From db4f9505da7e4a289439cf6963cf85ed27fb0145 Mon Sep 17 00:00:00 2001
From: Djalim Simaila <djalim.simaila@etu.univ-amu.fr>
Date: Mon, 25 Mar 2024 12:02:27 +0100
Subject: [PATCH] initial commit

---
 .gitignore            |    3 +
 README.md             |   12 +
 mcd_mocodo.py         |  128 ++++
 mocodo_notebook.ipynb | 1409 +++++++++++++++++++++++++++++++++++++++++
 mocodo_script.py      |   46 ++
 requierements.txt     |   43 ++
 6 files changed, 1641 insertions(+)
 create mode 100644 .gitignore
 create mode 100644 README.md
 create mode 100644 mcd_mocodo.py
 create mode 100644 mocodo_notebook.ipynb
 create mode 100644 mocodo_script.py
 create mode 100644 requierements.txt

diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..d5cf5c7
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,3 @@
+mocodo_notebook
+**__pycache__**
+output
\ No newline at end of file
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..5649f62
--- /dev/null
+++ b/README.md
@@ -0,0 +1,12 @@
+## TLDR
+
+Le module python mocodo est un wrapper pour le programe mocodo, il peut etre utilusé pour faciliter des scipts
+on utilise donc le module
+```python
+from mocodo.api import mocodo
+```
+ou etre utilisé dans un notebook, dans ce cas on utilse
+``` python
+from mocodo.magic import mocodo
+```
+L'avantage de ce dernier est qu'il affiche les resultats dans le notebook (en plus de gerener les fichiers).
\ No newline at end of file
diff --git a/mcd_mocodo.py b/mcd_mocodo.py
new file mode 100644
index 0000000..f2e5582
--- /dev/null
+++ b/mcd_mocodo.py
@@ -0,0 +1,128 @@
+"""
+Domaines de l'application exprimés en MCD mocodo
+"""
+
+apprenant = "apprenant:id_apprenant,nom,prenom,date_de_naissance,classe,reponses_questionnaire\n"
+compte = "compte:login,email,password,état,date_de_derniere_co,nom,prenom,mobile,date_de_création,moyen_paiement,est_connecté\n"
+
+auth = f"""
+{compte}
+{apprenant}
+licence:clé,date_utilisation
+promotion:code, date_de_création,durée_reduction,reduction,conditions
+abonnement:nom_abonnement,prix,date_de_début,date_de_fin
+droit:id_droit,niveau_d_access,nb_profil_crée,nb_user_invite,peut_modifier_profil,peut_supprimer_profil, peut_faire_activité, peut_faire_test, peut_consulter_hist_activité, peut_consulter_hist_test
+questionnaire: id_questionnaire,forme_rappel, disponibilité,reponses_questionnaire
+probleme_signalé:id_prob,version de l'application,support,date du signalement,commentaire
+question_posée:id_quest,question
+anonyme:id,email
+
+inviter,0N compte,0N compte,0N apprenant,0N droit,0N licence: date invitation,
+utiliser,01 compte,0N licence
+repondre, 01 compte, 0N questionnaire
+créer, 0N compte,0N apprenant
+acheter, 0N compte, 0N promotion, 0N licence, 0N abonnement : date d'achat
+assigner, 11 abonnement, 0N droit
+poser, 11 question_posée, 0N anonyme
+poser1, 11 question_posée, 0N compte
+signaler, 11 probleme_signalé, 0N anonyme
+signaler1, 11 probleme_signalé, 0N compte
+"""
+
+fiche_activite = "fiche_activité:id_fiche,comp_travaillé,pourquoi_travailler_comp,variantes\n"
+activite = "activité: id_activité, caracteristiques ia\n"
+
+activites = f"""
+{apprenant}
+{compte}
+{activite}
+{fiche_activite}
+activité_ajoutee: titre, caracteristiques ia
+historique_activité: id, durée, date de réalisation, note difficulté,note plaisir,note concentration, note durée, activité proposée par algo
+
+réaliser, 0N compte, 0N activité, 11 historique_activite, 0N apprenant : points accordés
+ajouter, 0N compte,0N activité_ajoutee, 11 historique_activité , 0N apprenant
+posséser, 11 historique_activité, 0N apprenant
+decrire, 0N fiche_activite, 11 activité
+"""
+
+recompenses = f"""
+{apprenant}
+{compte}
+palier:id_palier,nombre de points
+defi:id_defi,nom,objectif,date limite
+badge: id_badge,nom,description,image
+{activite}
+
+atteindre, 0N apprenant, 0N palier
+réaliser, 0N compte, 0N activité, 0N apprenant : points accordés
+réaliser3, 0N apprenant, 0N defi
+debloquer, 0N defi, 11 badge
+debloquer1, 0N palier, 11 badge
+"""
+
+#la relation réaliser est dupliquée entre des deux domaines, je garde un version sans pour la concatenation finale
+recompenses_nr = f"""
+{apprenant}
+{compte}
+palier:id_palier,nombre de points
+defi:id_defi,nom,objectif,date limite
+badge: id_badge,nom,description,image
+{activite}
+
+atteindre, 0N apprenant, 0N palier
+réaliser3, 0N apprenant, 0N defi
+debloquer, 0N defi, 11 badge
+debloquer1, 0N palier, 11 badge
+"""
+
+ressources = f"""
+mot_clé: mot
+Ressource:id_ress,titre,description,date_de_publication,type,niveau_d_access
+vidéo:id_video,lien_vers_site_externe
+article:id_article,lien_vers_site_externe
+{fiche_activite}
+
+contenir,0N mot_clé,0N Ressource
+etre1, 0N Ressource, 11 vidéo
+etre2, 0N Ressource, 11 article
+etre3, 0N Ressource, 11 fiche_activité
+"""
+
+test =f"""
+test_de_positionnement: id_testpos, consigne, caracteristiques ia
+test_de_progression: id_testpro, consigne
+historique_test: id_entree, durée, score, temps de réaction moyen, date de réalisation
+{apprenant}
+{compte}
+
+réaliser1, 0N compte,0N test_de_progression, 11 historique_test, 0N apprenant
+réaliser2, 0N compte,0N test_de_positionnement, 11 historique test, 0N apprenant
+posséser1, 11 historique_test, 0N apprenant
+"""
+
+entités = [
+    apprenant,
+    compte,
+    fiche_activite,
+    activite,
+]
+
+domaines = [
+    auth,
+    activites,
+    recompenses_nr,
+    ressources,
+    test,
+]
+
+texte_complet = ""
+for domaine in domaines:
+    for entite in entités:
+        if entite in domaine: 
+            domaine = domaine.replace(entite, "")
+    texte_complet += domaine
+
+for entite in entités:
+    texte_complet += entite
+
diff --git a/mocodo_notebook.ipynb b/mocodo_notebook.ipynb
new file mode 100644
index 0000000..a2e271f
--- /dev/null
+++ b/mocodo_notebook.ipynb
@@ -0,0 +1,1409 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Mocodo 4.2.4 loaded.\n"
+     ]
+    }
+   ],
+   "source": [
+    "%reload_ext mocodo\n",
+    "from mocodo.magic import mocodo\n",
+    "import mcd_mocodo as mcd"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def generer_mcd(domaine:str, ga:bool=False,seed:float=1):\n",
+    "    \"\"\"\n",
+    "    Genère un graphe MCD à partir d'un domaine exprimé en MCD mocodo\n",
+    "\n",
+    "    :param domaine: Le domaine exprimé en MCD mocodo\n",
+    "    :type domaine: str\n",
+    "    :param ga: Utiliser l'algorithme génétique pour arranger les entités, par défaut False\n",
+    "    :type ga: bool, optional\n",
+    "    :param seed: La graine pour le réarangement des entités, par défaut 1\n",
+    "    :type seed: float, optional\n",
+    "\n",
+    "    \"\"\"\n",
+    "    return mocodo(f\"\"\"\n",
+    "    %mocodo --colors ocean -t arrange{\":algo=ga\" if ga else \"\"} --seed {seed} --detect_overlaps --select mcd\n",
+    "    {domaine}\n",
+    "    \"\"\")\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/svg+xml": [
+       "<svg xmlns=\"http://www.w3.org/2000/svg\" width=\"916\" height=\"779\" viewBox=\"0 0 916 779\">\n",
+       "<rect x=\"0\" y=\"0\" width=\"916\" height=\"779\" fill=\"none\" stroke=\"none\" stroke-width=\"0\"/>\n",
+       "\n",
+       "<!-- Association ASSIGNER -->\n",
+       "<g>\n",
+       "\t<line x1=\"421\" y1=\"71\" x2=\"585\" y2=\"71\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"783\" y1=\"367\" x2=\"585\" y2=\"71\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<g>\n",
+       "\t\t<path d=\"M612 45 a14 14 90 0 1 14 14 V71 h-82 V59 a14 14 90 0 1 14 -14\" fill=\"#b2bba4\" stroke=\"#b2bba4\" stroke-width=\"0\"/>\n",
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+       "\t\t<text x=\"551\" y=\"63.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">assigner</text>\n",
+       "\t</g>\n",
+       "\t<text x=\"491\" y=\"87\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">1,1</text>\n",
+       "\t<text x=\"711.3\" y=\"252\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Association POSER1 -->\n",
+       "<g>\n",
+       "\t<line x1=\"74\" y1=\"192\" x2=\"240\" y2=\"192\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"421\" y1=\"367\" x2=\"240\" y2=\"192\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<g>\n",
+       "\t\t<path d=\"M255 166 a14 14 90 0 1 14 14 V192 h-58 V180 a14 14 90 0 1 14 -14\" fill=\"#b2bba4\" stroke=\"#b2bba4\" stroke-width=\"0\"/>\n",
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+       "</g>\n",
+       "\n",
+       "<!-- Association ACHETER -->\n",
+       "<g>\n",
+       "\t<line x1=\"421\" y1=\"367\" x2=\"421\" y2=\"192\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"240\" y1=\"71\" x2=\"421\" y2=\"192\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
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+       "\t<line x1=\"421\" y1=\"71\" x2=\"421\" y2=\"192\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<g>\n",
+       "\t\t<path d=\"M465 166 a14 14 90 0 1 14 14 V192 h-116 V180 a14 14 90 0 1 14 -14\" fill=\"#b2bba4\" stroke=\"#b2bba4\" stroke-width=\"0\"/>\n",
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+       "\t\t<text x=\"391\" y=\"184.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">acheter</text>\n",
+       "\t\t<text x=\"370\" y=\"210.6\" fill=\"#607734\" font-family=\"Courier New\" font-size=\"14\">date d’achat</text>\n",
+       "\t</g>\n",
+       "\t<text x=\"426\" y=\"243\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
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+       "</g>\n",
+       "\n",
+       "<!-- Association POSER -->\n",
+       "<g>\n",
+       "\t<line x1=\"74\" y1=\"192\" x2=\"74\" y2=\"367\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"74\" y1=\"560\" x2=\"74\" y2=\"367\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<g>\n",
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+       "\t\t<text x=\"53\" y=\"359.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">poser</text>\n",
+       "\t</g>\n",
+       "\t<text x=\"79\" y=\"243\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">1,1</text>\n",
+       "\t<text x=\"79\" y=\"517\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Association REPONDRE -->\n",
+       "<g>\n",
+       "\t<line x1=\"421\" y1=\"367\" x2=\"240\" y2=\"367\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"240\" y1=\"560\" x2=\"240\" y2=\"367\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<g>\n",
+       "\t\t<path d=\"M267 341 a14 14 90 0 1 14 14 V367 h-82 V355 a14 14 90 0 1 14 -14\" fill=\"#b2bba4\" stroke=\"#b2bba4\" stroke-width=\"0\"/>\n",
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+       "\t\t<text x=\"206\" y=\"359.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">repondre</text>\n",
+       "\t</g>\n",
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+       "\t<text x=\"245\" y=\"499\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Association UTILISER -->\n",
+       "<g>\n",
+       "\t<line x1=\"421\" y1=\"367\" x2=\"585\" y2=\"367\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"585\" y1=\"192\" x2=\"585\" y2=\"367\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<g>\n",
+       "\t\t<path d=\"M612 341 a14 14 90 0 1 14 14 V367 h-82 V355 a14 14 90 0 1 14 -14\" fill=\"#b2bba4\" stroke=\"#b2bba4\" stroke-width=\"0\"/>\n",
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+       "\t\t<text x=\"551\" y=\"359.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">utiliser</text>\n",
+       "\t</g>\n",
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+       "\t<text x=\"557\" y=\"243\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Association SIGNALER1 -->\n",
+       "<g>\n",
+       "\t<line x1=\"421\" y1=\"699\" x2=\"421\" y2=\"560\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
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+       "\t<g>\n",
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+       "\t\t<text x=\"387\" y=\"552.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">signaler</text>\n",
+       "\t</g>\n",
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+       "\t<text x=\"393\" y=\"499\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Association CREER -->\n",
+       "<g>\n",
+       "\t<line x1=\"421\" y1=\"367\" x2=\"585\" y2=\"560\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"783\" y1=\"699\" x2=\"585\" y2=\"560\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<g>\n",
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+       "\t\t<text x=\"564\" y=\"552.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">créer</text>\n",
+       "\t</g>\n",
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+       "\t<text x=\"657\" y=\"640.86\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Association INVITER -->\n",
+       "<g>\n",
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+       "\t<g>\n",
+       "\t\t<path d=\"M840 525 a14 14 90 0 1 14 14 V551 h-142 V539 a14 14 90 0 1 14 -14\" fill=\"#b2bba4\" stroke=\"#b2bba4\" stroke-width=\"0\"/>\n",
+       "\t\t<path d=\"M854 551 v30 a14 14 90 0 1 -14 14 H726 a14 14 90 0 1 -14 -14 V551 H142\" fill=\"#ccd6ba\" stroke=\"#ccd6ba\" stroke-width=\"0\"/>\n",
+       "\t\t<rect x=\"712\" y=\"525\" width=\"142\" height=\"70\" fill=\"none\" rx=\"14\" stroke=\"#85956b\" stroke-width=\"1.5\"/>\n",
+       "\t\t<line x1=\"712\" y1=\"551\" x2=\"854\" y2=\"551\" stroke=\"#85956b\" stroke-width=\"1\"/>\n",
+       "\t\t<text x=\"753\" y=\"543.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">inviter</text>\n",
+       "\t\t<text x=\"719\" y=\"569.6\" fill=\"#607734\" font-family=\"Courier New\" font-size=\"14\">date invitation</text>\n",
+       "\t</g>\n",
+       "\t<text x=\"512\" y=\"400.84\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "\t<text x=\"512\" y=\"450.16\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "\t<text x=\"788\" y=\"620\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "\t<text x=\"788\" y=\"490\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "\t<text x=\"580.03\" y=\"243\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Association SIGNALER -->\n",
+       "<g>\n",
+       "\t<line x1=\"421\" y1=\"699\" x2=\"240\" y2=\"699\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"74\" y1=\"560\" x2=\"240\" y2=\"699\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<g>\n",
+       "\t\t<path d=\"M267 673 a14 14 90 0 1 14 14 V699 h-82 V687 a14 14 90 0 1 14 -14\" fill=\"#b2bba4\" stroke=\"#b2bba4\" stroke-width=\"0\"/>\n",
+       "\t\t<path d=\"M281 699 v12 a14 14 90 0 1 -14 14 H213 a14 14 90 0 1 -14 -14 V699 H82\" fill=\"#ccd6ba\" stroke=\"#ccd6ba\" stroke-width=\"0\"/>\n",
+       "\t\t<rect x=\"199\" y=\"673\" width=\"82\" height=\"52\" fill=\"none\" rx=\"14\" stroke=\"#85956b\" stroke-width=\"1.5\"/>\n",
+       "\t\t<line x1=\"199\" y1=\"699\" x2=\"281\" y2=\"699\" stroke=\"#85956b\" stroke-width=\"1\"/>\n",
+       "\t\t<text x=\"206\" y=\"691.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">signaler</text>\n",
+       "\t</g>\n",
+       "\t<text x=\"286\" y=\"715\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">1,1</text>\n",
+       "\t<text x=\"114\" y=\"587.5\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity PROMOTION -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"167\" y=\"9\" width=\"146\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"167\" y=\"35\" width=\"146\" height=\"98\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"167\" y=\"9\" width=\"146\" height=\"124\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"167\" y1=\"35\" x2=\"313\" y2=\"35\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"202\" y=\"27.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">promotion</text>\n",
+       "\t<text x=\"172\" y=\"53.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">code</text>\n",
+       "\t<line x1=\"172\" y1=\"56\" x2=\"207\" y2=\"56\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"172\" y=\"71.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">date_de_création</text>\n",
+       "\t<text x=\"172\" y=\"89.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">durée_reduction</text>\n",
+       "\t<text x=\"172\" y=\"107.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">reduction</text>\n",
+       "\t<text x=\"172\" y=\"125.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">conditions</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity ABONNEMENT -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"356\" y=\"18\" width=\"130\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"356\" y=\"44\" width=\"130\" height=\"80\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"356\" y=\"18\" width=\"130\" height=\"106\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"356\" y1=\"44\" x2=\"486\" y2=\"44\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"379\" y=\"36.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">abonnement</text>\n",
+       "\t<text x=\"361\" y=\"62.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">nom_abonnement</text>\n",
+       "\t<line x1=\"361\" y1=\"65\" x2=\"480\" y2=\"65\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"361\" y=\"80.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">prix</text>\n",
+       "\t<text x=\"361\" y=\"98.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">date_de_début</text>\n",
+       "\t<text x=\"361\" y=\"116.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">date_de_fin</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity QUESTION_POSEE -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"9\" y=\"157\" width=\"130\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"9\" y=\"183\" width=\"130\" height=\"44\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"9\" y=\"157\" width=\"130\" height=\"70\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"9\" y1=\"183\" x2=\"139\" y2=\"183\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"15\" y=\"175.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">question_posée</text>\n",
+       "\t<text x=\"14\" y=\"201.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">id_quest</text>\n",
+       "\t<line x1=\"14\" y1=\"204\" x2=\"82\" y2=\"204\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"14\" y=\"219.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">question</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity LICENCE -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"512\" y=\"157\" width=\"146\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"512\" y=\"183\" width=\"146\" height=\"44\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"512\" y=\"157\" width=\"146\" height=\"70\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"512\" y1=\"183\" x2=\"658\" y2=\"183\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"555\" y=\"175.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">licence</text>\n",
+       "\t<text x=\"517\" y=\"201.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">clé</text>\n",
+       "\t<line x1=\"517\" y1=\"204\" x2=\"543\" y2=\"204\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"517\" y=\"219.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">date_utilisation</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity COMPTE -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"335\" y=\"251\" width=\"172\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"335\" y=\"277\" width=\"172\" height=\"206\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"335\" y=\"251\" width=\"172\" height=\"232\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"335\" y1=\"277\" x2=\"507\" y2=\"277\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"395\" y=\"269.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">compte</text>\n",
+       "\t<text x=\"340\" y=\"295.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">login</text>\n",
+       "\t<line x1=\"340\" y1=\"298\" x2=\"383\" y2=\"298\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"340\" y=\"313.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">email</text>\n",
+       "\t<text x=\"340\" y=\"331.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">password</text>\n",
+       "\t<text x=\"340\" y=\"349.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">état</text>\n",
+       "\t<text x=\"340\" y=\"367.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">date_de_derniere_co</text>\n",
+       "\t<text x=\"340\" y=\"385.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">nom</text>\n",
+       "\t<text x=\"340\" y=\"403.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">prenom</text>\n",
+       "\t<text x=\"340\" y=\"421.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">mobile</text>\n",
+       "\t<text x=\"340\" y=\"439.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">date_de_création</text>\n",
+       "\t<text x=\"340\" y=\"457.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">moyen_paiement</text>\n",
+       "\t<text x=\"340\" y=\"475.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">est_connecté</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity DROIT -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"659\" y=\"260\" width=\"248\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"659\" y=\"286\" width=\"248\" height=\"188\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"659\" y=\"260\" width=\"248\" height=\"214\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"659\" y1=\"286\" x2=\"907\" y2=\"286\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"762\" y=\"278.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">droit</text>\n",
+       "\t<text x=\"664\" y=\"304.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">id_droit</text>\n",
+       "\t<line x1=\"664\" y1=\"307\" x2=\"732\" y2=\"307\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"664\" y=\"322.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">niveau_d_access</text>\n",
+       "\t<text x=\"664\" y=\"340.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">nb_profil_crée</text>\n",
+       "\t<text x=\"664\" y=\"358.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">nb_user_invite</text>\n",
+       "\t<text x=\"664\" y=\"376.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">peut_modifier_profil</text>\n",
+       "\t<text x=\"664\" y=\"394.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">peut_supprimer_profil</text>\n",
+       "\t<text x=\"664\" y=\"412.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">peut_faire_activité</text>\n",
+       "\t<text x=\"664\" y=\"430.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">peut_faire_test</text>\n",
+       "\t<text x=\"664\" y=\"448.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">peut_consulter_hist_activité</text>\n",
+       "\t<text x=\"664\" y=\"466.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">peut_consulter_hist_test</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity ANONYME -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"39\" y=\"525\" width=\"70\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"39\" y=\"551\" width=\"70\" height=\"44\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"39\" y=\"525\" width=\"70\" height=\"70\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"39\" y1=\"551\" x2=\"109\" y2=\"551\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"44\" y=\"543.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">anonyme</text>\n",
+       "\t<text x=\"44\" y=\"569.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">id</text>\n",
+       "\t<line x1=\"44\" y1=\"572\" x2=\"62\" y2=\"572\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"44\" y=\"587.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">email</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity QUESTIONNAIRE -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"142\" y=\"507\" width=\"196\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"142\" y=\"533\" width=\"196\" height=\"80\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"142\" y=\"507\" width=\"196\" height=\"106\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"142\" y1=\"533\" x2=\"338\" y2=\"533\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"185\" y=\"525.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">questionnaire</text>\n",
+       "\t<text x=\"147\" y=\"551.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">id_questionnaire</text>\n",
+       "\t<line x1=\"147\" y1=\"554\" x2=\"283\" y2=\"554\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"147\" y=\"569.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">forme_rappel</text>\n",
+       "\t<text x=\"147\" y=\"587.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">disponibilité</text>\n",
+       "\t<text x=\"147\" y=\"605.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">reponses_questionnaire</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity PROBLEME_SIGNALE -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"314\" y=\"637\" width=\"214\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"314\" y=\"663\" width=\"214\" height=\"98\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"314\" y=\"637\" width=\"214\" height=\"124\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"314\" y1=\"663\" x2=\"528\" y2=\"663\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"353\" y=\"655.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">probleme_signalé</text>\n",
+       "\t<text x=\"319\" y=\"681.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">id_prob</text>\n",
+       "\t<line x1=\"319\" y1=\"684\" x2=\"379\" y2=\"684\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"319\" y=\"699.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">version de l’application</text>\n",
+       "\t<text x=\"319\" y=\"717.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">support</text>\n",
+       "\t<text x=\"319\" y=\"735.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">date du signalement</text>\n",
+       "\t<text x=\"319\" y=\"753.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">commentaire</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity APPRENANT -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"685\" y=\"628\" width=\"196\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"685\" y=\"654\" width=\"196\" height=\"116\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"685\" y=\"628\" width=\"196\" height=\"142\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"685\" y1=\"654\" x2=\"881\" y2=\"654\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"745\" y=\"646.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">apprenant</text>\n",
+       "\t<text x=\"690\" y=\"672.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">id_apprenant</text>\n",
+       "\t<line x1=\"690\" y1=\"675\" x2=\"792\" y2=\"675\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"690\" y=\"690.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">nom</text>\n",
+       "\t<text x=\"690\" y=\"708.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">prenom</text>\n",
+       "\t<text x=\"690\" y=\"726.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">date_de_naissance</text>\n",
+       "\t<text x=\"690\" y=\"744.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">classe</text>\n",
+       "\t<text x=\"690\" y=\"762.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">reponses_questionnaire</text>\n",
+       "</g>\n",
+       "</svg>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.SVG object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "generer_mcd(mcd.auth,seed=4)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/svg+xml": [
+       "<svg xmlns=\"http://www.w3.org/2000/svg\" width=\"825\" height=\"694\" viewBox=\"0 0 825 694\">\n",
+       "<rect x=\"0\" y=\"0\" width=\"825\" height=\"694\" fill=\"none\" stroke=\"none\" stroke-width=\"0\"/>\n",
+       "\n",
+       "<!-- Association DECRIRE -->\n",
+       "<g>\n",
+       "\t<line x1=\"116\" y1=\"80\" x2=\"116\" y2=\"201\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"116\" y1=\"340\" x2=\"116\" y2=\"201\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<g>\n",
+       "\t\t<path d=\"M139 175 a14 14 90 0 1 14 14 V201 h-74 V189 a14 14 90 0 1 14 -14\" fill=\"#b2bba4\" stroke=\"#b2bba4\" stroke-width=\"0\"/>\n",
+       "\t\t<path d=\"M153 201 v12 a14 14 90 0 1 -14 14 H93 a14 14 90 0 1 -14 -14 V201 H74\" fill=\"#ccd6ba\" stroke=\"#ccd6ba\" stroke-width=\"0\"/>\n",
+       "\t\t<rect x=\"79\" y=\"175\" width=\"74\" height=\"52\" fill=\"none\" rx=\"14\" stroke=\"#85956b\" stroke-width=\"1.5\"/>\n",
+       "\t\t<line x1=\"79\" y1=\"201\" x2=\"153\" y2=\"201\" stroke=\"#85956b\" stroke-width=\"1\"/>\n",
+       "\t\t<text x=\"86\" y=\"193.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">decrire</text>\n",
+       "\t</g>\n",
+       "\t<text x=\"121\" y=\"149\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "\t<text x=\"121\" y=\"297\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">1,1</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Association POSSESER -->\n",
+       "<g>\n",
+       "\t<line x1=\"525\" y1=\"340\" x2=\"525\" y2=\"201\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"525\" y1=\"80\" x2=\"525\" y2=\"201\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<g>\n",
+       "\t\t<path d=\"M552 175 a14 14 90 0 1 14 14 V201 h-82 V189 a14 14 90 0 1 14 -14\" fill=\"#b2bba4\" stroke=\"#b2bba4\" stroke-width=\"0\"/>\n",
+       "\t\t<path d=\"M566 201 v12 a14 14 90 0 1 -14 14 H498 a14 14 90 0 1 -14 -14 V201 H82\" fill=\"#ccd6ba\" stroke=\"#ccd6ba\" stroke-width=\"0\"/>\n",
+       "\t\t<rect x=\"484\" y=\"175\" width=\"82\" height=\"52\" fill=\"none\" rx=\"14\" stroke=\"#85956b\" stroke-width=\"1.5\"/>\n",
+       "\t\t<line x1=\"484\" y1=\"201\" x2=\"566\" y2=\"201\" stroke=\"#85956b\" stroke-width=\"1\"/>\n",
+       "\t\t<text x=\"491\" y=\"193.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">posséser</text>\n",
+       "\t</g>\n",
+       "\t<text x=\"530\" y=\"243\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">1,1</text>\n",
+       "\t<text x=\"530\" y=\"167\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Association REALISER -->\n",
+       "<g>\n",
+       "\t<line x1=\"525\" y1=\"569\" x2=\"306\" y2=\"340\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"116\" y1=\"340\" x2=\"306\" y2=\"340\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"525\" y1=\"340\" x2=\"306\" y2=\"340\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"525\" y1=\"80\" x2=\"306\" y2=\"340\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<g>\n",
+       "\t\t<path d=\"M363 314 a14 14 90 0 1 14 14 V340 h-142 V328 a14 14 90 0 1 14 -14\" fill=\"#b2bba4\" stroke=\"#b2bba4\" stroke-width=\"0\"/>\n",
+       "\t\t<path d=\"M377 340 v12 a14 14 90 0 1 -14 14 H249 a14 14 90 0 1 -14 -14 V340 H142\" fill=\"#ccd6ba\" stroke=\"#ccd6ba\" stroke-width=\"0\"/>\n",
+       "\t\t<rect x=\"235\" y=\"314\" width=\"142\" height=\"52\" fill=\"none\" rx=\"14\" stroke=\"#85956b\" stroke-width=\"1.5\"/>\n",
+       "\t\t<line x1=\"235\" y1=\"340\" x2=\"377\" y2=\"340\" stroke=\"#85956b\" stroke-width=\"1\"/>\n",
+       "\t\t<text x=\"272\" y=\"332.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">réaliser</text>\n",
+       "\t\t<text x=\"242\" y=\"358.6\" fill=\"#607734\" font-family=\"Courier New\" font-size=\"14\">points accordés</text>\n",
+       "\t</g>\n",
+       "\t<text x=\"411\" y=\"488.23\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "\t<text x=\"207\" y=\"356\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "\t<text x=\"382\" y=\"356\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">1,1</text>\n",
+       "\t<text x=\"463.98\" y=\"167\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Association AJOUTER -->\n",
+       "<g>\n",
+       "\t<line x1=\"525\" y1=\"569\" x2=\"730\" y2=\"340\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"730\" y1=\"569\" x2=\"730\" y2=\"340\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"525\" y1=\"340\" x2=\"730\" y2=\"340\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"525\" y1=\"80\" x2=\"730\" y2=\"340\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<g>\n",
+       "\t\t<path d=\"M753 314 a14 14 90 0 1 14 14 V340 h-74 V328 a14 14 90 0 1 14 -14\" fill=\"#b2bba4\" stroke=\"#b2bba4\" stroke-width=\"0\"/>\n",
+       "\t\t<path d=\"M767 340 v12 a14 14 90 0 1 -14 14 H707 a14 14 90 0 1 -14 -14 V340 H74\" fill=\"#ccd6ba\" stroke=\"#ccd6ba\" stroke-width=\"0\"/>\n",
+       "\t\t<rect x=\"693\" y=\"314\" width=\"74\" height=\"52\" fill=\"none\" rx=\"14\" stroke=\"#85956b\" stroke-width=\"1.5\"/>\n",
+       "\t\t<line x1=\"693\" y1=\"340\" x2=\"767\" y2=\"340\" stroke=\"#85956b\" stroke-width=\"1\"/>\n",
+       "\t\t<text x=\"700\" y=\"332.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">ajouter</text>\n",
+       "\t</g>\n",
+       "\t<text x=\"616\" y=\"482.41\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "\t<text x=\"735\" y=\"526\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "\t<text x=\"645\" y=\"356\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">1,1</text>\n",
+       "\t<text x=\"558.88\" y=\"167\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity FICHE_ACTIVITE -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"9\" y=\"27\" width=\"214\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"9\" y=\"53\" width=\"214\" height=\"80\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"9\" y=\"27\" width=\"214\" height=\"106\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"9\" y1=\"53\" x2=\"223\" y2=\"53\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"57\" y=\"45.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">fiche_activité</text>\n",
+       "\t<text x=\"14\" y=\"71.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">id_fiche</text>\n",
+       "\t<line x1=\"14\" y1=\"74\" x2=\"82\" y2=\"74\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"14\" y=\"89.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">comp_travaillé</text>\n",
+       "\t<text x=\"14\" y=\"107.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">pourquoi_travailler_comp</text>\n",
+       "\t<text x=\"14\" y=\"125.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">variantes</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity APPRENANT -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"427\" y=\"9\" width=\"196\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"427\" y=\"35\" width=\"196\" height=\"116\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"427\" y=\"9\" width=\"196\" height=\"142\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"427\" y1=\"35\" x2=\"623\" y2=\"35\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"487\" y=\"27.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">apprenant</text>\n",
+       "\t<text x=\"432\" y=\"53.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">id_apprenant</text>\n",
+       "\t<line x1=\"432\" y1=\"56\" x2=\"534\" y2=\"56\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"432\" y=\"71.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">nom</text>\n",
+       "\t<text x=\"432\" y=\"89.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">prenom</text>\n",
+       "\t<text x=\"432\" y=\"107.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">date_de_naissance</text>\n",
+       "\t<text x=\"432\" y=\"125.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">classe</text>\n",
+       "\t<text x=\"432\" y=\"143.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">reponses_questionnaire</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity ACTIVITE -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"30\" y=\"305\" width=\"172\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"30\" y=\"331\" width=\"172\" height=\"44\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"30\" y=\"305\" width=\"172\" height=\"70\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"30\" y1=\"331\" x2=\"202\" y2=\"331\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"82\" y=\"323.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">activité</text>\n",
+       "\t<text x=\"35\" y=\"349.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">id_activité</text>\n",
+       "\t<line x1=\"35\" y1=\"352\" x2=\"129\" y2=\"352\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"35\" y=\"367.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">caracteristiques ia</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity HISTORIQUE_ACTIVITE -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"410\" y=\"251\" width=\"230\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"410\" y=\"277\" width=\"230\" height=\"152\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"410\" y=\"251\" width=\"230\" height=\"178\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"410\" y1=\"277\" x2=\"640\" y2=\"277\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"445\" y=\"269.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">historique_activité</text>\n",
+       "\t<text x=\"415\" y=\"295.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">id</text>\n",
+       "\t<line x1=\"415\" y1=\"298\" x2=\"433\" y2=\"298\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"415\" y=\"313.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">durée</text>\n",
+       "\t<text x=\"415\" y=\"331.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">date de réalisation</text>\n",
+       "\t<text x=\"415\" y=\"349.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">note difficulté</text>\n",
+       "\t<text x=\"415\" y=\"367.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">note plaisir</text>\n",
+       "\t<text x=\"415\" y=\"385.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">note concentration</text>\n",
+       "\t<text x=\"415\" y=\"403.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">note durée</text>\n",
+       "\t<text x=\"415\" y=\"421.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">activité proposée par algo</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity COMPTE -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"439\" y=\"453\" width=\"172\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"439\" y=\"479\" width=\"172\" height=\"206\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"439\" y=\"453\" width=\"172\" height=\"232\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"439\" y1=\"479\" x2=\"611\" y2=\"479\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"499\" y=\"471.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">compte</text>\n",
+       "\t<text x=\"444\" y=\"497.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">login</text>\n",
+       "\t<line x1=\"444\" y1=\"500\" x2=\"487\" y2=\"500\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"444\" y=\"515.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">email</text>\n",
+       "\t<text x=\"444\" y=\"533.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">password</text>\n",
+       "\t<text x=\"444\" y=\"551.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">état</text>\n",
+       "\t<text x=\"444\" y=\"569.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">date_de_derniere_co</text>\n",
+       "\t<text x=\"444\" y=\"587.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">nom</text>\n",
+       "\t<text x=\"444\" y=\"605.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">prenom</text>\n",
+       "\t<text x=\"444\" y=\"623.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">mobile</text>\n",
+       "\t<text x=\"444\" y=\"641.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">date_de_création</text>\n",
+       "\t<text x=\"444\" y=\"659.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">moyen_paiement</text>\n",
+       "\t<text x=\"444\" y=\"677.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">est_connecté</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity ACTIVITE_AJOUTEE -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"644\" y=\"534\" width=\"172\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"644\" y=\"560\" width=\"172\" height=\"44\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"644\" y=\"534\" width=\"172\" height=\"70\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"644\" y1=\"560\" x2=\"816\" y2=\"560\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"662\" y=\"552.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">activité_ajoutee</text>\n",
+       "\t<text x=\"649\" y=\"578.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">titre</text>\n",
+       "\t<line x1=\"649\" y1=\"581\" x2=\"692\" y2=\"581\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"649\" y=\"596.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">caracteristiques ia</text>\n",
+       "</g>\n",
+       "</svg>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.SVG object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "generer_mcd(mcd.activites,seed=2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/svg+xml": [
+       "<svg xmlns=\"http://www.w3.org/2000/svg\" width=\"612\" height=\"384\" viewBox=\"0 0 612 384\">\n",
+       "<rect x=\"0\" y=\"0\" width=\"612\" height=\"384\" fill=\"none\" stroke=\"none\" stroke-width=\"0\"/>\n",
+       "\n",
+       "<!-- Association ETRE3 -->\n",
+       "<g>\n",
+       "\t<line x1=\"263\" y1=\"210\" x2=\"263\" y2=\"62\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"428\" y1=\"62\" x2=\"263\" y2=\"62\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<g>\n",
+       "\t\t<path d=\"M274 36 a14 14 90 0 1 14 14 V62 h-50 V50 a14 14 90 0 1 14 -14\" fill=\"#b2bba4\" stroke=\"#b2bba4\" stroke-width=\"0\"/>\n",
+       "\t\t<path d=\"M288 62 v12 a14 14 90 0 1 -14 14 H252 a14 14 90 0 1 -14 -14 V62 H50\" fill=\"#ccd6ba\" stroke=\"#ccd6ba\" stroke-width=\"0\"/>\n",
+       "\t\t<rect x=\"238\" y=\"36\" width=\"50\" height=\"52\" fill=\"none\" rx=\"14\" stroke=\"#85956b\" stroke-width=\"1.5\"/>\n",
+       "\t\t<line x1=\"238\" y1=\"62\" x2=\"288\" y2=\"62\" stroke=\"#85956b\" stroke-width=\"1\"/>\n",
+       "\t\t<text x=\"246\" y=\"54.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">etre</text>\n",
+       "\t</g>\n",
+       "\t<text x=\"268\" y=\"131\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "\t<text x=\"293\" y=\"78\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">1,1</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Association ETRE2 -->\n",
+       "<g>\n",
+       "\t<line x1=\"263\" y1=\"210\" x2=\"107\" y2=\"210\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"107\" y1=\"340\" x2=\"107\" y2=\"210\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<g>\n",
+       "\t\t<path d=\"M118 184 a14 14 90 0 1 14 14 V210 h-50 V198 a14 14 90 0 1 14 -14\" fill=\"#b2bba4\" stroke=\"#b2bba4\" stroke-width=\"0\"/>\n",
+       "\t\t<path d=\"M132 210 v12 a14 14 90 0 1 -14 14 H96 a14 14 90 0 1 -14 -14 V210 H50\" fill=\"#ccd6ba\" stroke=\"#ccd6ba\" stroke-width=\"0\"/>\n",
+       "\t\t<rect x=\"82\" y=\"184\" width=\"50\" height=\"52\" fill=\"none\" rx=\"14\" stroke=\"#85956b\" stroke-width=\"1.5\"/>\n",
+       "\t\t<line x1=\"82\" y1=\"210\" x2=\"132\" y2=\"210\" stroke=\"#85956b\" stroke-width=\"1\"/>\n",
+       "\t\t<text x=\"90\" y=\"202.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">etre</text>\n",
+       "\t</g>\n",
+       "\t<text x=\"149\" y=\"226\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "\t<text x=\"112\" y=\"297\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">1,1</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Association CONTENIR -->\n",
+       "<g>\n",
+       "\t<line x1=\"568\" y1=\"210\" x2=\"428\" y2=\"210\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"263\" y1=\"210\" x2=\"428\" y2=\"210\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<g>\n",
+       "\t\t<path d=\"M455 184 a14 14 90 0 1 14 14 V210 h-82 V198 a14 14 90 0 1 14 -14\" fill=\"#b2bba4\" stroke=\"#b2bba4\" stroke-width=\"0\"/>\n",
+       "\t\t<path d=\"M469 210 v12 a14 14 90 0 1 -14 14 H401 a14 14 90 0 1 -14 -14 V210 H82\" fill=\"#ccd6ba\" stroke=\"#ccd6ba\" stroke-width=\"0\"/>\n",
+       "\t\t<rect x=\"387\" y=\"184\" width=\"82\" height=\"52\" fill=\"none\" rx=\"14\" stroke=\"#85956b\" stroke-width=\"1.5\"/>\n",
+       "\t\t<line x1=\"387\" y1=\"210\" x2=\"469\" y2=\"210\" stroke=\"#85956b\" stroke-width=\"1\"/>\n",
+       "\t\t<text x=\"394\" y=\"202.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">contenir</text>\n",
+       "\t</g>\n",
+       "\t<text x=\"505\" y=\"226\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "\t<text x=\"354\" y=\"226\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Association ETRE1 -->\n",
+       "<g>\n",
+       "\t<line x1=\"263\" y1=\"210\" x2=\"263\" y2=\"340\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"428\" y1=\"340\" x2=\"263\" y2=\"340\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<g>\n",
+       "\t\t<path d=\"M274 314 a14 14 90 0 1 14 14 V340 h-50 V328 a14 14 90 0 1 14 -14\" fill=\"#b2bba4\" stroke=\"#b2bba4\" stroke-width=\"0\"/>\n",
+       "\t\t<path d=\"M288 340 v12 a14 14 90 0 1 -14 14 H252 a14 14 90 0 1 -14 -14 V340 H50\" fill=\"#ccd6ba\" stroke=\"#ccd6ba\" stroke-width=\"0\"/>\n",
+       "\t\t<rect x=\"238\" y=\"314\" width=\"50\" height=\"52\" fill=\"none\" rx=\"14\" stroke=\"#85956b\" stroke-width=\"1.5\"/>\n",
+       "\t\t<line x1=\"238\" y1=\"340\" x2=\"288\" y2=\"340\" stroke=\"#85956b\" stroke-width=\"1\"/>\n",
+       "\t\t<text x=\"246\" y=\"332.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">etre</text>\n",
+       "\t</g>\n",
+       "\t<text x=\"268\" y=\"297\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "\t<text x=\"302\" y=\"356\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">1,1</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity FICHE_ACTIVITE -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"321\" y=\"9\" width=\"214\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"321\" y=\"35\" width=\"214\" height=\"80\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"321\" y=\"9\" width=\"214\" height=\"106\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"321\" y1=\"35\" x2=\"535\" y2=\"35\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"369\" y=\"27.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">fiche_activité</text>\n",
+       "\t<text x=\"326\" y=\"53.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">id_fiche</text>\n",
+       "\t<line x1=\"326\" y1=\"56\" x2=\"394\" y2=\"56\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"326\" y=\"71.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">comp_travaillé</text>\n",
+       "\t<text x=\"326\" y=\"89.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">pourquoi_travailler_comp</text>\n",
+       "\t<text x=\"326\" y=\"107.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">variantes</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity RESSOURCE -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"177\" y=\"139\" width=\"172\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"177\" y=\"165\" width=\"172\" height=\"116\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"177\" y=\"139\" width=\"172\" height=\"142\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"177\" y1=\"165\" x2=\"349\" y2=\"165\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"225\" y=\"157.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">Ressource</text>\n",
+       "\t<text x=\"182\" y=\"183.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">id_ress</text>\n",
+       "\t<line x1=\"182\" y1=\"186\" x2=\"242\" y2=\"186\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"182\" y=\"201.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">titre</text>\n",
+       "\t<text x=\"182\" y=\"219.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">description</text>\n",
+       "\t<text x=\"182\" y=\"237.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">date_de_publication</text>\n",
+       "\t<text x=\"182\" y=\"255.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">type</text>\n",
+       "\t<text x=\"182\" y=\"273.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">niveau_d_access</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity MOT_CLE -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"533\" y=\"184\" width=\"70\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"533\" y=\"210\" width=\"70\" height=\"26\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"533\" y=\"184\" width=\"70\" height=\"52\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"533\" y1=\"210\" x2=\"603\" y2=\"210\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"538\" y=\"202.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">mot_clé</text>\n",
+       "\t<text x=\"538\" y=\"228.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">mot</text>\n",
+       "\t<line x1=\"538\" y1=\"231\" x2=\"564\" y2=\"231\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity ARTICLE -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"9\" y=\"305\" width=\"196\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"9\" y=\"331\" width=\"196\" height=\"44\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"9\" y=\"305\" width=\"196\" height=\"70\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"9\" y1=\"331\" x2=\"205\" y2=\"331\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"77\" y=\"323.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">article</text>\n",
+       "\t<text x=\"14\" y=\"349.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">id_article</text>\n",
+       "\t<line x1=\"14\" y1=\"352\" x2=\"99\" y2=\"352\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"14\" y=\"367.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">lien_vers_site_externe</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity VIDEO -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"330\" y=\"305\" width=\"196\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"330\" y=\"331\" width=\"196\" height=\"44\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"330\" y=\"305\" width=\"196\" height=\"70\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"330\" y1=\"331\" x2=\"526\" y2=\"331\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"407\" y=\"323.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">vidéo</text>\n",
+       "\t<text x=\"335\" y=\"349.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">id_video</text>\n",
+       "\t<line x1=\"335\" y1=\"352\" x2=\"403\" y2=\"352\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"335\" y=\"367.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">lien_vers_site_externe</text>\n",
+       "</g>\n",
+       "</svg>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.SVG object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "generer_mcd(mcd.ressources,seed=2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/svg+xml": [
+       "<svg xmlns=\"http://www.w3.org/2000/svg\" width=\"773\" height=\"377\" viewBox=\"0 0 773 377\">\n",
+       "<rect x=\"0\" y=\"0\" width=\"773\" height=\"377\" fill=\"none\" stroke=\"none\" stroke-width=\"0\"/>\n",
+       "\n",
+       "<!-- Association REALISER2 -->\n",
+       "<g>\n",
+       "\t<line x1=\"95\" y1=\"193\" x2=\"317\" y2=\"53\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"494\" y1=\"53\" x2=\"317\" y2=\"53\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"317\" y1=\"193\" x2=\"317\" y2=\"53\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"666\" y1=\"193\" x2=\"317\" y2=\"53\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<g>\n",
+       "\t\t<path d=\"M344 27 a14 14 90 0 1 14 14 V53 h-82 V41 a14 14 90 0 1 14 -14\" fill=\"#b2bba4\" stroke=\"#b2bba4\" stroke-width=\"0\"/>\n",
+       "\t\t<path d=\"M358 53 v12 a14 14 90 0 1 -14 14 H290 a14 14 90 0 1 -14 -14 V53 H82\" fill=\"#ccd6ba\" stroke=\"#ccd6ba\" stroke-width=\"0\"/>\n",
+       "\t\t<rect x=\"276\" y=\"27\" width=\"82\" height=\"52\" fill=\"none\" rx=\"14\" stroke=\"#85956b\" stroke-width=\"1.5\"/>\n",
+       "\t\t<line x1=\"276\" y1=\"53\" x2=\"358\" y2=\"53\" stroke=\"#85956b\" stroke-width=\"1\"/>\n",
+       "\t\t<text x=\"283\" y=\"45.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">réaliser</text>\n",
+       "\t</g>\n",
+       "\t<text x=\"186\" y=\"149.9\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "\t<text x=\"368\" y=\"69\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "\t<text x=\"322\" y=\"123\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">1,1</text>\n",
+       "\t<text x=\"540\" y=\"166.55\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Association POSSESER1 -->\n",
+       "<g>\n",
+       "\t<line x1=\"317\" y1=\"193\" x2=\"494\" y2=\"193\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"666\" y1=\"193\" x2=\"494\" y2=\"193\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<g>\n",
+       "\t\t<path d=\"M521 167 a14 14 90 0 1 14 14 V193 h-82 V181 a14 14 90 0 1 14 -14\" fill=\"#b2bba4\" stroke=\"#b2bba4\" stroke-width=\"0\"/>\n",
+       "\t\t<path d=\"M535 193 v12 a14 14 90 0 1 -14 14 H467 a14 14 90 0 1 -14 -14 V193 H82\" fill=\"#ccd6ba\" stroke=\"#ccd6ba\" stroke-width=\"0\"/>\n",
+       "\t\t<rect x=\"453\" y=\"167\" width=\"82\" height=\"52\" fill=\"none\" rx=\"14\" stroke=\"#85956b\" stroke-width=\"1.5\"/>\n",
+       "\t\t<line x1=\"453\" y1=\"193\" x2=\"535\" y2=\"193\" stroke=\"#85956b\" stroke-width=\"1\"/>\n",
+       "\t\t<text x=\"460\" y=\"185.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">posséser</text>\n",
+       "\t</g>\n",
+       "\t<text x=\"425\" y=\"209\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">1,1</text>\n",
+       "\t<text x=\"540\" y=\"209\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Association REALISER1 -->\n",
+       "<g>\n",
+       "\t<line x1=\"95\" y1=\"193\" x2=\"317\" y2=\"333\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"494\" y1=\"333\" x2=\"317\" y2=\"333\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"317\" y1=\"193\" x2=\"317\" y2=\"333\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"666\" y1=\"193\" x2=\"317\" y2=\"333\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<g>\n",
+       "\t\t<path d=\"M344 307 a14 14 90 0 1 14 14 V333 h-82 V321 a14 14 90 0 1 14 -14\" fill=\"#b2bba4\" stroke=\"#b2bba4\" stroke-width=\"0\"/>\n",
+       "\t\t<path d=\"M358 333 v12 a14 14 90 0 1 -14 14 H290 a14 14 90 0 1 -14 -14 V333 H82\" fill=\"#ccd6ba\" stroke=\"#ccd6ba\" stroke-width=\"0\"/>\n",
+       "\t\t<rect x=\"276\" y=\"307\" width=\"82\" height=\"52\" fill=\"none\" rx=\"14\" stroke=\"#85956b\" stroke-width=\"1.5\"/>\n",
+       "\t\t<line x1=\"276\" y1=\"333\" x2=\"358\" y2=\"333\" stroke=\"#85956b\" stroke-width=\"1\"/>\n",
+       "\t\t<text x=\"283\" y=\"325.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">réaliser</text>\n",
+       "\t</g>\n",
+       "\t<text x=\"186\" y=\"244.1\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "\t<text x=\"380\" y=\"349\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "\t<text x=\"322\" y=\"271\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">1,1</text>\n",
+       "\t<text x=\"540\" y=\"227.45\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity TEST_DE_POSITIONNEMENT -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"396\" y=\"9\" width=\"196\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"396\" y=\"35\" width=\"196\" height=\"62\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"396\" y=\"9\" width=\"196\" height=\"88\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"396\" y1=\"35\" x2=\"592\" y2=\"35\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"401\" y=\"27.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">test_de_positionnement</text>\n",
+       "\t<text x=\"401\" y=\"53.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">id_testpos</text>\n",
+       "\t<line x1=\"401\" y1=\"56\" x2=\"486\" y2=\"56\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"401\" y=\"71.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">consigne</text>\n",
+       "\t<text x=\"401\" y=\"89.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">caracteristiques ia</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity COMPTE -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"9\" y=\"77\" width=\"172\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"9\" y=\"103\" width=\"172\" height=\"206\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"9\" y=\"77\" width=\"172\" height=\"232\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"9\" y1=\"103\" x2=\"181\" y2=\"103\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"69\" y=\"95.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">compte</text>\n",
+       "\t<text x=\"14\" y=\"121.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">login</text>\n",
+       "\t<line x1=\"14\" y1=\"124\" x2=\"57\" y2=\"124\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"14\" y=\"139.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">email</text>\n",
+       "\t<text x=\"14\" y=\"157.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">password</text>\n",
+       "\t<text x=\"14\" y=\"175.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">état</text>\n",
+       "\t<text x=\"14\" y=\"193.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">date_de_derniere_co</text>\n",
+       "\t<text x=\"14\" y=\"211.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">nom</text>\n",
+       "\t<text x=\"14\" y=\"229.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">prenom</text>\n",
+       "\t<text x=\"14\" y=\"247.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">mobile</text>\n",
+       "\t<text x=\"14\" y=\"265.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">date_de_création</text>\n",
+       "\t<text x=\"14\" y=\"283.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">moyen_paiement</text>\n",
+       "\t<text x=\"14\" y=\"301.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">est_connecté</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity HISTORIQUE_TEST -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"214\" y=\"131\" width=\"206\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"214\" y=\"157\" width=\"206\" height=\"98\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"214\" y=\"131\" width=\"206\" height=\"124\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"214\" y1=\"157\" x2=\"420\" y2=\"157\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"254\" y=\"149.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">historique_test</text>\n",
+       "\t<text x=\"219\" y=\"175.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">id_entree</text>\n",
+       "\t<line x1=\"219\" y1=\"178\" x2=\"296\" y2=\"178\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"219\" y=\"193.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">durée</text>\n",
+       "\t<text x=\"219\" y=\"211.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">score</text>\n",
+       "\t<text x=\"219\" y=\"229.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">temps de réaction moyen</text>\n",
+       "\t<text x=\"219\" y=\"247.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">date de réalisation</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity APPRENANT -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"568\" y=\"122\" width=\"196\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"568\" y=\"148\" width=\"196\" height=\"116\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"568\" y=\"122\" width=\"196\" height=\"142\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"568\" y1=\"148\" x2=\"764\" y2=\"148\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"628\" y=\"140.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">apprenant</text>\n",
+       "\t<text x=\"573\" y=\"166.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">id_apprenant</text>\n",
+       "\t<line x1=\"573\" y1=\"169\" x2=\"675\" y2=\"169\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"573\" y=\"184.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">nom</text>\n",
+       "\t<text x=\"573\" y=\"202.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">prenom</text>\n",
+       "\t<text x=\"573\" y=\"220.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">date_de_naissance</text>\n",
+       "\t<text x=\"573\" y=\"238.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">classe</text>\n",
+       "\t<text x=\"573\" y=\"256.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">reponses_questionnaire</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity TEST_DE_PROGRESSION -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"408\" y=\"298\" width=\"172\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"408\" y=\"324\" width=\"172\" height=\"44\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"408\" y=\"298\" width=\"172\" height=\"70\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"408\" y1=\"324\" x2=\"580\" y2=\"324\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"414\" y=\"316.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">test_de_progression</text>\n",
+       "\t<text x=\"413\" y=\"342.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">id_testpro</text>\n",
+       "\t<line x1=\"413\" y1=\"345\" x2=\"498\" y2=\"345\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"413\" y=\"360.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">consigne</text>\n",
+       "</g>\n",
+       "</svg>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.SVG object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "generer_mcd(mcd.test,seed=3)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/svg+xml": [
+       "<svg xmlns=\"http://www.w3.org/2000/svg\" width=\"851\" height=\"559\" viewBox=\"0 0 851 559\">\n",
+       "<rect x=\"0\" y=\"0\" width=\"851\" height=\"559\" fill=\"none\" stroke=\"none\" stroke-width=\"0\"/>\n",
+       "\n",
+       "<!-- Association REALISER -->\n",
+       "<g>\n",
+       "\t<line x1=\"95\" y1=\"219\" x2=\"285\" y2=\"219\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"285\" y1=\"44\" x2=\"285\" y2=\"219\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"487\" y1=\"219\" x2=\"285\" y2=\"219\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<g>\n",
+       "\t\t<path d=\"M342 193 a14 14 90 0 1 14 14 V219 h-142 V207 a14 14 90 0 1 14 -14\" fill=\"#b2bba4\" stroke=\"#b2bba4\" stroke-width=\"0\"/>\n",
+       "\t\t<path d=\"M356 219 v12 a14 14 90 0 1 -14 14 H228 a14 14 90 0 1 -14 -14 V219 H142\" fill=\"#ccd6ba\" stroke=\"#ccd6ba\" stroke-width=\"0\"/>\n",
+       "\t\t<rect x=\"214\" y=\"193\" width=\"142\" height=\"52\" fill=\"none\" rx=\"14\" stroke=\"#85956b\" stroke-width=\"1.5\"/>\n",
+       "\t\t<line x1=\"214\" y1=\"219\" x2=\"356\" y2=\"219\" stroke=\"#85956b\" stroke-width=\"1\"/>\n",
+       "\t\t<text x=\"251\" y=\"211.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">réaliser</text>\n",
+       "\t\t<text x=\"221\" y=\"237.6\" fill=\"#607734\" font-family=\"Courier New\" font-size=\"14\">points accordés</text>\n",
+       "\t</g>\n",
+       "\t<text x=\"186\" y=\"235\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "\t<text x=\"290\" y=\"95\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "\t<text x=\"361\" y=\"235\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Association REALISER3 -->\n",
+       "<g>\n",
+       "\t<line x1=\"487\" y1=\"219\" x2=\"659\" y2=\"219\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"659\" y1=\"367\" x2=\"659\" y2=\"219\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<g>\n",
+       "\t\t<path d=\"M686 193 a14 14 90 0 1 14 14 V219 h-82 V207 a14 14 90 0 1 14 -14\" fill=\"#b2bba4\" stroke=\"#b2bba4\" stroke-width=\"0\"/>\n",
+       "\t\t<path d=\"M700 219 v12 a14 14 90 0 1 -14 14 H632 a14 14 90 0 1 -14 -14 V219 H82\" fill=\"#ccd6ba\" stroke=\"#ccd6ba\" stroke-width=\"0\"/>\n",
+       "\t\t<rect x=\"618\" y=\"193\" width=\"82\" height=\"52\" fill=\"none\" rx=\"14\" stroke=\"#85956b\" stroke-width=\"1.5\"/>\n",
+       "\t\t<line x1=\"618\" y1=\"219\" x2=\"700\" y2=\"219\" stroke=\"#85956b\" stroke-width=\"1\"/>\n",
+       "\t\t<text x=\"625\" y=\"211.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">réaliser</text>\n",
+       "\t</g>\n",
+       "\t<text x=\"590\" y=\"235\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "\t<text x=\"664\" y=\"306\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Association ATTEINDRE -->\n",
+       "<g>\n",
+       "\t<line x1=\"487\" y1=\"219\" x2=\"487\" y2=\"367\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"487\" y1=\"497\" x2=\"487\" y2=\"367\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<g>\n",
+       "\t\t<path d=\"M519 341 a14 14 90 0 1 14 14 V367 h-92 V355 a14 14 90 0 1 14 -14\" fill=\"#b2bba4\" stroke=\"#b2bba4\" stroke-width=\"0\"/>\n",
+       "\t\t<path d=\"M533 367 v12 a14 14 90 0 1 -14 14 H455 a14 14 90 0 1 -14 -14 V367 H92\" fill=\"#ccd6ba\" stroke=\"#ccd6ba\" stroke-width=\"0\"/>\n",
+       "\t\t<rect x=\"441\" y=\"341\" width=\"92\" height=\"52\" fill=\"none\" rx=\"14\" stroke=\"#85956b\" stroke-width=\"1.5\"/>\n",
+       "\t\t<line x1=\"441\" y1=\"367\" x2=\"533\" y2=\"367\" stroke=\"#85956b\" stroke-width=\"1\"/>\n",
+       "\t\t<text x=\"449\" y=\"359.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">atteindre</text>\n",
+       "\t</g>\n",
+       "\t<text x=\"492\" y=\"306\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "\t<text x=\"492\" y=\"454\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Association DEBLOQUER -->\n",
+       "<g>\n",
+       "\t<line x1=\"659\" y1=\"367\" x2=\"790\" y2=\"367\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"790\" y1=\"497\" x2=\"790\" y2=\"367\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<g>\n",
+       "\t\t<path d=\"M822 341 a14 14 90 0 1 14 14 V367 h-92 V355 a14 14 90 0 1 14 -14\" fill=\"#b2bba4\" stroke=\"#b2bba4\" stroke-width=\"0\"/>\n",
+       "\t\t<path d=\"M836 367 v12 a14 14 90 0 1 -14 14 H758 a14 14 90 0 1 -14 -14 V367 H92\" fill=\"#ccd6ba\" stroke=\"#ccd6ba\" stroke-width=\"0\"/>\n",
+       "\t\t<rect x=\"744\" y=\"341\" width=\"92\" height=\"52\" fill=\"none\" rx=\"14\" stroke=\"#85956b\" stroke-width=\"1.5\"/>\n",
+       "\t\t<line x1=\"744\" y1=\"367\" x2=\"836\" y2=\"367\" stroke=\"#85956b\" stroke-width=\"1\"/>\n",
+       "\t\t<text x=\"752\" y=\"359.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">debloquer</text>\n",
+       "\t</g>\n",
+       "\t<text x=\"716\" y=\"383\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "\t<text x=\"795\" y=\"436\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">1,1</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Association DEBLOQUER1 -->\n",
+       "<g>\n",
+       "\t<line x1=\"487\" y1=\"497\" x2=\"659\" y2=\"497\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<line x1=\"790\" y1=\"497\" x2=\"659\" y2=\"497\" stroke=\"#726f83\" stroke-width=\"1\"/>\n",
+       "\t<g>\n",
+       "\t\t<path d=\"M691 471 a14 14 90 0 1 14 14 V497 h-92 V485 a14 14 90 0 1 14 -14\" fill=\"#b2bba4\" stroke=\"#b2bba4\" stroke-width=\"0\"/>\n",
+       "\t\t<path d=\"M705 497 v12 a14 14 90 0 1 -14 14 H627 a14 14 90 0 1 -14 -14 V497 H92\" fill=\"#ccd6ba\" stroke=\"#ccd6ba\" stroke-width=\"0\"/>\n",
+       "\t\t<rect x=\"613\" y=\"471\" width=\"92\" height=\"52\" fill=\"none\" rx=\"14\" stroke=\"#85956b\" stroke-width=\"1.5\"/>\n",
+       "\t\t<line x1=\"613\" y1=\"497\" x2=\"705\" y2=\"497\" stroke=\"#85956b\" stroke-width=\"1\"/>\n",
+       "\t\t<text x=\"621\" y=\"489.6\" fill=\"#27360c\" font-family=\"Courier New\" font-size=\"14\">debloquer</text>\n",
+       "\t</g>\n",
+       "\t<text x=\"565\" y=\"513\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">0,N</text>\n",
+       "\t<text x=\"710\" y=\"513\" fill=\"#726f83\" font-family=\"Courier New\" font-size=\"12\">1,1</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity ACTIVITE -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"199\" y=\"9\" width=\"172\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"199\" y=\"35\" width=\"172\" height=\"44\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"199\" y=\"9\" width=\"172\" height=\"70\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"199\" y1=\"35\" x2=\"371\" y2=\"35\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"251\" y=\"27.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">activité</text>\n",
+       "\t<text x=\"204\" y=\"53.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">id_activité</text>\n",
+       "\t<line x1=\"204\" y1=\"56\" x2=\"298\" y2=\"56\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"204\" y=\"71.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">caracteristiques ia</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity COMPTE -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"9\" y=\"103\" width=\"172\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"9\" y=\"129\" width=\"172\" height=\"206\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"9\" y=\"103\" width=\"172\" height=\"232\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"9\" y1=\"129\" x2=\"181\" y2=\"129\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"69\" y=\"121.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">compte</text>\n",
+       "\t<text x=\"14\" y=\"147.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">login</text>\n",
+       "\t<line x1=\"14\" y1=\"150\" x2=\"57\" y2=\"150\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"14\" y=\"165.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">email</text>\n",
+       "\t<text x=\"14\" y=\"183.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">password</text>\n",
+       "\t<text x=\"14\" y=\"201.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">état</text>\n",
+       "\t<text x=\"14\" y=\"219.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">date_de_derniere_co</text>\n",
+       "\t<text x=\"14\" y=\"237.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">nom</text>\n",
+       "\t<text x=\"14\" y=\"255.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">prenom</text>\n",
+       "\t<text x=\"14\" y=\"273.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">mobile</text>\n",
+       "\t<text x=\"14\" y=\"291.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">date_de_création</text>\n",
+       "\t<text x=\"14\" y=\"309.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">moyen_paiement</text>\n",
+       "\t<text x=\"14\" y=\"327.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">est_connecté</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity APPRENANT -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"389\" y=\"148\" width=\"196\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"389\" y=\"174\" width=\"196\" height=\"116\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"389\" y=\"148\" width=\"196\" height=\"142\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"389\" y1=\"174\" x2=\"585\" y2=\"174\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"449\" y=\"166.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">apprenant</text>\n",
+       "\t<text x=\"394\" y=\"192.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">id_apprenant</text>\n",
+       "\t<line x1=\"394\" y1=\"195\" x2=\"496\" y2=\"195\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"394\" y=\"210.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">nom</text>\n",
+       "\t<text x=\"394\" y=\"228.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">prenom</text>\n",
+       "\t<text x=\"394\" y=\"246.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">date_de_naissance</text>\n",
+       "\t<text x=\"394\" y=\"264.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">classe</text>\n",
+       "\t<text x=\"394\" y=\"282.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">reponses_questionnaire</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity DEFI -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"607\" y=\"314\" width=\"104\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"607\" y=\"340\" width=\"104\" height=\"80\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"607\" y=\"314\" width=\"104\" height=\"106\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"607\" y1=\"340\" x2=\"711\" y2=\"340\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"642\" y=\"332.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">defi</text>\n",
+       "\t<text x=\"612\" y=\"358.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">id_defi</text>\n",
+       "\t<line x1=\"612\" y1=\"361\" x2=\"672\" y2=\"361\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"612\" y=\"376.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">nom</text>\n",
+       "\t<text x=\"612\" y=\"394.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">objectif</text>\n",
+       "\t<text x=\"612\" y=\"412.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">date limite</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity PALIER -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"414\" y=\"462\" width=\"146\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"414\" y=\"488\" width=\"146\" height=\"44\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"414\" y=\"462\" width=\"146\" height=\"70\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"414\" y1=\"488\" x2=\"560\" y2=\"488\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"461\" y=\"480.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">palier</text>\n",
+       "\t<text x=\"419\" y=\"506.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">id_palier</text>\n",
+       "\t<line x1=\"419\" y1=\"509\" x2=\"496\" y2=\"509\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"419\" y=\"524.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">nombre de points</text>\n",
+       "</g>\n",
+       "\n",
+       "<!-- Entity BADGE -->\n",
+       "<g>\n",
+       "\t<g>\n",
+       "\t\t<rect x=\"738\" y=\"444\" width=\"104\" height=\"26\" fill=\"#97b8ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"738\" y=\"470\" width=\"104\" height=\"80\" fill=\"#c0d4ff\" stroke=\"none\" stroke-width=\"0\" opacity=\"1\"/>\n",
+       "\t\t<rect x=\"738\" y=\"444\" width=\"104\" height=\"106\" fill=\"none\" stroke=\"#578dff\" stroke-width=\"1.5\" opacity=\"1\"/>\n",
+       "\t\t<line x1=\"738\" y1=\"470\" x2=\"842\" y2=\"470\" stroke=\"#578dff\" stroke-width=\"1\"/>\n",
+       "\t</g>\n",
+       "\t<text x=\"769\" y=\"462.6\" fill=\"#131114\" font-family=\"Courier New\" font-size=\"14\">badge</text>\n",
+       "\t<text x=\"743\" y=\"488.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">id_badge</text>\n",
+       "\t<line x1=\"743\" y1=\"491\" x2=\"811\" y2=\"491\" stroke=\"#3e3c42\" stroke-width=\"1\"/>\n",
+       "\t<text x=\"743\" y=\"506.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">nom</text>\n",
+       "\t<text x=\"743\" y=\"524.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">description</text>\n",
+       "\t<text x=\"743\" y=\"542.6\" fill=\"#3e3c42\" font-family=\"Courier New\" font-size=\"14\">image</text>\n",
+       "</g>\n",
+       "</svg>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.SVG object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "generer_mcd(mcd.recompenses,seed=3)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def generer_mmd(domaine:str):\n",
+    "    \"\"\"\n",
+    "    Genère un graphe Mermaid Crowfoot notation à partir d'un domaine exprimé en MCD mocodo.\n",
+    "    \n",
+    "    :param domaine: Le domaine exprimé en MCD mocodo\n",
+    "    :type domaine: str\n",
+    "    \"\"\"\n",
+    "\n",
+    "    return mocodo(f\"\"\"\n",
+    "    %mocodo --colors ocean -t crow:mmd\n",
+    "    {domaine}\n",
+    "    \"\"\")\n",
+    "    "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/markdown": [
+       "\n",
+       "<div style=\"position: relative; height: 3ex; background-color: transparent\">\n",
+       "<hr style=\"margin: 1ex 0 0 0; border-top: 1px solid #BBB\">\n",
+       "<span style=\"position: absolute; right: 0; color: #BBB\">\n",
+       "<tt>\n",
+       "mocodo_notebook/sandbox_erd_crow.mmd\n",
+       "</tt>\n",
+       "</span>\n",
+       "</div>\n"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "```mmd\n",
+       "erDiagram\n",
+       "  licence {\n",
+       "    TYPE cle PK\n",
+       "    TYPE date_utilisation\n",
+       "  }\n",
+       "  promotion {\n",
+       "    TYPE code PK\n",
+       "    TYPE date_de_creation\n",
+       "    TYPE duree_reduction\n",
+       "    TYPE reduction\n",
+       "    TYPE conditions\n",
+       "  }\n",
+       "  abonnement {\n",
+       "    TYPE nom_abonnement PK\n",
+       "    TYPE prix\n",
+       "    TYPE date_de_debut\n",
+       "    TYPE date_de_fin\n",
+       "  }\n",
+       "  droit {\n",
+       "    TYPE id_droit PK\n",
+       "    TYPE niveau_d_access\n",
+       "    TYPE nb_profil_cree\n",
+       "    TYPE nb_user_invite\n",
+       "    TYPE peut_modifier_profil\n",
+       "    TYPE peut_supprimer_profil\n",
+       "    TYPE peut_faire_activite\n",
+       "    TYPE peut_faire_test\n",
+       "    TYPE peut_consulter_hist_activite\n",
+       "    TYPE peut_consulter_hist_test\n",
+       "  }\n",
+       "  questionnaire {\n",
+       "    TYPE id_questionnaire PK\n",
+       "    TYPE forme_rappel\n",
+       "    TYPE disponibilite\n",
+       "    TYPE reponses_questionnaire\n",
+       "  }\n",
+       "  probleme_signale {\n",
+       "    TYPE id_prob PK\n",
+       "    TYPE version_de_l_application\n",
+       "    TYPE support\n",
+       "    TYPE date_du_signalement\n",
+       "    TYPE commentaire\n",
+       "  }\n",
+       "  question_posee {\n",
+       "    TYPE id_quest PK\n",
+       "    TYPE question\n",
+       "  }\n",
+       "  anonyme {\n",
+       "    TYPE id PK\n",
+       "    TYPE email\n",
+       "  }\n",
+       "  inviter {\n",
+       "    TYPE date_invitation PK\n",
+       "    TYPE \n",
+       "  }\n",
+       "  acheter {\n",
+       "    TYPE date_d_achat PK\n",
+       "  }\n",
+       "  activite_ajoutee {\n",
+       "    TYPE titre PK\n",
+       "    TYPE caracteristiques_ia\n",
+       "  }\n",
+       "  historique_activite {\n",
+       "    TYPE id PK\n",
+       "    TYPE duree\n",
+       "    TYPE date_de_realisation\n",
+       "    TYPE note_difficulte\n",
+       "    TYPE note_plaisir\n",
+       "    TYPE note_concentration\n",
+       "    TYPE note_duree\n",
+       "    TYPE activite_proposee_par_algo\n",
+       "    TYPE points_accordes\n",
+       "  }\n",
+       "  palier {\n",
+       "    TYPE id_palier PK\n",
+       "    TYPE nombre_de_points\n",
+       "  }\n",
+       "  defi {\n",
+       "    TYPE id_defi PK\n",
+       "    TYPE nom\n",
+       "    TYPE objectif\n",
+       "    TYPE date_limite\n",
+       "  }\n",
+       "  badge {\n",
+       "    TYPE id_badge PK\n",
+       "    TYPE nom\n",
+       "    TYPE description\n",
+       "    TYPE image\n",
+       "  }\n",
+       "  mot_cle {\n",
+       "    TYPE mot PK\n",
+       "  }\n",
+       "  Ressource {\n",
+       "    TYPE id_ress PK\n",
+       "    TYPE titre\n",
+       "    TYPE description\n",
+       "    TYPE date_de_publication\n",
+       "    TYPE type\n",
+       "    TYPE niveau_d_access\n",
+       "  }\n",
+       "  video {\n",
+       "    TYPE id_video PK\n",
+       "    TYPE lien_vers_site_externe\n",
+       "  }\n",
+       "  article {\n",
+       "    TYPE id_article PK\n",
+       "    TYPE lien_vers_site_externe\n",
+       "  }\n",
+       "  test_de_positionnement {\n",
+       "    TYPE id_testpos PK\n",
+       "    TYPE consigne\n",
+       "    TYPE caracteristiques_ia\n",
+       "  }\n",
+       "  test_de_progression {\n",
+       "    TYPE id_testpro PK\n",
+       "    TYPE consigne\n",
+       "  }\n",
+       "  historique_test {\n",
+       "    TYPE id_entree PK\n",
+       "    TYPE duree\n",
+       "    TYPE score\n",
+       "    TYPE temps_de_reaction_moyen\n",
+       "    TYPE date_de_realisation\n",
+       "  }\n",
+       "  apprenant {\n",
+       "    TYPE id_apprenant PK\n",
+       "    TYPE nom\n",
+       "    TYPE prenom\n",
+       "    TYPE date_de_naissance\n",
+       "    TYPE classe\n",
+       "    TYPE reponses_questionnaire\n",
+       "  }\n",
+       "  compte {\n",
+       "    TYPE login PK\n",
+       "    TYPE email\n",
+       "    TYPE password\n",
+       "    TYPE etat\n",
+       "    TYPE date_de_derniere_co\n",
+       "    TYPE nom\n",
+       "    TYPE prenom\n",
+       "    TYPE mobile\n",
+       "    TYPE date_de_creation\n",
+       "    TYPE moyen_paiement\n",
+       "    TYPE est_connecte\n",
+       "  }\n",
+       "  fiche_activite {\n",
+       "    TYPE id_fiche PK\n",
+       "    TYPE comp_travaille\n",
+       "    TYPE pourquoi_travailler_comp\n",
+       "    TYPE variantes\n",
+       "  }\n",
+       "  activite {\n",
+       "    TYPE id_activite PK\n",
+       "    TYPE caracteristiques_ia\n",
+       "  }\n",
+       "  inviter }o..|| compte: DF\n",
+       "  inviter }o..|| compte: DF\n",
+       "  inviter }o..|| apprenant: DF\n",
+       "  inviter }o..|| droit: DF\n",
+       "  inviter }o..|| licence: DF\n",
+       "  compte }o--o| licence: utiliser\n",
+       "  compte }o--o| questionnaire: repondre\n",
+       "  compte }o--o{ apprenant: creer\n",
+       "  acheter }o..|| compte: DF\n",
+       "  acheter }o..|| promotion: DF\n",
+       "  acheter }o..|| licence: DF\n",
+       "  acheter }o..|| abonnement: DF\n",
+       "  abonnement }o--|| droit: assigner\n",
+       "  question_posee }o--|| anonyme: poser\n",
+       "  question_posee }o--|| compte: poser\n",
+       "  probleme_signale }o--|| anonyme: signaler\n",
+       "  probleme_signale }o--|| compte: signaler\n",
+       "  historique_activite }o--|| compte: realiser\n",
+       "  historique_activite }o--|| activite: realiser\n",
+       "  historique_activite }o--|| apprenant: realiser\n",
+       "  historique_activite }o--|| compte: ajouter\n",
+       "  historique_activite }o--|| activite_ajoutee: ajouter\n",
+       "  historique_activite }o--|| apprenant: ajouter\n",
+       "  historique_activite }o--|| apprenant: posseser\n",
+       "  fiche_activite ||--o{ activite: decrire\n",
+       "  apprenant }o--o{ palier: atteindre\n",
+       "  apprenant }o--o{ defi: realiser\n",
+       "  defi ||--o{ badge: debloquer\n",
+       "  palier ||--o{ badge: debloquer\n",
+       "  mot_cle }o--o{ Ressource: contenir\n",
+       "  Ressource ||--o{ video: etre\n",
+       "  Ressource ||--o{ article: etre\n",
+       "  Ressource ||--o{ fiche_activite: etre\n",
+       "  historique_test }o--|| compte: realiser1\n",
+       "  historique_test }o--|| test_de_progression: realiser1\n",
+       "  historique_test }o--|| apprenant: realiser1\n",
+       "  historique_test }o--|| compte: realiser2\n",
+       "  historique_test }o--|| test_de_positionnement: realiser2\n",
+       "  historique_test }o--|| apprenant: realiser2\n",
+       "  historique_test }o--|| apprenant: posseser\n",
+       "\n",
+       "```"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "generer_mmd(mcd.texte_complet)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "venv",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/mocodo_script.py b/mocodo_script.py
new file mode 100644
index 0000000..5b14413
--- /dev/null
+++ b/mocodo_script.py
@@ -0,0 +1,46 @@
+import mcd_mocodo as mcd
+from mocodo.api import mocodo
+import pathlib
+import os
+
+DOSSIER_DE_SORTIE = "output"
+SUPPRIMER_FICHERTEXTE = True
+SUPPRIMER_GEOJSON = True
+
+domaines = [
+    # (mcd.nom_du_domaine, "nom_du_fichier", seed),
+    (mcd.auth, "auth",4),
+    (mcd.activites, "activites",2),
+    (mcd.ressources, "ressources",2),
+    (mcd.test, "test",3),
+    (mcd.recompenses, "recompenses",3),
+]
+
+def generer_mcd(domaine:str,nom:str,ga:bool=False,seed:float=1):
+    """
+    Generer un graphe MCD à partir d'un domaine exprimé en MCD mocodo
+    
+    :param domaine: Le domaine exprimé en MCD mocodo
+    :type domaine: str
+    :param nom: Le nom du fichier de sortie
+    :type nom: str
+    :param ga: Utiliser l'algorithme génétique pour arranger les entités
+    :type ga: bool
+    :param seed: La graine pour le réarangement des entités, par défaut 1
+    :param seed: int
+
+    :return: None
+    """
+    with open(f"{nom}.mcd", "w") as f:
+        f.write(domaine)
+    result = mocodo(f'-i {nom} --colors ocean -t arrange{":algo=ga" if ga else ""} --seed {seed} --detect_overlaps')
+    print(result)
+    if SUPPRIMER_FICHERTEXTE : pathlib.Path(f"{nom}.mcd").unlink(missing_ok=True)
+    if SUPPRIMER_GEOJSON : pathlib.Path(f"{nom}_geo.json").unlink(missing_ok=True)
+
+if __name__ == "__main__":
+    pathlib.Path(DOSSIER_DE_SORTIE).mkdir(parents=True, exist_ok=True)
+    os.chdir(DOSSIER_DE_SORTIE)
+
+    for mcd_mocodo, nom, seed in domaines:
+        generer_mcd(mcd_mocodo, nom, seed=seed)
diff --git a/requierements.txt b/requierements.txt
new file mode 100644
index 0000000..2f52589
--- /dev/null
+++ b/requierements.txt
@@ -0,0 +1,43 @@
+asttokens==2.4.1
+cairocffi==1.6.1
+CairoSVG==2.7.1
+certifi==2024.2.2
+cffi==1.16.0
+charset-normalizer==3.3.2
+comm==0.2.2
+cssselect2==0.7.0
+debugpy==1.8.1
+decorator==5.1.1
+defusedxml==0.7.1
+executing==2.0.1
+idna==3.6
+ipykernel==6.29.3
+ipython==8.22.2
+jedi==0.19.1
+jupyter_client==8.6.1
+jupyter_core==5.7.2
+matplotlib-inline==0.1.6
+mocodo==4.2.4
+nest-asyncio==1.6.0
+packaging==24.0
+parso==0.8.3
+pexpect==4.9.0
+pillow==10.2.0
+platformdirs==4.2.0
+prompt-toolkit==3.0.43
+psutil==5.9.8
+ptyprocess==0.7.0
+pure-eval==0.2.2
+pycparser==2.21
+Pygments==2.17.2
+python-dateutil==2.9.0.post0
+pyzmq==25.1.2
+requests==2.31.0
+six==1.16.0
+stack-data==0.6.3
+tinycss2==1.2.1
+tornado==6.4
+traitlets==5.14.2
+urllib3==2.2.1
+wcwidth==0.2.13
+webencodings==0.5.1