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@nakagami
Last active September 26, 2017 13:41
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import minibolt\n",
"\n",
"conn = minibolt.connect('localhost', 'neo4j', 'secret')\n",
"rs = conn.run('''\n",
" MATCH (tom:Person {name: \"Tom Hanks\"})-[r:ACTED_IN]->(tomHanksMovies)\n",
" WHERE tomHanksMovies.released > 1990\n",
" RETURN tom,tomHanksMovies,r''')"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"image/png": 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Rci3AV+Sf9X+Y1pCPiPSgUeg3Be7DhP4hVZ2f55hVaOz3+iyWRvlkxH6dseyb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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x1fb12712710>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import networkx as nx\n",
"from matplotlib import pyplot as plt\n",
"\n",
"G = minibolt.to_nxgraph(rs)\n",
"\n",
"plt.axis('off')\n",
"pos = nx.spring_layout(G)\n",
"nx.draw_networkx(G, pos)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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WB2npQ5BjaX13/6iqgyoQM9sZdWYq5I6chhpPjwQeStl/2yrufpGpTvtfgJtQ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\nRAAAAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x1fb1505dd30>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"G = minibolt.to_nxgraph(rs)\n",
"\n",
"plt.axis('off')\n",
"pos = nx.spring_layout(G)\n",
"labels = {}\n",
"for e in rs.nodes():\n",
" if 'Person' in e.labels:\n",
" labels[e.nodeIdentity] = e.name\n",
" elif 'Movie' in e.labels:\n",
" labels[e.nodeIdentity] = e.title\n",
"nx.draw_networkx_labels(G, pos, labels) \n",
"nx.draw_networkx_nodes(G, pos)\n",
"nx.draw_networkx_edges(G, pos)\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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BJwBzI+IteddjZjYYxWn520CSfpLtnXpDREyU9H9512RmVg+Hez8k/TAL+JsiYh9Jj+Rd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\nTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x1fb1270c048>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"rs = conn.run('''\n",
" MATCH p=shortestPath(\n",
" (bacon:Person {name:\"Kevin Bacon\"})-[*]-(meg:Person {name:\"Meg Ryan\"})\n",
" )\n",
" RETURN p''')\n",
"\n",
"G = minibolt.to_nxgraph(rs)\n",
"\n",
"plt.axis('off')\n",
"pos = nx.spring_layout(G)\n",
"nx.draw_networkx(G, pos)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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Do0ijdtVwjYWkJmW3kqZy7syfEZj1CUk7kbbN2zwiXi26nmbicC9YjeE+ghSq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\nyOFuZlZC/x/mstfm6IaZLwAAAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x1fb126ddf60>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"G = minibolt.to_nxgraph(rs)\n",
"\n",
"plt.axis('off')\n",
"pos = nx.spring_layout(G)\n",
"labels = {}\n",
"for p in rs.paths():\n",
" for e in p.nodes():\n",
" if e.labels[0] == 'Person':\n",
" labels[e.nodeIdentity] = e.name\n",
" elif e.labels[0] == 'Movie':\n",
" labels[e.nodeIdentity] = e.title\n",
"nx.draw_networkx_labels(G, pos, labels) \n",
"nx.draw_networkx_nodes(G, pos)\n",
"nx.draw_networkx_edges(G, pos)\n",
"\n",
"plt.show()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.6.2"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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