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Diffstat (limited to 'num_ways_arrive_dest.py')
-rw-r--r-- | num_ways_arrive_dest.py | 69 |
1 files changed, 69 insertions, 0 deletions
diff --git a/num_ways_arrive_dest.py b/num_ways_arrive_dest.py new file mode 100644 index 0000000..ee7f23f --- /dev/null +++ b/num_ways_arrive_dest.py @@ -0,0 +1,69 @@ +# 1976. Number of Ways to Arrive at Destination +from collections import defaultdict +import heapq + +""" +you are in a city that consists of 'n' intersections numbered from 0 to 'n - +1' with bi directional roads between some intersections. the inputs are +generated such that you can reach any intersection from any other +intersection and that there is at most one road between any two +intersections. you are given an integer 'n' and a 2d integer array 'roads' +where 'roads[i] = [u_i, v_i, t_i]' means that there is a road between +intersections 'u' and 'v' that takes 't' minutes to travel. you want to know +in how many ways you can travel from interseciton 0 to intersection 'n - 1'. +""" + + +class Solution(object): + def countPaths(self, n, roads): + """ + :type n: int + :type roads: List[List[int]] + :rtype: int + """ + graph = defaultdict(list) + for u, v, t in roads: + graph[u].append([v, t]) + graph[v].append([u, t]) + + def dijkstra(src): + dist, ways = [float("inf")] * n, [0] * n + pq = [(0, src)] + ways[src] = 1 + dist[src] = 0 + while pq: + d, u = heapq.heappop(pq) + if dist[u] < d: + continue + for v, t in graph[u]: + if dist[v] > d + t: + dist[v] = d + t + ways[v] = ways[u] + heapq.heappush(pq, (dist[v], v)) + elif dist[v] == d + t: + ways[v] = (ways[v] + ways[u]) % (10**9 + 7) + return ways[n - 1] + + return dijkstra(0) + + +if __name__ == "__main__": + obj = Solution() + print( + obj.countPaths( + n=7, + roads=[ + [0, 6, 7], + [0, 1, 2], + [1, 2, 3], + [1, 3, 3], + [6, 3, 3], + [3, 5, 1], + [6, 5, 1], + [2, 5, 1], + [0, 4, 5], + [4, 6, 2], + ], + ) + ) + print(obj.countPaths(n=2, roads=[[1, 0, 10]])) |