clean_graph_info_graph_names.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from config import graph_info_json_path\n",
    "from utils_other import get_pretty_graph_name"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'cheminformatics': {'nodes': 37,\n",
       "  'edges': 168,\n",
       "  'is_directed': True,\n",
       "  'average_degree': 9.08108108108108,\n",
       "  'density': 0.12612612612612611,\n",
       "  'type': 'easygraph.classes.directed_graph.DiGraph'},\n",
       " 'bio': {'nodes': 1458,\n",
       "  'edges': 1948,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 2.672153635116598,\n",
       "  'density': 0.0018340107310340413,\n",
       "  'type': 'easygraph.classes.graph.Graph'},\n",
       " 'eco': {'nodes': 1258,\n",
       "  'edges': 7619,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 12.112877583465819,\n",
       "  'density': 0.009636338570776308,\n",
       "  'type': 'networkx.classes.graph.Graph'},\n",
       " 'pgp': {'nodes': 39796,\n",
       "  'edges': 301498,\n",
       "  'is_directed': True,\n",
       "  'average_degree': 15.15217609810031,\n",
       "  'density': 0.00019037788790175037,\n",
       "  'type': 'networkx.classes.digraph.DiGraph'},\n",
       " 'pgp_undirected': {'nodes': 39796,\n",
       "  'edges': 197150,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 9.908030957885215,\n",
       "  'density': 0.00024897677994434515,\n",
       "  'type': 'networkx.classes.graph.Graph'},\n",
       " 'road': {'nodes': 129164,\n",
       "  'edges': 165435,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 2.5616270787525934,\n",
       "  'density': 1.9832514564949666e-05,\n",
       "  'type': 'easygraph.classes.graph.Graph'},\n",
       " 'enron': {'nodes': 36692,\n",
       "  'edges': 183831,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 10.020222391802028,\n",
       "  'density': 0.00027309755503535,\n",
       "  'type': 'networkx.classes.graph.Graph'},\n",
       " 'google': {'nodes': 875713,\n",
       "  'edges': 5105039,\n",
       "  'is_directed': True,\n",
       "  'average_degree': 11.659160021605253,\n",
       "  'density': 6.656960291514363e-06,\n",
       "  'type': 'networkx.classes.digraph.DiGraph'},\n",
       " 'amazon': {'nodes': 262111,\n",
       "  'edges': 1234877,\n",
       "  'is_directed': True,\n",
       "  'average_degree': 9.42254998836371,\n",
       "  'density': 1.7974419114806206e-05,\n",
       "  'type': 'networkx.classes.digraph.DiGraph'},\n",
       " 'coauthorship': {'nodes': 402392,\n",
       "  'edges': 1234019,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 6.1334171653512,\n",
       "  'density': 1.5242431280399412e-05,\n",
       "  'type': 'networkx.classes.graph.Graph'},\n",
       " 'pokec': {'nodes': 1632803,\n",
       "  'edges': 30622564,\n",
       "  'is_directed': True,\n",
       "  'average_degree': 37.50919614919865,\n",
       "  'density': 1.148614349725155e-05,\n",
       "  'type': 'networkx.classes.digraph.DiGraph'},\n",
       " 'uspowergrid': {'nodes': 4941,\n",
       "  'edges': 6594,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 2.66909532483303,\n",
       "  'density': 0.0005403026973346214,\n",
       "  'type': 'networkx.classes.graph.Graph'},\n",
       " 'stub': {'nodes': 5,\n",
       "  'edges': 10,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 4.0,\n",
       "  'density': 1.0,\n",
       "  'type': 'easygraph.classes.graph.Graph'},\n",
       " 'stub_with_underscore': {'nodes': 5,\n",
       "  'edges': 10,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 4.0,\n",
       "  'density': 1.0,\n",
       "  'type': 'easygraph.classes.graph.Graph'},\n",
       " 'stub_directed': {'nodes': 5,\n",
       "  'edges': 20,\n",
       "  'is_directed': True,\n",
       "  'average_degree': 8.0,\n",
       "  'density': 1.0,\n",
       "  'type': 'easygraph.classes.directed_graph.DiGraph'},\n",
       " 'stub_nx': {'nodes': 5,\n",
       "  'edges': 10,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 4.0,\n",
       "  'density': 1.0,\n",
       "  'type': 'networkx.classes.graph.Graph'},\n",
       " 'er_500': {'nodes': 500,\n",
       "  'edges': 2511,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 10.044,\n",
       "  'density': 0.020128256513026053,\n",
       "  'type': 'easygraph.classes.graph.Graph'},\n",
       " 'er_1000': {'nodes': 1000,\n",
       "  'edges': 4950,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 9.9,\n",
       "  'density': 0.00990990990990991,\n",
       "  'type': 'easygraph.classes.graph.Graph'},\n",
       " 'er_5000': {'nodes': 5000,\n",
       "  'edges': 24920,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 9.968,\n",
       "  'density': 0.001993998799759952,\n",
       "  'type': 'easygraph.classes.graph.Graph'},\n",
       " 'er_10000': {'nodes': 10000,\n",
       "  'edges': 50023,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 10.0046,\n",
       "  'density': 0.0010005600560056005,\n",
       "  'type': 'easygraph.classes.graph.Graph'},\n",
       " 'enron_sampled': {'nodes': 9301,\n",
       "  'edges': 79905,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 17.182023438339964,\n",
       "  'density': 0.001847529401972039,\n",
       "  'type': 'networkx.classes.graph.Graph'},\n",
       " 'pgp_undirected_sampled': {'nodes': 8781,\n",
       "  'edges': 51939,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 11.829859924837718,\n",
       "  'density': 0.0013473644561318586,\n",
       "  'type': 'networkx.classes.graph.Graph'},\n",
       " 'pgp_sampled': {'nodes': 6465,\n",
       "  'edges': 18906,\n",
       "  'is_directed': True,\n",
       "  'average_degree': 5.848723897911833,\n",
       "  'density': 0.00045240747972709105,\n",
       "  'type': 'networkx.classes.digraph.DiGraph'},\n",
       " 'road_sampled': {'nodes': 2075,\n",
       "  'edges': 1132,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 1.0910843373493977,\n",
       "  'density': 0.0005260773082687548,\n",
       "  'type': 'networkx.classes.graph.Graph'},\n",
       " 'amazon_sampled': {'nodes': 262111,\n",
       "  'edges': 1234877,\n",
       "  'is_directed': True,\n",
       "  'average_degree': 9.42254998836371,\n",
       "  'density': 1.7974419114806206e-05,\n",
       "  'type': 'networkx.classes.digraph.DiGraph'},\n",
       " 'coauthorship_sampled': {'nodes': 4340,\n",
       "  'edges': 6398,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 2.9483870967741934,\n",
       "  'density': 0.0006795084343798557,\n",
       "  'type': 'networkx.classes.graph.Graph'},\n",
       " 'er_paper_20221213_50000': {'nodes': 50000,\n",
       "  'edges': 60316,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 2.41264,\n",
       "  'density': 4.8253765075301506e-05,\n",
       "  'type': 'easygraph.classes.graph.Graph'},\n",
       " 'er_paper_20221213_500000': {'nodes': 500000,\n",
       "  'edges': 70315,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 0.28126,\n",
       "  'density': 5.625211250422501e-07,\n",
       "  'type': 'easygraph.classes.graph.Graph'},\n",
       " 'er_paper_20221213_1000000': {'nodes': 1000000,\n",
       "  'edges': 80266,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 0.160532,\n",
       "  'density': 1.6053216053216054e-07,\n",
       "  'type': 'easygraph.classes.graph.Graph'},\n",
       " 'dataset/cheminformatics_lcc.edgelist': {'nodes': 37,\n",
       "  'edges': 84,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 4.54054054054054,\n",
       "  'density': 0.12612612612612611,\n",
       "  'type': 'networkx.classes.graph.Graph'},\n",
       " 'dataset/bio_lcc.edgelist': {'nodes': 1458,\n",
       "  'edges': 1948,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 2.672153635116598,\n",
       "  'density': 0.0018340107310340413,\n",
       "  'type': 'networkx.classes.graph.Graph'},\n",
       " 'dataset/eco_lcc.edgelist': {'nodes': 1258,\n",
       "  'edges': 7619,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 12.112877583465819,\n",
       "  'density': 0.009636338570776308,\n",
       "  'type': 'networkx.classes.graph.Graph'},\n",
       " 'dataset/pgp_lcc.edgelist': {'nodes': 39796,\n",
       "  'edges': 197150,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 9.908030957885215,\n",
       "  'density': 0.00024897677994434515,\n",
       "  'type': 'networkx.classes.graph.Graph'},\n",
       " 'dataset/pgp_undirected_lcc.edgelist': {'nodes': 39796,\n",
       "  'edges': 197150,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 9.908030957885215,\n",
       "  'density': 0.00024897677994434515,\n",
       "  'type': 'networkx.classes.graph.Graph'},\n",
       " 'dataset/road_lcc.edgelist': {'nodes': 126146,\n",
       "  'edges': 161950,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 2.567659695907916,\n",
       "  'density': 2.035482734874879e-05,\n",
       "  'type': 'networkx.classes.graph.Graph'},\n",
       " 'dataset/uspowergrid_lcc.edgelist': {'nodes': 4941,\n",
       "  'edges': 6594,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 2.66909532483303,\n",
       "  'density': 0.0005403026973346214,\n",
       "  'type': 'networkx.classes.graph.Graph'},\n",
       " 'enron_lcc.txt': {'nodes': 33696,\n",
       "  'edges': 180811,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 10.731896961063628,\n",
       "  'density': 0.0003185011711252004,\n",
       "  'type': 'networkx.classes.graph.Graph'},\n",
       " 'amazon_lcc.txt': {'nodes': 262111,\n",
       "  'edges': 899792,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 6.86573245685988,\n",
       "  'density': 2.6194088195261075e-05,\n",
       "  'type': 'networkx.classes.graph.Graph'},\n",
       " 'google_lcc.txt': {'nodes': 855802,\n",
       "  'edges': 4291352,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 10.028843120254452,\n",
       "  'density': 1.1718662539836308e-05,\n",
       "  'type': 'networkx.classes.graph.Graph'},\n",
       " 'pokec_lcc.txt': {'nodes': 1632803,\n",
       "  'edges': 22301964,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 27.31739713854029,\n",
       "  'density': 1.6730379518484355e-05,\n",
       "  'type': 'networkx.classes.graph.Graph'},\n",
       " 'condmat.txt': {'nodes': 23133,\n",
       "  'edges': 93497,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 8.083430596982666,\n",
       "  'density': 0.0003494479766981958,\n",
       "  'type': 'networkx.classes.graph.Graph'},\n",
       " 'condmat_lcc.txt': {'nodes': 21363,\n",
       "  'edges': 91342,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 8.551420680616019,\n",
       "  'density': 0.0004003099279382089,\n",
       "  'type': 'networkx.classes.graph.Graph'},\n",
       " 'wikivote.txt': {'nodes': 7115,\n",
       "  'edges': 100762,\n",
       "  'is_directed': True,\n",
       "  'average_degree': 29.146591707659873,\n",
       "  'density': 0.0020485375110809584,\n",
       "  'type': 'networkx.classes.digraph.DiGraph'},\n",
       " 'wikivote_lcc.txt': {'nodes': 7066,\n",
       "  'edges': 100736,\n",
       "  'is_directed': False,\n",
       "  'average_degree': 28.512878573450326,\n",
       "  'density': 0.004035793145569756,\n",
       "  'type': 'networkx.classes.graph.Graph'}}"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from pathlib import Path\n",
    "import json\n",
    "gi = json.loads(graph_info_json_path.read_text())\n",
    "gi"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "10388"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# rename every key in gi to its pretty name\n",
    "gi = {get_pretty_graph_name(k): v for k, v in gi.items()}\n",
    "# save gi to graph_info.json\n",
    "graph_info_json_path.write_text(json.dumps(gi, indent=4))"
   ]
  }
 ],
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