Medium
An underground railway system is keeping track of customer travel times between different stations. They are using this data to calculate the average time it takes to travel from one station to another.
Implement the UndergroundSystem
class:
void checkIn(int id, string stationName, int t)
id
, checks in at the station stationName
at time t
.void checkOut(int id, string stationName, int t)
id
, checks out from the station stationName
at time t
.double getAverageTime(string startStation, string endStation)
startStation
to endStation
.startStation
to endStation
that happened directly, meaning a check in at startStation
followed by a check out from endStation
.startStation
to endStation
may be different from the time it takes to travel from endStation
to startStation
.startStation
to endStation
before getAverageTime
is called.You may assume all calls to the checkIn
and checkOut
methods are consistent. If a customer checks in at time t1
then checks out at time t2
, then t1 < t2
. All events happen in chronological order.
Example 1:
Input [“UndergroundSystem”,”checkIn”,”checkIn”,”checkIn”,”checkOut”,”checkOut”,”checkOut”,”getAverageTime”,”getAverageTime”,”checkIn”,”getAverageTime”,”checkOut”,”getAverageTime”] [[],[45,”Leyton”,3],[32,”Paradise”,8],[27,”Leyton”,10],[45,”Waterloo”,15],[27,”Waterloo”,20],[32,”Cambridge”,22],[“Paradise”,”Cambridge”],[“Leyton”,”Waterloo”],[10,”Leyton”,24],[“Leyton”,”Waterloo”],[10,”Waterloo”,38],[“Leyton”,”Waterloo”]]
Output: [null,null,null,null,null,null,null,14.00000,11.00000,null,11.00000,null,12.00000]
Explanation:
UndergroundSystem undergroundSystem = new UndergroundSystem();
undergroundSystem.checkIn(45, "Leyton", 3);
undergroundSystem.checkIn(32, "Paradise", 8);
undergroundSystem.checkIn(27, "Leyton", 10);
undergroundSystem.checkOut(45, "Waterloo", 15); // Customer 45 "Leyton" -> "Waterloo" in 15-3 = 12
undergroundSystem.checkOut(27, "Waterloo", 20); // Customer 27 "Leyton" -> "Waterloo" in 20-10 = 10
undergroundSystem.checkOut(32, "Cambridge", 22); // Customer 32 "Paradise" -> "Cambridge" in 22-8 = 14
undergroundSystem.getAverageTime("Paradise", "Cambridge"); // return 14.00000. One trip "Paradise" -> "Cambridge", (14) / 1 = 14
undergroundSystem.getAverageTime("Leyton", "Waterloo"); // return 11.00000. Two trips "Leyton" -> "Waterloo", (10 + 12) / 2 = 11
undergroundSystem.checkIn(10, "Leyton", 24);
undergroundSystem.getAverageTime("Leyton", "Waterloo"); // return 11.00000
undergroundSystem.checkOut(10, "Waterloo", 38); // Customer 10 "Leyton" -> "Waterloo" in 38-24 = 14
undergroundSystem.getAverageTime("Leyton", "Waterloo"); // return 12.00000. Three trips "Leyton" -> "Waterloo", (10 + 12 + 14) / 3 = 12
Example 2:
Input [“UndergroundSystem”,”checkIn”,”checkOut”,”getAverageTime”,”checkIn”,”checkOut”,”getAverageTime”,”checkIn”,”checkOut”,”getAverageTime”] [[],[10,”Leyton”,3],[10,”Paradise”,8],[“Leyton”,”Paradise”],[5,”Leyton”,10],[5,”Paradise”,16],[“Leyton”,”Paradise”],[2,”Leyton”,21],[2,”Paradise”,30],[“Leyton”,”Paradise”]]
Output: [null,null,null,5.00000,null,null,5.50000,null,null,6.66667]
Explanation:
UndergroundSystem undergroundSystem = new UndergroundSystem();
undergroundSystem.checkIn(10, "Leyton", 3);
undergroundSystem.checkOut(10, "Paradise", 8); // Customer 10 "Leyton" -> "Paradise" in 8-3 = 5
undergroundSystem.getAverageTime("Leyton", "Paradise"); // return 5.00000, (5) / 1 = 5
undergroundSystem.checkIn(5, "Leyton", 10);
undergroundSystem.checkOut(5, "Paradise", 16); // Customer 5 "Leyton" -> "Paradise" in 16-10 = 6
undergroundSystem.getAverageTime("Leyton", "Paradise"); // return 5.50000, (5 + 6) / 2 = 5.5
undergroundSystem.checkIn(2, "Leyton", 21);
undergroundSystem.checkOut(2, "Paradise", 30); // Customer 2 "Leyton" -> "Paradise" in 30-21 = 9
undergroundSystem.getAverageTime("Leyton", "Paradise"); // return 6.66667, (5 + 6 + 9) / 3 = 6.66667
Constraints:
1 <= id, t <= 106
1 <= stationName.length, startStation.length, endStation.length <= 10
2 * 104
calls in total to checkIn
, checkOut
, and getAverageTime
.10-5
of the actual value will be accepted.class UndergroundSystem {
private class StationAndTime(var station: String, var time: Int)
private val averageTimeMap: MutableMap<String, DoubleArray>
private val travelerMap: MutableMap<Int, ArrayList<StationAndTime>>
init {
averageTimeMap = HashMap()
travelerMap = HashMap()
}
fun checkIn(id: Int, stationName: String, t: Int) {
travelerMap.putIfAbsent(id, ArrayList())
travelerMap[id]!!.add(StationAndTime(stationName, t))
}
fun checkOut(id: Int, stationName: String, t: Int) {
val list = travelerMap[id]!!
val stationAndTime = list.last()
val startToEndStation: String = stationAndTime.station + "->" + stationName
val duration: Int = t - stationAndTime.time
if (averageTimeMap.containsKey(startToEndStation)) {
val pair = averageTimeMap[startToEndStation]
val newAverage = (pair!![0] * pair[1] + duration) / (pair[1] + 1)
averageTimeMap[startToEndStation] = doubleArrayOf(newAverage, pair[1] + 1)
} else {
averageTimeMap[startToEndStation] = doubleArrayOf(duration.toDouble(), 1.0)
}
}
fun getAverageTime(startStation: String, endStation: String): Double {
return averageTimeMap["$startStation->$endStation"]!![0]
}
}
/*
* Your UndergroundSystem object will be instantiated and called as such:
* var obj = UndergroundSystem()
* obj.checkIn(id,stationName,t)
* obj.checkOut(id,stationName,t)
* var param_3 = obj.getAverageTime(startStation,endStation)
*/