Bus routes

class Solution:
    def numBusesToDestination(self, routes: List[List[int]], source: int, target: int) -> int:
        if source == target:
            return 0
        s2b = collections.defaultdict(list)
        for bus in range(len(routes)):
            for station in range(len(routes[bus])):
                s2b[routes[bus][station]].append(bus)
        q = collections.deque([source])
        count = 0
        visited = set()
        # print(s2b)
        while q:
            size = len(q)
            # print(q)
            for i in range(size):
                s = q.popleft()
                if s == target:
                    return count
                for bus in s2b[s]:
                    if bus not in visited:
                        visited.add(bus)
                        for station in routes[bus]:
                            q.append(station)

            count += 1

        return -1

Bus Routes

You are given an array routes representing bus routes where routes[i] is a bus route that the i^th bus repeats forever.

For example, if routes[0] = [1, 5, 7], this means that the 0^th bus travels in the sequence 1 -> 5 -> 7 -> 1 -> 5 -> 7 -> 1 -> ... forever.

You will start at the bus stop source (You are not on any bus initially), and you want to go to the bus stop target. You can travel between bus stops by buses only.

Return the least number of buses you must take to travel from source to target. Return -1 if it is not possible.

Example 1:

Input: routes = [[1,2,7],[3,6,7]], source = 1, target = 6
Output: 2
Explanation: The best strategy is take the first bus to the bus stop 7, then take the second bus to the bus stop 6.

Example 2:

Input: routes = [[7,12],[4,5,15],[6],[15,19],[9,12,13]], source = 15, target = 12
Output: -1

Constraints:

1 <= routes.length <= 500.
1 <= routes[i].length <= 10⁵
All the values of routes[i] are unique.
sum(routes[i].length) <= 10⁵
0 <= routes[i][j] < 10⁶
0 <= source, target < 10⁶