diff --git a/module3/exo3/exercice_fr.ipynb b/module3/exo3/exercice_fr.ipynb index d98134b25cd45e05513d1fbef860eb5bb865eaaa..81297f4841b4334286399082e3c30f497f9eb5af 100644 --- a/module3/exo3/exercice_fr.ipynb +++ b/module3/exo3/exercice_fr.ipynb @@ -2493,13 +2493,13 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 89, "metadata": {}, "outputs": [], "source": [ "import itertools as it\n", "\n", - "def draw_labeled_multigraph(G, attr_name, ax=None, pos=None, persoCustomDict=None):\n", + "def draw_labeled_multigraph(G, attr_name, ax=None, posCustom=None, persoCustomDict=None):\n", " \"\"\"\n", " Length of connectionstyle must be at least that of a maximum number of edges\n", " between pair of nodes. This number is maximum one-sided connections\n", @@ -2507,38 +2507,57 @@ " \"\"\"\n", " # Works with arc3 and angle3 connectionstyles\n", " connectionstyle = f\"arc3,rad=0.10\"\n", - " if pos is None:\n", - " pos = nx.shell_layout(G)\n", + " # Distribute the positions of the nodes on a kind of circle\n", + " pos = nx.shell_layout(G)\n", + " if posCustom is not None:\n", + " for perso in posCustom:\n", + " pos[perso] = posCustom[perso]\n", " #pos = nx.spring_layout(G)\n", " #pos = nx.nx_agraph.graphviz_layout(G)\n", - " nx.draw_networkx_nodes(G, pos, ax=ax)\n", - " nx.draw_networkx_labels(G, pos, font_size=20, ax=ax)\n", - " nx.draw_networkx_edges(\n", - " G, pos, edge_color=\"grey\", connectionstyle=connectionstyle, ax=ax\n", - " )\n", - "\n", - " \n", - " labels = {\n", - " tuple(edge[0:2]): f\"{attr_name}={attrs[attr_name]}\"\n", - " for *edge, attrs in G.edges(keys=True, data=True)\n", - " }\n", " \n", - " #print(labels)\n", - " nx.draw_networkx_edge_labels(\n", - " G,\n", - " pos,\n", - " labels,\n", - " connectionstyle=connectionstyle,\n", - " label_pos=0.3,\n", - " font_color=\"blue\",\n", - " bbox={\"alpha\": 0},\n", - " ax=ax\n", - " )" + " #node_color = [G.degree(v) for v in G] \n", + " ## node colour is a list of degrees of nodes \n", + " # \n", + " #node_size = [0.0005 * nx.get_node_attributes(G, 'population')[v] for v in G] \n", + " ## size of node is a list of population of cities \n", + " # \n", + " #edge_width = [0.0015 * G[u][v]['weight'] for u, v in G.edges()] \n", + " ## width of edge is a list of weight of edges \n", + " # \n", + " #nx.draw_networkx(G, node_size = node_size, \n", + " # node_color = node_color, alpha = 0.7, \n", + " # with_labels = True, width = edge_width, \n", + " # edge_color ='.4', cmap = plt.cm.Blues) \n", + " \n", + " if persoCustomDict is None:\n", + " nx.draw_networkx_nodes(G, pos, ax=ax)\n", + " nx.draw_networkx_labels(G, pos, font_size=18, ax=ax)\n", + " nx.draw_networkx_edges(\n", + " G, pos, edge_color=\"grey\", connectionstyle=connectionstyle, ax=ax\n", + " )\n", + " \n", + " \n", + " labels = {\n", + " tuple(edge[0:2]): f\"{attrs[attr_name]} words\"\n", + " for *edge, attrs in G.edges(keys=True, data=True)\n", + " }\n", + " \n", + " #print(labels)\n", + " nx.draw_networkx_edge_labels(\n", + " G,\n", + " pos,\n", + " labels,\n", + " connectionstyle=connectionstyle,\n", + " label_pos=0.2,\n", + " font_color=\"blue\",\n", + " bbox={\"alpha\": 0},\n", + " ax=ax\n", + " )" ] }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 26, "metadata": {}, "outputs": [ { @@ -2579,16 +2598,268 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 79, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "pos = {}\n", "pos['Harpagon'] = np.array([0,0])\n", - "pos['']\n", - "fig = plt.figure(figsize=(12,12))\n", + "pos['Cléante'] = np.array([-0.3,1.2])\n", + "pos['Frosine'] = np.array([0, 0.8])\n", + "pos['La Flèche'] = np.array([0.4, 1.1])\n", + "pos['Maitre Simon'] = np.array([0.8,0.7])\n", + "pos['Brindavoine'] = np.array([0.8,-0.7])\n", + "pos['Dame Claude'] = np.array([0.5,0])\n", + "pos['Élise'] = np.array([-1,1])\n", + "pos['Maitre Jacques'] = np.array([-0.6,-0.35])\n", + "pos['Le commissaire'] = np.array([-0.55,-1])\n", + "pos['son clerc'] = np.array([-0.55,-1.1])\n", + "pos['Anselme'] = np.array([-1.1,-0.8])\n", + "pos['La Merluche'] = np.array([0,-0.95])\n", + "pos['Valère'] = np.array([-1.1,0])\n", + "pos['Mariane'] = np.array([-0.8,0.6])\n", + "fig = plt.figure(figsize=(18,18))\n", "ax = plt.gca()\n", - "draw_labeled_multigraph(initExchangesGraph, \"weight\", ax=ax)" + "draw_labeled_multigraph(initExchangesGraph, \"weight\", ax=ax, posCustom=pos)" + ] + }, + { + "cell_type": "code", + "execution_count": 88, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1719\n", + "author\n", + "Anselme 517\n", + "Brindavoine 43\n", + "Cléante 3339\n", + "Dame Claude 0\n", + "Frosine 2353\n", + "Harpagon 6148\n", + "La Flèche 1520\n", + "La Merluche 47\n", + "Le commissaire 294\n", + "Maitre Jacques 1668\n", + "Maitre Simon 197\n", + "Mariane 919\n", + "Valère 2752\n", + "son clerc 0\n", + "Élise 1067\n", + "dtype: int64\n", + "Anselme\n", + "Harpagon\n", + "293\n", + "Anselme\n", + "Le commissaire\n", + "13\n", + "Anselme\n", + "Valère\n", + "211\n", + "Brindavoine\n", + "Harpagon\n", + "20\n", + "Brindavoine\n", + "La Merluche\n", + "23\n", + "Cléante\n", + "Frosine\n", + "32\n", + "Cléante\n", + "Harpagon\n", + "1595\n", + "Cléante\n", + "La Flèche\n", + "396\n", + "Cléante\n", + "Maitre Jacques\n", + "170\n", + "Cléante\n", + "Maitre Simon\n", + "13\n", + "Cléante\n", + "Mariane\n", + "350\n", + "Cléante\n", + "Élise\n", + "783\n", + "Frosine\n", + "Cléante\n", + "436\n", + "Frosine\n", + "Harpagon\n", + "1561\n", + "Frosine\n", + "La Flèche\n", + "130\n", + "Frosine\n", + "Maitre Jacques\n", + "23\n", + "Frosine\n", + "Mariane\n", + "203\n", + "Harpagon\n", + "Harpagon\n", + "407\n", + "Harpagon\n", + "Anselme\n", + "126\n", + "Harpagon\n", + "Brindavoine\n", + "37\n", + "Harpagon\n", + "Cléante\n", + "1719\n", + "Harpagon\n", + "Frosine\n", + "737\n", + "Harpagon\n", + "La Flèche\n", + "465\n", + "Harpagon\n", + "La Merluche\n", + "6\n", + "Harpagon\n", + "Le commissaire\n", + "135\n", + "Harpagon\n", + "Maitre Jacques\n", + "679\n", + "Harpagon\n", + "Maitre Simon\n", + "51\n", + "Harpagon\n", + "Mariane\n", + "94\n", + "Harpagon\n", + "Valère\n", + "1178\n", + "Harpagon\n", + "Élise\n", + "514\n", + "La Flèche\n", + "Cléante\n", + "962\n", + "La Flèche\n", + "Frosine\n", + "301\n", + "La Flèche\n", + "Harpagon\n", + "257\n", + "La Merluche\n", + "Harpagon\n", + "47\n", + "Le commissaire\n", + "Harpagon\n", + "146\n", + "Le commissaire\n", + "Maitre Jacques\n", + "148\n", + "Maitre Jacques\n", + "Anselme\n", + "23\n", + "Maitre Jacques\n", + "Cléante\n", + "154\n", + "Maitre Jacques\n", + "Frosine\n", + "18\n", + "Maitre Jacques\n", + "Harpagon\n", + "1156\n", + "Maitre Jacques\n", + "La Merluche\n", + "8\n", + "Maitre Jacques\n", + "Le commissaire\n", + "46\n", + "Maitre Jacques\n", + "Valère\n", + "263\n", + "Maitre Simon\n", + "Harpagon\n", + "194\n", + "Maitre Simon\n", + "La Flèche\n", + "3\n", + "Mariane\n", + "Anselme\n", + "199\n", + "Mariane\n", + "Cléante\n", + "258\n", + "Mariane\n", + "Frosine\n", + "256\n", + "Mariane\n", + "Harpagon\n", + "163\n", + "Mariane\n", + "Valère\n", + "29\n", + "Mariane\n", + "Élise\n", + "14\n", + "Valère\n", + "Anselme\n", + "262\n", + "Valère\n", + "Cléante\n", + "5\n", + "Valère\n", + "Harpagon\n", + "1478\n", + "Valère\n", + "La Merluche\n", + "4\n", + "Valère\n", + "Maitre Jacques\n", + "218\n", + "Valère\n", + "Mariane\n", + "43\n", + "Valère\n", + "Élise\n", + "742\n", + "Élise\n", + "Cléante\n", + "154\n", + "Élise\n", + "Frosine\n", + "10\n", + "Élise\n", + "Harpagon\n", + "328\n", + "Élise\n", + "Mariane\n", + "48\n", + "Élise\n", + "Valère\n", + "527\n" + ] + } + ], + "source": [ + "print(adjacencyDf.max(axis=0).max(axis=0))\n", + "print(adjacencyDf.sum(axis=1))\n", + "for u, v in initExchangesGraph.edges():\n", + " print(u)\n", + " print(v)\n", + " print(initExchangesGraph[u][v][0]['weight'])" ] } ],