{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"name": "visualize_large_graph.ipynb",
"provenance": [],
"collapsed_sections": [],
"authorship_tag": "ABX9TyMee8wRDXlXprVxlm3/MOBN",
"include_colab_link": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"language_info": {
"name": "python"
}
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/github/morteza/notebooks/blob/master/visualize_large_graph.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "code",
"metadata": {
"id": "zdQtIntgAroe"
},
"source": [
"!pip install igraph cairocffi -Uq"
],
"execution_count": 1,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "ztouKcX0BB1p"
},
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import matplotlib.pyplot as plt\n",
"import igraph as ig"
],
"execution_count": 2,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 688
},
"id": "vWV5OIxLA5UL",
"outputId": "afff8789-cdde-4329-8cac-22411a5ff3a6"
},
"source": [
"g = ig.Graph.Tree(99, 10)\n",
"# ig.summary(g)\n",
"# g.get_adjacency()\n",
"# ig.plot(g)\n",
"\n",
"g.es['weight'] = [np.random.randint(1,4) for e in g.es]\n",
"\n",
"color_dict = {0: \"gray\", 1: \"orange\"}\n",
"\n",
"visual_style = {}\n",
"visual_style[\"vertex_size\"] = 10\n",
"visual_style[\"vertex_color\"] = [color_dict[v.index % 2] for v in g.vs]\n",
"visual_style[\"vertex_label\"] = [f'{i}' for i in g.vs.indices]\n",
"visual_style['vertex_label_size'] = 6\n",
"visual_style[\"edge_width\"] = [w for w in g.es['weight']]\n",
"visual_style[\"edge_color\"] = ['red' if w<=1 else 'black' for w in g.es['weight']]\n",
"visual_style[\"layout\"] = g.layout_fruchterman_reingold(niter=10000)\n",
"visual_style[\"bbox\"] = (500, 500)\n",
"visual_style[\"margin\"] = 20\n",
"\n",
"ig.plot(g, **visual_style)\n"
],
"execution_count": 74,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<igraph.drawing.Plot at 0x7f1eed767e50>"
],
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},
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