--- name: maze-generation-patterns description: Document maze generation algorithms (recursive backtracking, etc.), provide error handling patterns, include retry logic with limited attempts, document pathfinding validation patterns, and provide test patterns for maze generation. Use when implementing maze generation features. --- # Maze Generation Patterns ## Overview Patterns for implementing maze generation algorithms, including error handling, retry logic, pathfinding validation, and testing approaches. ## Maze Generation Algorithms ### Algorithm 1: Recursive Backtracking **Most common algorithm** for maze generation: ```typescript interface Cell { x: number; y: number; walls: { north: boolean; south: boolean; east: boolean; west: boolean; }; visited: boolean; } function generateMazeRecursiveBacktracking( width: number, height: number, seed?: number ): Cell[][] { // Initialize grid const grid: Cell[][] = []; for (let y = 0; y < height; y++) { grid[y] = []; for (let x = 0; x < width; x++) { grid[y][x] = { x, y, walls: { north: true, south: true, east: true, west: true }, visited: false, }; } } // Seed RNG if provided if (seed !== undefined) { seedRNG(seed); } // Stack for backtracking const stack: Cell[] = []; let current = grid[0][0]; current.visited = true; stack.push(current); // Generate maze while (stack.length > 0) { const neighbors = getUnvisitedNeighbors(current, grid); if (neighbors.length > 0) { // Choose random neighbor const next = neighbors[Math.floor(seededRandom() * neighbors.length)]; // Remove wall between current and next removeWall(current, next); // Mark next as visited next.visited = true; stack.push(next); current = next; } else { // Backtrack current = stack.pop()!; } } return grid; } function getUnvisitedNeighbors(cell: Cell, grid: Cell[][]): Cell[] { const neighbors: Cell[] = []; const { x, y } = cell; // Check all four directions const directions = [ { x: 0, y: -1, name: 'north' }, { x: 0, y: 1, name: 'south' }, { x: 1, y: 0, name: 'east' }, { x: -1, y: 0, name: 'west' }, ]; for (const dir of directions) { const nx = x + dir.x; const ny = y + dir.y; if ( nx >= 0 && nx < grid[0].length && ny >= 0 && ny < grid.length && !grid[ny][nx].visited ) { neighbors.push(grid[ny][nx]); } } return neighbors; } function removeWall(current: Cell, next: Cell): void { const dx = next.x - current.x; const dy = next.y - current.y; if (dx === 1) { // Moving east current.walls.east = false; next.walls.west = false; } else if (dx === -1) { // Moving west current.walls.west = false; next.walls.east = false; } else if (dy === 1) { // Moving south current.walls.south = false; next.walls.north = false; } else if (dy === -1) { // Moving north current.walls.north = false; next.walls.south = false; } } ``` ### Algorithm 2: Kruskal's Algorithm **Alternative algorithm** using union-find: ```typescript function generateMazeKruskal( width: number, height: number, seed?: number ): Cell[][] { // Initialize grid with all walls const grid: Cell[][] = initializeGrid(width, height); // Create list of all walls const walls: Array<{ cell1: Cell; cell2: Cell }> = []; // ... populate walls list ... // Shuffle walls if (seed !== undefined) { seedRNG(seed); } shuffle(walls); // Union-find data structure const parent = new Map(); // Process walls for (const wall of walls) { if (find(wall.cell1) !== find(wall.cell2)) { removeWall(wall.cell1, wall.cell2); union(wall.cell1, wall.cell2); } } return grid; } ``` ## Error Handling Patterns ### Pattern 1: Try-Catch with Fallback **Handle generation errors** with fallback maze: ```typescript function generateMaze(seed: number): MazeData { try { // Check for test mode failure injection if ((window as any).__TEST_MAZE_FAILURE__) { throw new Error('Test mode: Forced maze generation failure'); } return generateMazeRecursiveBacktracking(10, 10, seed); } catch (error) { console.error('Maze generation failed:', error); // Create simple fallback maze return createFallbackMaze(); } } function createFallbackMaze(): MazeData { // Simple straight path from start to exit const grid: Cell[][] = []; for (let y = 0; y < 10; y++) { grid[y] = []; for (let x = 0; x < 10; x++) { grid[y][x] = { x, y, walls: { north: y !== 0, south: y !== 9, east: x !== 9, west: x !== 0, }, visited: false, }; } } // Create straight path for (let x = 0; x < 10; x++) { grid[0][x].walls.south = false; grid[1][x].walls.north = false; } return { grid, start: { x: 0, y: 0 }, exit: { x: 9, y: 1 } }; } ``` ### Pattern 2: Retry Logic with Limited Attempts **Retry generation** with limited attempts: ```typescript function generateMazeWithRetry( seed: number, maxAttempts: number = 3 ): MazeData { for (let attempt = 1; attempt <= maxAttempts; attempt++) { try { return generateMazeRecursiveBacktracking(10, 10, seed + attempt); } catch (error) { console.warn(`Maze generation attempt ${attempt} failed:`, error); if (attempt === maxAttempts) { console.error('All maze generation attempts failed, using fallback'); return createFallbackMaze(); } } } // Should never reach here, but TypeScript needs it return createFallbackMaze(); } ``` ### Pattern 3: Validation Before Return **Validate maze** before returning: ```typescript function generateMaze(seed: number): MazeData { const maze = generateMazeRecursiveBacktracking(10, 10, seed); // Validate maze if (!validateMaze(maze)) { console.error('Generated maze failed validation, using fallback'); return createFallbackMaze(); } return maze; } function validateMaze(maze: MazeData): boolean { // Check if start and exit exist if (!maze.start || !maze.exit) { return false; } // Check if path exists from start to exit if (!pathExists(maze.start, maze.exit, maze.grid)) { return false; } return true; } ``` ## Pathfinding Validation Patterns ### Pattern 1: BFS Pathfinding **Verify path exists** using breadth-first search: ```typescript function pathExists( start: { x: number; y: number }, exit: { x: number; y: number }, grid: Cell[][] ): boolean { const queue: Array<{ x: number; y: number }> = [start]; const visited = new Set(); visited.add(`${start.x},${start.y}`); while (queue.length > 0) { const current = queue.shift()!; // Check if reached exit if (current.x === exit.x && current.y === exit.y) { return true; } // Check all neighbors const neighbors = getNeighbors(current, grid); for (const neighbor of neighbors) { const key = `${neighbor.x},${neighbor.y}`; if (!visited.has(key)) { visited.add(key); queue.push(neighbor); } } } return false; } function getNeighbors( cell: { x: number; y: number }, grid: Cell[][] ): Array<{ x: number; y: number }> { const neighbors: Array<{ x: number; y: number }> = []; const { x, y } = cell; const cellData = grid[y][x]; // Check all four directions if (!cellData.walls.north && y > 0) { neighbors.push({ x, y: y - 1 }); } if (!cellData.walls.south && y < grid.length - 1) { neighbors.push({ x, y: y + 1 }); } if (!cellData.walls.east && x < grid[0].length - 1) { neighbors.push({ x: x + 1, y }); } if (!cellData.walls.west && x > 0) { neighbors.push({ x: x - 1, y }); } return neighbors; } ``` ### Pattern 2: A* Pathfinding **More efficient pathfinding** for larger mazes: ```typescript function findPathAStar( start: { x: number; y: number }, exit: { x: number; y: number }, grid: Cell[][] ): Array<{ x: number; y: number }> | null { // A* implementation // ... (standard A* algorithm) ... return path; } ``` ## Test Patterns for Maze Generation ### Test 1: Deterministic Generation **Verify same seed produces same maze**: ```typescript describe('Maze Generation', () => { it('generates same maze with same seed', () => { const seed = 42; const maze1 = generateMaze(seed); const maze2 = generateMaze(seed); expect(maze1).toEqual(maze2); }); }); ``` ### Test 2: Path Validation **Verify path exists from start to exit**: ```typescript it('generates maze with valid path', () => { const maze = generateMaze(42); const pathExists = pathExists(maze.start, maze.exit, maze.grid); expect(pathExists).toBe(true); }); ``` ### Test 3: Error Handling **Verify error handling works**: ```typescript it('handles generation errors with fallback', () => { (window as any).__TEST_MAZE_FAILURE__ = true; const maze = generateMaze(42); expect(maze).toBeDefined(); expect(maze.grid).toBeDefined(); (window as any).__TEST_MAZE_FAILURE__ = false; }); ``` ### Test 4: Retry Logic **Verify retry logic works**: ```typescript it('retries generation on failure', () => { let attemptCount = 0; const originalGenerate = generateMazeRecursiveBacktracking; // Mock to fail first two attempts generateMazeRecursiveBacktracking = jest.fn(() => { attemptCount++; if (attemptCount < 3) { throw new Error('Generation failed'); } return originalGenerate(10, 10, 42); }); const maze = generateMazeWithRetry(42, 3); expect(maze).toBeDefined(); expect(attemptCount).toBe(3); }); ``` ## Best Practices 1. **Use seeded RNG**: Deterministic generation for testing 2. **Handle errors gracefully**: Fallback maze if generation fails 3. **Validate mazes**: Verify path exists before using 4. **Retry with limits**: Don't retry forever 5. **Test thoroughly**: Test generation, validation, error handling ## Resources - `rng-seeding-patterns` skill - RNG seed management - `phaser-game-testing` skill - Testing patterns

browser-testing-persistence

Scan your own AI components