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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"id": "6252f479-e224-4f0d-895f-cb52fb03fb20", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"from typing import Iterable\n", | |
"\n", | |
"from networkx import DiGraph, draw_networkx\n", | |
"\n", | |
"\n", | |
"def build_division_graph(src: list[int]) -> DiGraph:\n", | |
" \"\"\"Given a list of numbers, build a graph where a -> b if a divides b.\"\"\"\n", | |
" graph = DiGraph()\n", | |
"\n", | |
" for value in src:\n", | |
" graph.add_node(value)\n", | |
"\n", | |
" for node in graph.nodes:\n", | |
" for candidate in src:\n", | |
" if candidate != node and candidate % node == 0 and not graph.has_edge(node, candidate):\n", | |
" graph.add_edge(node, candidate)\n", | |
"\n", | |
" return graph\n", | |
"\n", | |
"\n", | |
"def iter_graph_walks(graph: DiGraph, length: int) -> Iterable[list]:\n", | |
" \"\"\"Given a directed graph, iterate all walks of fixed length.\"\"\"\n", | |
" assert length > 0\n", | |
"\n", | |
" if length == 1:\n", | |
" for node in graph.nodes:\n", | |
" yield [node]\n", | |
" else:\n", | |
" for walk in iter_graph_walks(graph, length - 1):\n", | |
" for edge in graph.out_edges(walk[-1]):\n", | |
" _, dest = edge\n", | |
" yield [*walk, dest]" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"id": "556f3b24-21ae-4310-8a1a-71cca58b125d", | |
"metadata": { | |
"tags": [] | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 640x480 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"graph_a = build_division_graph([1, 2, 3, 8])\n", | |
"draw_networkx(graph_a)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"id": "c0e4c204-6784-4407-8d57-dc4841a44bc1", | |
"metadata": { | |
"tags": [] | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"[[1, 2], [1, 3], [1, 8], [2, 8]]" | |
] | |
}, | |
"execution_count": 3, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"list(iter_graph_walks(graph_a, length=2))" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"id": "bc2baaa4-3a26-49cc-b351-54dc38bd1ccf", | |
"metadata": { | |
"tags": [] | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"[[1, 2, 8]]" | |
] | |
}, | |
"execution_count": 4, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"list(iter_graph_walks(graph_a, length=3))" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"id": "5297c0ec-35fd-407e-af7c-70b26443b993", | |
"metadata": { | |
"tags": [] | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 640x480 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"graph_b = build_division_graph(list(range(1, 100)))\n", | |
"draw_networkx(graph_b)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"id": "274b56b3-0b02-4e80-95e2-bc0558fb6325", | |
"metadata": { | |
"tags": [] | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"[[1, 2, 4, 8, 16, 32, 64],\n", | |
" [1, 2, 4, 8, 16, 32, 96],\n", | |
" [1, 2, 4, 8, 16, 48, 96],\n", | |
" [1, 2, 4, 8, 24, 48, 96],\n", | |
" [1, 2, 4, 12, 24, 48, 96],\n", | |
" [1, 2, 6, 12, 24, 48, 96],\n", | |
" [1, 3, 6, 12, 24, 48, 96]]" | |
] | |
}, | |
"execution_count": 6, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"list(iter_graph_walks(graph_b, length=7))" | |
] | |
} | |
], | |
"metadata": { | |
"jupytext": { | |
"formats": "ipynb,py:percent" | |
}, | |
"kernelspec": { | |
"display_name": "Python 3 (ipykernel)", | |
"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": "3.10.9" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 5 | |
} |
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