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DSA C#programming~10 mins

Trapping Rain Water Problem in DSA C# - Execution Trace

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Concept Flow - Trapping Rain Water Problem
Start with height array
↓
Initialize left=0, right=end, leftMax=0, rightMax=0, water=0
↓
While left < right
↓
left height < right height?
Yes→If height[left
| No↓
If height[right
↓
Move pointers inward (left++ or right--)
↓
Repeat until left >= right
↓
Return total water trapped
The flow shows how two pointers move inward from both ends, updating max heights and accumulating trapped water step-by-step.
Execution Sample
DSA C#
int Trap(int[] height) {
  int left=0, right=height.Length-1;
  int leftMax=0, rightMax=0, water=0;
  while(left<right) {
    if(height[left]<height[right]) {
      if(height[left]>=leftMax) leftMax=height[left];
      else water+=leftMax-height[left];
      left++;
    } else {
      if(height[right]>=rightMax) rightMax=height[right];
      else water+=rightMax-height[right];
      right--;
    }
  }
  return water;
}
This code calculates trapped rain water using two pointers moving inward, updating max heights and accumulating water.
Execution Table
StepOperationLeft PointerRight PointerLeftMaxRightMaxWater AddedTotal WaterVisual State
1Initialize pointers and maxes0110000[0,1,0,2,1,0,1,3,2,1,2,1]
2Compare height[left]=0 < height[right]=101100Yes0[0,1,0,2,1,0,1,3,2,1,2,1]
3height[left]=0 >= leftMax=0? Update leftMax=00110000[0,1,0,2,1,0,1,3,2,1,2,1]
4Move left pointer to 11110000[0,1,0,2,1,0,1,3,2,1,2,1]
5Compare height[left]=1 < height[right]=111100No (equal)0[0,1,0,2,1,0,1,3,2,1,2,1]
6height[right]=1 >= rightMax=0? Update rightMax=11110100[0,1,0,2,1,0,1,3,2,1,2,1]
7Move right pointer to 101100100[0,1,0,2,1,0,1,3,2,1,2,1]
8Compare height[left]=1 < height[right]=211001Yes0[0,1,0,2,1,0,1,3,2,1,2,1]
9height[left]=1 >= leftMax=0? Update leftMax=11101100[0,1,0,2,1,0,1,3,2,1,2,1]
10Move left pointer to 22101100[0,1,0,2,1,0,1,3,2,1,2,1]
11Compare height[left]=0 < height[right]=221011Yes0[0,1,0,2,1,0,1,3,2,1,2,1]
12height[left]=0 < leftMax=1? Add water=12101111[0,1,0,2,1,0,1,3,2,1,2,1]
13Move left pointer to 33101111[0,1,0,2,1,0,1,3,2,1,2,1]
14Compare height[left]=2 < height[right]=231011No (equal)1[0,1,0,2,1,0,1,3,2,1,2,1]
15height[right]=2 >= rightMax=1? Update rightMax=23101201[0,1,0,2,1,0,1,3,2,1,2,1]
16Move right pointer to 9391201[0,1,0,2,1,0,1,3,2,1,2,1]
17Compare height[left]=2 < height[right]=13912No1[0,1,0,2,1,0,1,3,2,1,2,1]
18height[right]=1 < rightMax=2? Add water=1391212[0,1,0,2,1,0,1,3,2,1,2,1]
19Move right pointer to 8381212[0,1,0,2,1,0,1,3,2,1,2,1]
20Compare height[left]=2 < height[right]=23812No (equal)2[0,1,0,2,1,0,1,3,2,1,2,1]
21height[right]=2 >= rightMax=2? Update rightMax=2381202[0,1,0,2,1,0,1,3,2,1,2,1]
22Move right pointer to 7371202[0,1,0,2,1,0,1,3,2,1,2,1]
23Compare height[left]=2 < height[right]=33712Yes2[0,1,0,2,1,0,1,3,2,1,2,1]
24height[left]=2 >= leftMax=1? Update leftMax=2372202[0,1,0,2,1,0,1,3,2,1,2,1]
25Move left pointer to 4472202[0,1,0,2,1,0,1,3,2,1,2,1]
26Compare height[left]=1 < height[right]=34722Yes2[0,1,0,2,1,0,1,3,2,1,2,1]
27height[left]=1 < leftMax=2? Add water=1472213[0,1,0,2,1,0,1,3,2,1,2,1]
28Move left pointer to 5572213[0,1,0,2,1,0,1,3,2,1,2,1]
29Compare height[left]=0 < height[right]=35722Yes3[0,1,0,2,1,0,1,3,2,1,2,1]
30height[left]=0 < leftMax=2? Add water=2572225[0,1,0,2,1,0,1,3,2,1,2,1]
31Move left pointer to 6672225[0,1,0,2,1,0,1,3,2,1,2,1]
32Compare height[left]=1 < height[right]=36722Yes5[0,1,0,2,1,0,1,3,2,1,2,1]
33height[left]=1 < leftMax=2? Add water=1672216[0,1,0,2,1,0,1,3,2,1,2,1]
34Move left pointer to 7772216[0,1,0,2,1,0,1,3,2,1,2,1]
35Exit loop since left >= right772206[0,1,0,2,1,0,1,3,2,1,2,1]
💡 left pointer (7) is no longer less than right pointer (7), loop ends
Variable Tracker
VariableStartAfter Step 4After Step 7After Step 10After Step 13After Step 16After Step 19After Step 22After Step 25After Step 28After Step 31Final
left011233334567
right11111010109877777
leftMax000111112222
rightMax001112222222
water000011222356
Key Moments - 3 Insights
Why do we compare height[left] and height[right] to decide which pointer to move?
Because the trapped water depends on the smaller side's max height. The execution_table rows 2,5,8,14,17,20 show that we move the pointer at the smaller height to safely calculate trapped water.
Why do we add water as leftMax - height[left] or rightMax - height[right]?
Because water trapped at a position is limited by the smaller max height on either side minus the current height. Rows 12,18,27,30,33 show water added as difference between max height and current height.
Why does the loop stop when left >= right?
Because pointers have met or crossed, meaning all positions have been processed. Row 35 shows the exit condition when left=7 and right=7.
Visual Quiz - 3 Questions
Test your understanding
Look at the execution_table at step 12, how much water is added and what is the total water?
AWater added=1, Total water=1
BWater added=0, Total water=0
CWater added=2, Total water=2
DWater added=1, Total water=0
💡 Hint
Check columns 'Water Added' and 'Total Water' at step 12 in execution_table
At which step does the rightMax first update to 2?
AStep 15
BStep 6
CStep 20
DStep 10
💡 Hint
Look at 'RightMax' column changes in execution_table rows around step 15
If height[left] was always greater than height[right], which pointer would move according to the flow?
ALeft pointer moves
BRight pointer moves
CBoth pointers move simultaneously
DNeither pointer moves
💡 Hint
Refer to concept_flow and execution_table steps where height[left] >= height[right], pointer moved is right
Concept Snapshot
Trapping Rain Water Problem:
- Use two pointers: left at start, right at end
- Track leftMax and rightMax heights
- Move pointer with smaller height inward
- Add water = maxHeight - current height if current < max
- Stop when pointers meet
- Return total trapped water
Full Transcript
The Trapping Rain Water problem is solved by using two pointers starting at both ends of the height array. We keep track of the highest wall seen from the left (leftMax) and from the right (rightMax). At each step, we compare the heights at the pointers. We move the pointer at the smaller height inward because the trapped water depends on the smaller side. If the current height is less than the max height on that side, we add the difference to the total water trapped. We update max heights when we find a taller wall. The process repeats until the pointers meet. The total water accumulated is returned. The execution table shows each step with pointer positions, max heights, water added, and the total water so far. Key moments clarify why we move pointers based on height comparison, how water is calculated, and why the loop ends when pointers meet.

Practice

(1/5)
1. What does the Trapping Rain Water problem ask you to find given an array of heights?
easy
A. The minimum height of the bars.
B. The maximum height of the bars.
C. The number of bars in the array.
D. The total amount of water that can be trapped between the bars.

Solution

  1. Step 1: Understand the problem context

    The problem gives an array representing heights of bars and asks how much water can be trapped after raining.
  2. Step 2: Identify the goal

    The goal is to calculate the total trapped water volume between bars, not just heights or counts.
  3. Final Answer:

    The total amount of water that can be trapped between the bars. -> Option D
  4. Quick Check:

    Trapping Rain Water = Total trapped water [OK]
Hint: Focus on trapped water volume, not bar heights or counts [OK]
Common Mistakes:
  • Confusing trapped water with maximum bar height
  • Counting bars instead of calculating water volume
  • Ignoring the space between bars
2. Which of the following C# code snippets correctly initializes an array of heights for the Trapping Rain Water problem?
easy
A. int[] heights = new int[] {4, 2, 0, 3, 2, 5};
B. int heights = {4, 2, 0, 3, 2, 5};
C. int[] heights = (4, 2, 0, 3, 2, 5);
D. int heights[] = new int[6] {4, 2, 0, 3, 2, 5};

Solution

  1. Step 1: Check array initialization syntax in C#

    Correct syntax uses int[] variable = new int[] {values};
  2. Step 2: Validate each option

    int[] heights = new int[] {4, 2, 0, 3, 2, 5}; uses correct syntax; B and C have invalid syntax; D has incorrect array declaration style.
  3. Final Answer:

    int[] heights = new int[] {4, 2, 0, 3, 2, 5}; -> Option A
  4. Quick Check:

    C# array init = new int[] {values} [OK]
Hint: Use 'int[] arr = new int[] {values};' for array initialization [OK]
Common Mistakes:
  • Missing 'new int[]' keyword
  • Using parentheses instead of braces
  • Incorrect array declaration syntax
3. What is the output of the following C# code snippet?
int[] height = {0,1,0,2,1,0,1,3,2,1,2,1};
int trappedWater = Trap(height);
Console.WriteLine(trappedWater);

int Trap(int[] height) {
    int left = 0, right = height.Length - 1;
    int leftMax = 0, rightMax = 0;
    int water = 0;
    while (left < right) {
        if (height[left] < height[right]) {
            if (height[left] >= leftMax) leftMax = height[left];
            else water += leftMax - height[left];
            left++;
        } else {
            if (height[right] >= rightMax) rightMax = height[right];
            else water += rightMax - height[right];
            right--;
        }
    }
    return water;
}
medium
A. 7
B. 6
C. 5
D. 8

Solution

  1. Step 1: Understand two-pointer approach in code

    Left and right pointers move inward, tracking max heights and accumulating trapped water.
  2. Step 2: Trace the code with given input

    For input {0,1,0,2,1,0,1,3,2,1,2,1}, trapped water calculated is 6 units.
  3. Final Answer:

    6 -> Option B
  4. Quick Check:

    Two-pointer trap water = 6 [OK]
Hint: Use two-pointer method to sum trapped water efficiently [OK]
Common Mistakes:
  • Miscounting trapped water units
  • Confusing leftMax and rightMax updates
  • Incorrect pointer movement logic
4. Identify the bug in the following C# code for the Trapping Rain Water problem:
int Trap(int[] height) {
    int left = 0, right = height.Length - 1;
    int leftMax = 0, rightMax = 0;
    int water = 0;
    while (left <= right) {
        if (height[left] < height[right]) {
            if (height[left] > leftMax) leftMax = height[left];
            else water += leftMax - height[left];
            left++;
        } else {
            if (height[right] > rightMax) rightMax = height[right];
            else water += rightMax - height[right];
            right--;
        }
    }
    return water;
}
medium
A. The loop condition should be 'left < right' instead of 'left <= right'.
B. The comparison operators for updating leftMax and rightMax should be '>=' instead of '>'.
C. The water accumulation should be outside the if-else blocks.
D. The initial values of leftMax and rightMax should be -1.

Solution

  1. Step 1: Analyze loop condition impact

    Using 'left <= right' causes double counting when left equals right, leading to incorrect water calculation.
  2. Step 2: Correct loop condition

    Changing to 'left < right' prevents overlap and fixes the bug.
  3. Final Answer:

    The loop condition should be 'left < right' instead of 'left <= right'. -> Option A
  4. Quick Check:

    Loop condition 'left < right' avoids double counting [OK]
Hint: Use strict less-than in loop to avoid double counting [OK]
Common Mistakes:
  • Using <= causes overlap and wrong water sum
  • Changing comparison operators unnecessarily
  • Moving water calculation outside conditions
5. Given the height array {5, 2, 1, 2, 1, 5}, what is the total trapped rain water? Explain why the trapped water forms in this case.
hard
A. 10
B. 8
C. 14
D. 12

Solution

  1. Step 1: Calculate trapped water at each position

    Left max array: [5,5,5,5,5,5], Right max array: [5,5,5,5,5,5]. Water trapped = min(leftMax, rightMax) - height at each index: positions 1=3, 2=4, 3=3, 4=4.
  2. Step 2: Sum trapped water and explain formation

    Total trapped water = 3+4+3+4 = 14 units. Water forms because tall bars at ends trap water over lower bars inside.
  3. Final Answer:

    14 -> Option C
  4. Quick Check:

    Sum trapped water = 14 units [OK]
Hint: Use leftMax and rightMax arrays to find trapped water [OK]
Common Mistakes:
  • Ignoring max heights on both sides
  • Calculating trapped water incorrectly per position
  • Forgetting to sum all trapped units
Recommended

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10 questions~5 mineasy hard