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#ifndef _CHEAPST_FLIGHTS_H_
#define _CHEAPST_FLIGHTS_H_
#include <iostream>
#include <climits>
#include <vector>
#include <deque>
#include <map>
#include "gtest.h"
using namespace std;
/*
787. Cheapest Flights Within K Stops
There are n cities connected by m flights.
Each fight starts from city u and arrives at v with a price w.
Now given all the cities and fights,
together with starting city src and the destination dst,
your task is to find the cheapest price from src to dst with
up to k stops. If there is no such route, output -1.
Example 1:
Input:
n = 3, edges = [[0,1,100],[1,2,100],[0,2,500]]
src = 0, dst = 2, k = 1
Output: 200
Example 2:
Input:
n = 3, edges = [[0,1,100],[1,2,100],[0,2,500]]
src = 0, dst = 2, k = 0
Output: 500
Note:
The number of nodes n will be in range [1, 100],
with nodes labeled from 0 to n - 1.
The size of flights will be in range [0, n * (n - 1) / 2].
The format of each flight will be (src, dst, price).
The price of each flight will be in the range [1, 10000].
k is in the range of [0, n - 1].
There will not be any duplicated flights or self cycles.
*/
class CheapstFlights {
struct Node {
int _left_step;
int _price;
map<int, int> _adj_node_w; // adjacent node index to weight
};
Node _node_list[100];
void ClearNodeList(int n) {
for (int i = 0; i < n; ++i) {
_node_list[i]._left_step = -1;
_node_list[i]._price = INT_MAX;
_node_list[i]._adj_node_w.clear();
}
}
public:
int findCheapestPrice(int n, vector<vector<int>>& flights, int src, int dst, int K) {
if (src == dst) return 0;
ClearNodeList(n);
for (size_t i = 0; i < flights.size(); ++i) {
_node_list[flights[i][0]]._adj_node_w[flights[i][1]] = flights[i][2];
}
int price = INT_MAX;
deque<int> node_queue;
node_queue.push_back(src);
_node_list[src]._left_step = K + 1;
_node_list[src]._price = 0;
while (!node_queue.empty()) {
int curr_node_idx = node_queue.front();
Node& cnode = _node_list[curr_node_idx];
node_queue.pop_front();
if (cnode._left_step == 0) {
if (curr_node_idx == dst && price > cnode._price) {
price = cnode._price;
}
}
else {
auto iter = cnode._adj_node_w.begin();
for (; iter != cnode._adj_node_w.end(); ++iter) {
Node& adj_node = _node_list[iter->first];
if (iter->first == dst) {
int min_price = min(adj_node._price, cnode._price + iter->second);
if (price > min_price) {
price = min_price;
}
}
else {
if (cnode._left_step == 1) continue;
if (adj_node._price > (cnode._price + iter->second)) {
adj_node._price = cnode._price + iter->second;
adj_node._left_step = cnode._left_step - 1;
node_queue.push_back(iter->first);
}
}
}
}
}
if (price == INT_MAX) return -1;
return price;
}
};
class TestCheapstFlights : public testing::Test
{
};
TEST_F(TestCheapstFlights, TCF1)
{
CheapstFlights cf;
vector<vector<int>> flights = {
{0, 1, 100},
{1, 2, 100},
{0, 2, 500}
};
double price = cf.findCheapestPrice(3, flights, 0, 2, 1);
EXPECT_EQ(price, 200);
cout << price << endl;
/*
4
[[0,1,1],[0,2,5],[1,2,1],[2,3,1]]
0
3
1
*/
flights = {
{0, 1, 1},
{0, 2, 5},
{1, 2, 1},
{2, 3, 1}
};
price = cf.findCheapestPrice(4, flights, 0, 3, 1);
EXPECT_EQ(price, 6);
cout << price << endl;
/*
17
{{0,12,28},{5,6,39},{8,6,59},{13,15,7},{13,12,38},{10,12,35},
{15,3,23},{7,11,26},{9,4,65},{10,2,38},{4,7,7},{14,15,31},
{2,12,44},{8,10,34},{13,6,29},{5,14,89},{11,16,13},{7,3,46},
{10,15,19},{12,4,58},{13,16,11},{16,4,76},{2,0,12},{15,0,22},
{16,12,13},{7,1,29},{7,14,100},{16,1,14},{9,6,74},{11,1,73},
{2,11,60},{10,11,85},{2,5,49},{3,4,17},{4,9,77},{16,3,47},
{15,6,78},{14,1,90},{10,5,95},{1,11,30},{11,0,37},{10,4,86},
{0,8,57},{6,14,68},{16,8,3},{13,0,65},{2,13,6},{5,13,5},
{8,11,31},{6,10,20},{6,2,33},{9,1,3},{14,9,58},{12,3,19},
{11,2,74},{12,14,48},{16,11,100},{3,12,38},{12,13,77},
{10,9,99},{15,13,98},{15,12,71},{1,4,28},{7,0,83},{3,5,100},
{8,9,14},{15,11,57},{3,6,65},{1,3,45},{14,7,74},{2,10,39},
{4,8,73},{13,5,77},{10,0,43},{12,9,92},{8,2,26},{1,7,7},
{9,12,10},{13,11,64},{8,13,80},{6,12,74},{9,7,35},{0,15,48},
{3,7,87},{16,9,42},{5,16,64},{4,5,65},{15,14,70},{12,0,13},
{16,14,52},{3,10,80},{14,11,85},{15,2,77},{4,11,19},{2,7,49},
{10,7,78},{14,6,84},{13,7,50},{11,6,75},{5,10,46},{13,8,43},
{9,10,49},{7,12,64},{0,10,76},{5,9,77},{8,3,28},{11,9,28},
{12,16,87},{12,6,24},{9,15,94},{5,7,77},{4,10,18},{7,2,11},
{9,5,41}}
13
4
13
*/
flights = {{0,12,28},{5,6,39},{8,6,59},{13,15,7},{13,12,38},{10,12,35},
{15,3,23},{7,11,26},{9,4,65},{10,2,38},{4,7,7},{14,15,31},
{2,12,44},{8,10,34},{13,6,29},{5,14,89},{11,16,13},{7,3,46},
{10,15,19},{12,4,58},{13,16,11},{16,4,76},{2,0,12},{15,0,22},
{16,12,13},{7,1,29},{7,14,100},{16,1,14},{9,6,74},{11,1,73},
{2,11,60},{10,11,85},{2,5,49},{3,4,17},{4,9,77},{16,3,47},
{15,6,78},{14,1,90},{10,5,95},{1,11,30},{11,0,37},{10,4,86},
{0,8,57},{6,14,68},{16,8,3},{13,0,65},{2,13,6},{5,13,5},
{8,11,31},{6,10,20},{6,2,33},{9,1,3},{14,9,58},{12,3,19},
{11,2,74},{12,14,48},{16,11,100},{3,12,38},{12,13,77},
{10,9,99},{15,13,98},{15,12,71},{1,4,28},{7,0,83},{3,5,100},
{8,9,14},{15,11,57},{3,6,65},{1,3,45},{14,7,74},{2,10,39},
{4,8,73},{13,5,77},{10,0,43},{12,9,92},{8,2,26},{1,7,7},
{9,12,10},{13,11,64},{8,13,80},{6,12,74},{9,7,35},{0,15,48},
{3,7,87},{16,9,42},{5,16,64},{4,5,65},{15,14,70},{12,0,13},
{16,14,52},{3,10,80},{14,11,85},{15,2,77},{4,11,19},{2,7,49},
{10,7,78},{14,6,84},{13,7,50},{11,6,75},{5,10,46},{13,8,43},
{9,10,49},{7,12,64},{0,10,76},{5,9,77},{8,3,28},{11,9,28},
{12,16,87},{12,6,24},{9,15,94},{5,7,77},{4,10,18},{7,2,11},
{9,5,41}};
price = cf.findCheapestPrice(17, flights, 13, 4, 13);
EXPECT_EQ(price, 47);
cout << price << endl;
}
#endif
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