Shortest Path to Get Food

Problem

You are starving and you want to eat food as quickly as possible. You want to find the shortest path to arrive at any food cell.

You are given an m x n character matrix, grid, of these different types of cells:

  • '' is your location. There is exactly one '' cell.
  • ’#’ is a food cell. There may be multiple food cells.
  • ‘O’ is free space, and you can travel through these cells.
  • ‘X’ is an obstacle, and you cannot travel through these cells.

You can travel to any adjacent cell north, east, south, or west of your current location if there is not an obstacle.

Return the length of the shortest path for you to reach any food cell. If there is no path for you to reach food, return -1.

Example 1:

Input: grid = [["X","X","X","X","X","X"],["X","*","O","O","O","X"],["X","O","O","#","O","X"],["X","X","X","X","X","X"]]
Output: 3
Explanation: It takes 3 steps to reach the food.

Example 2:

Input: grid = [["X","X","X","X","X"],["X","*","X","O","X"],["X","O","X","#","X"],["X","X","X","X","X"]]
Output: -1
Explanation: It is not possible to reach the food.

Example 3:

Input: grid = [["X","X","X","X","X","X","X","X"],["X","*","O","X","O","#","O","X"],["X","O","O","X","O","O","X","X"],["X","O","O","O","O","#","O","X"],["X","X","X","X","X","X","X","X"]]
Output: 6
Explanation: There can be multiple food cells. It only takes 6 steps to reach the bottom food.

Constraints:

  • m == grid.length
  • n == grid[i].length
  • 1 <= m, n <= 200
  • grid[row][col] is ’*’, ‘X’, ‘O’, or ’#’.
  • The grid contains exactly one ’*’.

Solution

class Solution {
    record Coord(int row, int col) {}

    public int getFood(char[][] grid) {
        var q = new LinkedList<Coord>();
        var visited = new boolean[grid.length][grid[0].length];

        // scan through the grid and find the starting pos
        for (var row = 0; row < grid.length; row++) {
            for (var col = 0; col < grid[0].length; col++) {
                if (grid[row][col] == '*') {
                    visited[row][col] = true;
                    q.add(new Coord(row, col));
                    break;
                }
            }
        }

        var distance = 0;

        while (!q.isEmpty()) {
            var size = q.size();
            for (int i = 0; i < size; i++) {
                var curr = q.poll();
                if (grid[curr.row][curr.col] == '#') {
                    return distance;
                }
                // add moves to queue
                var up = new Coord(curr.row + 1, curr.col);
                var down = new Coord(curr.row - 1, curr.col);
                var left = new Coord(curr.row, curr.col - 1);
                var right = new Coord(curr.row, curr.col + 1);

                List.of(up, down, left, right).stream().filter(c -> {
                    return c.row >= 0 && c.row < grid.length && c.col >= 0 && c.col < grid[0].length &&
                      grid[c.row][c.col] != 'X' && visited[c.row][c.col] == false;
                }).forEach(c -> {
                    visited[c.row][c.col] = true;
                    q.add(c);
                });
            }
            distance += 1;
        }

        return -1;
    }
}

Recent posts from blogs that I like

Doing nothing at work

Many engineers should be doing less work. I don’t necessarily mean producing less code or fewer changes, but literally working fewer hours in the day. When they do work, they should be working at a slower pace. I like to aim to be running at 80% utilization by default: unless I have a high-pressure ...

via Sean Goedecke

Elihu Vedder’s symbolism and stories: 1885-1913

More myth and Symbolism, with the Pleiades, Fates, and Fortuna, followed by large murals and a mosaic in the Library of Congress.

via The Eclectic Light Company

Thoughts on starting new projects with LLM agents

A few months ago I wrote about using LLM agents to help restructuring one of my Python projects. It's worth beginning by saying that the rewrite has been successful by all reasonable measures; I've been able to continue maintaining that project since then without an issue. In this post, I want to di...

via Eli Bendersky