Trapping Rain Water
Compute how much water can be trapped after raining.
Examples
The elevation map [0,1,0,2,1,0,1,3,2,1,2,1] traps 6 units of rain water.
Problem Understanding
The Goal
Given n non-negative integers representing an elevation map where the width of each bar is 1, compute how much water it can trap after raining.
Imagine looking at the side profile of a structure built with blocks. When it rains, water fills the "valleys" formed between taller "peaks".
Key Insight
For any given bar at index i, the amount of water it can hold above it is determined by:min(max_height_to_left, max_height_to_right) - height[i]
If this value is negative, it means the bar is taller than the water level, so it holds 0 water.
Algorithm Strategy
The Two Pointer Approach
Instead of pre-computing the max height to the left and right for every index (which takes O(n) space), we can use two pointers to solve this in O(n) time and O(1) space.
- Initialize
left = 0andright = n - 1. - Track
leftMaxandrightMaxseen so far. - The Logic: The amount of water trapped at a position is limited by the shorter of the two boundaries.
- If
leftMax < rightMax: We know the water level at theleftpointer is determined byleftMax(because there's a taller wall somewhere on the right). We calculate water forleft, updateleftMax, and moveleftforward. - If
leftMax >= rightMax: We know the water level at therightpointer is determined byrightMax(because there's a taller wall somewhere on the left). We calculate water forright, updaterightMax, and moverightbackward.
- If
Interactive Visualization
Start with pointers at ends.Left Max: 0, Right Max: 1.
See the Logic in Motion
Stop memorizing code. Unlock the full interactive visualizer to master the logic step-by-step.- Problem Understanding
- Algorithm Strategy
- Interactive Visualization
- Dry Run
- Edge Cases & Common Mistakes
- Solution
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