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main.cpp
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265 lines (229 loc) · 8.67 KB
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// Source: https://leetcode.com/problems/implement-router
// Title: Implement Router
// Difficulty: Medium
// Author: Mu Yang <http://muyang.pro>
////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
// Design a data structure that can efficiently manage data packets in a network router. Each data packet consists of the following attributes:
//
// - `source`: A unique identifier for the machine that generated the packet.
// - `destination`: A unique identifier for the target machine.
// - `timestamp`: The time at which the packet arrived at the router.
//
// Implement the `Router` class:
//
// `Router(int memoryLimit)`: Initializes the Router object with a fixed memory limit.
//
// - `memoryLimit` is the **maximum** number of packets the router can store at any given time.
// - If adding a new packet would exceed this limit, the **oldest** packet must be removed to free up space.
//
// `bool addPacket(int source, int destination, int timestamp)`: Adds a packet with the given attributes to the router.
//
// - A packet is considered a duplicate if another packet with the same `source`, `destination`, and `timestamp` already exists in the router.
// - Return `true` if the packet is successfully added (i.e., it is not a duplicate); otherwise return `false`.
//
// `int[] forwardPacket()`: Forwards the next packet in FIFO (First In First Out) order.
//
// - Remove the packet from storage.
// - Return the packet as an array `[source, destination, timestamp]`.
// - If there are no packets to forward, return an empty array.
//
// `int getCount(int destination, int startTime, int endTime)`:
//
// - Returns the number of packets currently stored in the router (i.e., not yet forwarded) that have the specified destination and have timestamps in the inclusive range `[startTime, endTime]`.
//
// **Note** that queries for `addPacket` will be made in increasing order of `timestamp`.
//
// **Example 1:**
//
// ```
// Input:
// ["Router", "addPacket", "addPacket", "addPacket", "addPacket", "addPacket", "forwardPacket", "addPacket", "getCount"]
// [[3], [1, 4, 90], [2, 5, 90], [1, 4, 90], [3, 5, 95], [4, 5, 105], [], [5, 2, 110], [5, 100, 110]]
//
// Output:
// [null, true, true, false, true, true, [2, 5, 90], true, 1]
//
// Explanation:
// Router router = new Router(3); // Initialize Router with memoryLimit of 3.
// router.addPacket(1, 4, 90); // Packet is added. Return True.
// router.addPacket(2, 5, 90); // Packet is added. Return True.
// router.addPacket(1, 4, 90); // This is a duplicate packet. Return False.
// router.addPacket(3, 5, 95); // Packet is added. Return True
// router.addPacket(4, 5, 105); // Packet is added, `[1, 4, 90]` is removed as number of packets exceeds memoryLimit. Return True.
// router.forwardPacket(); // Return `[2, 5, 90]` and remove it from router.
// router.addPacket(5, 2, 110); // Packet is added. Return True.
// router.getCount(5, 100, 110); // The only packet with destination 5 and timestamp in the inclusive range `[100, 110]` is `[4, 5, 105]`. Return 1.
// ```
//
// **Example 2:**
//
// ```
// Input:
// ["Router", "addPacket", "forwardPacket", "forwardPacket"]
// [[2], [7, 4, 90], [], []]
//
// Output:
// [null, true, [7, 4, 90], []]
//
// Explanation:
// Router router = new Router(2); // Initialize `Router` with `memoryLimit` of 2.
// router.addPacket(7, 4, 90); // Return True.
// router.forwardPacket(); // Return `[7, 4, 90]`.
// router.forwardPacket(); // There are no packets left, return `[]`.
// ```
//
// **Constraints:**
//
// - `2 <= memoryLimit <= 10^5`
// - `1 <= source, destination <= 2 * 10^5`
// - `1 <= timestamp <= 10^9`
// - `1 <= startTime <= endTime <= 10^9`
// - At most `10^5` calls will be made to `addPacket`, `forwardPacket`, and `getCount` methods altogether.
// - queries for `addPacket` will be made in increasing order of `timestamp`.
//
////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
#include <algorithm>
#include <deque>
#include <queue>
#include <set>
#include <tuple>
#include <unordered_set>
#include <vector>
using namespace std;
// Tree Set + Queue (TLE)
//
// Use Queue to store the order of the packets
// Use Tree Set to store if the packet is in memory
class Router {
using Packet = tuple<int, int, int>; // time, src, dst
int memoryLimit;
deque<Packet> packetQueue;
set<Packet> packetSet;
public:
Router(int memoryLimit) : memoryLimit(memoryLimit) {}
bool addPacket(int source, int destination, int timestamp) {
// Insert
auto packet = Packet(timestamp, source, destination);
if (packetSet.count(packet)) return false;
packetSet.insert(packet);
packetQueue.push_back(packet);
// Delete
if (packetQueue.size() > memoryLimit) {
forwardPacket();
}
return true;
}
vector<int> forwardPacket() {
if (packetQueue.empty()) return {};
auto packet = packetQueue.front();
packetSet.erase(packet);
packetQueue.pop_front();
return {get<1>(packet), get<2>(packet), get<0>(packet)};
}
int getCount(int destination, int startTime, int endTime) {
auto lo = lower_bound(packetQueue.cbegin(), packetQueue.cend(), Packet(startTime, 0, 0));
auto hi = upper_bound(packetQueue.cbegin(), packetQueue.cend(), Packet(endTime + 1, 0, 0));
return count_if(lo, hi, [=](Packet packet) -> bool { return get<2>(packet) == destination; });
}
};
// Tree Set + Hash Map + Queue
//
// Use Queue to store the order of the packets
// Use Tree Set to store if the packet is in memory
// Use Hash Map to store timestamps for each destination
class Router2 {
using Packet = tuple<int, int, int>; // time, src, dst
int memoryLimit;
queue<Packet> packetQueue;
set<Packet> packetSet;
unordered_map<int, deque<int>> destTimes;
public:
Router2(int memoryLimit) : memoryLimit(memoryLimit) {}
bool addPacket(int source, int destination, int timestamp) {
// Check
auto packet = Packet(timestamp, source, destination);
if (packetSet.count(packet)) return false;
// Insert
packetSet.insert(packet);
packetQueue.push(packet);
destTimes[destination].push_back(timestamp);
// Delete
if (packetQueue.size() > memoryLimit) {
forwardPacket();
}
return true;
}
vector<int> forwardPacket() {
if (packetQueue.empty()) return {};
auto packet = packetQueue.front();
auto [time, src, dest] = packet;
packetSet.erase(packet);
packetQueue.pop();
destTimes[dest].pop_front();
return {src, dest, time};
}
int getCount(int destination, int startTime, int endTime) {
if (!destTimes.count(destination)) return 0;
auto& times = destTimes[destination];
auto lo = lower_bound(times.cbegin(), times.cend(), startTime);
auto hi = upper_bound(times.cbegin(), times.cend(), endTime);
return hi - lo;
}
};
// Hash Set + Hash Map + Queue
//
// Use Queue to store the order of the packets
// Use Hash Set to store if the packet is in memory
// Use Hash Map to store timestamps for each destination
class Router3 {
using Packet = tuple<int, int, int>; // time, src, dst
struct PacketHash {
size_t operator()(const Packet& p) const noexcept {
auto hasher = hash<int>();
auto seed = 0;
seed = hash_combine(seed, hasher(get<0>(p)));
seed = hash_combine(seed, hasher(get<1>(p)));
seed = hash_combine(seed, hasher(get<2>(p)));
return seed;
}
inline size_t hash_combine(size_t seed, size_t v) const noexcept {
return seed * size_t(1e9 + 7) + v; // 常見大質數
}
};
int memoryLimit;
queue<Packet> packetQueue;
unordered_set<Packet, PacketHash> packetSet;
unordered_map<int, deque<int>> destTimes;
public:
Router3(int memoryLimit) : memoryLimit(memoryLimit) {}
bool addPacket(int source, int destination, int timestamp) {
// Check
auto packet = Packet(timestamp, source, destination);
if (packetSet.count(packet)) return false;
// Insert
packetSet.insert(packet);
packetQueue.push(packet);
destTimes[destination].push_back(timestamp);
// Delete
if (packetQueue.size() > memoryLimit) {
forwardPacket();
}
return true;
}
vector<int> forwardPacket() {
if (packetQueue.empty()) return {};
auto packet = packetQueue.front();
auto [time, src, dest] = packet;
packetSet.erase(packet);
packetQueue.pop();
destTimes[dest].pop_front();
return {src, dest, time};
}
int getCount(int destination, int startTime, int endTime) {
if (!destTimes.count(destination)) return 0;
auto& times = destTimes[destination];
auto lo = lower_bound(times.cbegin(), times.cend(), startTime);
auto hi = upper_bound(times.cbegin(), times.cend(), endTime);
return hi - lo;
}
};