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Hard
1809
Biweekly Contest 19 Q4
Breadth-First Search
Array
Hash Table

中文文档

Description

Given an array of integers arr, you are initially positioned at the first index of the array.

In one step you can jump from index i to index:

  • i + 1 where: i + 1 < arr.length.
  • i - 1 where: i - 1 >= 0.
  • j where: arr[i] == arr[j] and i != j.

Return the minimum number of steps to reach the last index of the array.

Notice that you can not jump outside of the array at any time.

 

Example 1:

Input: arr = [100,-23,-23,404,100,23,23,23,3,404]
Output: 3
Explanation: You need three jumps from index 0 --> 4 --> 3 --> 9. Note that index 9 is the last index of the array.

Example 2:

Input: arr = [7]
Output: 0
Explanation: Start index is the last index. You do not need to jump.

Example 3:

Input: arr = [7,6,9,6,9,6,9,7]
Output: 1
Explanation: You can jump directly from index 0 to index 7 which is last index of the array.

 

Constraints:

  • 1 <= arr.length <= 5 * 104
  • -108 <= arr[i] <= 108

Solutions

Solution 1

Python3

class Solution:
    def minJumps(self, arr: List[int]) -> int:
        g = defaultdict(list)
        for i, x in enumerate(arr):
            g[x].append(i)
        q = deque([0])
        vis = {0}
        ans = 0
        while 1:
            for _ in range(len(q)):
                i = q.popleft()
                if i == len(arr) - 1:
                    return ans
                for j in (i + 1, i - 1, *g.pop(arr[i], [])):
                    if 0 <= j < len(arr) and j not in vis:
                        q.append(j)
                        vis.add(j)
            ans += 1

Java

class Solution {
    public int minJumps(int[] arr) {
        Map<Integer, List<Integer>> g = new HashMap<>();
        int n = arr.length;
        for (int i = 0; i < n; i++) {
            g.computeIfAbsent(arr[i], k -> new ArrayList<>()).add(i);
        }
        boolean[] vis = new boolean[n];
        Deque<Integer> q = new ArrayDeque<>();
        q.offer(0);
        vis[0] = true;
        for (int ans = 0;; ++ans) {
            for (int k = q.size(); k > 0; --k) {
                int i = q.poll();
                if (i == n - 1) {
                    return ans;
                }
                for (int j : g.get(arr[i])) {
                    if (!vis[j]) {
                        vis[j] = true;
                        q.offer(j);
                    }
                }
                g.get(arr[i]).clear();
                for (int j : new int[] {i - 1, i + 1}) {
                    if (0 <= j && j < n && !vis[j]) {
                        vis[j] = true;
                        q.offer(j);
                    }
                }
            }
        }
    }
}

C++

class Solution {
public:
    int minJumps(vector<int>& arr) {
        unordered_map<int, vector<int>> g;
        int n = arr.size();
        for (int i = 0; i < n; ++i) {
            g[arr[i]].push_back(i);
        }
        vector<bool> vis(n);
        queue<int> q{{0}};
        vis[0] = true;
        for (int ans = 0;; ++ans) {
            for (int k = q.size(); k; --k) {
                int i = q.front();
                q.pop();
                if (i == n - 1) {
                    return ans;
                }
                for (int j : g[arr[i]]) {
                    if (!vis[j]) {
                        vis[j] = true;
                        q.push(j);
                    }
                }
                g[arr[i]].clear();
                for (int j : {i - 1, i + 1}) {
                    if (0 <= j && j < n && !vis[j]) {
                        vis[j] = true;
                        q.push(j);
                    }
                }
            }
        }
    }
};

Go

func minJumps(arr []int) int {
	g := map[int][]int{}
	for i, x := range arr {
		g[x] = append(g[x], i)
	}
	n := len(arr)
	q := []int{0}
	vis := make([]bool, n)
	vis[0] = true
	for ans := 0; ; ans++ {
		for k := len(q); k > 0; k-- {
			i := q[0]
			q = q[1:]
			if i == n-1 {
				return ans
			}
			for _, j := range g[arr[i]] {
				if !vis[j] {
					vis[j] = true
					q = append(q, j)
				}
			}
			g[arr[i]] = nil
			for _, j := range []int{i - 1, i + 1} {
				if 0 <= j && j < n && !vis[j] {
					vis[j] = true
					q = append(q, j)
				}
			}
		}
	}
}

TypeScript

function minJumps(arr: number[]): number {
    const g: Map<number, number[]> = new Map();
    const n = arr.length;
    for (let i = 0; i < n; ++i) {
        if (!g.has(arr[i])) {
            g.set(arr[i], []);
        }
        g.get(arr[i])!.push(i);
    }
    let q: number[] = [0];
    const vis: boolean[] = Array(n).fill(false);
    vis[0] = true;
    for (let ans = 0; ; ++ans) {
        const nq: number[] = [];
        for (const i of q) {
            if (i === n - 1) {
                return ans;
            }
            for (const j of g.get(arr[i])!) {
                if (!vis[j]) {
                    vis[j] = true;
                    nq.push(j);
                }
            }
            g.get(arr[i])!.length = 0;
            for (const j of [i - 1, i + 1]) {
                if (j >= 0 && j < n && !vis[j]) {
                    vis[j] = true;
                    nq.push(j);
                }
            }
        }
        q = nq;
    }
}