graphs.breadth_first_search_zero_one_shortest_path ================================================== .. py:module:: graphs.breadth_first_search_zero_one_shortest_path .. autoapi-nested-parse:: Finding the shortest path in 0-1-graph in O(E + V) which is faster than dijkstra. 0-1-graph is the weighted graph with the weights equal to 0 or 1. Link: https://codeforces.com/blog/entry/22276 Classes ------- .. autoapisummary:: graphs.breadth_first_search_zero_one_shortest_path.AdjacencyList graphs.breadth_first_search_zero_one_shortest_path.Edge Module Contents --------------- .. py:class:: AdjacencyList(size: int) Graph adjacency list. .. py:method:: __getitem__(vertex: int) -> collections.abc.Iterator[Edge] Get all the vertices adjacent to the given one. .. py:method:: add_edge(from_vertex: int, to_vertex: int, weight: int) >>> g = AdjacencyList(2) >>> g.add_edge(0, 1, 0) >>> g.add_edge(1, 0, 1) >>> list(g[0]) [Edge(destination_vertex=1, weight=0)] >>> list(g[1]) [Edge(destination_vertex=0, weight=1)] >>> g.add_edge(0, 1, 2) Traceback (most recent call last): ... ValueError: Edge weight must be either 0 or 1. >>> g.add_edge(0, 2, 1) Traceback (most recent call last): ... ValueError: Vertex indexes must be in [0; size). .. py:method:: get_shortest_path(start_vertex: int, finish_vertex: int) -> int | None Return the shortest distance from start_vertex to finish_vertex in 0-1-graph. 1 1 1 0--------->3 6--------7>------->8 | ^ ^ ^ |1 | | | |0 v 0| |0 1| 9-------->10 | | | ^ 1 v | | |0 1--------->2<-------4------->5 0 1 1 >>> g = AdjacencyList(11) >>> g.add_edge(0, 1, 0) >>> g.add_edge(0, 3, 1) >>> g.add_edge(1, 2, 0) >>> g.add_edge(2, 3, 0) >>> g.add_edge(4, 2, 1) >>> g.add_edge(4, 5, 1) >>> g.add_edge(4, 6, 1) >>> g.add_edge(5, 9, 0) >>> g.add_edge(6, 7, 1) >>> g.add_edge(7, 8, 1) >>> g.add_edge(8, 10, 1) >>> g.add_edge(9, 7, 0) >>> g.add_edge(9, 10, 1) >>> g.add_edge(1, 2, 2) Traceback (most recent call last): ... ValueError: Edge weight must be either 0 or 1. >>> g.get_shortest_path(0, 3) 0 >>> g.get_shortest_path(0, 4) Traceback (most recent call last): ... ValueError: No path from start_vertex to finish_vertex. >>> g.get_shortest_path(4, 10) 2 >>> g.get_shortest_path(4, 8) 2 >>> g.get_shortest_path(0, 1) 0 >>> g.get_shortest_path(1, 0) Traceback (most recent call last): ... ValueError: No path from start_vertex to finish_vertex. .. py:attribute:: _graph :type: list[list[Edge]] .. py:attribute:: _size .. py:property:: size .. py:class:: Edge Weighted directed graph edge. .. py:attribute:: destination_vertex :type: int .. py:attribute:: weight :type: int