
||
|
|
" resultats[1] = 1\n",
|
||
|
|
" return fibor2(n, resultats)\n",
|
||
|
|
"\n",
|
||
|
|
"def fibor2(n: int, resultats: list) -> int:\n",
|
||
|
|
" \"\"\" Calcule les termes de la suite de Fibonacci récursivement avec programmation dynamique (n>=0) \"\"\"\n",
|
||
|
|
" assert isinstance(n, int) and n >= 0, \"n must be integer and positive\"\n",
|
||
|
|
" print(f\"On appelle fibor({n})\")\n",
|
||
|
|
" if resultats[n] != None: return resultats[n]\n",
|
||
|
|
" if resultats[n-1] == None: resultats[n-1] = fibor2(n-1, resultats)\n",
|
||
|
|
" if resultats[n-2] == None: resultats[n-2] = fibor2(n-2, resultats)\n",
|
||
|
|
" return resultats[n-1] + resultats[n-2]\n",
|
||
|
|
"\n",
|
||
|
|
"def fibordyn3(n: int) -> int:\n",
|
||
|
|
" \"\"\" Lanceur de la fonction fibor (n>=0) : initialisation du tableau de résultats \"\"\"\n",
|
||
|
|
" assert isinstance(n, int) and n >= 0, \"n must be integer and positive\"\n",
|
||
|
|
" resultats = [None for i in range(n+2)]\n",
|
||
|
|
" resultats[0] = 0\n",
|
||
|
|
" resultats[1] = 1\n",
|
||
|
|
" \n",
|
||
|
|
" # === Nested function ===\n",
|
||
|
|
" def fibor3(n: int) -> int:\n",
|
||
|
|
" \"\"\" Calcule les termes de la suite de Fibonacci récursivement avec programmation dynamique (n>=0) \"\"\"\n",
|
||
|
|
" assert isinstance(n, int) and n >= 0, \"n must be integer and positive\"\n",
|
||
|
|
" print(f\"On appelle fibor({n})\")\n",
|
||
|
|
" \n",
|
||
|
|
" if resultats[n] != None: return resultats[n]\n",
|
||
|
|
" if resultats[n-1] == None: resultats[n-1] = fibor3(n-1)\n",
|
||
|
|
" if resultats[n-2] == None: resultats[n-2] = fibor3(n-2)\n",
|
||
|
|
" return resultats[n-1] + resultats[n-2]\n",
|
||
|
|
" # === End of nested function ===\n",
|
||
|
|
" \n",
|
||
|
|
" return fibor3(n)\n",
|
||
|
|
"\n",
|
||
|
|
"print(fibordyn1(10))\n",
|
||
|
|
"print(fibordyn2(10))\n",
|
||
|
|
"print(fibordyn3(10))"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "markdown",
|
||
|
|
"metadata": {},
|
||
|
|
"source": [
|
||
|
|
"🏁 **Terminaison** : la fonction termine toujours car elle est appelée récursivement avec des paramètres entiers positifs **décroissants** donc ils arriveront forcément à 0 et 1 ce qui **arrêtera les appels récursifs**.\n",
|
||
|
|
"\n",
|
||
|
|
"🐌 **Complexité** : $O(n)$, on appelle n+1 fois la fonction `fibor()` qui contient des tests, des affectations, des additions mais aussi des **accès à des listes qui se font en temps constant en Python**.\n",
|
||
|
|
"\n",
|
||
|
|
"⚠️ Je vous conseille de faire un arbre d'appel avec `n = 5` pour comprendre exactement comment marche ce programme car c'est plus subtil qu'il n'y parait ! C'est l'occasion d'utiliser [Python Tutor](http://www.pythontutor.com/visualize.html#mode=edit) !\n",
|
||
|
|
"\n",
|
||
|
|
"# Performances\n",
|
||
|
|
"\n",
|
||
|
|
"Nous avons donc 4 algorithmes différents pour calculer la croissance de la population de nos couples de lapins. Testons leurs performances.\n",
|
||
|
|
"\n",
|
||
|
|
"- **Copier-coller** la définition de votre fonction `lapinoux` au début de la cellule ci-dessous et exécutez la cellule pour analyser les performances."
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 7,
|
||
|
|
"metadata": {},
|
||
|
|
"outputs": [
|
||
|
|
{
|
||
|
|
"name": "stdout",
|
||
|
|
"output_type": "stream",
|
||
|
|
"text": [
|
||
|
|
"Test avec n=10 - Test avec n=1010 - Test avec n=2010 - Test avec n=3010 - Test avec n=4010 - Test avec n=5010 - Test avec n=6010 - Test avec n=7010 - Test avec n=8010 - Test avec n=9010 - Test avec n=10010 - Test avec n=11010 - Test avec n=12010 - Test avec n=13010 - Test avec n=14010 - Test avec n=15010 - Test avec n=16010 - Test avec n=17010 - Test avec n=18010 - Test avec n=19010 - Test avec n=20010 - Test avec n=21010 - Test avec n=22010 - Test avec n=23010 - Test avec n=24010 - Test avec n=25010 - Test avec n=26010 - Test avec n=27010 - Test avec n=28010 - Test avec n=29010 - Test avec n=30010 - Test avec n=31010 - Test avec n=32010 - Test avec n=33010 - Test avec n=34010 - Test avec n=35010 - Test avec n=36010 - Test avec n=37010 - Test avec n=38010 - Test avec n=39010 - Test avec n=40010 - Test avec n=41010 - Test avec n=42010 - Test avec n=43010 - Test avec n=44010 - Test avec n=45010 - Test avec n=46010 - Test avec n=47010 - Test avec n=48010 - Test avec n=49010 - Test avec n=50010 - Test avec n=51010 - Test avec n=52010 - Test avec n=53010 - Test avec n=54010 - Test avec n=55010 - Test avec n=56010 - Test avec n=57010 - Test avec n=58010 - Test avec n=59010 - Test avec n=60010 - Test avec n=61010 - Test avec n=62010 - Test avec n=63010 - Test avec n=64010 - Test avec n=65010 - Test avec n=66010 - Test avec n=67010 - Test avec n=68010 - Test avec n=69010 - Test avec n=70010 - Test avec n=71010 - Test avec n=72010 - Test avec n=73010 - Test avec n=74010 - Test avec n=75010 - Test avec n=76010 - Test avec n=77010 - Test avec n=78010 - Test avec n=79010 - Test avec n=80010 - Test avec n=81010 - Test avec n=82010 - Test avec n=83010 - Test avec n=84010 - Test avec n=85010 - Test avec n=86010 - Test avec n=87010 - Test avec n=88010 - Test avec n=89010 - Test avec n=90010 - Test avec n=91010 - Test avec n=92010 - Test avec n=93010 - Test avec n=94010 - Test avec n=95010 - Test avec n=96010 - Test avec n=97010 - Test avec n=98010 - Test avec n=99010 - "
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"application/javascript": [
|
||
|
|
"/* Put everything inside the global mpl namespace */\n",
|
||
|
|
"/* global mpl */\n",
|
||
|
|
"window.mpl = {};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.get_websocket_type = function () {\n",
|
||
|
|
" if (typeof WebSocket !== 'undefined') {\n",
|
||
|
|
" return WebSocket;\n",
|
||
|
|
" } else if (typeof MozWebSocket !== 'undefined') {\n",
|
||
|
|
" return MozWebSocket;\n",
|
||
|
|
" } else {\n",
|
||
|
|
" alert(\n",
|
||
|
|
" 'Your browser does not have WebSocket support. ' +\n",
|
||
|
|
" 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
|
||
|
|
" 'Firefox 4 and 5 are also supported but you ' +\n",
|
||
|
|
" 'have to enable WebSockets in about:config.'\n",
|
||
|
|
" );\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n",
|
||
|
|
" this.id = figure_id;\n",
|
||
|
|
"\n",
|
||
|
|
" this.ws = websocket;\n",
|
||
|
|
"\n",
|
||
|
|
" this.supports_binary = this.ws.binaryType !== undefined;\n",
|
||
|
|
"\n",
|
||
|
|
" if (!this.supports_binary) {\n",
|
||
|
|
" var warnings = document.getElementById('mpl-warnings');\n",
|
||
|
|
" if (warnings) {\n",
|
||
|
|
" warnings.style.display = 'block';\n",
|
||
|
|
" warnings.textContent =\n",
|
||
|
|
" 'This browser does not support binary websocket messages. ' +\n",
|
||
|
|
" 'Performance may be slow.';\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" this.imageObj = new Image();\n",
|
||
|
|
"\n",
|
||
|
|
" this.context = undefined;\n",
|
||
|
|
" this.message = undefined;\n",
|
||
|
|
" this.canvas = undefined;\n",
|
||
|
|
" this.rubberband_canvas = undefined;\n",
|
||
|
|
" this.rubberband_context = undefined;\n",
|
||
|
|
" this.format_dropdown = undefined;\n",
|
||
|
|
"\n",
|
||
|
|
" this.image_mode = 'full';\n",
|
||
|
|
"\n",
|
||
|
|
" this.root = document.createElement('div');\n",
|
||
|
|
" this.root.setAttribute('style', 'display: inline-block');\n",
|
||
|
|
" this._root_extra_style(this.root);\n",
|
||
|
|
"\n",
|
||
|
|
" parent_element.appendChild(this.root);\n",
|
||
|
|
"\n",
|
||
|
|
" this._init_header(this);\n",
|
||
|
|
" this._init_canvas(this);\n",
|
||
|
|
" this._init_toolbar(this);\n",
|
||
|
|
"\n",
|
||
|
|
" var fig = this;\n",
|
||
|
|
"\n",
|
||
|
|
" this.waiting = false;\n",
|
||
|
|
"\n",
|
||
|
|
" this.ws.onopen = function () {\n",
|
||
|
|
" fig.send_message('supports_binary', { value: fig.supports_binary });\n",
|
||
|
|
" fig.send_message('send_image_mode', {});\n",
|
||
|
|
" if (fig.ratio !== 1) {\n",
|
||
|
|
" fig.send_message('set_dpi_ratio', { dpi_ratio: fig.ratio });\n",
|
||
|
|
" }\n",
|
||
|
|
" fig.send_message('refresh', {});\n",
|
||
|
|
" };\n",
|
||
|
|
"\n",
|
||
|
|
" this.imageObj.onload = function () {\n",
|
||
|
|
" if (fig.image_mode === 'full') {\n",
|
||
|
|
" // Full images could contain transparency (where diff images\n",
|
||
|
|
" // almost always do), so we need to clear the canvas so that\n",
|
||
|
|
" // there is no ghosting.\n",
|
||
|
|
" fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
|
||
|
|
" }\n",
|
||
|
|
" fig.context.drawImage(fig.imageObj, 0, 0);\n",
|
||
|
|
" };\n",
|
||
|
|
"\n",
|
||
|
|
" this.imageObj.onunload = function () {\n",
|
||
|
|
" fig.ws.close();\n",
|
||
|
|
" };\n",
|
||
|
|
"\n",
|
||
|
|
" this.ws.onmessage = this._make_on_message_function(this);\n",
|
||
|
|
"\n",
|
||
|
|
" this.ondownload = ondownload;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._init_header = function () {\n",
|
||
|
|
" var titlebar = document.createElement('div');\n",
|
||
|
|
" titlebar.classList =\n",
|
||
|
|
" 'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n",
|
||
|
|
" var titletext = document.createElement('div');\n",
|
||
|
|
" titletext.classList = 'ui-dialog-title';\n",
|
||
|
|
" titletext.setAttribute(\n",
|
||
|
|
" 'style',\n",
|
||
|
|
" 'width: 100%; text-align: center; padding: 3px;'\n",
|
||
|
|
" );\n",
|
||
|
|
" titlebar.appendChild(titletext);\n",
|
||
|
|
" this.root.appendChild(titlebar);\n",
|
||
|
|
" this.header = titletext;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._init_canvas = function () {\n",
|
||
|
|
" var fig = this;\n",
|
||
|
|
"\n",
|
||
|
|
" var canvas_div = (this.canvas_div = document.createElement('div'));\n",
|
||
|
|
" canvas_div.setAttribute(\n",
|
||
|
|
" 'style',\n",
|
||
|
|
" 'border: 1px solid #ddd;' +\n",
|
||
|
|
" 'box-sizing: content-box;' +\n",
|
||
|
|
" 'clear: both;' +\n",
|
||
|
|
" 'min-height: 1px;' +\n",
|
||
|
|
" 'min-width: 1px;' +\n",
|
||
|
|
" 'outline: 0;' +\n",
|
||
|
|
" 'overflow: hidden;' +\n",
|
||
|
|
" 'position: relative;' +\n",
|
||
|
|
" 'resize: both;'\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" function on_keyboard_event_closure(name) {\n",
|
||
|
|
" return function (event) {\n",
|
||
|
|
" return fig.key_event(event, name);\n",
|
||
|
|
" };\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" canvas_div.addEventListener(\n",
|
||
|
|
" 'keydown',\n",
|
||
|
|
" on_keyboard_event_closure('key_press')\n",
|
||
|
|
" );\n",
|
||
|
|
" canvas_div.addEventListener(\n",
|
||
|
|
" 'keyup',\n",
|
||
|
|
" on_keyboard_event_closure('key_release')\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" this._canvas_extra_style(canvas_div);\n",
|
||
|
|
" this.root.appendChild(canvas_div);\n",
|
||
|
|
"\n",
|
||
|
|
" var canvas = (this.canvas = document.createElement('canvas'));\n",
|
||
|
|
" canvas.classList.add('mpl-canvas');\n",
|
||
|
|
" canvas.setAttribute('style', 'box-sizing: content-box;');\n",
|
||
|
|
"\n",
|
||
|
|
" this.context = canvas.getContext('2d');\n",
|
||
|
|
"\n",
|
||
|
|
" var backingStore =\n",
|
||
|
|
" this.context.backingStorePixelRatio ||\n",
|
||
|
|
" this.context.webkitBackingStorePixelRatio ||\n",
|
||
|
|
" this.context.mozBackingStorePixelRatio ||\n",
|
||
|
|
" this.context.msBackingStorePixelRatio ||\n",
|
||
|
|
" this.context.oBackingStorePixelRatio ||\n",
|
||
|
|
" this.context.backingStorePixelRatio ||\n",
|
||
|
|
" 1;\n",
|
||
|
|
"\n",
|
||
|
|
" this.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
|
||
|
|
" if (this.ratio !== 1) {\n",
|
||
|
|
" fig.send_message('set_dpi_ratio', { dpi_ratio: this.ratio });\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n",
|
||
|
|
" 'canvas'\n",
|
||
|
|
" ));\n",
|
||
|
|
" rubberband_canvas.setAttribute(\n",
|
||
|
|
" 'style',\n",
|
||
|
|
" 'box-sizing: content-box; position: absolute; left: 0; top: 0; z-index: 1;'\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" var resizeObserver = new ResizeObserver(function (entries) {\n",
|
||
|
|
" var nentries = entries.length;\n",
|
||
|
|
" for (var i = 0; i < nentries; i++) {\n",
|
||
|
|
" var entry = entries[i];\n",
|
||
|
|
" var width, height;\n",
|
||
|
|
" if (entry.contentBoxSize) {\n",
|
||
|
|
" if (entry.contentBoxSize instanceof Array) {\n",
|
||
|
|
" // Chrome 84 implements new version of spec.\n",
|
||
|
|
" width = entry.contentBoxSize[0].inlineSize;\n",
|
||
|
|
" height = entry.contentBoxSize[0].blockSize;\n",
|
||
|
|
" } else {\n",
|
||
|
|
" // Firefox implements old version of spec.\n",
|
||
|
|
" width = entry.contentBoxSize.inlineSize;\n",
|
||
|
|
" height = entry.contentBoxSize.blockSize;\n",
|
||
|
|
" }\n",
|
||
|
|
" } else {\n",
|
||
|
|
" // Chrome <84 implements even older version of spec.\n",
|
||
|
|
" width = entry.contentRect.width;\n",
|
||
|
|
" height = entry.contentRect.height;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" // Keep the size of the canvas and rubber band canvas in sync with\n",
|
||
|
|
" // the canvas container.\n",
|
||
|
|
" if (entry.devicePixelContentBoxSize) {\n",
|
||
|
|
" // Chrome 84 implements new version of spec.\n",
|
||
|
|
" canvas.setAttribute(\n",
|
||
|
|
" 'width',\n",
|
||
|
|
" entry.devicePixelContentBoxSize[0].inlineSize\n",
|
||
|
|
" );\n",
|
||
|
|
" canvas.setAttribute(\n",
|
||
|
|
" 'height',\n",
|
||
|
|
" entry.devicePixelContentBoxSize[0].blockSize\n",
|
||
|
|
" );\n",
|
||
|
|
" } else {\n",
|
||
|
|
" canvas.setAttribute('width', width * fig.ratio);\n",
|
||
|
|
" canvas.setAttribute('height', height * fig.ratio);\n",
|
||
|
|
" }\n",
|
||
|
|
" canvas.setAttribute(\n",
|
||
|
|
" 'style',\n",
|
||
|
|
" 'width: ' + width + 'px; height: ' + height + 'px;'\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" rubberband_canvas.setAttribute('width', width);\n",
|
||
|
|
" rubberband_canvas.setAttribute('height', height);\n",
|
||
|
|
"\n",
|
||
|
|
" // And update the size in Python. We ignore the initial 0/0 size\n",
|
||
|
|
" // that occurs as the element is placed into the DOM, which should\n",
|
||
|
|
" // otherwise not happen due to the minimum size styling.\n",
|
||
|
|
" if (width != 0 && height != 0) {\n",
|
||
|
|
" fig.request_resize(width, height);\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
" });\n",
|
||
|
|
" resizeObserver.observe(canvas_div);\n",
|
||
|
|
"\n",
|
||
|
|
" function on_mouse_event_closure(name) {\n",
|
||
|
|
" return function (event) {\n",
|
||
|
|
" return fig.mouse_event(event, name);\n",
|
||
|
|
" };\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" rubberband_canvas.addEventListener(\n",
|
||
|
|
" 'mousedown',\n",
|
||
|
|
" on_mouse_event_closure('button_press')\n",
|
||
|
|
" );\n",
|
||
|
|
" rubberband_canvas.addEventListener(\n",
|
||
|
|
" 'mouseup',\n",
|
||
|
|
" on_mouse_event_closure('button_release')\n",
|
||
|
|
" );\n",
|
||
|
|
" // Throttle sequential mouse events to 1 every 20ms.\n",
|
||
|
|
" rubberband_canvas.addEventListener(\n",
|
||
|
|
" 'mousemove',\n",
|
||
|
|
" on_mouse_event_closure('motion_notify')\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" rubberband_canvas.addEventListener(\n",
|
||
|
|
" 'mouseenter',\n",
|
||
|
|
" on_mouse_event_closure('figure_enter')\n",
|
||
|
|
" );\n",
|
||
|
|
" rubberband_canvas.addEventListener(\n",
|
||
|
|
" 'mouseleave',\n",
|
||
|
|
" on_mouse_event_closure('figure_leave')\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" canvas_div.addEventListener('wheel', function (event) {\n",
|
||
|
|
" if (event.deltaY < 0) {\n",
|
||
|
|
" event.step = 1;\n",
|
||
|
|
" } else {\n",
|
||
|
|
" event.step = -1;\n",
|
||
|
|
" }\n",
|
||
|
|
" on_mouse_event_closure('scroll')(event);\n",
|
||
|
|
" });\n",
|
||
|
|
"\n",
|
||
|
|
" canvas_div.appendChild(canvas);\n",
|
||
|
|
" canvas_div.appendChild(rubberband_canvas);\n",
|
||
|
|
"\n",
|
||
|
|
" this.rubberband_context = rubberband_canvas.getContext('2d');\n",
|
||
|
|
" this.rubberband_context.strokeStyle = '#000000';\n",
|
||
|
|
"\n",
|
||
|
|
" this._resize_canvas = function (width, height, forward) {\n",
|
||
|
|
" if (forward) {\n",
|
||
|
|
" canvas_div.style.width = width + 'px';\n",
|
||
|
|
" canvas_div.style.height = height + 'px';\n",
|
||
|
|
" }\n",
|
||
|
|
" };\n",
|
||
|
|
"\n",
|
||
|
|
" // Disable right mouse context menu.\n",
|
||
|
|
" this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n",
|
||
|
|
" event.preventDefault();\n",
|
||
|
|
" return false;\n",
|
||
|
|
" });\n",
|
||
|
|
"\n",
|
||
|
|
" function set_focus() {\n",
|
||
|
|
" canvas.focus();\n",
|
||
|
|
" canvas_div.focus();\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" window.setTimeout(set_focus, 100);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._init_toolbar = function () {\n",
|
||
|
|
" var fig = this;\n",
|
||
|
|
"\n",
|
||
|
|
" var toolbar = document.createElement('div');\n",
|
||
|
|
" toolbar.classList = 'mpl-toolbar';\n",
|
||
|
|
" this.root.appendChild(toolbar);\n",
|
||
|
|
"\n",
|
||
|
|
" function on_click_closure(name) {\n",
|
||
|
|
" return function (_event) {\n",
|
||
|
|
" return fig.toolbar_button_onclick(name);\n",
|
||
|
|
" };\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" function on_mouseover_closure(tooltip) {\n",
|
||
|
|
" return function (event) {\n",
|
||
|
|
" if (!event.currentTarget.disabled) {\n",
|
||
|
|
" return fig.toolbar_button_onmouseover(tooltip);\n",
|
||
|
|
" }\n",
|
||
|
|
" };\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" fig.buttons = {};\n",
|
||
|
|
" var buttonGroup = document.createElement('div');\n",
|
||
|
|
" buttonGroup.classList = 'mpl-button-group';\n",
|
||
|
|
" for (var toolbar_ind in mpl.toolbar_items) {\n",
|
||
|
|
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
|
||
|
|
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
|
||
|
|
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
|
||
|
|
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
|
||
|
|
"\n",
|
||
|
|
" if (!name) {\n",
|
||
|
|
" /* Instead of a spacer, we start a new button group. */\n",
|
||
|
|
" if (buttonGroup.hasChildNodes()) {\n",
|
||
|
|
" toolbar.appendChild(buttonGroup);\n",
|
||
|
|
" }\n",
|
||
|
|
" buttonGroup = document.createElement('div');\n",
|
||
|
|
" buttonGroup.classList = 'mpl-button-group';\n",
|
||
|
|
" continue;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var button = (fig.buttons[name] = document.createElement('button'));\n",
|
||
|
|
" button.classList = 'mpl-widget';\n",
|
||
|
|
" button.setAttribute('role', 'button');\n",
|
||
|
|
" button.setAttribute('aria-disabled', 'false');\n",
|
||
|
|
" button.addEventListener('click', on_click_closure(method_name));\n",
|
||
|
|
" button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
|
||
|
|
"\n",
|
||
|
|
" var icon_img = document.createElement('img');\n",
|
||
|
|
" icon_img.src = '_images/' + image + '.png';\n",
|
||
|
|
" icon_img.srcset = '_images/' + image + '_large.png 2x';\n",
|
||
|
|
" icon_img.alt = tooltip;\n",
|
||
|
|
" button.appendChild(icon_img);\n",
|
||
|
|
"\n",
|
||
|
|
" buttonGroup.appendChild(button);\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" if (buttonGroup.hasChildNodes()) {\n",
|
||
|
|
" toolbar.appendChild(buttonGroup);\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var fmt_picker = document.createElement('select');\n",
|
||
|
|
" fmt_picker.classList = 'mpl-widget';\n",
|
||
|
|
" toolbar.appendChild(fmt_picker);\n",
|
||
|
|
" this.format_dropdown = fmt_picker;\n",
|
||
|
|
"\n",
|
||
|
|
" for (var ind in mpl.extensions) {\n",
|
||
|
|
" var fmt = mpl.extensions[ind];\n",
|
||
|
|
" var option = document.createElement('option');\n",
|
||
|
|
" option.selected = fmt === mpl.default_extension;\n",
|
||
|
|
" option.innerHTML = fmt;\n",
|
||
|
|
" fmt_picker.appendChild(option);\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var status_bar = document.createElement('span');\n",
|
||
|
|
" status_bar.classList = 'mpl-message';\n",
|
||
|
|
" toolbar.appendChild(status_bar);\n",
|
||
|
|
" this.message = status_bar;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n",
|
||
|
|
" // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
|
||
|
|
" // which will in turn request a refresh of the image.\n",
|
||
|
|
" this.send_message('resize', { width: x_pixels, height: y_pixels });\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.send_message = function (type, properties) {\n",
|
||
|
|
" properties['type'] = type;\n",
|
||
|
|
" properties['figure_id'] = this.id;\n",
|
||
|
|
" this.ws.send(JSON.stringify(properties));\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.send_draw_message = function () {\n",
|
||
|
|
" if (!this.waiting) {\n",
|
||
|
|
" this.waiting = true;\n",
|
||
|
|
" this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
|
||
|
|
" var format_dropdown = fig.format_dropdown;\n",
|
||
|
|
" var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
|
||
|
|
" fig.ondownload(fig, format);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_resize = function (fig, msg) {\n",
|
||
|
|
" var size = msg['size'];\n",
|
||
|
|
" if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n",
|
||
|
|
" fig._resize_canvas(size[0], size[1], msg['forward']);\n",
|
||
|
|
" fig.send_message('refresh', {});\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_rubberband = function (fig, msg) {\n",
|
||
|
|
" var x0 = msg['x0'] / fig.ratio;\n",
|
||
|
|
" var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n",
|
||
|
|
" var x1 = msg['x1'] / fig.ratio;\n",
|
||
|
|
" var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n",
|
||
|
|
" x0 = Math.floor(x0) + 0.5;\n",
|
||
|
|
" y0 = Math.floor(y0) + 0.5;\n",
|
||
|
|
" x1 = Math.floor(x1) + 0.5;\n",
|
||
|
|
" y1 = Math.floor(y1) + 0.5;\n",
|
||
|
|
" var min_x = Math.min(x0, x1);\n",
|
||
|
|
" var min_y = Math.min(y0, y1);\n",
|
||
|
|
" var width = Math.abs(x1 - x0);\n",
|
||
|
|
" var height = Math.abs(y1 - y0);\n",
|
||
|
|
"\n",
|
||
|
|
" fig.rubberband_context.clearRect(\n",
|
||
|
|
" 0,\n",
|
||
|
|
" 0,\n",
|
||
|
|
" fig.canvas.width / fig.ratio,\n",
|
||
|
|
" fig.canvas.height / fig.ratio\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_figure_label = function (fig, msg) {\n",
|
||
|
|
" // Updates the figure title.\n",
|
||
|
|
" fig.header.textContent = msg['label'];\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_cursor = function (fig, msg) {\n",
|
||
|
|
" var cursor = msg['cursor'];\n",
|
||
|
|
" switch (cursor) {\n",
|
||
|
|
" case 0:\n",
|
||
|
|
" cursor = 'pointer';\n",
|
||
|
|
" break;\n",
|
||
|
|
" case 1:\n",
|
||
|
|
" cursor = 'default';\n",
|
||
|
|
" break;\n",
|
||
|
|
" case 2:\n",
|
||
|
|
" cursor = 'crosshair';\n",
|
||
|
|
" break;\n",
|
||
|
|
" case 3:\n",
|
||
|
|
" cursor = 'move';\n",
|
||
|
|
" break;\n",
|
||
|
|
" }\n",
|
||
|
|
" fig.rubberband_canvas.style.cursor = cursor;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_message = function (fig, msg) {\n",
|
||
|
|
" fig.message.textContent = msg['message'];\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_draw = function (fig, _msg) {\n",
|
||
|
|
" // Request the server to send over a new figure.\n",
|
||
|
|
" fig.send_draw_message();\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_image_mode = function (fig, msg) {\n",
|
||
|
|
" fig.image_mode = msg['mode'];\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n",
|
||
|
|
" for (var key in msg) {\n",
|
||
|
|
" if (!(key in fig.buttons)) {\n",
|
||
|
|
" continue;\n",
|
||
|
|
" }\n",
|
||
|
|
" fig.buttons[key].disabled = !msg[key];\n",
|
||
|
|
" fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n",
|
||
|
|
" if (msg['mode'] === 'PAN') {\n",
|
||
|
|
" fig.buttons['Pan'].classList.add('active');\n",
|
||
|
|
" fig.buttons['Zoom'].classList.remove('active');\n",
|
||
|
|
" } else if (msg['mode'] === 'ZOOM') {\n",
|
||
|
|
" fig.buttons['Pan'].classList.remove('active');\n",
|
||
|
|
" fig.buttons['Zoom'].classList.add('active');\n",
|
||
|
|
" } else {\n",
|
||
|
|
" fig.buttons['Pan'].classList.remove('active');\n",
|
||
|
|
" fig.buttons['Zoom'].classList.remove('active');\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.updated_canvas_event = function () {\n",
|
||
|
|
" // Called whenever the canvas gets updated.\n",
|
||
|
|
" this.send_message('ack', {});\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"// A function to construct a web socket function for onmessage handling.\n",
|
||
|
|
"// Called in the figure constructor.\n",
|
||
|
|
"mpl.figure.prototype._make_on_message_function = function (fig) {\n",
|
||
|
|
" return function socket_on_message(evt) {\n",
|
||
|
|
" if (evt.data instanceof Blob) {\n",
|
||
|
|
" /* FIXME: We get \"Resource interpreted as Image but\n",
|
||
|
|
" * transferred with MIME type text/plain:\" errors on\n",
|
||
|
|
" * Chrome. But how to set the MIME type? It doesn't seem\n",
|
||
|
|
" * to be part of the websocket stream */\n",
|
||
|
|
" evt.data.type = 'image/png';\n",
|
||
|
|
"\n",
|
||
|
|
" /* Free the memory for the previous frames */\n",
|
||
|
|
" if (fig.imageObj.src) {\n",
|
||
|
|
" (window.URL || window.webkitURL).revokeObjectURL(\n",
|
||
|
|
" fig.imageObj.src\n",
|
||
|
|
" );\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
|
||
|
|
" evt.data\n",
|
||
|
|
" );\n",
|
||
|
|
" fig.updated_canvas_event();\n",
|
||
|
|
" fig.waiting = false;\n",
|
||
|
|
" return;\n",
|
||
|
|
" } else if (\n",
|
||
|
|
" typeof evt.data === 'string' &&\n",
|
||
|
|
" evt.data.slice(0, 21) === 'data:image/png;base64'\n",
|
||
|
|
" ) {\n",
|
||
|
|
" fig.imageObj.src = evt.data;\n",
|
||
|
|
" fig.updated_canvas_event();\n",
|
||
|
|
" fig.waiting = false;\n",
|
||
|
|
" return;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var msg = JSON.parse(evt.data);\n",
|
||
|
|
" var msg_type = msg['type'];\n",
|
||
|
|
"\n",
|
||
|
|
" // Call the \"handle_{type}\" callback, which takes\n",
|
||
|
|
" // the figure and JSON message as its only arguments.\n",
|
||
|
|
" try {\n",
|
||
|
|
" var callback = fig['handle_' + msg_type];\n",
|
||
|
|
" } catch (e) {\n",
|
||
|
|
" console.log(\n",
|
||
|
|
" \"No handler for the '\" + msg_type + \"' message type: \",\n",
|
||
|
|
" msg\n",
|
||
|
|
" );\n",
|
||
|
|
" return;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" if (callback) {\n",
|
||
|
|
" try {\n",
|
||
|
|
" // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
|
||
|
|
" callback(fig, msg);\n",
|
||
|
|
" } catch (e) {\n",
|
||
|
|
" console.log(\n",
|
||
|
|
" \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n",
|
||
|
|
" e,\n",
|
||
|
|
" e.stack,\n",
|
||
|
|
" msg\n",
|
||
|
|
" );\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
" };\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
|
||
|
|
"mpl.findpos = function (e) {\n",
|
||
|
|
" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
|
||
|
|
" var targ;\n",
|
||
|
|
" if (!e) {\n",
|
||
|
|
" e = window.event;\n",
|
||
|
|
" }\n",
|
||
|
|
" if (e.target) {\n",
|
||
|
|
" targ = e.target;\n",
|
||
|
|
" } else if (e.srcElement) {\n",
|
||
|
|
" targ = e.srcElement;\n",
|
||
|
|
" }\n",
|
||
|
|
" if (targ.nodeType === 3) {\n",
|
||
|
|
" // defeat Safari bug\n",
|
||
|
|
" targ = targ.parentNode;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" // pageX,Y are the mouse positions relative to the document\n",
|
||
|
|
" var boundingRect = targ.getBoundingClientRect();\n",
|
||
|
|
" var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n",
|
||
|
|
" var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n",
|
||
|
|
"\n",
|
||
|
|
" return { x: x, y: y };\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"/*\n",
|
||
|
|
" * return a copy of an object with only non-object keys\n",
|
||
|
|
" * we need this to avoid circular references\n",
|
||
|
|
" * http://stackoverflow.com/a/24161582/3208463\n",
|
||
|
|
" */\n",
|
||
|
|
"function simpleKeys(original) {\n",
|
||
|
|
" return Object.keys(original).reduce(function (obj, key) {\n",
|
||
|
|
" if (typeof original[key] !== 'object') {\n",
|
||
|
|
" obj[key] = original[key];\n",
|
||
|
|
" }\n",
|
||
|
|
" return obj;\n",
|
||
|
|
" }, {});\n",
|
||
|
|
"}\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.mouse_event = function (event, name) {\n",
|
||
|
|
" var canvas_pos = mpl.findpos(event);\n",
|
||
|
|
"\n",
|
||
|
|
" if (name === 'button_press') {\n",
|
||
|
|
" this.canvas.focus();\n",
|
||
|
|
" this.canvas_div.focus();\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var x = canvas_pos.x * this.ratio;\n",
|
||
|
|
" var y = canvas_pos.y * this.ratio;\n",
|
||
|
|
"\n",
|
||
|
|
" this.send_message(name, {\n",
|
||
|
|
" x: x,\n",
|
||
|
|
" y: y,\n",
|
||
|
|
" button: event.button,\n",
|
||
|
|
" step: event.step,\n",
|
||
|
|
" guiEvent: simpleKeys(event),\n",
|
||
|
|
" });\n",
|
||
|
|
"\n",
|
||
|
|
" /* This prevents the web browser from automatically changing to\n",
|
||
|
|
" * the text insertion cursor when the button is pressed. We want\n",
|
||
|
|
" * to control all of the cursor setting manually through the\n",
|
||
|
|
" * 'cursor' event from matplotlib */\n",
|
||
|
|
" event.preventDefault();\n",
|
||
|
|
" return false;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._key_event_extra = function (_event, _name) {\n",
|
||
|
|
" // Handle any extra behaviour associated with a key event\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.key_event = function (event, name) {\n",
|
||
|
|
" // Prevent repeat events\n",
|
||
|
|
" if (name === 'key_press') {\n",
|
||
|
|
" if (event.which === this._key) {\n",
|
||
|
|
" return;\n",
|
||
|
|
" } else {\n",
|
||
|
|
" this._key = event.which;\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
" if (name === 'key_release') {\n",
|
||
|
|
" this._key = null;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var value = '';\n",
|
||
|
|
" if (event.ctrlKey && event.which !== 17) {\n",
|
||
|
|
" value += 'ctrl+';\n",
|
||
|
|
" }\n",
|
||
|
|
" if (event.altKey && event.which !== 18) {\n",
|
||
|
|
" value += 'alt+';\n",
|
||
|
|
" }\n",
|
||
|
|
" if (event.shiftKey && event.which !== 16) {\n",
|
||
|
|
" value += 'shift+';\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" value += 'k';\n",
|
||
|
|
" value += event.which.toString();\n",
|
||
|
|
"\n",
|
||
|
|
" this._key_event_extra(event, name);\n",
|
||
|
|
"\n",
|
||
|
|
" this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n",
|
||
|
|
" return false;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.toolbar_button_onclick = function (name) {\n",
|
||
|
|
" if (name === 'download') {\n",
|
||
|
|
" this.handle_save(this, null);\n",
|
||
|
|
" } else {\n",
|
||
|
|
" this.send_message('toolbar_button', { name: name });\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n",
|
||
|
|
" this.message.textContent = tooltip;\n",
|
||
|
|
"};\n",
|
||
|
|
"mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.default_extension = \"png\";/* global mpl */\n",
|
||
|
|
"\n",
|
||
|
|
"var comm_websocket_adapter = function (comm) {\n",
|
||
|
|
" // Create a \"websocket\"-like object which calls the given IPython comm\n",
|
||
|
|
" // object with the appropriate methods. Currently this is a non binary\n",
|
||
|
|
" // socket, so there is still some room for performance tuning.\n",
|
||
|
|
" var ws = {};\n",
|
||
|
|
"\n",
|
||
|
|
" ws.close = function () {\n",
|
||
|
|
" comm.close();\n",
|
||
|
|
" };\n",
|
||
|
|
" ws.send = function (m) {\n",
|
||
|
|
" //console.log('sending', m);\n",
|
||
|
|
" comm.send(m);\n",
|
||
|
|
" };\n",
|
||
|
|
" // Register the callback with on_msg.\n",
|
||
|
|
" comm.on_msg(function (msg) {\n",
|
||
|
|
" //console.log('receiving', msg['content']['data'], msg);\n",
|
||
|
|
" // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
|
||
|
|
" ws.onmessage(msg['content']['data']);\n",
|
||
|
|
" });\n",
|
||
|
|
" return ws;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.mpl_figure_comm = function (comm, msg) {\n",
|
||
|
|
" // This is the function which gets called when the mpl process\n",
|
||
|
|
" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
|
||
|
|
"\n",
|
||
|
|
" var id = msg.content.data.id;\n",
|
||
|
|
" // Get hold of the div created by the display call when the Comm\n",
|
||
|
|
" // socket was opened in Python.\n",
|
||
|
|
" var element = document.getElementById(id);\n",
|
||
|
|
" var ws_proxy = comm_websocket_adapter(comm);\n",
|
||
|
|
"\n",
|
||
|
|
" function ondownload(figure, _format) {\n",
|
||
|
|
" window.open(figure.canvas.toDataURL());\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n",
|
||
|
|
"\n",
|
||
|
|
" // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
|
||
|
|
" // web socket which is closed, not our websocket->open comm proxy.\n",
|
||
|
|
" ws_proxy.onopen();\n",
|
||
|
|
"\n",
|
||
|
|
" fig.parent_element = element;\n",
|
||
|
|
" fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
|
||
|
|
" if (!fig.cell_info) {\n",
|
||
|
|
" console.error('Failed to find cell for figure', id, fig);\n",
|
||
|
|
" return;\n",
|
||
|
|
" }\n",
|
||
|
|
" fig.cell_info[0].output_area.element.one(\n",
|
||
|
|
" 'cleared',\n",
|
||
|
|
" { fig: fig },\n",
|
||
|
|
" fig._remove_fig_handler\n",
|
||
|
|
" );\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_close = function (fig, msg) {\n",
|
||
|
|
" var width = fig.canvas.width / fig.ratio;\n",
|
||
|
|
" fig.cell_info[0].output_area.element.off(\n",
|
||
|
|
" 'cleared',\n",
|
||
|
|
" fig._remove_fig_handler\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" // Update the output cell to use the data from the current canvas.\n",
|
||
|
|
" fig.push_to_output();\n",
|
||
|
|
" var dataURL = fig.canvas.toDataURL();\n",
|
||
|
|
" // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
|
||
|
|
" // the notebook keyboard shortcuts fail.\n",
|
||
|
|
" IPython.keyboard_manager.enable();\n",
|
||
|
|
" fig.parent_element.innerHTML =\n",
|
||
|
|
" '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
|
||
|
|
" fig.close_ws(fig, msg);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.close_ws = function (fig, msg) {\n",
|
||
|
|
" fig.send_message('closing', msg);\n",
|
||
|
|
" // fig.ws.close()\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.push_to_output = function (_remove_interactive) {\n",
|
||
|
|
" // Turn the data on the canvas into data in the output cell.\n",
|
||
|
|
" var width = this.canvas.width / this.ratio;\n",
|
||
|
|
" var dataURL = this.canvas.toDataURL();\n",
|
||
|
|
" this.cell_info[1]['text/html'] =\n",
|
||
|
|
" '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.updated_canvas_event = function () {\n",
|
||
|
|
" // Tell IPython that the notebook contents must change.\n",
|
||
|
|
" IPython.notebook.set_dirty(true);\n",
|
||
|
|
" this.send_message('ack', {});\n",
|
||
|
|
" var fig = this;\n",
|
||
|
|
" // Wait a second, then push the new image to the DOM so\n",
|
||
|
|
" // that it is saved nicely (might be nice to debounce this).\n",
|
||
|
|
" setTimeout(function () {\n",
|
||
|
|
" fig.push_to_output();\n",
|
||
|
|
" }, 1000);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._init_toolbar = function () {\n",
|
||
|
|
" var fig = this;\n",
|
||
|
|
"\n",
|
||
|
|
" var toolbar = document.createElement('div');\n",
|
||
|
|
" toolbar.classList = 'btn-toolbar';\n",
|
||
|
|
" this.root.appendChild(toolbar);\n",
|
||
|
|
"\n",
|
||
|
|
" function on_click_closure(name) {\n",
|
||
|
|
" return function (_event) {\n",
|
||
|
|
" return fig.toolbar_button_onclick(name);\n",
|
||
|
|
" };\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" function on_mouseover_closure(tooltip) {\n",
|
||
|
|
" return function (event) {\n",
|
||
|
|
" if (!event.currentTarget.disabled) {\n",
|
||
|
|
" return fig.toolbar_button_onmouseover(tooltip);\n",
|
||
|
|
" }\n",
|
||
|
|
" };\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" fig.buttons = {};\n",
|
||
|
|
" var buttonGroup = document.createElement('div');\n",
|
||
|
|
" buttonGroup.classList = 'btn-group';\n",
|
||
|
|
" var button;\n",
|
||
|
|
" for (var toolbar_ind in mpl.toolbar_items) {\n",
|
||
|
|
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
|
||
|
|
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
|
||
|
|
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
|
||
|
|
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
|
||
|
|
"\n",
|
||
|
|
" if (!name) {\n",
|
||
|
|
" /* Instead of a spacer, we start a new button group. */\n",
|
||
|
|
" if (buttonGroup.hasChildNodes()) {\n",
|
||
|
|
" toolbar.appendChild(buttonGroup);\n",
|
||
|
|
" }\n",
|
||
|
|
" buttonGroup = document.createElement('div');\n",
|
||
|
|
" buttonGroup.classList = 'btn-group';\n",
|
||
|
|
" continue;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" button = fig.buttons[name] = document.createElement('button');\n",
|
||
|
|
" button.classList = 'btn btn-default';\n",
|
||
|
|
" button.href = '#';\n",
|
||
|
|
" button.title = name;\n",
|
||
|
|
" button.innerHTML = '<i class=\"fa ' + image + ' fa-lg\"></i>';\n",
|
||
|
|
" button.addEventListener('click', on_click_closure(method_name));\n",
|
||
|
|
" button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
|
||
|
|
" buttonGroup.appendChild(button);\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" if (buttonGroup.hasChildNodes()) {\n",
|
||
|
|
" toolbar.appendChild(buttonGroup);\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" // Add the status bar.\n",
|
||
|
|
" var status_bar = document.createElement('span');\n",
|
||
|
|
" status_bar.classList = 'mpl-message pull-right';\n",
|
||
|
|
" toolbar.appendChild(status_bar);\n",
|
||
|
|
" this.message = status_bar;\n",
|
||
|
|
"\n",
|
||
|
|
" // Add the close button to the window.\n",
|
||
|
|
" var buttongrp = document.createElement('div');\n",
|
||
|
|
" buttongrp.classList = 'btn-group inline pull-right';\n",
|
||
|
|
" button = document.createElement('button');\n",
|
||
|
|
" button.classList = 'btn btn-mini btn-primary';\n",
|
||
|
|
" button.href = '#';\n",
|
||
|
|
" button.title = 'Stop Interaction';\n",
|
||
|
|
" button.innerHTML = '<i class=\"fa fa-power-off icon-remove icon-large\"></i>';\n",
|
||
|
|
" button.addEventListener('click', function (_evt) {\n",
|
||
|
|
" fig.handle_close(fig, {});\n",
|
||
|
|
" });\n",
|
||
|
|
" button.addEventListener(\n",
|
||
|
|
" 'mouseover',\n",
|
||
|
|
" on_mouseover_closure('Stop Interaction')\n",
|
||
|
|
" );\n",
|
||
|
|
" buttongrp.appendChild(button);\n",
|
||
|
|
" var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n",
|
||
|
|
" titlebar.insertBefore(buttongrp, titlebar.firstChild);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._remove_fig_handler = function (event) {\n",
|
||
|
|
" var fig = event.data.fig;\n",
|
||
|
|
" fig.close_ws(fig, {});\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._root_extra_style = function (el) {\n",
|
||
|
|
" el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._canvas_extra_style = function (el) {\n",
|
||
|
|
" // this is important to make the div 'focusable\n",
|
||
|
|
" el.setAttribute('tabindex', 0);\n",
|
||
|
|
" // reach out to IPython and tell the keyboard manager to turn it's self\n",
|
||
|
|
" // off when our div gets focus\n",
|
||
|
|
"\n",
|
||
|
|
" // location in version 3\n",
|
||
|
|
" if (IPython.notebook.keyboard_manager) {\n",
|
||
|
|
" IPython.notebook.keyboard_manager.register_events(el);\n",
|
||
|
|
" } else {\n",
|
||
|
|
" // location in version 2\n",
|
||
|
|
" IPython.keyboard_manager.register_events(el);\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._key_event_extra = function (event, _name) {\n",
|
||
|
|
" var manager = IPython.notebook.keyboard_manager;\n",
|
||
|
|
" if (!manager) {\n",
|
||
|
|
" manager = IPython.keyboard_manager;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" // Check for shift+enter\n",
|
||
|
|
" if (event.shiftKey && event.which === 13) {\n",
|
||
|
|
" this.canvas_div.blur();\n",
|
||
|
|
" // select the cell after this one\n",
|
||
|
|
" var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n",
|
||
|
|
" IPython.notebook.select(index + 1);\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
|
||
|
|
" fig.ondownload(fig, null);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.find_output_cell = function (html_output) {\n",
|
||
|
|
" // Return the cell and output element which can be found *uniquely* in the notebook.\n",
|
||
|
|
" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
|
||
|
|
" // IPython event is triggered only after the cells have been serialised, which for\n",
|
||
|
|
" // our purposes (turning an active figure into a static one), is too late.\n",
|
||
|
|
" var cells = IPython.notebook.get_cells();\n",
|
||
|
|
" var ncells = cells.length;\n",
|
||
|
|
" for (var i = 0; i < ncells; i++) {\n",
|
||
|
|
" var cell = cells[i];\n",
|
||
|
|
" if (cell.cell_type === 'code') {\n",
|
||
|
|
" for (var j = 0; j < cell.output_area.outputs.length; j++) {\n",
|
||
|
|
" var data = cell.output_area.outputs[j];\n",
|
||
|
|
" if (data.data) {\n",
|
||
|
|
" // IPython >= 3 moved mimebundle to data attribute of output\n",
|
||
|
|
" data = data.data;\n",
|
||
|
|
" }\n",
|
||
|
|
" if (data['text/html'] === html_output) {\n",
|
||
|
|
" return [cell, data, j];\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"// Register the function which deals with the matplotlib target/channel.\n",
|
||
|
|
"// The kernel may be null if the page has been refreshed.\n",
|
||
|
|
"if (IPython.notebook.kernel !== null) {\n",
|
||
|
|
" IPython.notebook.kernel.comm_manager.register_target(\n",
|
||
|
|
" 'matplotlib',\n",
|
||
|
|
" mpl.mpl_figure_comm\n",
|
||
|
|
" );\n",
|
||
|
|
"}\n"
|
||
|
|
],
|
||
|
|
"text/plain": [
|
||
|
|
"<IPython.core.display.Javascript object>"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"metadata": {},
|
||
|
|
"output_type": "display_data"
|
||
|
|
},
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||
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{
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||
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"data": {
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"text/html": [
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|
||
|
|
],
|
||
|
|
"text/plain": [
|
||
|
|
"<IPython.core.display.HTML object>"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"metadata": {},
|
||
|
|
"output_type": "display_data"
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"name": "stdout",
|
||
|
|
"output_type": "stream",
|
||
|
|
"text": [
|
||
|
|
"\n",
|
||
|
|
"\n",
|
||
|
|
"Temps d'execution de lapinoux avec n=99010 : 0.08579590969999984\n"
|
||
|
|
]
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"source": [
|
||
|
|
"def lapinoux(n: int) -> int:\n",
|
||
|
|
" \"\"\" Calcule le nombre de couples de lapins au bout de n mois (n>=0) \"\"\"\n",
|
||
|
|
" assert isinstance(n, int) and n >= 0, \"n must be integer and positive\"\n",
|
||
|
|
" nb_couples_immatures1 = 1\n",
|
||
|
|
" nb_couples_immatures2 = 0\n",
|
||
|
|
" nb_couples_matures = 0\n",
|
||
|
|
" \n",
|
||
|
|
" for i in range(n+1):\n",
|
||
|
|
" nb_couples_matures += nb_couples_immatures2\n",
|
||
|
|
" nb_couples_immatures2 = nb_couples_immatures1\n",
|
||
|
|
" nb_couples_immatures1 = nb_couples_matures\n",
|
||
|
|
" \n",
|
||
|
|
" return nb_couples_matures\n",
|
||
|
|
"\n",
|
||
|
|
"# Mesure du temps et tracés\n",
|
||
|
|
"import time\n",
|
||
|
|
"%matplotlib notebook\n",
|
||
|
|
"import matplotlib.pyplot as plt\n",
|
||
|
|
"\n",
|
||
|
|
"n = [i for i in range(10, 100000, 1000)]\n",
|
||
|
|
"liste_temps = []\n",
|
||
|
|
"\n",
|
||
|
|
"for i in n:\n",
|
||
|
|
" print(f\"Test avec n={i}\", end = \" - \")\n",
|
||
|
|
" temps = 0.0\n",
|
||
|
|
" nb_loops = 10\n",
|
||
|
|
" for test in range(nb_loops):\n",
|
||
|
|
" start = time.process_time()\n",
|
||
|
|
" lapinoux(i)\n",
|
||
|
|
" temps += time.process_time() - start\n",
|
||
|
|
" temps /= nb_loops\n",
|
||
|
|
" liste_temps.append(temps)\n",
|
||
|
|
"\n",
|
||
|
|
"plt.plot(n, liste_temps, label=\"lapinoux\")\n",
|
||
|
|
"plt.xlabel(\"n\")\n",
|
||
|
|
"plt.grid(True)\n",
|
||
|
|
"print(f\"\\n\\nTemps d'execution de lapinoux avec n={n[-1]} : {liste_temps[-1]}\")"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "markdown",
|
||
|
|
"metadata": {},
|
||
|
|
"source": [
|
||
|
|
"On constate que le temps d'exécution en fonction de `n` n'est **pas linéaire** comme la complexité le laissait supposer... ???\n",
|
||
|
|
"\n",
|
||
|
|
"- **Copier-coller** la définition de votre fonction `fibo` au début de la cellule suivante et exécutez la cellule pour analyser les performances."
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 8,
|
||
|
|
"metadata": {},
|
||
|
|
"outputs": [
|
||
|
|
{
|
||
|
|
"name": "stdout",
|
||
|
|
"output_type": "stream",
|
||
|
|
"text": [
|
||
|
|
"Test avec n=10 - Test avec n=1010 - Test avec n=2010 - Test avec n=3010 - Test avec n=4010 - Test avec n=5010 - Test avec n=6010 - Test avec n=7010 - Test avec n=8010 - Test avec n=9010 - Test avec n=10010 - Test avec n=11010 - Test avec n=12010 - Test avec n=13010 - Test avec n=14010 - Test avec n=15010 - Test avec n=16010 - Test avec n=17010 - Test avec n=18010 - Test avec n=19010 - Test avec n=20010 - Test avec n=21010 - Test avec n=22010 - Test avec n=23010 - Test avec n=24010 - Test avec n=25010 - Test avec n=26010 - Test avec n=27010 - Test avec n=28010 - Test avec n=29010 - Test avec n=30010 - Test avec n=31010 - Test avec n=32010 - Test avec n=33010 - Test avec n=34010 - Test avec n=35010 - Test avec n=36010 - Test avec n=37010 - Test avec n=38010 - Test avec n=39010 - Test avec n=40010 - Test avec n=41010 - Test avec n=42010 - Test avec n=43010 - Test avec n=44010 - Test avec n=45010 - Test avec n=46010 - Test avec n=47010 - Test avec n=48010 - Test avec n=49010 - Test avec n=50010 - Test avec n=51010 - Test avec n=52010 - Test avec n=53010 - Test avec n=54010 - Test avec n=55010 - Test avec n=56010 - Test avec n=57010 - Test avec n=58010 - Test avec n=59010 - Test avec n=60010 - Test avec n=61010 - Test avec n=62010 - Test avec n=63010 - Test avec n=64010 - Test avec n=65010 - Test avec n=66010 - Test avec n=67010 - Test avec n=68010 - Test avec n=69010 - Test avec n=70010 - Test avec n=71010 - Test avec n=72010 - Test avec n=73010 - Test avec n=74010 - Test avec n=75010 - Test avec n=76010 - Test avec n=77010 - Test avec n=78010 - Test avec n=79010 - Test avec n=80010 - Test avec n=81010 - Test avec n=82010 - Test avec n=83010 - Test avec n=84010 - Test avec n=85010 - Test avec n=86010 - Test avec n=87010 - Test avec n=88010 - Test avec n=89010 - Test avec n=90010 - Test avec n=91010 - Test avec n=92010 - Test avec n=93010 - Test avec n=94010 - Test avec n=95010 - Test avec n=96010 - Test avec n=97010 - Test avec n=98010 - Test avec n=99010 - "
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"application/javascript": [
|
||
|
|
"/* Put everything inside the global mpl namespace */\n",
|
||
|
|
"/* global mpl */\n",
|
||
|
|
"window.mpl = {};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.get_websocket_type = function () {\n",
|
||
|
|
" if (typeof WebSocket !== 'undefined') {\n",
|
||
|
|
" return WebSocket;\n",
|
||
|
|
" } else if (typeof MozWebSocket !== 'undefined') {\n",
|
||
|
|
" return MozWebSocket;\n",
|
||
|
|
" } else {\n",
|
||
|
|
" alert(\n",
|
||
|
|
" 'Your browser does not have WebSocket support. ' +\n",
|
||
|
|
" 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
|
||
|
|
" 'Firefox 4 and 5 are also supported but you ' +\n",
|
||
|
|
" 'have to enable WebSockets in about:config.'\n",
|
||
|
|
" );\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n",
|
||
|
|
" this.id = figure_id;\n",
|
||
|
|
"\n",
|
||
|
|
" this.ws = websocket;\n",
|
||
|
|
"\n",
|
||
|
|
" this.supports_binary = this.ws.binaryType !== undefined;\n",
|
||
|
|
"\n",
|
||
|
|
" if (!this.supports_binary) {\n",
|
||
|
|
" var warnings = document.getElementById('mpl-warnings');\n",
|
||
|
|
" if (warnings) {\n",
|
||
|
|
" warnings.style.display = 'block';\n",
|
||
|
|
" warnings.textContent =\n",
|
||
|
|
" 'This browser does not support binary websocket messages. ' +\n",
|
||
|
|
" 'Performance may be slow.';\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" this.imageObj = new Image();\n",
|
||
|
|
"\n",
|
||
|
|
" this.context = undefined;\n",
|
||
|
|
" this.message = undefined;\n",
|
||
|
|
" this.canvas = undefined;\n",
|
||
|
|
" this.rubberband_canvas = undefined;\n",
|
||
|
|
" this.rubberband_context = undefined;\n",
|
||
|
|
" this.format_dropdown = undefined;\n",
|
||
|
|
"\n",
|
||
|
|
" this.image_mode = 'full';\n",
|
||
|
|
"\n",
|
||
|
|
" this.root = document.createElement('div');\n",
|
||
|
|
" this.root.setAttribute('style', 'display: inline-block');\n",
|
||
|
|
" this._root_extra_style(this.root);\n",
|
||
|
|
"\n",
|
||
|
|
" parent_element.appendChild(this.root);\n",
|
||
|
|
"\n",
|
||
|
|
" this._init_header(this);\n",
|
||
|
|
" this._init_canvas(this);\n",
|
||
|
|
" this._init_toolbar(this);\n",
|
||
|
|
"\n",
|
||
|
|
" var fig = this;\n",
|
||
|
|
"\n",
|
||
|
|
" this.waiting = false;\n",
|
||
|
|
"\n",
|
||
|
|
" this.ws.onopen = function () {\n",
|
||
|
|
" fig.send_message('supports_binary', { value: fig.supports_binary });\n",
|
||
|
|
" fig.send_message('send_image_mode', {});\n",
|
||
|
|
" if (fig.ratio !== 1) {\n",
|
||
|
|
" fig.send_message('set_dpi_ratio', { dpi_ratio: fig.ratio });\n",
|
||
|
|
" }\n",
|
||
|
|
" fig.send_message('refresh', {});\n",
|
||
|
|
" };\n",
|
||
|
|
"\n",
|
||
|
|
" this.imageObj.onload = function () {\n",
|
||
|
|
" if (fig.image_mode === 'full') {\n",
|
||
|
|
" // Full images could contain transparency (where diff images\n",
|
||
|
|
" // almost always do), so we need to clear the canvas so that\n",
|
||
|
|
" // there is no ghosting.\n",
|
||
|
|
" fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
|
||
|
|
" }\n",
|
||
|
|
" fig.context.drawImage(fig.imageObj, 0, 0);\n",
|
||
|
|
" };\n",
|
||
|
|
"\n",
|
||
|
|
" this.imageObj.onunload = function () {\n",
|
||
|
|
" fig.ws.close();\n",
|
||
|
|
" };\n",
|
||
|
|
"\n",
|
||
|
|
" this.ws.onmessage = this._make_on_message_function(this);\n",
|
||
|
|
"\n",
|
||
|
|
" this.ondownload = ondownload;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._init_header = function () {\n",
|
||
|
|
" var titlebar = document.createElement('div');\n",
|
||
|
|
" titlebar.classList =\n",
|
||
|
|
" 'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n",
|
||
|
|
" var titletext = document.createElement('div');\n",
|
||
|
|
" titletext.classList = 'ui-dialog-title';\n",
|
||
|
|
" titletext.setAttribute(\n",
|
||
|
|
" 'style',\n",
|
||
|
|
" 'width: 100%; text-align: center; padding: 3px;'\n",
|
||
|
|
" );\n",
|
||
|
|
" titlebar.appendChild(titletext);\n",
|
||
|
|
" this.root.appendChild(titlebar);\n",
|
||
|
|
" this.header = titletext;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._init_canvas = function () {\n",
|
||
|
|
" var fig = this;\n",
|
||
|
|
"\n",
|
||
|
|
" var canvas_div = (this.canvas_div = document.createElement('div'));\n",
|
||
|
|
" canvas_div.setAttribute(\n",
|
||
|
|
" 'style',\n",
|
||
|
|
" 'border: 1px solid #ddd;' +\n",
|
||
|
|
" 'box-sizing: content-box;' +\n",
|
||
|
|
" 'clear: both;' +\n",
|
||
|
|
" 'min-height: 1px;' +\n",
|
||
|
|
" 'min-width: 1px;' +\n",
|
||
|
|
" 'outline: 0;' +\n",
|
||
|
|
" 'overflow: hidden;' +\n",
|
||
|
|
" 'position: relative;' +\n",
|
||
|
|
" 'resize: both;'\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" function on_keyboard_event_closure(name) {\n",
|
||
|
|
" return function (event) {\n",
|
||
|
|
" return fig.key_event(event, name);\n",
|
||
|
|
" };\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" canvas_div.addEventListener(\n",
|
||
|
|
" 'keydown',\n",
|
||
|
|
" on_keyboard_event_closure('key_press')\n",
|
||
|
|
" );\n",
|
||
|
|
" canvas_div.addEventListener(\n",
|
||
|
|
" 'keyup',\n",
|
||
|
|
" on_keyboard_event_closure('key_release')\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" this._canvas_extra_style(canvas_div);\n",
|
||
|
|
" this.root.appendChild(canvas_div);\n",
|
||
|
|
"\n",
|
||
|
|
" var canvas = (this.canvas = document.createElement('canvas'));\n",
|
||
|
|
" canvas.classList.add('mpl-canvas');\n",
|
||
|
|
" canvas.setAttribute('style', 'box-sizing: content-box;');\n",
|
||
|
|
"\n",
|
||
|
|
" this.context = canvas.getContext('2d');\n",
|
||
|
|
"\n",
|
||
|
|
" var backingStore =\n",
|
||
|
|
" this.context.backingStorePixelRatio ||\n",
|
||
|
|
" this.context.webkitBackingStorePixelRatio ||\n",
|
||
|
|
" this.context.mozBackingStorePixelRatio ||\n",
|
||
|
|
" this.context.msBackingStorePixelRatio ||\n",
|
||
|
|
" this.context.oBackingStorePixelRatio ||\n",
|
||
|
|
" this.context.backingStorePixelRatio ||\n",
|
||
|
|
" 1;\n",
|
||
|
|
"\n",
|
||
|
|
" this.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
|
||
|
|
" if (this.ratio !== 1) {\n",
|
||
|
|
" fig.send_message('set_dpi_ratio', { dpi_ratio: this.ratio });\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n",
|
||
|
|
" 'canvas'\n",
|
||
|
|
" ));\n",
|
||
|
|
" rubberband_canvas.setAttribute(\n",
|
||
|
|
" 'style',\n",
|
||
|
|
" 'box-sizing: content-box; position: absolute; left: 0; top: 0; z-index: 1;'\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" var resizeObserver = new ResizeObserver(function (entries) {\n",
|
||
|
|
" var nentries = entries.length;\n",
|
||
|
|
" for (var i = 0; i < nentries; i++) {\n",
|
||
|
|
" var entry = entries[i];\n",
|
||
|
|
" var width, height;\n",
|
||
|
|
" if (entry.contentBoxSize) {\n",
|
||
|
|
" if (entry.contentBoxSize instanceof Array) {\n",
|
||
|
|
" // Chrome 84 implements new version of spec.\n",
|
||
|
|
" width = entry.contentBoxSize[0].inlineSize;\n",
|
||
|
|
" height = entry.contentBoxSize[0].blockSize;\n",
|
||
|
|
" } else {\n",
|
||
|
|
" // Firefox implements old version of spec.\n",
|
||
|
|
" width = entry.contentBoxSize.inlineSize;\n",
|
||
|
|
" height = entry.contentBoxSize.blockSize;\n",
|
||
|
|
" }\n",
|
||
|
|
" } else {\n",
|
||
|
|
" // Chrome <84 implements even older version of spec.\n",
|
||
|
|
" width = entry.contentRect.width;\n",
|
||
|
|
" height = entry.contentRect.height;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" // Keep the size of the canvas and rubber band canvas in sync with\n",
|
||
|
|
" // the canvas container.\n",
|
||
|
|
" if (entry.devicePixelContentBoxSize) {\n",
|
||
|
|
" // Chrome 84 implements new version of spec.\n",
|
||
|
|
" canvas.setAttribute(\n",
|
||
|
|
" 'width',\n",
|
||
|
|
" entry.devicePixelContentBoxSize[0].inlineSize\n",
|
||
|
|
" );\n",
|
||
|
|
" canvas.setAttribute(\n",
|
||
|
|
" 'height',\n",
|
||
|
|
" entry.devicePixelContentBoxSize[0].blockSize\n",
|
||
|
|
" );\n",
|
||
|
|
" } else {\n",
|
||
|
|
" canvas.setAttribute('width', width * fig.ratio);\n",
|
||
|
|
" canvas.setAttribute('height', height * fig.ratio);\n",
|
||
|
|
" }\n",
|
||
|
|
" canvas.setAttribute(\n",
|
||
|
|
" 'style',\n",
|
||
|
|
" 'width: ' + width + 'px; height: ' + height + 'px;'\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" rubberband_canvas.setAttribute('width', width);\n",
|
||
|
|
" rubberband_canvas.setAttribute('height', height);\n",
|
||
|
|
"\n",
|
||
|
|
" // And update the size in Python. We ignore the initial 0/0 size\n",
|
||
|
|
" // that occurs as the element is placed into the DOM, which should\n",
|
||
|
|
" // otherwise not happen due to the minimum size styling.\n",
|
||
|
|
" if (width != 0 && height != 0) {\n",
|
||
|
|
" fig.request_resize(width, height);\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
" });\n",
|
||
|
|
" resizeObserver.observe(canvas_div);\n",
|
||
|
|
"\n",
|
||
|
|
" function on_mouse_event_closure(name) {\n",
|
||
|
|
" return function (event) {\n",
|
||
|
|
" return fig.mouse_event(event, name);\n",
|
||
|
|
" };\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" rubberband_canvas.addEventListener(\n",
|
||
|
|
" 'mousedown',\n",
|
||
|
|
" on_mouse_event_closure('button_press')\n",
|
||
|
|
" );\n",
|
||
|
|
" rubberband_canvas.addEventListener(\n",
|
||
|
|
" 'mouseup',\n",
|
||
|
|
" on_mouse_event_closure('button_release')\n",
|
||
|
|
" );\n",
|
||
|
|
" // Throttle sequential mouse events to 1 every 20ms.\n",
|
||
|
|
" rubberband_canvas.addEventListener(\n",
|
||
|
|
" 'mousemove',\n",
|
||
|
|
" on_mouse_event_closure('motion_notify')\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" rubberband_canvas.addEventListener(\n",
|
||
|
|
" 'mouseenter',\n",
|
||
|
|
" on_mouse_event_closure('figure_enter')\n",
|
||
|
|
" );\n",
|
||
|
|
" rubberband_canvas.addEventListener(\n",
|
||
|
|
" 'mouseleave',\n",
|
||
|
|
" on_mouse_event_closure('figure_leave')\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" canvas_div.addEventListener('wheel', function (event) {\n",
|
||
|
|
" if (event.deltaY < 0) {\n",
|
||
|
|
" event.step = 1;\n",
|
||
|
|
" } else {\n",
|
||
|
|
" event.step = -1;\n",
|
||
|
|
" }\n",
|
||
|
|
" on_mouse_event_closure('scroll')(event);\n",
|
||
|
|
" });\n",
|
||
|
|
"\n",
|
||
|
|
" canvas_div.appendChild(canvas);\n",
|
||
|
|
" canvas_div.appendChild(rubberband_canvas);\n",
|
||
|
|
"\n",
|
||
|
|
" this.rubberband_context = rubberband_canvas.getContext('2d');\n",
|
||
|
|
" this.rubberband_context.strokeStyle = '#000000';\n",
|
||
|
|
"\n",
|
||
|
|
" this._resize_canvas = function (width, height, forward) {\n",
|
||
|
|
" if (forward) {\n",
|
||
|
|
" canvas_div.style.width = width + 'px';\n",
|
||
|
|
" canvas_div.style.height = height + 'px';\n",
|
||
|
|
" }\n",
|
||
|
|
" };\n",
|
||
|
|
"\n",
|
||
|
|
" // Disable right mouse context menu.\n",
|
||
|
|
" this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n",
|
||
|
|
" event.preventDefault();\n",
|
||
|
|
" return false;\n",
|
||
|
|
" });\n",
|
||
|
|
"\n",
|
||
|
|
" function set_focus() {\n",
|
||
|
|
" canvas.focus();\n",
|
||
|
|
" canvas_div.focus();\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" window.setTimeout(set_focus, 100);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._init_toolbar = function () {\n",
|
||
|
|
" var fig = this;\n",
|
||
|
|
"\n",
|
||
|
|
" var toolbar = document.createElement('div');\n",
|
||
|
|
" toolbar.classList = 'mpl-toolbar';\n",
|
||
|
|
" this.root.appendChild(toolbar);\n",
|
||
|
|
"\n",
|
||
|
|
" function on_click_closure(name) {\n",
|
||
|
|
" return function (_event) {\n",
|
||
|
|
" return fig.toolbar_button_onclick(name);\n",
|
||
|
|
" };\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" function on_mouseover_closure(tooltip) {\n",
|
||
|
|
" return function (event) {\n",
|
||
|
|
" if (!event.currentTarget.disabled) {\n",
|
||
|
|
" return fig.toolbar_button_onmouseover(tooltip);\n",
|
||
|
|
" }\n",
|
||
|
|
" };\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" fig.buttons = {};\n",
|
||
|
|
" var buttonGroup = document.createElement('div');\n",
|
||
|
|
" buttonGroup.classList = 'mpl-button-group';\n",
|
||
|
|
" for (var toolbar_ind in mpl.toolbar_items) {\n",
|
||
|
|
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
|
||
|
|
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
|
||
|
|
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
|
||
|
|
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
|
||
|
|
"\n",
|
||
|
|
" if (!name) {\n",
|
||
|
|
" /* Instead of a spacer, we start a new button group. */\n",
|
||
|
|
" if (buttonGroup.hasChildNodes()) {\n",
|
||
|
|
" toolbar.appendChild(buttonGroup);\n",
|
||
|
|
" }\n",
|
||
|
|
" buttonGroup = document.createElement('div');\n",
|
||
|
|
" buttonGroup.classList = 'mpl-button-group';\n",
|
||
|
|
" continue;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var button = (fig.buttons[name] = document.createElement('button'));\n",
|
||
|
|
" button.classList = 'mpl-widget';\n",
|
||
|
|
" button.setAttribute('role', 'button');\n",
|
||
|
|
" button.setAttribute('aria-disabled', 'false');\n",
|
||
|
|
" button.addEventListener('click', on_click_closure(method_name));\n",
|
||
|
|
" button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
|
||
|
|
"\n",
|
||
|
|
" var icon_img = document.createElement('img');\n",
|
||
|
|
" icon_img.src = '_images/' + image + '.png';\n",
|
||
|
|
" icon_img.srcset = '_images/' + image + '_large.png 2x';\n",
|
||
|
|
" icon_img.alt = tooltip;\n",
|
||
|
|
" button.appendChild(icon_img);\n",
|
||
|
|
"\n",
|
||
|
|
" buttonGroup.appendChild(button);\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" if (buttonGroup.hasChildNodes()) {\n",
|
||
|
|
" toolbar.appendChild(buttonGroup);\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var fmt_picker = document.createElement('select');\n",
|
||
|
|
" fmt_picker.classList = 'mpl-widget';\n",
|
||
|
|
" toolbar.appendChild(fmt_picker);\n",
|
||
|
|
" this.format_dropdown = fmt_picker;\n",
|
||
|
|
"\n",
|
||
|
|
" for (var ind in mpl.extensions) {\n",
|
||
|
|
" var fmt = mpl.extensions[ind];\n",
|
||
|
|
" var option = document.createElement('option');\n",
|
||
|
|
" option.selected = fmt === mpl.default_extension;\n",
|
||
|
|
" option.innerHTML = fmt;\n",
|
||
|
|
" fmt_picker.appendChild(option);\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var status_bar = document.createElement('span');\n",
|
||
|
|
" status_bar.classList = 'mpl-message';\n",
|
||
|
|
" toolbar.appendChild(status_bar);\n",
|
||
|
|
" this.message = status_bar;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n",
|
||
|
|
" // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
|
||
|
|
" // which will in turn request a refresh of the image.\n",
|
||
|
|
" this.send_message('resize', { width: x_pixels, height: y_pixels });\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.send_message = function (type, properties) {\n",
|
||
|
|
" properties['type'] = type;\n",
|
||
|
|
" properties['figure_id'] = this.id;\n",
|
||
|
|
" this.ws.send(JSON.stringify(properties));\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.send_draw_message = function () {\n",
|
||
|
|
" if (!this.waiting) {\n",
|
||
|
|
" this.waiting = true;\n",
|
||
|
|
" this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
|
||
|
|
" var format_dropdown = fig.format_dropdown;\n",
|
||
|
|
" var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
|
||
|
|
" fig.ondownload(fig, format);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_resize = function (fig, msg) {\n",
|
||
|
|
" var size = msg['size'];\n",
|
||
|
|
" if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n",
|
||
|
|
" fig._resize_canvas(size[0], size[1], msg['forward']);\n",
|
||
|
|
" fig.send_message('refresh', {});\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_rubberband = function (fig, msg) {\n",
|
||
|
|
" var x0 = msg['x0'] / fig.ratio;\n",
|
||
|
|
" var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n",
|
||
|
|
" var x1 = msg['x1'] / fig.ratio;\n",
|
||
|
|
" var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n",
|
||
|
|
" x0 = Math.floor(x0) + 0.5;\n",
|
||
|
|
" y0 = Math.floor(y0) + 0.5;\n",
|
||
|
|
" x1 = Math.floor(x1) + 0.5;\n",
|
||
|
|
" y1 = Math.floor(y1) + 0.5;\n",
|
||
|
|
" var min_x = Math.min(x0, x1);\n",
|
||
|
|
" var min_y = Math.min(y0, y1);\n",
|
||
|
|
" var width = Math.abs(x1 - x0);\n",
|
||
|
|
" var height = Math.abs(y1 - y0);\n",
|
||
|
|
"\n",
|
||
|
|
" fig.rubberband_context.clearRect(\n",
|
||
|
|
" 0,\n",
|
||
|
|
" 0,\n",
|
||
|
|
" fig.canvas.width / fig.ratio,\n",
|
||
|
|
" fig.canvas.height / fig.ratio\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_figure_label = function (fig, msg) {\n",
|
||
|
|
" // Updates the figure title.\n",
|
||
|
|
" fig.header.textContent = msg['label'];\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_cursor = function (fig, msg) {\n",
|
||
|
|
" var cursor = msg['cursor'];\n",
|
||
|
|
" switch (cursor) {\n",
|
||
|
|
" case 0:\n",
|
||
|
|
" cursor = 'pointer';\n",
|
||
|
|
" break;\n",
|
||
|
|
" case 1:\n",
|
||
|
|
" cursor = 'default';\n",
|
||
|
|
" break;\n",
|
||
|
|
" case 2:\n",
|
||
|
|
" cursor = 'crosshair';\n",
|
||
|
|
" break;\n",
|
||
|
|
" case 3:\n",
|
||
|
|
" cursor = 'move';\n",
|
||
|
|
" break;\n",
|
||
|
|
" }\n",
|
||
|
|
" fig.rubberband_canvas.style.cursor = cursor;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_message = function (fig, msg) {\n",
|
||
|
|
" fig.message.textContent = msg['message'];\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_draw = function (fig, _msg) {\n",
|
||
|
|
" // Request the server to send over a new figure.\n",
|
||
|
|
" fig.send_draw_message();\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_image_mode = function (fig, msg) {\n",
|
||
|
|
" fig.image_mode = msg['mode'];\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n",
|
||
|
|
" for (var key in msg) {\n",
|
||
|
|
" if (!(key in fig.buttons)) {\n",
|
||
|
|
" continue;\n",
|
||
|
|
" }\n",
|
||
|
|
" fig.buttons[key].disabled = !msg[key];\n",
|
||
|
|
" fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n",
|
||
|
|
" if (msg['mode'] === 'PAN') {\n",
|
||
|
|
" fig.buttons['Pan'].classList.add('active');\n",
|
||
|
|
" fig.buttons['Zoom'].classList.remove('active');\n",
|
||
|
|
" } else if (msg['mode'] === 'ZOOM') {\n",
|
||
|
|
" fig.buttons['Pan'].classList.remove('active');\n",
|
||
|
|
" fig.buttons['Zoom'].classList.add('active');\n",
|
||
|
|
" } else {\n",
|
||
|
|
" fig.buttons['Pan'].classList.remove('active');\n",
|
||
|
|
" fig.buttons['Zoom'].classList.remove('active');\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.updated_canvas_event = function () {\n",
|
||
|
|
" // Called whenever the canvas gets updated.\n",
|
||
|
|
" this.send_message('ack', {});\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"// A function to construct a web socket function for onmessage handling.\n",
|
||
|
|
"// Called in the figure constructor.\n",
|
||
|
|
"mpl.figure.prototype._make_on_message_function = function (fig) {\n",
|
||
|
|
" return function socket_on_message(evt) {\n",
|
||
|
|
" if (evt.data instanceof Blob) {\n",
|
||
|
|
" /* FIXME: We get \"Resource interpreted as Image but\n",
|
||
|
|
" * transferred with MIME type text/plain:\" errors on\n",
|
||
|
|
" * Chrome. But how to set the MIME type? It doesn't seem\n",
|
||
|
|
" * to be part of the websocket stream */\n",
|
||
|
|
" evt.data.type = 'image/png';\n",
|
||
|
|
"\n",
|
||
|
|
" /* Free the memory for the previous frames */\n",
|
||
|
|
" if (fig.imageObj.src) {\n",
|
||
|
|
" (window.URL || window.webkitURL).revokeObjectURL(\n",
|
||
|
|
" fig.imageObj.src\n",
|
||
|
|
" );\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
|
||
|
|
" evt.data\n",
|
||
|
|
" );\n",
|
||
|
|
" fig.updated_canvas_event();\n",
|
||
|
|
" fig.waiting = false;\n",
|
||
|
|
" return;\n",
|
||
|
|
" } else if (\n",
|
||
|
|
" typeof evt.data === 'string' &&\n",
|
||
|
|
" evt.data.slice(0, 21) === 'data:image/png;base64'\n",
|
||
|
|
" ) {\n",
|
||
|
|
" fig.imageObj.src = evt.data;\n",
|
||
|
|
" fig.updated_canvas_event();\n",
|
||
|
|
" fig.waiting = false;\n",
|
||
|
|
" return;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var msg = JSON.parse(evt.data);\n",
|
||
|
|
" var msg_type = msg['type'];\n",
|
||
|
|
"\n",
|
||
|
|
" // Call the \"handle_{type}\" callback, which takes\n",
|
||
|
|
" // the figure and JSON message as its only arguments.\n",
|
||
|
|
" try {\n",
|
||
|
|
" var callback = fig['handle_' + msg_type];\n",
|
||
|
|
" } catch (e) {\n",
|
||
|
|
" console.log(\n",
|
||
|
|
" \"No handler for the '\" + msg_type + \"' message type: \",\n",
|
||
|
|
" msg\n",
|
||
|
|
" );\n",
|
||
|
|
" return;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" if (callback) {\n",
|
||
|
|
" try {\n",
|
||
|
|
" // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
|
||
|
|
" callback(fig, msg);\n",
|
||
|
|
" } catch (e) {\n",
|
||
|
|
" console.log(\n",
|
||
|
|
" \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n",
|
||
|
|
" e,\n",
|
||
|
|
" e.stack,\n",
|
||
|
|
" msg\n",
|
||
|
|
" );\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
" };\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
|
||
|
|
"mpl.findpos = function (e) {\n",
|
||
|
|
" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
|
||
|
|
" var targ;\n",
|
||
|
|
" if (!e) {\n",
|
||
|
|
" e = window.event;\n",
|
||
|
|
" }\n",
|
||
|
|
" if (e.target) {\n",
|
||
|
|
" targ = e.target;\n",
|
||
|
|
" } else if (e.srcElement) {\n",
|
||
|
|
" targ = e.srcElement;\n",
|
||
|
|
" }\n",
|
||
|
|
" if (targ.nodeType === 3) {\n",
|
||
|
|
" // defeat Safari bug\n",
|
||
|
|
" targ = targ.parentNode;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" // pageX,Y are the mouse positions relative to the document\n",
|
||
|
|
" var boundingRect = targ.getBoundingClientRect();\n",
|
||
|
|
" var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n",
|
||
|
|
" var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n",
|
||
|
|
"\n",
|
||
|
|
" return { x: x, y: y };\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"/*\n",
|
||
|
|
" * return a copy of an object with only non-object keys\n",
|
||
|
|
" * we need this to avoid circular references\n",
|
||
|
|
" * http://stackoverflow.com/a/24161582/3208463\n",
|
||
|
|
" */\n",
|
||
|
|
"function simpleKeys(original) {\n",
|
||
|
|
" return Object.keys(original).reduce(function (obj, key) {\n",
|
||
|
|
" if (typeof original[key] !== 'object') {\n",
|
||
|
|
" obj[key] = original[key];\n",
|
||
|
|
" }\n",
|
||
|
|
" return obj;\n",
|
||
|
|
" }, {});\n",
|
||
|
|
"}\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.mouse_event = function (event, name) {\n",
|
||
|
|
" var canvas_pos = mpl.findpos(event);\n",
|
||
|
|
"\n",
|
||
|
|
" if (name === 'button_press') {\n",
|
||
|
|
" this.canvas.focus();\n",
|
||
|
|
" this.canvas_div.focus();\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var x = canvas_pos.x * this.ratio;\n",
|
||
|
|
" var y = canvas_pos.y * this.ratio;\n",
|
||
|
|
"\n",
|
||
|
|
" this.send_message(name, {\n",
|
||
|
|
" x: x,\n",
|
||
|
|
" y: y,\n",
|
||
|
|
" button: event.button,\n",
|
||
|
|
" step: event.step,\n",
|
||
|
|
" guiEvent: simpleKeys(event),\n",
|
||
|
|
" });\n",
|
||
|
|
"\n",
|
||
|
|
" /* This prevents the web browser from automatically changing to\n",
|
||
|
|
" * the text insertion cursor when the button is pressed. We want\n",
|
||
|
|
" * to control all of the cursor setting manually through the\n",
|
||
|
|
" * 'cursor' event from matplotlib */\n",
|
||
|
|
" event.preventDefault();\n",
|
||
|
|
" return false;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._key_event_extra = function (_event, _name) {\n",
|
||
|
|
" // Handle any extra behaviour associated with a key event\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.key_event = function (event, name) {\n",
|
||
|
|
" // Prevent repeat events\n",
|
||
|
|
" if (name === 'key_press') {\n",
|
||
|
|
" if (event.which === this._key) {\n",
|
||
|
|
" return;\n",
|
||
|
|
" } else {\n",
|
||
|
|
" this._key = event.which;\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
" if (name === 'key_release') {\n",
|
||
|
|
" this._key = null;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var value = '';\n",
|
||
|
|
" if (event.ctrlKey && event.which !== 17) {\n",
|
||
|
|
" value += 'ctrl+';\n",
|
||
|
|
" }\n",
|
||
|
|
" if (event.altKey && event.which !== 18) {\n",
|
||
|
|
" value += 'alt+';\n",
|
||
|
|
" }\n",
|
||
|
|
" if (event.shiftKey && event.which !== 16) {\n",
|
||
|
|
" value += 'shift+';\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" value += 'k';\n",
|
||
|
|
" value += event.which.toString();\n",
|
||
|
|
"\n",
|
||
|
|
" this._key_event_extra(event, name);\n",
|
||
|
|
"\n",
|
||
|
|
" this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n",
|
||
|
|
" return false;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.toolbar_button_onclick = function (name) {\n",
|
||
|
|
" if (name === 'download') {\n",
|
||
|
|
" this.handle_save(this, null);\n",
|
||
|
|
" } else {\n",
|
||
|
|
" this.send_message('toolbar_button', { name: name });\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n",
|
||
|
|
" this.message.textContent = tooltip;\n",
|
||
|
|
"};\n",
|
||
|
|
"mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.default_extension = \"png\";/* global mpl */\n",
|
||
|
|
"\n",
|
||
|
|
"var comm_websocket_adapter = function (comm) {\n",
|
||
|
|
" // Create a \"websocket\"-like object which calls the given IPython comm\n",
|
||
|
|
" // object with the appropriate methods. Currently this is a non binary\n",
|
||
|
|
" // socket, so there is still some room for performance tuning.\n",
|
||
|
|
" var ws = {};\n",
|
||
|
|
"\n",
|
||
|
|
" ws.close = function () {\n",
|
||
|
|
" comm.close();\n",
|
||
|
|
" };\n",
|
||
|
|
" ws.send = function (m) {\n",
|
||
|
|
" //console.log('sending', m);\n",
|
||
|
|
" comm.send(m);\n",
|
||
|
|
" };\n",
|
||
|
|
" // Register the callback with on_msg.\n",
|
||
|
|
" comm.on_msg(function (msg) {\n",
|
||
|
|
" //console.log('receiving', msg['content']['data'], msg);\n",
|
||
|
|
" // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
|
||
|
|
" ws.onmessage(msg['content']['data']);\n",
|
||
|
|
" });\n",
|
||
|
|
" return ws;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.mpl_figure_comm = function (comm, msg) {\n",
|
||
|
|
" // This is the function which gets called when the mpl process\n",
|
||
|
|
" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
|
||
|
|
"\n",
|
||
|
|
" var id = msg.content.data.id;\n",
|
||
|
|
" // Get hold of the div created by the display call when the Comm\n",
|
||
|
|
" // socket was opened in Python.\n",
|
||
|
|
" var element = document.getElementById(id);\n",
|
||
|
|
" var ws_proxy = comm_websocket_adapter(comm);\n",
|
||
|
|
"\n",
|
||
|
|
" function ondownload(figure, _format) {\n",
|
||
|
|
" window.open(figure.canvas.toDataURL());\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n",
|
||
|
|
"\n",
|
||
|
|
" // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
|
||
|
|
" // web socket which is closed, not our websocket->open comm proxy.\n",
|
||
|
|
" ws_proxy.onopen();\n",
|
||
|
|
"\n",
|
||
|
|
" fig.parent_element = element;\n",
|
||
|
|
" fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
|
||
|
|
" if (!fig.cell_info) {\n",
|
||
|
|
" console.error('Failed to find cell for figure', id, fig);\n",
|
||
|
|
" return;\n",
|
||
|
|
" }\n",
|
||
|
|
" fig.cell_info[0].output_area.element.one(\n",
|
||
|
|
" 'cleared',\n",
|
||
|
|
" { fig: fig },\n",
|
||
|
|
" fig._remove_fig_handler\n",
|
||
|
|
" );\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_close = function (fig, msg) {\n",
|
||
|
|
" var width = fig.canvas.width / fig.ratio;\n",
|
||
|
|
" fig.cell_info[0].output_area.element.off(\n",
|
||
|
|
" 'cleared',\n",
|
||
|
|
" fig._remove_fig_handler\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" // Update the output cell to use the data from the current canvas.\n",
|
||
|
|
" fig.push_to_output();\n",
|
||
|
|
" var dataURL = fig.canvas.toDataURL();\n",
|
||
|
|
" // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
|
||
|
|
" // the notebook keyboard shortcuts fail.\n",
|
||
|
|
" IPython.keyboard_manager.enable();\n",
|
||
|
|
" fig.parent_element.innerHTML =\n",
|
||
|
|
" '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
|
||
|
|
" fig.close_ws(fig, msg);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.close_ws = function (fig, msg) {\n",
|
||
|
|
" fig.send_message('closing', msg);\n",
|
||
|
|
" // fig.ws.close()\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.push_to_output = function (_remove_interactive) {\n",
|
||
|
|
" // Turn the data on the canvas into data in the output cell.\n",
|
||
|
|
" var width = this.canvas.width / this.ratio;\n",
|
||
|
|
" var dataURL = this.canvas.toDataURL();\n",
|
||
|
|
" this.cell_info[1]['text/html'] =\n",
|
||
|
|
" '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.updated_canvas_event = function () {\n",
|
||
|
|
" // Tell IPython that the notebook contents must change.\n",
|
||
|
|
" IPython.notebook.set_dirty(true);\n",
|
||
|
|
" this.send_message('ack', {});\n",
|
||
|
|
" var fig = this;\n",
|
||
|
|
" // Wait a second, then push the new image to the DOM so\n",
|
||
|
|
" // that it is saved nicely (might be nice to debounce this).\n",
|
||
|
|
" setTimeout(function () {\n",
|
||
|
|
" fig.push_to_output();\n",
|
||
|
|
" }, 1000);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._init_toolbar = function () {\n",
|
||
|
|
" var fig = this;\n",
|
||
|
|
"\n",
|
||
|
|
" var toolbar = document.createElement('div');\n",
|
||
|
|
" toolbar.classList = 'btn-toolbar';\n",
|
||
|
|
" this.root.appendChild(toolbar);\n",
|
||
|
|
"\n",
|
||
|
|
" function on_click_closure(name) {\n",
|
||
|
|
" return function (_event) {\n",
|
||
|
|
" return fig.toolbar_button_onclick(name);\n",
|
||
|
|
" };\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" function on_mouseover_closure(tooltip) {\n",
|
||
|
|
" return function (event) {\n",
|
||
|
|
" if (!event.currentTarget.disabled) {\n",
|
||
|
|
" return fig.toolbar_button_onmouseover(tooltip);\n",
|
||
|
|
" }\n",
|
||
|
|
" };\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" fig.buttons = {};\n",
|
||
|
|
" var buttonGroup = document.createElement('div');\n",
|
||
|
|
" buttonGroup.classList = 'btn-group';\n",
|
||
|
|
" var button;\n",
|
||
|
|
" for (var toolbar_ind in mpl.toolbar_items) {\n",
|
||
|
|
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
|
||
|
|
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
|
||
|
|
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
|
||
|
|
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
|
||
|
|
"\n",
|
||
|
|
" if (!name) {\n",
|
||
|
|
" /* Instead of a spacer, we start a new button group. */\n",
|
||
|
|
" if (buttonGroup.hasChildNodes()) {\n",
|
||
|
|
" toolbar.appendChild(buttonGroup);\n",
|
||
|
|
" }\n",
|
||
|
|
" buttonGroup = document.createElement('div');\n",
|
||
|
|
" buttonGroup.classList = 'btn-group';\n",
|
||
|
|
" continue;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" button = fig.buttons[name] = document.createElement('button');\n",
|
||
|
|
" button.classList = 'btn btn-default';\n",
|
||
|
|
" button.href = '#';\n",
|
||
|
|
" button.title = name;\n",
|
||
|
|
" button.innerHTML = '<i class=\"fa ' + image + ' fa-lg\"></i>';\n",
|
||
|
|
" button.addEventListener('click', on_click_closure(method_name));\n",
|
||
|
|
" button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
|
||
|
|
" buttonGroup.appendChild(button);\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" if (buttonGroup.hasChildNodes()) {\n",
|
||
|
|
" toolbar.appendChild(buttonGroup);\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" // Add the status bar.\n",
|
||
|
|
" var status_bar = document.createElement('span');\n",
|
||
|
|
" status_bar.classList = 'mpl-message pull-right';\n",
|
||
|
|
" toolbar.appendChild(status_bar);\n",
|
||
|
|
" this.message = status_bar;\n",
|
||
|
|
"\n",
|
||
|
|
" // Add the close button to the window.\n",
|
||
|
|
" var buttongrp = document.createElement('div');\n",
|
||
|
|
" buttongrp.classList = 'btn-group inline pull-right';\n",
|
||
|
|
" button = document.createElement('button');\n",
|
||
|
|
" button.classList = 'btn btn-mini btn-primary';\n",
|
||
|
|
" button.href = '#';\n",
|
||
|
|
" button.title = 'Stop Interaction';\n",
|
||
|
|
" button.innerHTML = '<i class=\"fa fa-power-off icon-remove icon-large\"></i>';\n",
|
||
|
|
" button.addEventListener('click', function (_evt) {\n",
|
||
|
|
" fig.handle_close(fig, {});\n",
|
||
|
|
" });\n",
|
||
|
|
" button.addEventListener(\n",
|
||
|
|
" 'mouseover',\n",
|
||
|
|
" on_mouseover_closure('Stop Interaction')\n",
|
||
|
|
" );\n",
|
||
|
|
" buttongrp.appendChild(button);\n",
|
||
|
|
" var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n",
|
||
|
|
" titlebar.insertBefore(buttongrp, titlebar.firstChild);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._remove_fig_handler = function (event) {\n",
|
||
|
|
" var fig = event.data.fig;\n",
|
||
|
|
" fig.close_ws(fig, {});\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._root_extra_style = function (el) {\n",
|
||
|
|
" el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._canvas_extra_style = function (el) {\n",
|
||
|
|
" // this is important to make the div 'focusable\n",
|
||
|
|
" el.setAttribute('tabindex', 0);\n",
|
||
|
|
" // reach out to IPython and tell the keyboard manager to turn it's self\n",
|
||
|
|
" // off when our div gets focus\n",
|
||
|
|
"\n",
|
||
|
|
" // location in version 3\n",
|
||
|
|
" if (IPython.notebook.keyboard_manager) {\n",
|
||
|
|
" IPython.notebook.keyboard_manager.register_events(el);\n",
|
||
|
|
" } else {\n",
|
||
|
|
" // location in version 2\n",
|
||
|
|
" IPython.keyboard_manager.register_events(el);\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._key_event_extra = function (event, _name) {\n",
|
||
|
|
" var manager = IPython.notebook.keyboard_manager;\n",
|
||
|
|
" if (!manager) {\n",
|
||
|
|
" manager = IPython.keyboard_manager;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" // Check for shift+enter\n",
|
||
|
|
" if (event.shiftKey && event.which === 13) {\n",
|
||
|
|
" this.canvas_div.blur();\n",
|
||
|
|
" // select the cell after this one\n",
|
||
|
|
" var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n",
|
||
|
|
" IPython.notebook.select(index + 1);\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
|
||
|
|
" fig.ondownload(fig, null);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.find_output_cell = function (html_output) {\n",
|
||
|
|
" // Return the cell and output element which can be found *uniquely* in the notebook.\n",
|
||
|
|
" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
|
||
|
|
" // IPython event is triggered only after the cells have been serialised, which for\n",
|
||
|
|
" // our purposes (turning an active figure into a static one), is too late.\n",
|
||
|
|
" var cells = IPython.notebook.get_cells();\n",
|
||
|
|
" var ncells = cells.length;\n",
|
||
|
|
" for (var i = 0; i < ncells; i++) {\n",
|
||
|
|
" var cell = cells[i];\n",
|
||
|
|
" if (cell.cell_type === 'code') {\n",
|
||
|
|
" for (var j = 0; j < cell.output_area.outputs.length; j++) {\n",
|
||
|
|
" var data = cell.output_area.outputs[j];\n",
|
||
|
|
" if (data.data) {\n",
|
||
|
|
" // IPython >= 3 moved mimebundle to data attribute of output\n",
|
||
|
|
" data = data.data;\n",
|
||
|
|
" }\n",
|
||
|
|
" if (data['text/html'] === html_output) {\n",
|
||
|
|
" return [cell, data, j];\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"// Register the function which deals with the matplotlib target/channel.\n",
|
||
|
|
"// The kernel may be null if the page has been refreshed.\n",
|
||
|
|
"if (IPython.notebook.kernel !== null) {\n",
|
||
|
|
" IPython.notebook.kernel.comm_manager.register_target(\n",
|
||
|
|
" 'matplotlib',\n",
|
||
|
|
" mpl.mpl_figure_comm\n",
|
||
|
|
" );\n",
|
||
|
|
"}\n"
|
||
|
|
],
|
||
|
|
"text/plain": [
|
||
|
|
"<IPython.core.display.Javascript object>"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"metadata": {},
|
||
|
|
"output_type": "display_data"
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"text/html": [
|
||
|
|
"<img src=\"data:image/png;base64,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
|
||
|
|
],
|
||
|
|
"text/plain": [
|
||
|
|
"<IPython.core.display.HTML object>"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"metadata": {},
|
||
|
|
"output_type": "display_data"
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"name": "stdout",
|
||
|
|
"output_type": "stream",
|
||
|
|
"text": [
|
||
|
|
"\n",
|
||
|
|
"\n",
|
||
|
|
"Temps d'execution de fibo avec n=99010 : 0.08708674800000082\n"
|
||
|
|
]
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"source": [
|
||
|
|
"def fibo(n: int) -> int:\n",
|
||
|
|
" \"\"\" Calcule les termes de la suite de Fibonacci (n>=0) \"\"\"\n",
|
||
|
|
" assert isinstance(n, int) and n >= 0, \"n must be integer and positive\"\n",
|
||
|
|
" \n",
|
||
|
|
" if n <= 1: return 1\n",
|
||
|
|
" elif n <= 0: return 0\n",
|
||
|
|
"\n",
|
||
|
|
" un_moins_2 = 0\n",
|
||
|
|
" un_moins_1 = 1\n",
|
||
|
|
" \n",
|
||
|
|
" for i in range(2,n+1):\n",
|
||
|
|
" un = un_moins_1 + un_moins_2\n",
|
||
|
|
" un_moins_2 = un_moins_1\n",
|
||
|
|
" un_moins_1 = un\n",
|
||
|
|
" return un\n",
|
||
|
|
"\n",
|
||
|
|
"# Mesure du temps et tracés\n",
|
||
|
|
"import time\n",
|
||
|
|
"%matplotlib notebook\n",
|
||
|
|
"import matplotlib.pyplot as plt\n",
|
||
|
|
"\n",
|
||
|
|
"n = [i for i in range(10, 100000, 1000)]\n",
|
||
|
|
"liste_temps = []\n",
|
||
|
|
"\n",
|
||
|
|
"for i in n:\n",
|
||
|
|
" print(f\"Test avec n={i}\", end = \" - \")\n",
|
||
|
|
" temps = 0.0\n",
|
||
|
|
" nb_loops = 10\n",
|
||
|
|
" for test in range(nb_loops):\n",
|
||
|
|
" start = time.process_time()\n",
|
||
|
|
" fibo(i)\n",
|
||
|
|
" temps += time.process_time() - start\n",
|
||
|
|
" temps /= nb_loops\n",
|
||
|
|
" liste_temps.append(temps)\n",
|
||
|
|
"\n",
|
||
|
|
"plt.plot(n, liste_temps, label=\"fibo\")\n",
|
||
|
|
"plt.xlabel(\"n\")\n",
|
||
|
|
"plt.grid(True)\n",
|
||
|
|
"print(f\"\\n\\nTemps d'execution de fibo avec n={n[-1]} : {liste_temps[-1]}\")"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "markdown",
|
||
|
|
"metadata": {},
|
||
|
|
"source": [
|
||
|
|
"Nous obtenons des résultats identiques à la fonction précédente, ce qui est normal puisque ces fonctions sont presques identiques.\n",
|
||
|
|
"\n",
|
||
|
|
"- **Copier-coller** la définition de votre fonction `fibor` au début de la cellule suivante et exécutez la cellule pour analyser les performances."
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 9,
|
||
|
|
"metadata": {},
|
||
|
|
"outputs": [
|
||
|
|
{
|
||
|
|
"name": "stdout",
|
||
|
|
"output_type": "stream",
|
||
|
|
"text": [
|
||
|
|
"Test avec n=5 - Test avec n=7 - Test avec n=9 - Test avec n=11 - Test avec n=13 - Test avec n=15 - Test avec n=17 - Test avec n=19 - Test avec n=21 - Test avec n=23 - Test avec n=25 - Test avec n=27 - Test avec n=29 - Test avec n=31 - Test avec n=33 - Test avec n=35 - Test avec n=37 - Test avec n=39 - "
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"application/javascript": [
|
||
|
|
"/* Put everything inside the global mpl namespace */\n",
|
||
|
|
"/* global mpl */\n",
|
||
|
|
"window.mpl = {};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.get_websocket_type = function () {\n",
|
||
|
|
" if (typeof WebSocket !== 'undefined') {\n",
|
||
|
|
" return WebSocket;\n",
|
||
|
|
" } else if (typeof MozWebSocket !== 'undefined') {\n",
|
||
|
|
" return MozWebSocket;\n",
|
||
|
|
" } else {\n",
|
||
|
|
" alert(\n",
|
||
|
|
" 'Your browser does not have WebSocket support. ' +\n",
|
||
|
|
" 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
|
||
|
|
" 'Firefox 4 and 5 are also supported but you ' +\n",
|
||
|
|
" 'have to enable WebSockets in about:config.'\n",
|
||
|
|
" );\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n",
|
||
|
|
" this.id = figure_id;\n",
|
||
|
|
"\n",
|
||
|
|
" this.ws = websocket;\n",
|
||
|
|
"\n",
|
||
|
|
" this.supports_binary = this.ws.binaryType !== undefined;\n",
|
||
|
|
"\n",
|
||
|
|
" if (!this.supports_binary) {\n",
|
||
|
|
" var warnings = document.getElementById('mpl-warnings');\n",
|
||
|
|
" if (warnings) {\n",
|
||
|
|
" warnings.style.display = 'block';\n",
|
||
|
|
" warnings.textContent =\n",
|
||
|
|
" 'This browser does not support binary websocket messages. ' +\n",
|
||
|
|
" 'Performance may be slow.';\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" this.imageObj = new Image();\n",
|
||
|
|
"\n",
|
||
|
|
" this.context = undefined;\n",
|
||
|
|
" this.message = undefined;\n",
|
||
|
|
" this.canvas = undefined;\n",
|
||
|
|
" this.rubberband_canvas = undefined;\n",
|
||
|
|
" this.rubberband_context = undefined;\n",
|
||
|
|
" this.format_dropdown = undefined;\n",
|
||
|
|
"\n",
|
||
|
|
" this.image_mode = 'full';\n",
|
||
|
|
"\n",
|
||
|
|
" this.root = document.createElement('div');\n",
|
||
|
|
" this.root.setAttribute('style', 'display: inline-block');\n",
|
||
|
|
" this._root_extra_style(this.root);\n",
|
||
|
|
"\n",
|
||
|
|
" parent_element.appendChild(this.root);\n",
|
||
|
|
"\n",
|
||
|
|
" this._init_header(this);\n",
|
||
|
|
" this._init_canvas(this);\n",
|
||
|
|
" this._init_toolbar(this);\n",
|
||
|
|
"\n",
|
||
|
|
" var fig = this;\n",
|
||
|
|
"\n",
|
||
|
|
" this.waiting = false;\n",
|
||
|
|
"\n",
|
||
|
|
" this.ws.onopen = function () {\n",
|
||
|
|
" fig.send_message('supports_binary', { value: fig.supports_binary });\n",
|
||
|
|
" fig.send_message('send_image_mode', {});\n",
|
||
|
|
" if (fig.ratio !== 1) {\n",
|
||
|
|
" fig.send_message('set_dpi_ratio', { dpi_ratio: fig.ratio });\n",
|
||
|
|
" }\n",
|
||
|
|
" fig.send_message('refresh', {});\n",
|
||
|
|
" };\n",
|
||
|
|
"\n",
|
||
|
|
" this.imageObj.onload = function () {\n",
|
||
|
|
" if (fig.image_mode === 'full') {\n",
|
||
|
|
" // Full images could contain transparency (where diff images\n",
|
||
|
|
" // almost always do), so we need to clear the canvas so that\n",
|
||
|
|
" // there is no ghosting.\n",
|
||
|
|
" fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
|
||
|
|
" }\n",
|
||
|
|
" fig.context.drawImage(fig.imageObj, 0, 0);\n",
|
||
|
|
" };\n",
|
||
|
|
"\n",
|
||
|
|
" this.imageObj.onunload = function () {\n",
|
||
|
|
" fig.ws.close();\n",
|
||
|
|
" };\n",
|
||
|
|
"\n",
|
||
|
|
" this.ws.onmessage = this._make_on_message_function(this);\n",
|
||
|
|
"\n",
|
||
|
|
" this.ondownload = ondownload;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._init_header = function () {\n",
|
||
|
|
" var titlebar = document.createElement('div');\n",
|
||
|
|
" titlebar.classList =\n",
|
||
|
|
" 'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n",
|
||
|
|
" var titletext = document.createElement('div');\n",
|
||
|
|
" titletext.classList = 'ui-dialog-title';\n",
|
||
|
|
" titletext.setAttribute(\n",
|
||
|
|
" 'style',\n",
|
||
|
|
" 'width: 100%; text-align: center; padding: 3px;'\n",
|
||
|
|
" );\n",
|
||
|
|
" titlebar.appendChild(titletext);\n",
|
||
|
|
" this.root.appendChild(titlebar);\n",
|
||
|
|
" this.header = titletext;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._init_canvas = function () {\n",
|
||
|
|
" var fig = this;\n",
|
||
|
|
"\n",
|
||
|
|
" var canvas_div = (this.canvas_div = document.createElement('div'));\n",
|
||
|
|
" canvas_div.setAttribute(\n",
|
||
|
|
" 'style',\n",
|
||
|
|
" 'border: 1px solid #ddd;' +\n",
|
||
|
|
" 'box-sizing: content-box;' +\n",
|
||
|
|
" 'clear: both;' +\n",
|
||
|
|
" 'min-height: 1px;' +\n",
|
||
|
|
" 'min-width: 1px;' +\n",
|
||
|
|
" 'outline: 0;' +\n",
|
||
|
|
" 'overflow: hidden;' +\n",
|
||
|
|
" 'position: relative;' +\n",
|
||
|
|
" 'resize: both;'\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" function on_keyboard_event_closure(name) {\n",
|
||
|
|
" return function (event) {\n",
|
||
|
|
" return fig.key_event(event, name);\n",
|
||
|
|
" };\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" canvas_div.addEventListener(\n",
|
||
|
|
" 'keydown',\n",
|
||
|
|
" on_keyboard_event_closure('key_press')\n",
|
||
|
|
" );\n",
|
||
|
|
" canvas_div.addEventListener(\n",
|
||
|
|
" 'keyup',\n",
|
||
|
|
" on_keyboard_event_closure('key_release')\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" this._canvas_extra_style(canvas_div);\n",
|
||
|
|
" this.root.appendChild(canvas_div);\n",
|
||
|
|
"\n",
|
||
|
|
" var canvas = (this.canvas = document.createElement('canvas'));\n",
|
||
|
|
" canvas.classList.add('mpl-canvas');\n",
|
||
|
|
" canvas.setAttribute('style', 'box-sizing: content-box;');\n",
|
||
|
|
"\n",
|
||
|
|
" this.context = canvas.getContext('2d');\n",
|
||
|
|
"\n",
|
||
|
|
" var backingStore =\n",
|
||
|
|
" this.context.backingStorePixelRatio ||\n",
|
||
|
|
" this.context.webkitBackingStorePixelRatio ||\n",
|
||
|
|
" this.context.mozBackingStorePixelRatio ||\n",
|
||
|
|
" this.context.msBackingStorePixelRatio ||\n",
|
||
|
|
" this.context.oBackingStorePixelRatio ||\n",
|
||
|
|
" this.context.backingStorePixelRatio ||\n",
|
||
|
|
" 1;\n",
|
||
|
|
"\n",
|
||
|
|
" this.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
|
||
|
|
" if (this.ratio !== 1) {\n",
|
||
|
|
" fig.send_message('set_dpi_ratio', { dpi_ratio: this.ratio });\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n",
|
||
|
|
" 'canvas'\n",
|
||
|
|
" ));\n",
|
||
|
|
" rubberband_canvas.setAttribute(\n",
|
||
|
|
" 'style',\n",
|
||
|
|
" 'box-sizing: content-box; position: absolute; left: 0; top: 0; z-index: 1;'\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" var resizeObserver = new ResizeObserver(function (entries) {\n",
|
||
|
|
" var nentries = entries.length;\n",
|
||
|
|
" for (var i = 0; i < nentries; i++) {\n",
|
||
|
|
" var entry = entries[i];\n",
|
||
|
|
" var width, height;\n",
|
||
|
|
" if (entry.contentBoxSize) {\n",
|
||
|
|
" if (entry.contentBoxSize instanceof Array) {\n",
|
||
|
|
" // Chrome 84 implements new version of spec.\n",
|
||
|
|
" width = entry.contentBoxSize[0].inlineSize;\n",
|
||
|
|
" height = entry.contentBoxSize[0].blockSize;\n",
|
||
|
|
" } else {\n",
|
||
|
|
" // Firefox implements old version of spec.\n",
|
||
|
|
" width = entry.contentBoxSize.inlineSize;\n",
|
||
|
|
" height = entry.contentBoxSize.blockSize;\n",
|
||
|
|
" }\n",
|
||
|
|
" } else {\n",
|
||
|
|
" // Chrome <84 implements even older version of spec.\n",
|
||
|
|
" width = entry.contentRect.width;\n",
|
||
|
|
" height = entry.contentRect.height;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" // Keep the size of the canvas and rubber band canvas in sync with\n",
|
||
|
|
" // the canvas container.\n",
|
||
|
|
" if (entry.devicePixelContentBoxSize) {\n",
|
||
|
|
" // Chrome 84 implements new version of spec.\n",
|
||
|
|
" canvas.setAttribute(\n",
|
||
|
|
" 'width',\n",
|
||
|
|
" entry.devicePixelContentBoxSize[0].inlineSize\n",
|
||
|
|
" );\n",
|
||
|
|
" canvas.setAttribute(\n",
|
||
|
|
" 'height',\n",
|
||
|
|
" entry.devicePixelContentBoxSize[0].blockSize\n",
|
||
|
|
" );\n",
|
||
|
|
" } else {\n",
|
||
|
|
" canvas.setAttribute('width', width * fig.ratio);\n",
|
||
|
|
" canvas.setAttribute('height', height * fig.ratio);\n",
|
||
|
|
" }\n",
|
||
|
|
" canvas.setAttribute(\n",
|
||
|
|
" 'style',\n",
|
||
|
|
" 'width: ' + width + 'px; height: ' + height + 'px;'\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" rubberband_canvas.setAttribute('width', width);\n",
|
||
|
|
" rubberband_canvas.setAttribute('height', height);\n",
|
||
|
|
"\n",
|
||
|
|
" // And update the size in Python. We ignore the initial 0/0 size\n",
|
||
|
|
" // that occurs as the element is placed into the DOM, which should\n",
|
||
|
|
" // otherwise not happen due to the minimum size styling.\n",
|
||
|
|
" if (width != 0 && height != 0) {\n",
|
||
|
|
" fig.request_resize(width, height);\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
" });\n",
|
||
|
|
" resizeObserver.observe(canvas_div);\n",
|
||
|
|
"\n",
|
||
|
|
" function on_mouse_event_closure(name) {\n",
|
||
|
|
" return function (event) {\n",
|
||
|
|
" return fig.mouse_event(event, name);\n",
|
||
|
|
" };\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" rubberband_canvas.addEventListener(\n",
|
||
|
|
" 'mousedown',\n",
|
||
|
|
" on_mouse_event_closure('button_press')\n",
|
||
|
|
" );\n",
|
||
|
|
" rubberband_canvas.addEventListener(\n",
|
||
|
|
" 'mouseup',\n",
|
||
|
|
" on_mouse_event_closure('button_release')\n",
|
||
|
|
" );\n",
|
||
|
|
" // Throttle sequential mouse events to 1 every 20ms.\n",
|
||
|
|
" rubberband_canvas.addEventListener(\n",
|
||
|
|
" 'mousemove',\n",
|
||
|
|
" on_mouse_event_closure('motion_notify')\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" rubberband_canvas.addEventListener(\n",
|
||
|
|
" 'mouseenter',\n",
|
||
|
|
" on_mouse_event_closure('figure_enter')\n",
|
||
|
|
" );\n",
|
||
|
|
" rubberband_canvas.addEventListener(\n",
|
||
|
|
" 'mouseleave',\n",
|
||
|
|
" on_mouse_event_closure('figure_leave')\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" canvas_div.addEventListener('wheel', function (event) {\n",
|
||
|
|
" if (event.deltaY < 0) {\n",
|
||
|
|
" event.step = 1;\n",
|
||
|
|
" } else {\n",
|
||
|
|
" event.step = -1;\n",
|
||
|
|
" }\n",
|
||
|
|
" on_mouse_event_closure('scroll')(event);\n",
|
||
|
|
" });\n",
|
||
|
|
"\n",
|
||
|
|
" canvas_div.appendChild(canvas);\n",
|
||
|
|
" canvas_div.appendChild(rubberband_canvas);\n",
|
||
|
|
"\n",
|
||
|
|
" this.rubberband_context = rubberband_canvas.getContext('2d');\n",
|
||
|
|
" this.rubberband_context.strokeStyle = '#000000';\n",
|
||
|
|
"\n",
|
||
|
|
" this._resize_canvas = function (width, height, forward) {\n",
|
||
|
|
" if (forward) {\n",
|
||
|
|
" canvas_div.style.width = width + 'px';\n",
|
||
|
|
" canvas_div.style.height = height + 'px';\n",
|
||
|
|
" }\n",
|
||
|
|
" };\n",
|
||
|
|
"\n",
|
||
|
|
" // Disable right mouse context menu.\n",
|
||
|
|
" this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n",
|
||
|
|
" event.preventDefault();\n",
|
||
|
|
" return false;\n",
|
||
|
|
" });\n",
|
||
|
|
"\n",
|
||
|
|
" function set_focus() {\n",
|
||
|
|
" canvas.focus();\n",
|
||
|
|
" canvas_div.focus();\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" window.setTimeout(set_focus, 100);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._init_toolbar = function () {\n",
|
||
|
|
" var fig = this;\n",
|
||
|
|
"\n",
|
||
|
|
" var toolbar = document.createElement('div');\n",
|
||
|
|
" toolbar.classList = 'mpl-toolbar';\n",
|
||
|
|
" this.root.appendChild(toolbar);\n",
|
||
|
|
"\n",
|
||
|
|
" function on_click_closure(name) {\n",
|
||
|
|
" return function (_event) {\n",
|
||
|
|
" return fig.toolbar_button_onclick(name);\n",
|
||
|
|
" };\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" function on_mouseover_closure(tooltip) {\n",
|
||
|
|
" return function (event) {\n",
|
||
|
|
" if (!event.currentTarget.disabled) {\n",
|
||
|
|
" return fig.toolbar_button_onmouseover(tooltip);\n",
|
||
|
|
" }\n",
|
||
|
|
" };\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" fig.buttons = {};\n",
|
||
|
|
" var buttonGroup = document.createElement('div');\n",
|
||
|
|
" buttonGroup.classList = 'mpl-button-group';\n",
|
||
|
|
" for (var toolbar_ind in mpl.toolbar_items) {\n",
|
||
|
|
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
|
||
|
|
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
|
||
|
|
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
|
||
|
|
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
|
||
|
|
"\n",
|
||
|
|
" if (!name) {\n",
|
||
|
|
" /* Instead of a spacer, we start a new button group. */\n",
|
||
|
|
" if (buttonGroup.hasChildNodes()) {\n",
|
||
|
|
" toolbar.appendChild(buttonGroup);\n",
|
||
|
|
" }\n",
|
||
|
|
" buttonGroup = document.createElement('div');\n",
|
||
|
|
" buttonGroup.classList = 'mpl-button-group';\n",
|
||
|
|
" continue;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var button = (fig.buttons[name] = document.createElement('button'));\n",
|
||
|
|
" button.classList = 'mpl-widget';\n",
|
||
|
|
" button.setAttribute('role', 'button');\n",
|
||
|
|
" button.setAttribute('aria-disabled', 'false');\n",
|
||
|
|
" button.addEventListener('click', on_click_closure(method_name));\n",
|
||
|
|
" button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
|
||
|
|
"\n",
|
||
|
|
" var icon_img = document.createElement('img');\n",
|
||
|
|
" icon_img.src = '_images/' + image + '.png';\n",
|
||
|
|
" icon_img.srcset = '_images/' + image + '_large.png 2x';\n",
|
||
|
|
" icon_img.alt = tooltip;\n",
|
||
|
|
" button.appendChild(icon_img);\n",
|
||
|
|
"\n",
|
||
|
|
" buttonGroup.appendChild(button);\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" if (buttonGroup.hasChildNodes()) {\n",
|
||
|
|
" toolbar.appendChild(buttonGroup);\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var fmt_picker = document.createElement('select');\n",
|
||
|
|
" fmt_picker.classList = 'mpl-widget';\n",
|
||
|
|
" toolbar.appendChild(fmt_picker);\n",
|
||
|
|
" this.format_dropdown = fmt_picker;\n",
|
||
|
|
"\n",
|
||
|
|
" for (var ind in mpl.extensions) {\n",
|
||
|
|
" var fmt = mpl.extensions[ind];\n",
|
||
|
|
" var option = document.createElement('option');\n",
|
||
|
|
" option.selected = fmt === mpl.default_extension;\n",
|
||
|
|
" option.innerHTML = fmt;\n",
|
||
|
|
" fmt_picker.appendChild(option);\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var status_bar = document.createElement('span');\n",
|
||
|
|
" status_bar.classList = 'mpl-message';\n",
|
||
|
|
" toolbar.appendChild(status_bar);\n",
|
||
|
|
" this.message = status_bar;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n",
|
||
|
|
" // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
|
||
|
|
" // which will in turn request a refresh of the image.\n",
|
||
|
|
" this.send_message('resize', { width: x_pixels, height: y_pixels });\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.send_message = function (type, properties) {\n",
|
||
|
|
" properties['type'] = type;\n",
|
||
|
|
" properties['figure_id'] = this.id;\n",
|
||
|
|
" this.ws.send(JSON.stringify(properties));\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.send_draw_message = function () {\n",
|
||
|
|
" if (!this.waiting) {\n",
|
||
|
|
" this.waiting = true;\n",
|
||
|
|
" this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
|
||
|
|
" var format_dropdown = fig.format_dropdown;\n",
|
||
|
|
" var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
|
||
|
|
" fig.ondownload(fig, format);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_resize = function (fig, msg) {\n",
|
||
|
|
" var size = msg['size'];\n",
|
||
|
|
" if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n",
|
||
|
|
" fig._resize_canvas(size[0], size[1], msg['forward']);\n",
|
||
|
|
" fig.send_message('refresh', {});\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_rubberband = function (fig, msg) {\n",
|
||
|
|
" var x0 = msg['x0'] / fig.ratio;\n",
|
||
|
|
" var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n",
|
||
|
|
" var x1 = msg['x1'] / fig.ratio;\n",
|
||
|
|
" var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n",
|
||
|
|
" x0 = Math.floor(x0) + 0.5;\n",
|
||
|
|
" y0 = Math.floor(y0) + 0.5;\n",
|
||
|
|
" x1 = Math.floor(x1) + 0.5;\n",
|
||
|
|
" y1 = Math.floor(y1) + 0.5;\n",
|
||
|
|
" var min_x = Math.min(x0, x1);\n",
|
||
|
|
" var min_y = Math.min(y0, y1);\n",
|
||
|
|
" var width = Math.abs(x1 - x0);\n",
|
||
|
|
" var height = Math.abs(y1 - y0);\n",
|
||
|
|
"\n",
|
||
|
|
" fig.rubberband_context.clearRect(\n",
|
||
|
|
" 0,\n",
|
||
|
|
" 0,\n",
|
||
|
|
" fig.canvas.width / fig.ratio,\n",
|
||
|
|
" fig.canvas.height / fig.ratio\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_figure_label = function (fig, msg) {\n",
|
||
|
|
" // Updates the figure title.\n",
|
||
|
|
" fig.header.textContent = msg['label'];\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_cursor = function (fig, msg) {\n",
|
||
|
|
" var cursor = msg['cursor'];\n",
|
||
|
|
" switch (cursor) {\n",
|
||
|
|
" case 0:\n",
|
||
|
|
" cursor = 'pointer';\n",
|
||
|
|
" break;\n",
|
||
|
|
" case 1:\n",
|
||
|
|
" cursor = 'default';\n",
|
||
|
|
" break;\n",
|
||
|
|
" case 2:\n",
|
||
|
|
" cursor = 'crosshair';\n",
|
||
|
|
" break;\n",
|
||
|
|
" case 3:\n",
|
||
|
|
" cursor = 'move';\n",
|
||
|
|
" break;\n",
|
||
|
|
" }\n",
|
||
|
|
" fig.rubberband_canvas.style.cursor = cursor;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_message = function (fig, msg) {\n",
|
||
|
|
" fig.message.textContent = msg['message'];\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_draw = function (fig, _msg) {\n",
|
||
|
|
" // Request the server to send over a new figure.\n",
|
||
|
|
" fig.send_draw_message();\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_image_mode = function (fig, msg) {\n",
|
||
|
|
" fig.image_mode = msg['mode'];\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n",
|
||
|
|
" for (var key in msg) {\n",
|
||
|
|
" if (!(key in fig.buttons)) {\n",
|
||
|
|
" continue;\n",
|
||
|
|
" }\n",
|
||
|
|
" fig.buttons[key].disabled = !msg[key];\n",
|
||
|
|
" fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n",
|
||
|
|
" if (msg['mode'] === 'PAN') {\n",
|
||
|
|
" fig.buttons['Pan'].classList.add('active');\n",
|
||
|
|
" fig.buttons['Zoom'].classList.remove('active');\n",
|
||
|
|
" } else if (msg['mode'] === 'ZOOM') {\n",
|
||
|
|
" fig.buttons['Pan'].classList.remove('active');\n",
|
||
|
|
" fig.buttons['Zoom'].classList.add('active');\n",
|
||
|
|
" } else {\n",
|
||
|
|
" fig.buttons['Pan'].classList.remove('active');\n",
|
||
|
|
" fig.buttons['Zoom'].classList.remove('active');\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.updated_canvas_event = function () {\n",
|
||
|
|
" // Called whenever the canvas gets updated.\n",
|
||
|
|
" this.send_message('ack', {});\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"// A function to construct a web socket function for onmessage handling.\n",
|
||
|
|
"// Called in the figure constructor.\n",
|
||
|
|
"mpl.figure.prototype._make_on_message_function = function (fig) {\n",
|
||
|
|
" return function socket_on_message(evt) {\n",
|
||
|
|
" if (evt.data instanceof Blob) {\n",
|
||
|
|
" /* FIXME: We get \"Resource interpreted as Image but\n",
|
||
|
|
" * transferred with MIME type text/plain:\" errors on\n",
|
||
|
|
" * Chrome. But how to set the MIME type? It doesn't seem\n",
|
||
|
|
" * to be part of the websocket stream */\n",
|
||
|
|
" evt.data.type = 'image/png';\n",
|
||
|
|
"\n",
|
||
|
|
" /* Free the memory for the previous frames */\n",
|
||
|
|
" if (fig.imageObj.src) {\n",
|
||
|
|
" (window.URL || window.webkitURL).revokeObjectURL(\n",
|
||
|
|
" fig.imageObj.src\n",
|
||
|
|
" );\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
|
||
|
|
" evt.data\n",
|
||
|
|
" );\n",
|
||
|
|
" fig.updated_canvas_event();\n",
|
||
|
|
" fig.waiting = false;\n",
|
||
|
|
" return;\n",
|
||
|
|
" } else if (\n",
|
||
|
|
" typeof evt.data === 'string' &&\n",
|
||
|
|
" evt.data.slice(0, 21) === 'data:image/png;base64'\n",
|
||
|
|
" ) {\n",
|
||
|
|
" fig.imageObj.src = evt.data;\n",
|
||
|
|
" fig.updated_canvas_event();\n",
|
||
|
|
" fig.waiting = false;\n",
|
||
|
|
" return;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var msg = JSON.parse(evt.data);\n",
|
||
|
|
" var msg_type = msg['type'];\n",
|
||
|
|
"\n",
|
||
|
|
" // Call the \"handle_{type}\" callback, which takes\n",
|
||
|
|
" // the figure and JSON message as its only arguments.\n",
|
||
|
|
" try {\n",
|
||
|
|
" var callback = fig['handle_' + msg_type];\n",
|
||
|
|
" } catch (e) {\n",
|
||
|
|
" console.log(\n",
|
||
|
|
" \"No handler for the '\" + msg_type + \"' message type: \",\n",
|
||
|
|
" msg\n",
|
||
|
|
" );\n",
|
||
|
|
" return;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" if (callback) {\n",
|
||
|
|
" try {\n",
|
||
|
|
" // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
|
||
|
|
" callback(fig, msg);\n",
|
||
|
|
" } catch (e) {\n",
|
||
|
|
" console.log(\n",
|
||
|
|
" \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n",
|
||
|
|
" e,\n",
|
||
|
|
" e.stack,\n",
|
||
|
|
" msg\n",
|
||
|
|
" );\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
" };\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
|
||
|
|
"mpl.findpos = function (e) {\n",
|
||
|
|
" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
|
||
|
|
" var targ;\n",
|
||
|
|
" if (!e) {\n",
|
||
|
|
" e = window.event;\n",
|
||
|
|
" }\n",
|
||
|
|
" if (e.target) {\n",
|
||
|
|
" targ = e.target;\n",
|
||
|
|
" } else if (e.srcElement) {\n",
|
||
|
|
" targ = e.srcElement;\n",
|
||
|
|
" }\n",
|
||
|
|
" if (targ.nodeType === 3) {\n",
|
||
|
|
" // defeat Safari bug\n",
|
||
|
|
" targ = targ.parentNode;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" // pageX,Y are the mouse positions relative to the document\n",
|
||
|
|
" var boundingRect = targ.getBoundingClientRect();\n",
|
||
|
|
" var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n",
|
||
|
|
" var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n",
|
||
|
|
"\n",
|
||
|
|
" return { x: x, y: y };\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"/*\n",
|
||
|
|
" * return a copy of an object with only non-object keys\n",
|
||
|
|
" * we need this to avoid circular references\n",
|
||
|
|
" * http://stackoverflow.com/a/24161582/3208463\n",
|
||
|
|
" */\n",
|
||
|
|
"function simpleKeys(original) {\n",
|
||
|
|
" return Object.keys(original).reduce(function (obj, key) {\n",
|
||
|
|
" if (typeof original[key] !== 'object') {\n",
|
||
|
|
" obj[key] = original[key];\n",
|
||
|
|
" }\n",
|
||
|
|
" return obj;\n",
|
||
|
|
" }, {});\n",
|
||
|
|
"}\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.mouse_event = function (event, name) {\n",
|
||
|
|
" var canvas_pos = mpl.findpos(event);\n",
|
||
|
|
"\n",
|
||
|
|
" if (name === 'button_press') {\n",
|
||
|
|
" this.canvas.focus();\n",
|
||
|
|
" this.canvas_div.focus();\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var x = canvas_pos.x * this.ratio;\n",
|
||
|
|
" var y = canvas_pos.y * this.ratio;\n",
|
||
|
|
"\n",
|
||
|
|
" this.send_message(name, {\n",
|
||
|
|
" x: x,\n",
|
||
|
|
" y: y,\n",
|
||
|
|
" button: event.button,\n",
|
||
|
|
" step: event.step,\n",
|
||
|
|
" guiEvent: simpleKeys(event),\n",
|
||
|
|
" });\n",
|
||
|
|
"\n",
|
||
|
|
" /* This prevents the web browser from automatically changing to\n",
|
||
|
|
" * the text insertion cursor when the button is pressed. We want\n",
|
||
|
|
" * to control all of the cursor setting manually through the\n",
|
||
|
|
" * 'cursor' event from matplotlib */\n",
|
||
|
|
" event.preventDefault();\n",
|
||
|
|
" return false;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._key_event_extra = function (_event, _name) {\n",
|
||
|
|
" // Handle any extra behaviour associated with a key event\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.key_event = function (event, name) {\n",
|
||
|
|
" // Prevent repeat events\n",
|
||
|
|
" if (name === 'key_press') {\n",
|
||
|
|
" if (event.which === this._key) {\n",
|
||
|
|
" return;\n",
|
||
|
|
" } else {\n",
|
||
|
|
" this._key = event.which;\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
" if (name === 'key_release') {\n",
|
||
|
|
" this._key = null;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var value = '';\n",
|
||
|
|
" if (event.ctrlKey && event.which !== 17) {\n",
|
||
|
|
" value += 'ctrl+';\n",
|
||
|
|
" }\n",
|
||
|
|
" if (event.altKey && event.which !== 18) {\n",
|
||
|
|
" value += 'alt+';\n",
|
||
|
|
" }\n",
|
||
|
|
" if (event.shiftKey && event.which !== 16) {\n",
|
||
|
|
" value += 'shift+';\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" value += 'k';\n",
|
||
|
|
" value += event.which.toString();\n",
|
||
|
|
"\n",
|
||
|
|
" this._key_event_extra(event, name);\n",
|
||
|
|
"\n",
|
||
|
|
" this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n",
|
||
|
|
" return false;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.toolbar_button_onclick = function (name) {\n",
|
||
|
|
" if (name === 'download') {\n",
|
||
|
|
" this.handle_save(this, null);\n",
|
||
|
|
" } else {\n",
|
||
|
|
" this.send_message('toolbar_button', { name: name });\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n",
|
||
|
|
" this.message.textContent = tooltip;\n",
|
||
|
|
"};\n",
|
||
|
|
"mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.default_extension = \"png\";/* global mpl */\n",
|
||
|
|
"\n",
|
||
|
|
"var comm_websocket_adapter = function (comm) {\n",
|
||
|
|
" // Create a \"websocket\"-like object which calls the given IPython comm\n",
|
||
|
|
" // object with the appropriate methods. Currently this is a non binary\n",
|
||
|
|
" // socket, so there is still some room for performance tuning.\n",
|
||
|
|
" var ws = {};\n",
|
||
|
|
"\n",
|
||
|
|
" ws.close = function () {\n",
|
||
|
|
" comm.close();\n",
|
||
|
|
" };\n",
|
||
|
|
" ws.send = function (m) {\n",
|
||
|
|
" //console.log('sending', m);\n",
|
||
|
|
" comm.send(m);\n",
|
||
|
|
" };\n",
|
||
|
|
" // Register the callback with on_msg.\n",
|
||
|
|
" comm.on_msg(function (msg) {\n",
|
||
|
|
" //console.log('receiving', msg['content']['data'], msg);\n",
|
||
|
|
" // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
|
||
|
|
" ws.onmessage(msg['content']['data']);\n",
|
||
|
|
" });\n",
|
||
|
|
" return ws;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.mpl_figure_comm = function (comm, msg) {\n",
|
||
|
|
" // This is the function which gets called when the mpl process\n",
|
||
|
|
" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
|
||
|
|
"\n",
|
||
|
|
" var id = msg.content.data.id;\n",
|
||
|
|
" // Get hold of the div created by the display call when the Comm\n",
|
||
|
|
" // socket was opened in Python.\n",
|
||
|
|
" var element = document.getElementById(id);\n",
|
||
|
|
" var ws_proxy = comm_websocket_adapter(comm);\n",
|
||
|
|
"\n",
|
||
|
|
" function ondownload(figure, _format) {\n",
|
||
|
|
" window.open(figure.canvas.toDataURL());\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n",
|
||
|
|
"\n",
|
||
|
|
" // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
|
||
|
|
" // web socket which is closed, not our websocket->open comm proxy.\n",
|
||
|
|
" ws_proxy.onopen();\n",
|
||
|
|
"\n",
|
||
|
|
" fig.parent_element = element;\n",
|
||
|
|
" fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
|
||
|
|
" if (!fig.cell_info) {\n",
|
||
|
|
" console.error('Failed to find cell for figure', id, fig);\n",
|
||
|
|
" return;\n",
|
||
|
|
" }\n",
|
||
|
|
" fig.cell_info[0].output_area.element.one(\n",
|
||
|
|
" 'cleared',\n",
|
||
|
|
" { fig: fig },\n",
|
||
|
|
" fig._remove_fig_handler\n",
|
||
|
|
" );\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_close = function (fig, msg) {\n",
|
||
|
|
" var width = fig.canvas.width / fig.ratio;\n",
|
||
|
|
" fig.cell_info[0].output_area.element.off(\n",
|
||
|
|
" 'cleared',\n",
|
||
|
|
" fig._remove_fig_handler\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" // Update the output cell to use the data from the current canvas.\n",
|
||
|
|
" fig.push_to_output();\n",
|
||
|
|
" var dataURL = fig.canvas.toDataURL();\n",
|
||
|
|
" // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
|
||
|
|
" // the notebook keyboard shortcuts fail.\n",
|
||
|
|
" IPython.keyboard_manager.enable();\n",
|
||
|
|
" fig.parent_element.innerHTML =\n",
|
||
|
|
" '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
|
||
|
|
" fig.close_ws(fig, msg);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.close_ws = function (fig, msg) {\n",
|
||
|
|
" fig.send_message('closing', msg);\n",
|
||
|
|
" // fig.ws.close()\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.push_to_output = function (_remove_interactive) {\n",
|
||
|
|
" // Turn the data on the canvas into data in the output cell.\n",
|
||
|
|
" var width = this.canvas.width / this.ratio;\n",
|
||
|
|
" var dataURL = this.canvas.toDataURL();\n",
|
||
|
|
" this.cell_info[1]['text/html'] =\n",
|
||
|
|
" '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.updated_canvas_event = function () {\n",
|
||
|
|
" // Tell IPython that the notebook contents must change.\n",
|
||
|
|
" IPython.notebook.set_dirty(true);\n",
|
||
|
|
" this.send_message('ack', {});\n",
|
||
|
|
" var fig = this;\n",
|
||
|
|
" // Wait a second, then push the new image to the DOM so\n",
|
||
|
|
" // that it is saved nicely (might be nice to debounce this).\n",
|
||
|
|
" setTimeout(function () {\n",
|
||
|
|
" fig.push_to_output();\n",
|
||
|
|
" }, 1000);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._init_toolbar = function () {\n",
|
||
|
|
" var fig = this;\n",
|
||
|
|
"\n",
|
||
|
|
" var toolbar = document.createElement('div');\n",
|
||
|
|
" toolbar.classList = 'btn-toolbar';\n",
|
||
|
|
" this.root.appendChild(toolbar);\n",
|
||
|
|
"\n",
|
||
|
|
" function on_click_closure(name) {\n",
|
||
|
|
" return function (_event) {\n",
|
||
|
|
" return fig.toolbar_button_onclick(name);\n",
|
||
|
|
" };\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" function on_mouseover_closure(tooltip) {\n",
|
||
|
|
" return function (event) {\n",
|
||
|
|
" if (!event.currentTarget.disabled) {\n",
|
||
|
|
" return fig.toolbar_button_onmouseover(tooltip);\n",
|
||
|
|
" }\n",
|
||
|
|
" };\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" fig.buttons = {};\n",
|
||
|
|
" var buttonGroup = document.createElement('div');\n",
|
||
|
|
" buttonGroup.classList = 'btn-group';\n",
|
||
|
|
" var button;\n",
|
||
|
|
" for (var toolbar_ind in mpl.toolbar_items) {\n",
|
||
|
|
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
|
||
|
|
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
|
||
|
|
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
|
||
|
|
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
|
||
|
|
"\n",
|
||
|
|
" if (!name) {\n",
|
||
|
|
" /* Instead of a spacer, we start a new button group. */\n",
|
||
|
|
" if (buttonGroup.hasChildNodes()) {\n",
|
||
|
|
" toolbar.appendChild(buttonGroup);\n",
|
||
|
|
" }\n",
|
||
|
|
" buttonGroup = document.createElement('div');\n",
|
||
|
|
" buttonGroup.classList = 'btn-group';\n",
|
||
|
|
" continue;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" button = fig.buttons[name] = document.createElement('button');\n",
|
||
|
|
" button.classList = 'btn btn-default';\n",
|
||
|
|
" button.href = '#';\n",
|
||
|
|
" button.title = name;\n",
|
||
|
|
" button.innerHTML = '<i class=\"fa ' + image + ' fa-lg\"></i>';\n",
|
||
|
|
" button.addEventListener('click', on_click_closure(method_name));\n",
|
||
|
|
" button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
|
||
|
|
" buttonGroup.appendChild(button);\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" if (buttonGroup.hasChildNodes()) {\n",
|
||
|
|
" toolbar.appendChild(buttonGroup);\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" // Add the status bar.\n",
|
||
|
|
" var status_bar = document.createElement('span');\n",
|
||
|
|
" status_bar.classList = 'mpl-message pull-right';\n",
|
||
|
|
" toolbar.appendChild(status_bar);\n",
|
||
|
|
" this.message = status_bar;\n",
|
||
|
|
"\n",
|
||
|
|
" // Add the close button to the window.\n",
|
||
|
|
" var buttongrp = document.createElement('div');\n",
|
||
|
|
" buttongrp.classList = 'btn-group inline pull-right';\n",
|
||
|
|
" button = document.createElement('button');\n",
|
||
|
|
" button.classList = 'btn btn-mini btn-primary';\n",
|
||
|
|
" button.href = '#';\n",
|
||
|
|
" button.title = 'Stop Interaction';\n",
|
||
|
|
" button.innerHTML = '<i class=\"fa fa-power-off icon-remove icon-large\"></i>';\n",
|
||
|
|
" button.addEventListener('click', function (_evt) {\n",
|
||
|
|
" fig.handle_close(fig, {});\n",
|
||
|
|
" });\n",
|
||
|
|
" button.addEventListener(\n",
|
||
|
|
" 'mouseover',\n",
|
||
|
|
" on_mouseover_closure('Stop Interaction')\n",
|
||
|
|
" );\n",
|
||
|
|
" buttongrp.appendChild(button);\n",
|
||
|
|
" var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n",
|
||
|
|
" titlebar.insertBefore(buttongrp, titlebar.firstChild);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._remove_fig_handler = function (event) {\n",
|
||
|
|
" var fig = event.data.fig;\n",
|
||
|
|
" fig.close_ws(fig, {});\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._root_extra_style = function (el) {\n",
|
||
|
|
" el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._canvas_extra_style = function (el) {\n",
|
||
|
|
" // this is important to make the div 'focusable\n",
|
||
|
|
" el.setAttribute('tabindex', 0);\n",
|
||
|
|
" // reach out to IPython and tell the keyboard manager to turn it's self\n",
|
||
|
|
" // off when our div gets focus\n",
|
||
|
|
"\n",
|
||
|
|
" // location in version 3\n",
|
||
|
|
" if (IPython.notebook.keyboard_manager) {\n",
|
||
|
|
" IPython.notebook.keyboard_manager.register_events(el);\n",
|
||
|
|
" } else {\n",
|
||
|
|
" // location in version 2\n",
|
||
|
|
" IPython.keyboard_manager.register_events(el);\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._key_event_extra = function (event, _name) {\n",
|
||
|
|
" var manager = IPython.notebook.keyboard_manager;\n",
|
||
|
|
" if (!manager) {\n",
|
||
|
|
" manager = IPython.keyboard_manager;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" // Check for shift+enter\n",
|
||
|
|
" if (event.shiftKey && event.which === 13) {\n",
|
||
|
|
" this.canvas_div.blur();\n",
|
||
|
|
" // select the cell after this one\n",
|
||
|
|
" var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n",
|
||
|
|
" IPython.notebook.select(index + 1);\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
|
||
|
|
" fig.ondownload(fig, null);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.find_output_cell = function (html_output) {\n",
|
||
|
|
" // Return the cell and output element which can be found *uniquely* in the notebook.\n",
|
||
|
|
" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
|
||
|
|
" // IPython event is triggered only after the cells have been serialised, which for\n",
|
||
|
|
" // our purposes (turning an active figure into a static one), is too late.\n",
|
||
|
|
" var cells = IPython.notebook.get_cells();\n",
|
||
|
|
" var ncells = cells.length;\n",
|
||
|
|
" for (var i = 0; i < ncells; i++) {\n",
|
||
|
|
" var cell = cells[i];\n",
|
||
|
|
" if (cell.cell_type === 'code') {\n",
|
||
|
|
" for (var j = 0; j < cell.output_area.outputs.length; j++) {\n",
|
||
|
|
" var data = cell.output_area.outputs[j];\n",
|
||
|
|
" if (data.data) {\n",
|
||
|
|
" // IPython >= 3 moved mimebundle to data attribute of output\n",
|
||
|
|
" data = data.data;\n",
|
||
|
|
" }\n",
|
||
|
|
" if (data['text/html'] === html_output) {\n",
|
||
|
|
" return [cell, data, j];\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"// Register the function which deals with the matplotlib target/channel.\n",
|
||
|
|
"// The kernel may be null if the page has been refreshed.\n",
|
||
|
|
"if (IPython.notebook.kernel !== null) {\n",
|
||
|
|
" IPython.notebook.kernel.comm_manager.register_target(\n",
|
||
|
|
" 'matplotlib',\n",
|
||
|
|
" mpl.mpl_figure_comm\n",
|
||
|
|
" );\n",
|
||
|
|
"}\n"
|
||
|
|
],
|
||
|
|
"text/plain": [
|
||
|
|
"<IPython.core.display.Javascript object>"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"metadata": {},
|
||
|
|
"output_type": "display_data"
|
||
|
|
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|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"text/html": [
|
||
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|
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||
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|
],
|
||
|
|
"text/plain": [
|
||
|
|
"<IPython.core.display.HTML object>"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"metadata": {},
|
||
|
|
"output_type": "display_data"
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"name": "stdout",
|
||
|
|
"output_type": "stream",
|
||
|
|
"text": [
|
||
|
|
"\n",
|
||
|
|
"\n",
|
||
|
|
"Temps d'execution de fibor avec n=39 : 25.778192887666663\n"
|
||
|
|
]
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"source": [
|
||
|
|
"def fibor(n: int) -> int:\n",
|
||
|
|
" \"\"\" Calcule les termes de la suite de Fibonacci récursivement (n>=0) \"\"\"\n",
|
||
|
|
" assert isinstance(n, int) and n >= 0, \"n must be integer and positive\"\n",
|
||
|
|
" if n <= 0: return 0\n",
|
||
|
|
" elif n <= 1: return 1\n",
|
||
|
|
" else: return fibor(n-1) + fibor(n-2)\n",
|
||
|
|
"\n",
|
||
|
|
"# Mesure du temps et tracés\n",
|
||
|
|
"import time\n",
|
||
|
|
"%matplotlib notebook\n",
|
||
|
|
"import matplotlib.pyplot as plt\n",
|
||
|
|
"n = [i for i in range(5, 40, 2)]\n",
|
||
|
|
"liste_temps = []\n",
|
||
|
|
"\n",
|
||
|
|
"for i in n:\n",
|
||
|
|
" print(f\"Test avec n={i}\", end = \" - \")\n",
|
||
|
|
" temps = 0.0\n",
|
||
|
|
" nb_loops = 3\n",
|
||
|
|
" for test in range(nb_loops):\n",
|
||
|
|
" start = time.process_time()\n",
|
||
|
|
" fibor(i)\n",
|
||
|
|
" temps += time.process_time() - start\n",
|
||
|
|
" temps /= nb_loops\n",
|
||
|
|
" liste_temps.append(temps)\n",
|
||
|
|
"\n",
|
||
|
|
"plt.plot(n, liste_temps, label=\"fibor\")\n",
|
||
|
|
"plt.xlabel(\"n\")\n",
|
||
|
|
"plt.grid(True)\n",
|
||
|
|
"print(f\"\\n\\nTemps d'execution de fibor avec n={n[-1]} : {liste_temps[-1]}\")"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "markdown",
|
||
|
|
"metadata": {},
|
||
|
|
"source": [
|
||
|
|
"Comme prévu, le temps d'exécution est bien **exponentiel** en fonction du nombre n. Cet algorithme **récursif** est très **esthétique** dans son écriture mais c'est une **catastrophe en terme de performance** : 25 sec pour n = 39 seulement !\n",
|
||
|
|
"\n",
|
||
|
|
"- **Copier-coller** la définition de votre fonction `fibordyn` au début de la cellule suivante et exécutez la cellule pour analyser les performances."
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 8,
|
||
|
|
"metadata": {},
|
||
|
|
"outputs": [
|
||
|
|
{
|
||
|
|
"name": "stdout",
|
||
|
|
"output_type": "stream",
|
||
|
|
"text": [
|
||
|
|
"Test avec n=10 - Test avec n=35 - Test avec n=60 - Test avec n=85 - Test avec n=110 - Test avec n=135 - Test avec n=160 - Test avec n=185 - Test avec n=210 - Test avec n=235 - Test avec n=260 - Test avec n=285 - Test avec n=310 - Test avec n=335 - Test avec n=360 - Test avec n=385 - Test avec n=410 - Test avec n=435 - Test avec n=460 - Test avec n=485 - Test avec n=510 - Test avec n=535 - Test avec n=560 - Test avec n=585 - Test avec n=610 - Test avec n=635 - Test avec n=660 - Test avec n=685 - Test avec n=710 - Test avec n=735 - Test avec n=760 - Test avec n=785 - Test avec n=810 - Test avec n=835 - Test avec n=860 - Test avec n=885 - Test avec n=910 - Test avec n=935 - Test avec n=960 - Test avec n=985 - Test avec n=1010 - Test avec n=1035 - Test avec n=1060 - Test avec n=1085 - Test avec n=1110 - Test avec n=1135 - Test avec n=1160 - Test avec n=1185 - Test avec n=1210 - Test avec n=1235 - Test avec n=1260 - Test avec n=1285 - Test avec n=1310 - Test avec n=1335 - Test avec n=1360 - Test avec n=1385 - Test avec n=1410 - Test avec n=1435 - Test avec n=1460 - Test avec n=1485 - Test avec n=1510 - Test avec n=1535 - Test avec n=1560 - Test avec n=1585 - Test avec n=1610 - Test avec n=1635 - Test avec n=1660 - Test avec n=1685 - Test avec n=1710 - Test avec n=1735 - Test avec n=1760 - Test avec n=1785 - Test avec n=1810 - Test avec n=1835 - Test avec n=1860 - Test avec n=1885 - Test avec n=1910 - Test avec n=1935 - Test avec n=1960 - Test avec n=1985 - Test avec n=2010 - Test avec n=2035 - Test avec n=2060 - Test avec n=2085 - Test avec n=2110 - Test avec n=2135 - Test avec n=2160 - Test avec n=2185 - Test avec n=2210 - Test avec n=2235 - Test avec n=2260 - Test avec n=2285 - Test avec n=2310 - Test avec n=2335 - Test avec n=2360 - Test avec n=2385 - Test avec n=2410 - Test avec n=2435 - Test avec n=2460 - Test avec n=2485 - Test avec n=2510 - Test avec n=2535 - Test avec n=2560 - Test avec n=2585 - Test avec n=2610 - Test avec n=2635 - Test avec n=2660 - Test avec n=2685 - Test avec n=2710 - Test avec n=2735 - Test avec n=2760 - Test avec n=2785 - Test avec n=2810 - Test avec n=2835 - Test avec n=2860 - Test avec n=2885 - Test avec n=2910 - Test avec n=2935 - Test avec n=2960 - "
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"application/javascript": [
|
||
|
|
"/* Put everything inside the global mpl namespace */\n",
|
||
|
|
"/* global mpl */\n",
|
||
|
|
"window.mpl = {};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.get_websocket_type = function () {\n",
|
||
|
|
" if (typeof WebSocket !== 'undefined') {\n",
|
||
|
|
" return WebSocket;\n",
|
||
|
|
" } else if (typeof MozWebSocket !== 'undefined') {\n",
|
||
|
|
" return MozWebSocket;\n",
|
||
|
|
" } else {\n",
|
||
|
|
" alert(\n",
|
||
|
|
" 'Your browser does not have WebSocket support. ' +\n",
|
||
|
|
" 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
|
||
|
|
" 'Firefox 4 and 5 are also supported but you ' +\n",
|
||
|
|
" 'have to enable WebSockets in about:config.'\n",
|
||
|
|
" );\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n",
|
||
|
|
" this.id = figure_id;\n",
|
||
|
|
"\n",
|
||
|
|
" this.ws = websocket;\n",
|
||
|
|
"\n",
|
||
|
|
" this.supports_binary = this.ws.binaryType !== undefined;\n",
|
||
|
|
"\n",
|
||
|
|
" if (!this.supports_binary) {\n",
|
||
|
|
" var warnings = document.getElementById('mpl-warnings');\n",
|
||
|
|
" if (warnings) {\n",
|
||
|
|
" warnings.style.display = 'block';\n",
|
||
|
|
" warnings.textContent =\n",
|
||
|
|
" 'This browser does not support binary websocket messages. ' +\n",
|
||
|
|
" 'Performance may be slow.';\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" this.imageObj = new Image();\n",
|
||
|
|
"\n",
|
||
|
|
" this.context = undefined;\n",
|
||
|
|
" this.message = undefined;\n",
|
||
|
|
" this.canvas = undefined;\n",
|
||
|
|
" this.rubberband_canvas = undefined;\n",
|
||
|
|
" this.rubberband_context = undefined;\n",
|
||
|
|
" this.format_dropdown = undefined;\n",
|
||
|
|
"\n",
|
||
|
|
" this.image_mode = 'full';\n",
|
||
|
|
"\n",
|
||
|
|
" this.root = document.createElement('div');\n",
|
||
|
|
" this.root.setAttribute('style', 'display: inline-block');\n",
|
||
|
|
" this._root_extra_style(this.root);\n",
|
||
|
|
"\n",
|
||
|
|
" parent_element.appendChild(this.root);\n",
|
||
|
|
"\n",
|
||
|
|
" this._init_header(this);\n",
|
||
|
|
" this._init_canvas(this);\n",
|
||
|
|
" this._init_toolbar(this);\n",
|
||
|
|
"\n",
|
||
|
|
" var fig = this;\n",
|
||
|
|
"\n",
|
||
|
|
" this.waiting = false;\n",
|
||
|
|
"\n",
|
||
|
|
" this.ws.onopen = function () {\n",
|
||
|
|
" fig.send_message('supports_binary', { value: fig.supports_binary });\n",
|
||
|
|
" fig.send_message('send_image_mode', {});\n",
|
||
|
|
" if (fig.ratio !== 1) {\n",
|
||
|
|
" fig.send_message('set_dpi_ratio', { dpi_ratio: fig.ratio });\n",
|
||
|
|
" }\n",
|
||
|
|
" fig.send_message('refresh', {});\n",
|
||
|
|
" };\n",
|
||
|
|
"\n",
|
||
|
|
" this.imageObj.onload = function () {\n",
|
||
|
|
" if (fig.image_mode === 'full') {\n",
|
||
|
|
" // Full images could contain transparency (where diff images\n",
|
||
|
|
" // almost always do), so we need to clear the canvas so that\n",
|
||
|
|
" // there is no ghosting.\n",
|
||
|
|
" fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
|
||
|
|
" }\n",
|
||
|
|
" fig.context.drawImage(fig.imageObj, 0, 0);\n",
|
||
|
|
" };\n",
|
||
|
|
"\n",
|
||
|
|
" this.imageObj.onunload = function () {\n",
|
||
|
|
" fig.ws.close();\n",
|
||
|
|
" };\n",
|
||
|
|
"\n",
|
||
|
|
" this.ws.onmessage = this._make_on_message_function(this);\n",
|
||
|
|
"\n",
|
||
|
|
" this.ondownload = ondownload;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._init_header = function () {\n",
|
||
|
|
" var titlebar = document.createElement('div');\n",
|
||
|
|
" titlebar.classList =\n",
|
||
|
|
" 'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n",
|
||
|
|
" var titletext = document.createElement('div');\n",
|
||
|
|
" titletext.classList = 'ui-dialog-title';\n",
|
||
|
|
" titletext.setAttribute(\n",
|
||
|
|
" 'style',\n",
|
||
|
|
" 'width: 100%; text-align: center; padding: 3px;'\n",
|
||
|
|
" );\n",
|
||
|
|
" titlebar.appendChild(titletext);\n",
|
||
|
|
" this.root.appendChild(titlebar);\n",
|
||
|
|
" this.header = titletext;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._init_canvas = function () {\n",
|
||
|
|
" var fig = this;\n",
|
||
|
|
"\n",
|
||
|
|
" var canvas_div = (this.canvas_div = document.createElement('div'));\n",
|
||
|
|
" canvas_div.setAttribute(\n",
|
||
|
|
" 'style',\n",
|
||
|
|
" 'border: 1px solid #ddd;' +\n",
|
||
|
|
" 'box-sizing: content-box;' +\n",
|
||
|
|
" 'clear: both;' +\n",
|
||
|
|
" 'min-height: 1px;' +\n",
|
||
|
|
" 'min-width: 1px;' +\n",
|
||
|
|
" 'outline: 0;' +\n",
|
||
|
|
" 'overflow: hidden;' +\n",
|
||
|
|
" 'position: relative;' +\n",
|
||
|
|
" 'resize: both;'\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" function on_keyboard_event_closure(name) {\n",
|
||
|
|
" return function (event) {\n",
|
||
|
|
" return fig.key_event(event, name);\n",
|
||
|
|
" };\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" canvas_div.addEventListener(\n",
|
||
|
|
" 'keydown',\n",
|
||
|
|
" on_keyboard_event_closure('key_press')\n",
|
||
|
|
" );\n",
|
||
|
|
" canvas_div.addEventListener(\n",
|
||
|
|
" 'keyup',\n",
|
||
|
|
" on_keyboard_event_closure('key_release')\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" this._canvas_extra_style(canvas_div);\n",
|
||
|
|
" this.root.appendChild(canvas_div);\n",
|
||
|
|
"\n",
|
||
|
|
" var canvas = (this.canvas = document.createElement('canvas'));\n",
|
||
|
|
" canvas.classList.add('mpl-canvas');\n",
|
||
|
|
" canvas.setAttribute('style', 'box-sizing: content-box;');\n",
|
||
|
|
"\n",
|
||
|
|
" this.context = canvas.getContext('2d');\n",
|
||
|
|
"\n",
|
||
|
|
" var backingStore =\n",
|
||
|
|
" this.context.backingStorePixelRatio ||\n",
|
||
|
|
" this.context.webkitBackingStorePixelRatio ||\n",
|
||
|
|
" this.context.mozBackingStorePixelRatio ||\n",
|
||
|
|
" this.context.msBackingStorePixelRatio ||\n",
|
||
|
|
" this.context.oBackingStorePixelRatio ||\n",
|
||
|
|
" this.context.backingStorePixelRatio ||\n",
|
||
|
|
" 1;\n",
|
||
|
|
"\n",
|
||
|
|
" this.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
|
||
|
|
" if (this.ratio !== 1) {\n",
|
||
|
|
" fig.send_message('set_dpi_ratio', { dpi_ratio: this.ratio });\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n",
|
||
|
|
" 'canvas'\n",
|
||
|
|
" ));\n",
|
||
|
|
" rubberband_canvas.setAttribute(\n",
|
||
|
|
" 'style',\n",
|
||
|
|
" 'box-sizing: content-box; position: absolute; left: 0; top: 0; z-index: 1;'\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" var resizeObserver = new ResizeObserver(function (entries) {\n",
|
||
|
|
" var nentries = entries.length;\n",
|
||
|
|
" for (var i = 0; i < nentries; i++) {\n",
|
||
|
|
" var entry = entries[i];\n",
|
||
|
|
" var width, height;\n",
|
||
|
|
" if (entry.contentBoxSize) {\n",
|
||
|
|
" if (entry.contentBoxSize instanceof Array) {\n",
|
||
|
|
" // Chrome 84 implements new version of spec.\n",
|
||
|
|
" width = entry.contentBoxSize[0].inlineSize;\n",
|
||
|
|
" height = entry.contentBoxSize[0].blockSize;\n",
|
||
|
|
" } else {\n",
|
||
|
|
" // Firefox implements old version of spec.\n",
|
||
|
|
" width = entry.contentBoxSize.inlineSize;\n",
|
||
|
|
" height = entry.contentBoxSize.blockSize;\n",
|
||
|
|
" }\n",
|
||
|
|
" } else {\n",
|
||
|
|
" // Chrome <84 implements even older version of spec.\n",
|
||
|
|
" width = entry.contentRect.width;\n",
|
||
|
|
" height = entry.contentRect.height;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" // Keep the size of the canvas and rubber band canvas in sync with\n",
|
||
|
|
" // the canvas container.\n",
|
||
|
|
" if (entry.devicePixelContentBoxSize) {\n",
|
||
|
|
" // Chrome 84 implements new version of spec.\n",
|
||
|
|
" canvas.setAttribute(\n",
|
||
|
|
" 'width',\n",
|
||
|
|
" entry.devicePixelContentBoxSize[0].inlineSize\n",
|
||
|
|
" );\n",
|
||
|
|
" canvas.setAttribute(\n",
|
||
|
|
" 'height',\n",
|
||
|
|
" entry.devicePixelContentBoxSize[0].blockSize\n",
|
||
|
|
" );\n",
|
||
|
|
" } else {\n",
|
||
|
|
" canvas.setAttribute('width', width * fig.ratio);\n",
|
||
|
|
" canvas.setAttribute('height', height * fig.ratio);\n",
|
||
|
|
" }\n",
|
||
|
|
" canvas.setAttribute(\n",
|
||
|
|
" 'style',\n",
|
||
|
|
" 'width: ' + width + 'px; height: ' + height + 'px;'\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" rubberband_canvas.setAttribute('width', width);\n",
|
||
|
|
" rubberband_canvas.setAttribute('height', height);\n",
|
||
|
|
"\n",
|
||
|
|
" // And update the size in Python. We ignore the initial 0/0 size\n",
|
||
|
|
" // that occurs as the element is placed into the DOM, which should\n",
|
||
|
|
" // otherwise not happen due to the minimum size styling.\n",
|
||
|
|
" if (width != 0 && height != 0) {\n",
|
||
|
|
" fig.request_resize(width, height);\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
" });\n",
|
||
|
|
" resizeObserver.observe(canvas_div);\n",
|
||
|
|
"\n",
|
||
|
|
" function on_mouse_event_closure(name) {\n",
|
||
|
|
" return function (event) {\n",
|
||
|
|
" return fig.mouse_event(event, name);\n",
|
||
|
|
" };\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" rubberband_canvas.addEventListener(\n",
|
||
|
|
" 'mousedown',\n",
|
||
|
|
" on_mouse_event_closure('button_press')\n",
|
||
|
|
" );\n",
|
||
|
|
" rubberband_canvas.addEventListener(\n",
|
||
|
|
" 'mouseup',\n",
|
||
|
|
" on_mouse_event_closure('button_release')\n",
|
||
|
|
" );\n",
|
||
|
|
" // Throttle sequential mouse events to 1 every 20ms.\n",
|
||
|
|
" rubberband_canvas.addEventListener(\n",
|
||
|
|
" 'mousemove',\n",
|
||
|
|
" on_mouse_event_closure('motion_notify')\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" rubberband_canvas.addEventListener(\n",
|
||
|
|
" 'mouseenter',\n",
|
||
|
|
" on_mouse_event_closure('figure_enter')\n",
|
||
|
|
" );\n",
|
||
|
|
" rubberband_canvas.addEventListener(\n",
|
||
|
|
" 'mouseleave',\n",
|
||
|
|
" on_mouse_event_closure('figure_leave')\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" canvas_div.addEventListener('wheel', function (event) {\n",
|
||
|
|
" if (event.deltaY < 0) {\n",
|
||
|
|
" event.step = 1;\n",
|
||
|
|
" } else {\n",
|
||
|
|
" event.step = -1;\n",
|
||
|
|
" }\n",
|
||
|
|
" on_mouse_event_closure('scroll')(event);\n",
|
||
|
|
" });\n",
|
||
|
|
"\n",
|
||
|
|
" canvas_div.appendChild(canvas);\n",
|
||
|
|
" canvas_div.appendChild(rubberband_canvas);\n",
|
||
|
|
"\n",
|
||
|
|
" this.rubberband_context = rubberband_canvas.getContext('2d');\n",
|
||
|
|
" this.rubberband_context.strokeStyle = '#000000';\n",
|
||
|
|
"\n",
|
||
|
|
" this._resize_canvas = function (width, height, forward) {\n",
|
||
|
|
" if (forward) {\n",
|
||
|
|
" canvas_div.style.width = width + 'px';\n",
|
||
|
|
" canvas_div.style.height = height + 'px';\n",
|
||
|
|
" }\n",
|
||
|
|
" };\n",
|
||
|
|
"\n",
|
||
|
|
" // Disable right mouse context menu.\n",
|
||
|
|
" this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n",
|
||
|
|
" event.preventDefault();\n",
|
||
|
|
" return false;\n",
|
||
|
|
" });\n",
|
||
|
|
"\n",
|
||
|
|
" function set_focus() {\n",
|
||
|
|
" canvas.focus();\n",
|
||
|
|
" canvas_div.focus();\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" window.setTimeout(set_focus, 100);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._init_toolbar = function () {\n",
|
||
|
|
" var fig = this;\n",
|
||
|
|
"\n",
|
||
|
|
" var toolbar = document.createElement('div');\n",
|
||
|
|
" toolbar.classList = 'mpl-toolbar';\n",
|
||
|
|
" this.root.appendChild(toolbar);\n",
|
||
|
|
"\n",
|
||
|
|
" function on_click_closure(name) {\n",
|
||
|
|
" return function (_event) {\n",
|
||
|
|
" return fig.toolbar_button_onclick(name);\n",
|
||
|
|
" };\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" function on_mouseover_closure(tooltip) {\n",
|
||
|
|
" return function (event) {\n",
|
||
|
|
" if (!event.currentTarget.disabled) {\n",
|
||
|
|
" return fig.toolbar_button_onmouseover(tooltip);\n",
|
||
|
|
" }\n",
|
||
|
|
" };\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" fig.buttons = {};\n",
|
||
|
|
" var buttonGroup = document.createElement('div');\n",
|
||
|
|
" buttonGroup.classList = 'mpl-button-group';\n",
|
||
|
|
" for (var toolbar_ind in mpl.toolbar_items) {\n",
|
||
|
|
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
|
||
|
|
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
|
||
|
|
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
|
||
|
|
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
|
||
|
|
"\n",
|
||
|
|
" if (!name) {\n",
|
||
|
|
" /* Instead of a spacer, we start a new button group. */\n",
|
||
|
|
" if (buttonGroup.hasChildNodes()) {\n",
|
||
|
|
" toolbar.appendChild(buttonGroup);\n",
|
||
|
|
" }\n",
|
||
|
|
" buttonGroup = document.createElement('div');\n",
|
||
|
|
" buttonGroup.classList = 'mpl-button-group';\n",
|
||
|
|
" continue;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var button = (fig.buttons[name] = document.createElement('button'));\n",
|
||
|
|
" button.classList = 'mpl-widget';\n",
|
||
|
|
" button.setAttribute('role', 'button');\n",
|
||
|
|
" button.setAttribute('aria-disabled', 'false');\n",
|
||
|
|
" button.addEventListener('click', on_click_closure(method_name));\n",
|
||
|
|
" button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
|
||
|
|
"\n",
|
||
|
|
" var icon_img = document.createElement('img');\n",
|
||
|
|
" icon_img.src = '_images/' + image + '.png';\n",
|
||
|
|
" icon_img.srcset = '_images/' + image + '_large.png 2x';\n",
|
||
|
|
" icon_img.alt = tooltip;\n",
|
||
|
|
" button.appendChild(icon_img);\n",
|
||
|
|
"\n",
|
||
|
|
" buttonGroup.appendChild(button);\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" if (buttonGroup.hasChildNodes()) {\n",
|
||
|
|
" toolbar.appendChild(buttonGroup);\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var fmt_picker = document.createElement('select');\n",
|
||
|
|
" fmt_picker.classList = 'mpl-widget';\n",
|
||
|
|
" toolbar.appendChild(fmt_picker);\n",
|
||
|
|
" this.format_dropdown = fmt_picker;\n",
|
||
|
|
"\n",
|
||
|
|
" for (var ind in mpl.extensions) {\n",
|
||
|
|
" var fmt = mpl.extensions[ind];\n",
|
||
|
|
" var option = document.createElement('option');\n",
|
||
|
|
" option.selected = fmt === mpl.default_extension;\n",
|
||
|
|
" option.innerHTML = fmt;\n",
|
||
|
|
" fmt_picker.appendChild(option);\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var status_bar = document.createElement('span');\n",
|
||
|
|
" status_bar.classList = 'mpl-message';\n",
|
||
|
|
" toolbar.appendChild(status_bar);\n",
|
||
|
|
" this.message = status_bar;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n",
|
||
|
|
" // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
|
||
|
|
" // which will in turn request a refresh of the image.\n",
|
||
|
|
" this.send_message('resize', { width: x_pixels, height: y_pixels });\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.send_message = function (type, properties) {\n",
|
||
|
|
" properties['type'] = type;\n",
|
||
|
|
" properties['figure_id'] = this.id;\n",
|
||
|
|
" this.ws.send(JSON.stringify(properties));\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.send_draw_message = function () {\n",
|
||
|
|
" if (!this.waiting) {\n",
|
||
|
|
" this.waiting = true;\n",
|
||
|
|
" this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
|
||
|
|
" var format_dropdown = fig.format_dropdown;\n",
|
||
|
|
" var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
|
||
|
|
" fig.ondownload(fig, format);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_resize = function (fig, msg) {\n",
|
||
|
|
" var size = msg['size'];\n",
|
||
|
|
" if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n",
|
||
|
|
" fig._resize_canvas(size[0], size[1], msg['forward']);\n",
|
||
|
|
" fig.send_message('refresh', {});\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_rubberband = function (fig, msg) {\n",
|
||
|
|
" var x0 = msg['x0'] / fig.ratio;\n",
|
||
|
|
" var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n",
|
||
|
|
" var x1 = msg['x1'] / fig.ratio;\n",
|
||
|
|
" var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n",
|
||
|
|
" x0 = Math.floor(x0) + 0.5;\n",
|
||
|
|
" y0 = Math.floor(y0) + 0.5;\n",
|
||
|
|
" x1 = Math.floor(x1) + 0.5;\n",
|
||
|
|
" y1 = Math.floor(y1) + 0.5;\n",
|
||
|
|
" var min_x = Math.min(x0, x1);\n",
|
||
|
|
" var min_y = Math.min(y0, y1);\n",
|
||
|
|
" var width = Math.abs(x1 - x0);\n",
|
||
|
|
" var height = Math.abs(y1 - y0);\n",
|
||
|
|
"\n",
|
||
|
|
" fig.rubberband_context.clearRect(\n",
|
||
|
|
" 0,\n",
|
||
|
|
" 0,\n",
|
||
|
|
" fig.canvas.width / fig.ratio,\n",
|
||
|
|
" fig.canvas.height / fig.ratio\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_figure_label = function (fig, msg) {\n",
|
||
|
|
" // Updates the figure title.\n",
|
||
|
|
" fig.header.textContent = msg['label'];\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_cursor = function (fig, msg) {\n",
|
||
|
|
" var cursor = msg['cursor'];\n",
|
||
|
|
" switch (cursor) {\n",
|
||
|
|
" case 0:\n",
|
||
|
|
" cursor = 'pointer';\n",
|
||
|
|
" break;\n",
|
||
|
|
" case 1:\n",
|
||
|
|
" cursor = 'default';\n",
|
||
|
|
" break;\n",
|
||
|
|
" case 2:\n",
|
||
|
|
" cursor = 'crosshair';\n",
|
||
|
|
" break;\n",
|
||
|
|
" case 3:\n",
|
||
|
|
" cursor = 'move';\n",
|
||
|
|
" break;\n",
|
||
|
|
" }\n",
|
||
|
|
" fig.rubberband_canvas.style.cursor = cursor;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_message = function (fig, msg) {\n",
|
||
|
|
" fig.message.textContent = msg['message'];\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_draw = function (fig, _msg) {\n",
|
||
|
|
" // Request the server to send over a new figure.\n",
|
||
|
|
" fig.send_draw_message();\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_image_mode = function (fig, msg) {\n",
|
||
|
|
" fig.image_mode = msg['mode'];\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n",
|
||
|
|
" for (var key in msg) {\n",
|
||
|
|
" if (!(key in fig.buttons)) {\n",
|
||
|
|
" continue;\n",
|
||
|
|
" }\n",
|
||
|
|
" fig.buttons[key].disabled = !msg[key];\n",
|
||
|
|
" fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n",
|
||
|
|
" if (msg['mode'] === 'PAN') {\n",
|
||
|
|
" fig.buttons['Pan'].classList.add('active');\n",
|
||
|
|
" fig.buttons['Zoom'].classList.remove('active');\n",
|
||
|
|
" } else if (msg['mode'] === 'ZOOM') {\n",
|
||
|
|
" fig.buttons['Pan'].classList.remove('active');\n",
|
||
|
|
" fig.buttons['Zoom'].classList.add('active');\n",
|
||
|
|
" } else {\n",
|
||
|
|
" fig.buttons['Pan'].classList.remove('active');\n",
|
||
|
|
" fig.buttons['Zoom'].classList.remove('active');\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.updated_canvas_event = function () {\n",
|
||
|
|
" // Called whenever the canvas gets updated.\n",
|
||
|
|
" this.send_message('ack', {});\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"// A function to construct a web socket function for onmessage handling.\n",
|
||
|
|
"// Called in the figure constructor.\n",
|
||
|
|
"mpl.figure.prototype._make_on_message_function = function (fig) {\n",
|
||
|
|
" return function socket_on_message(evt) {\n",
|
||
|
|
" if (evt.data instanceof Blob) {\n",
|
||
|
|
" /* FIXME: We get \"Resource interpreted as Image but\n",
|
||
|
|
" * transferred with MIME type text/plain:\" errors on\n",
|
||
|
|
" * Chrome. But how to set the MIME type? It doesn't seem\n",
|
||
|
|
" * to be part of the websocket stream */\n",
|
||
|
|
" evt.data.type = 'image/png';\n",
|
||
|
|
"\n",
|
||
|
|
" /* Free the memory for the previous frames */\n",
|
||
|
|
" if (fig.imageObj.src) {\n",
|
||
|
|
" (window.URL || window.webkitURL).revokeObjectURL(\n",
|
||
|
|
" fig.imageObj.src\n",
|
||
|
|
" );\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
|
||
|
|
" evt.data\n",
|
||
|
|
" );\n",
|
||
|
|
" fig.updated_canvas_event();\n",
|
||
|
|
" fig.waiting = false;\n",
|
||
|
|
" return;\n",
|
||
|
|
" } else if (\n",
|
||
|
|
" typeof evt.data === 'string' &&\n",
|
||
|
|
" evt.data.slice(0, 21) === 'data:image/png;base64'\n",
|
||
|
|
" ) {\n",
|
||
|
|
" fig.imageObj.src = evt.data;\n",
|
||
|
|
" fig.updated_canvas_event();\n",
|
||
|
|
" fig.waiting = false;\n",
|
||
|
|
" return;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var msg = JSON.parse(evt.data);\n",
|
||
|
|
" var msg_type = msg['type'];\n",
|
||
|
|
"\n",
|
||
|
|
" // Call the \"handle_{type}\" callback, which takes\n",
|
||
|
|
" // the figure and JSON message as its only arguments.\n",
|
||
|
|
" try {\n",
|
||
|
|
" var callback = fig['handle_' + msg_type];\n",
|
||
|
|
" } catch (e) {\n",
|
||
|
|
" console.log(\n",
|
||
|
|
" \"No handler for the '\" + msg_type + \"' message type: \",\n",
|
||
|
|
" msg\n",
|
||
|
|
" );\n",
|
||
|
|
" return;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" if (callback) {\n",
|
||
|
|
" try {\n",
|
||
|
|
" // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
|
||
|
|
" callback(fig, msg);\n",
|
||
|
|
" } catch (e) {\n",
|
||
|
|
" console.log(\n",
|
||
|
|
" \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n",
|
||
|
|
" e,\n",
|
||
|
|
" e.stack,\n",
|
||
|
|
" msg\n",
|
||
|
|
" );\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
" };\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
|
||
|
|
"mpl.findpos = function (e) {\n",
|
||
|
|
" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
|
||
|
|
" var targ;\n",
|
||
|
|
" if (!e) {\n",
|
||
|
|
" e = window.event;\n",
|
||
|
|
" }\n",
|
||
|
|
" if (e.target) {\n",
|
||
|
|
" targ = e.target;\n",
|
||
|
|
" } else if (e.srcElement) {\n",
|
||
|
|
" targ = e.srcElement;\n",
|
||
|
|
" }\n",
|
||
|
|
" if (targ.nodeType === 3) {\n",
|
||
|
|
" // defeat Safari bug\n",
|
||
|
|
" targ = targ.parentNode;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" // pageX,Y are the mouse positions relative to the document\n",
|
||
|
|
" var boundingRect = targ.getBoundingClientRect();\n",
|
||
|
|
" var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n",
|
||
|
|
" var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n",
|
||
|
|
"\n",
|
||
|
|
" return { x: x, y: y };\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"/*\n",
|
||
|
|
" * return a copy of an object with only non-object keys\n",
|
||
|
|
" * we need this to avoid circular references\n",
|
||
|
|
" * http://stackoverflow.com/a/24161582/3208463\n",
|
||
|
|
" */\n",
|
||
|
|
"function simpleKeys(original) {\n",
|
||
|
|
" return Object.keys(original).reduce(function (obj, key) {\n",
|
||
|
|
" if (typeof original[key] !== 'object') {\n",
|
||
|
|
" obj[key] = original[key];\n",
|
||
|
|
" }\n",
|
||
|
|
" return obj;\n",
|
||
|
|
" }, {});\n",
|
||
|
|
"}\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.mouse_event = function (event, name) {\n",
|
||
|
|
" var canvas_pos = mpl.findpos(event);\n",
|
||
|
|
"\n",
|
||
|
|
" if (name === 'button_press') {\n",
|
||
|
|
" this.canvas.focus();\n",
|
||
|
|
" this.canvas_div.focus();\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var x = canvas_pos.x * this.ratio;\n",
|
||
|
|
" var y = canvas_pos.y * this.ratio;\n",
|
||
|
|
"\n",
|
||
|
|
" this.send_message(name, {\n",
|
||
|
|
" x: x,\n",
|
||
|
|
" y: y,\n",
|
||
|
|
" button: event.button,\n",
|
||
|
|
" step: event.step,\n",
|
||
|
|
" guiEvent: simpleKeys(event),\n",
|
||
|
|
" });\n",
|
||
|
|
"\n",
|
||
|
|
" /* This prevents the web browser from automatically changing to\n",
|
||
|
|
" * the text insertion cursor when the button is pressed. We want\n",
|
||
|
|
" * to control all of the cursor setting manually through the\n",
|
||
|
|
" * 'cursor' event from matplotlib */\n",
|
||
|
|
" event.preventDefault();\n",
|
||
|
|
" return false;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._key_event_extra = function (_event, _name) {\n",
|
||
|
|
" // Handle any extra behaviour associated with a key event\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.key_event = function (event, name) {\n",
|
||
|
|
" // Prevent repeat events\n",
|
||
|
|
" if (name === 'key_press') {\n",
|
||
|
|
" if (event.which === this._key) {\n",
|
||
|
|
" return;\n",
|
||
|
|
" } else {\n",
|
||
|
|
" this._key = event.which;\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
" if (name === 'key_release') {\n",
|
||
|
|
" this._key = null;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var value = '';\n",
|
||
|
|
" if (event.ctrlKey && event.which !== 17) {\n",
|
||
|
|
" value += 'ctrl+';\n",
|
||
|
|
" }\n",
|
||
|
|
" if (event.altKey && event.which !== 18) {\n",
|
||
|
|
" value += 'alt+';\n",
|
||
|
|
" }\n",
|
||
|
|
" if (event.shiftKey && event.which !== 16) {\n",
|
||
|
|
" value += 'shift+';\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" value += 'k';\n",
|
||
|
|
" value += event.which.toString();\n",
|
||
|
|
"\n",
|
||
|
|
" this._key_event_extra(event, name);\n",
|
||
|
|
"\n",
|
||
|
|
" this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n",
|
||
|
|
" return false;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.toolbar_button_onclick = function (name) {\n",
|
||
|
|
" if (name === 'download') {\n",
|
||
|
|
" this.handle_save(this, null);\n",
|
||
|
|
" } else {\n",
|
||
|
|
" this.send_message('toolbar_button', { name: name });\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n",
|
||
|
|
" this.message.textContent = tooltip;\n",
|
||
|
|
"};\n",
|
||
|
|
"mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.default_extension = \"png\";/* global mpl */\n",
|
||
|
|
"\n",
|
||
|
|
"var comm_websocket_adapter = function (comm) {\n",
|
||
|
|
" // Create a \"websocket\"-like object which calls the given IPython comm\n",
|
||
|
|
" // object with the appropriate methods. Currently this is a non binary\n",
|
||
|
|
" // socket, so there is still some room for performance tuning.\n",
|
||
|
|
" var ws = {};\n",
|
||
|
|
"\n",
|
||
|
|
" ws.close = function () {\n",
|
||
|
|
" comm.close();\n",
|
||
|
|
" };\n",
|
||
|
|
" ws.send = function (m) {\n",
|
||
|
|
" //console.log('sending', m);\n",
|
||
|
|
" comm.send(m);\n",
|
||
|
|
" };\n",
|
||
|
|
" // Register the callback with on_msg.\n",
|
||
|
|
" comm.on_msg(function (msg) {\n",
|
||
|
|
" //console.log('receiving', msg['content']['data'], msg);\n",
|
||
|
|
" // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
|
||
|
|
" ws.onmessage(msg['content']['data']);\n",
|
||
|
|
" });\n",
|
||
|
|
" return ws;\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.mpl_figure_comm = function (comm, msg) {\n",
|
||
|
|
" // This is the function which gets called when the mpl process\n",
|
||
|
|
" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
|
||
|
|
"\n",
|
||
|
|
" var id = msg.content.data.id;\n",
|
||
|
|
" // Get hold of the div created by the display call when the Comm\n",
|
||
|
|
" // socket was opened in Python.\n",
|
||
|
|
" var element = document.getElementById(id);\n",
|
||
|
|
" var ws_proxy = comm_websocket_adapter(comm);\n",
|
||
|
|
"\n",
|
||
|
|
" function ondownload(figure, _format) {\n",
|
||
|
|
" window.open(figure.canvas.toDataURL());\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n",
|
||
|
|
"\n",
|
||
|
|
" // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
|
||
|
|
" // web socket which is closed, not our websocket->open comm proxy.\n",
|
||
|
|
" ws_proxy.onopen();\n",
|
||
|
|
"\n",
|
||
|
|
" fig.parent_element = element;\n",
|
||
|
|
" fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
|
||
|
|
" if (!fig.cell_info) {\n",
|
||
|
|
" console.error('Failed to find cell for figure', id, fig);\n",
|
||
|
|
" return;\n",
|
||
|
|
" }\n",
|
||
|
|
" fig.cell_info[0].output_area.element.one(\n",
|
||
|
|
" 'cleared',\n",
|
||
|
|
" { fig: fig },\n",
|
||
|
|
" fig._remove_fig_handler\n",
|
||
|
|
" );\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_close = function (fig, msg) {\n",
|
||
|
|
" var width = fig.canvas.width / fig.ratio;\n",
|
||
|
|
" fig.cell_info[0].output_area.element.off(\n",
|
||
|
|
" 'cleared',\n",
|
||
|
|
" fig._remove_fig_handler\n",
|
||
|
|
" );\n",
|
||
|
|
"\n",
|
||
|
|
" // Update the output cell to use the data from the current canvas.\n",
|
||
|
|
" fig.push_to_output();\n",
|
||
|
|
" var dataURL = fig.canvas.toDataURL();\n",
|
||
|
|
" // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
|
||
|
|
" // the notebook keyboard shortcuts fail.\n",
|
||
|
|
" IPython.keyboard_manager.enable();\n",
|
||
|
|
" fig.parent_element.innerHTML =\n",
|
||
|
|
" '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
|
||
|
|
" fig.close_ws(fig, msg);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.close_ws = function (fig, msg) {\n",
|
||
|
|
" fig.send_message('closing', msg);\n",
|
||
|
|
" // fig.ws.close()\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.push_to_output = function (_remove_interactive) {\n",
|
||
|
|
" // Turn the data on the canvas into data in the output cell.\n",
|
||
|
|
" var width = this.canvas.width / this.ratio;\n",
|
||
|
|
" var dataURL = this.canvas.toDataURL();\n",
|
||
|
|
" this.cell_info[1]['text/html'] =\n",
|
||
|
|
" '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.updated_canvas_event = function () {\n",
|
||
|
|
" // Tell IPython that the notebook contents must change.\n",
|
||
|
|
" IPython.notebook.set_dirty(true);\n",
|
||
|
|
" this.send_message('ack', {});\n",
|
||
|
|
" var fig = this;\n",
|
||
|
|
" // Wait a second, then push the new image to the DOM so\n",
|
||
|
|
" // that it is saved nicely (might be nice to debounce this).\n",
|
||
|
|
" setTimeout(function () {\n",
|
||
|
|
" fig.push_to_output();\n",
|
||
|
|
" }, 1000);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._init_toolbar = function () {\n",
|
||
|
|
" var fig = this;\n",
|
||
|
|
"\n",
|
||
|
|
" var toolbar = document.createElement('div');\n",
|
||
|
|
" toolbar.classList = 'btn-toolbar';\n",
|
||
|
|
" this.root.appendChild(toolbar);\n",
|
||
|
|
"\n",
|
||
|
|
" function on_click_closure(name) {\n",
|
||
|
|
" return function (_event) {\n",
|
||
|
|
" return fig.toolbar_button_onclick(name);\n",
|
||
|
|
" };\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" function on_mouseover_closure(tooltip) {\n",
|
||
|
|
" return function (event) {\n",
|
||
|
|
" if (!event.currentTarget.disabled) {\n",
|
||
|
|
" return fig.toolbar_button_onmouseover(tooltip);\n",
|
||
|
|
" }\n",
|
||
|
|
" };\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" fig.buttons = {};\n",
|
||
|
|
" var buttonGroup = document.createElement('div');\n",
|
||
|
|
" buttonGroup.classList = 'btn-group';\n",
|
||
|
|
" var button;\n",
|
||
|
|
" for (var toolbar_ind in mpl.toolbar_items) {\n",
|
||
|
|
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
|
||
|
|
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
|
||
|
|
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
|
||
|
|
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
|
||
|
|
"\n",
|
||
|
|
" if (!name) {\n",
|
||
|
|
" /* Instead of a spacer, we start a new button group. */\n",
|
||
|
|
" if (buttonGroup.hasChildNodes()) {\n",
|
||
|
|
" toolbar.appendChild(buttonGroup);\n",
|
||
|
|
" }\n",
|
||
|
|
" buttonGroup = document.createElement('div');\n",
|
||
|
|
" buttonGroup.classList = 'btn-group';\n",
|
||
|
|
" continue;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" button = fig.buttons[name] = document.createElement('button');\n",
|
||
|
|
" button.classList = 'btn btn-default';\n",
|
||
|
|
" button.href = '#';\n",
|
||
|
|
" button.title = name;\n",
|
||
|
|
" button.innerHTML = '<i class=\"fa ' + image + ' fa-lg\"></i>';\n",
|
||
|
|
" button.addEventListener('click', on_click_closure(method_name));\n",
|
||
|
|
" button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
|
||
|
|
" buttonGroup.appendChild(button);\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" if (buttonGroup.hasChildNodes()) {\n",
|
||
|
|
" toolbar.appendChild(buttonGroup);\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" // Add the status bar.\n",
|
||
|
|
" var status_bar = document.createElement('span');\n",
|
||
|
|
" status_bar.classList = 'mpl-message pull-right';\n",
|
||
|
|
" toolbar.appendChild(status_bar);\n",
|
||
|
|
" this.message = status_bar;\n",
|
||
|
|
"\n",
|
||
|
|
" // Add the close button to the window.\n",
|
||
|
|
" var buttongrp = document.createElement('div');\n",
|
||
|
|
" buttongrp.classList = 'btn-group inline pull-right';\n",
|
||
|
|
" button = document.createElement('button');\n",
|
||
|
|
" button.classList = 'btn btn-mini btn-primary';\n",
|
||
|
|
" button.href = '#';\n",
|
||
|
|
" button.title = 'Stop Interaction';\n",
|
||
|
|
" button.innerHTML = '<i class=\"fa fa-power-off icon-remove icon-large\"></i>';\n",
|
||
|
|
" button.addEventListener('click', function (_evt) {\n",
|
||
|
|
" fig.handle_close(fig, {});\n",
|
||
|
|
" });\n",
|
||
|
|
" button.addEventListener(\n",
|
||
|
|
" 'mouseover',\n",
|
||
|
|
" on_mouseover_closure('Stop Interaction')\n",
|
||
|
|
" );\n",
|
||
|
|
" buttongrp.appendChild(button);\n",
|
||
|
|
" var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n",
|
||
|
|
" titlebar.insertBefore(buttongrp, titlebar.firstChild);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._remove_fig_handler = function (event) {\n",
|
||
|
|
" var fig = event.data.fig;\n",
|
||
|
|
" fig.close_ws(fig, {});\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._root_extra_style = function (el) {\n",
|
||
|
|
" el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._canvas_extra_style = function (el) {\n",
|
||
|
|
" // this is important to make the div 'focusable\n",
|
||
|
|
" el.setAttribute('tabindex', 0);\n",
|
||
|
|
" // reach out to IPython and tell the keyboard manager to turn it's self\n",
|
||
|
|
" // off when our div gets focus\n",
|
||
|
|
"\n",
|
||
|
|
" // location in version 3\n",
|
||
|
|
" if (IPython.notebook.keyboard_manager) {\n",
|
||
|
|
" IPython.notebook.keyboard_manager.register_events(el);\n",
|
||
|
|
" } else {\n",
|
||
|
|
" // location in version 2\n",
|
||
|
|
" IPython.keyboard_manager.register_events(el);\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype._key_event_extra = function (event, _name) {\n",
|
||
|
|
" var manager = IPython.notebook.keyboard_manager;\n",
|
||
|
|
" if (!manager) {\n",
|
||
|
|
" manager = IPython.keyboard_manager;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" // Check for shift+enter\n",
|
||
|
|
" if (event.shiftKey && event.which === 13) {\n",
|
||
|
|
" this.canvas_div.blur();\n",
|
||
|
|
" // select the cell after this one\n",
|
||
|
|
" var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n",
|
||
|
|
" IPython.notebook.select(index + 1);\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
|
||
|
|
" fig.ondownload(fig, null);\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"mpl.find_output_cell = function (html_output) {\n",
|
||
|
|
" // Return the cell and output element which can be found *uniquely* in the notebook.\n",
|
||
|
|
" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
|
||
|
|
" // IPython event is triggered only after the cells have been serialised, which for\n",
|
||
|
|
" // our purposes (turning an active figure into a static one), is too late.\n",
|
||
|
|
" var cells = IPython.notebook.get_cells();\n",
|
||
|
|
" var ncells = cells.length;\n",
|
||
|
|
" for (var i = 0; i < ncells; i++) {\n",
|
||
|
|
" var cell = cells[i];\n",
|
||
|
|
" if (cell.cell_type === 'code') {\n",
|
||
|
|
" for (var j = 0; j < cell.output_area.outputs.length; j++) {\n",
|
||
|
|
" var data = cell.output_area.outputs[j];\n",
|
||
|
|
" if (data.data) {\n",
|
||
|
|
" // IPython >= 3 moved mimebundle to data attribute of output\n",
|
||
|
|
" data = data.data;\n",
|
||
|
|
" }\n",
|
||
|
|
" if (data['text/html'] === html_output) {\n",
|
||
|
|
" return [cell, data, j];\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
" }\n",
|
||
|
|
"};\n",
|
||
|
|
"\n",
|
||
|
|
"// Register the function which deals with the matplotlib target/channel.\n",
|
||
|
|
"// The kernel may be null if the page has been refreshed.\n",
|
||
|
|
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" IPython.notebook.kernel.comm_manager.register_target(\n",
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" 'matplotlib',\n",
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" mpl.mpl_figure_comm\n",
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" );\n",
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},
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"metadata": {},
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},
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"name": "stdout",
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"output_type": "stream",
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"text": [
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||
|
|
"\n",
|
||
|
|
"\n",
|
||
|
|
"Temps d'execution de fibor avec n=2960 : 0.001542809620000014\n"
|
||
|
|
]
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"source": [
|
||
|
|
"def fibordyn(n: int) -> int:\n",
|
||
|
|
" \"\"\" Lanceur de la fonction fibor (n>=0) : initialisation du tableau de résultats \"\"\"\n",
|
||
|
|
" assert isinstance(n, int) and n >= 0, \"n must be integer and positive\"\n",
|
||
|
|
" resultats = [None for i in range(n+2)]\n",
|
||
|
|
" resultats[0] = 0\n",
|
||
|
|
" resultats[1] = 1\n",
|
||
|
|
" \n",
|
||
|
|
" # === Nested function ===\n",
|
||
|
|
" def fibor(n: int) -> int:\n",
|
||
|
|
" \"\"\" Calcule les termes de la suite de Fibonacci récursivement avec programmation dynamique (n>=0) \"\"\"\n",
|
||
|
|
" assert isinstance(n, int) and n >= 0, \"n must be integer and positive\"\n",
|
||
|
|
"\n",
|
||
|
|
" if resultats[n] != None: return resultats[n]\n",
|
||
|
|
" if resultats[n-1] == None: resultats[n-1] = fibor(n-1)\n",
|
||
|
|
" if resultats[n-2] == None: resultats[n-2] = fibor(n-2)\n",
|
||
|
|
" return resultats[n-1] + resultats[n-2]\n",
|
||
|
|
" # === End of nested function ===\n",
|
||
|
|
" \n",
|
||
|
|
" return fibor(n)\n",
|
||
|
|
"\n",
|
||
|
|
"# Mesure du temps et tracés\n",
|
||
|
|
"import time\n",
|
||
|
|
"%matplotlib notebook\n",
|
||
|
|
"import matplotlib.pyplot as plt\n",
|
||
|
|
"n = [i for i in range(10, 2985, 25)]\n",
|
||
|
|
"liste_temps = []\n",
|
||
|
|
"\n",
|
||
|
|
"for i in n:\n",
|
||
|
|
" print(f\"Test avec n={i}\", end = \" - \")\n",
|
||
|
|
" temps = 0.0\n",
|
||
|
|
" nb_loops = 100\n",
|
||
|
|
" for test in range(nb_loops):\n",
|
||
|
|
" start = time.process_time()\n",
|
||
|
|
" fibordyn(i)\n",
|
||
|
|
" temps += time.process_time() - start\n",
|
||
|
|
" temps /= nb_loops\n",
|
||
|
|
" liste_temps.append(temps)\n",
|
||
|
|
"\n",
|
||
|
|
"plt.plot(n, liste_temps, label=\"fibor\")\n",
|
||
|
|
"plt.xlabel(\"n\")\n",
|
||
|
|
"plt.grid(True)\n",
|
||
|
|
"print(f\"\\n\\nTemps d'execution de fibor avec n={n[-1]} : {liste_temps[-1]}\")"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "markdown",
|
||
|
|
"metadata": {},
|
||
|
|
"source": [
|
||
|
|
"Ici le temps d'exécution est bien **linéaire** en fonction de n.\n",
|
||
|
|
"\n",
|
||
|
|
"⚠️ Mais il y a **trop d'appels de fonctions** imbriqués et Python ne peut pas calculer au delà de n=2900.\n",
|
||
|
|
"\n",
|
||
|
|
"Malgré tout, les performances sont bien en dessous de nos premiers algorithmes car ici il faut environ 1 ms pour calculer le terme avec n=2960 alors qu'il en fallait à peine 0.25 ms avec les premiers.\n",
|
||
|
|
"\n",
|
||
|
|
"# Conclusion\n",
|
||
|
|
"\n",
|
||
|
|
"⚠️ La **récursivité** permet de résoudre **facilement** des **problèmes complexes** mais elle s'accompagne souvent de **problèmes de performances**.\n",
|
||
|
|
"\n",
|
||
|
|
"⚠️ La **programmation dynamique** permet de gagner du temps dans les algorithmes car elle consiste à **enregistrer les résultats intermédiaires calculés** afin de les **ré-utiliser plus tard** dans l'algorithme.\n",
|
||
|
|
"\n",
|
||
|
|
"Cette technique est souvent utilisée dans les problèmes **d'optimisation** car dans ce domaine, les calculs utilisent souvent **plusieurs fois les mêmes valeurs**."
|
||
|
|
]
|
||
|
|
}
|
||
|
|
],
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||
|
|
"metadata": {
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|
|
"kernelspec": {
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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|
|
"codemirror_mode": {
|
||
|
|
"name": "ipython",
|
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|
|
"version": 3
|
||
|
|
},
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|
"file_extension": ".py",
|
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|
|
"mimetype": "text/x-python",
|
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|
|
"name": "python",
|
||
|
|
"nbconvert_exporter": "python",
|
||
|
|
"pygments_lexer": "ipython3",
|
||
|
|
"version": "3.9.7"
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},
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