Why Container With Most Water in DSA Java?

The Big Idea

What if you could find the biggest water container without trying every pair of walls?

The Scenario

Imagine you have a row of vertical lines on a wall, each with different heights. You want to find two lines that, together with the wall, can hold the most water between them.

Doing this by checking every possible pair of lines manually is like trying to find the biggest bucket by testing every pair of sticks one by one.

The Problem

Checking every pair of lines means a lot of work. If you have 100 lines, you would need to check 4,950 pairs! This is slow and tiring, and easy to make mistakes.

It's like trying to fill buckets with water by guessing which two sticks will hold the most water without a plan.

The Solution

The "Container With Most Water" approach uses two pointers starting at the ends of the line array. It moves the pointer with the smaller height inward, smartly skipping pairs that cannot hold more water.

This way, it finds the best pair quickly without checking every possibility.

Before vs After

✗ Before

int maxArea = 0;
for (int i = 0; i < height.length; i++) {
  for (int j = i + 1; j < height.length; j++) {
    int area = Math.min(height[i], height[j]) * (j - i);
    if (area > maxArea) maxArea = area;
  }
}

✓ After

int left = 0, right = height.length - 1, maxArea = 0;
while (left < right) {
  int area = Math.min(height[left], height[right]) * (right - left);
  maxArea = Math.max(maxArea, area);
  if (height[left] < height[right]) left++; else right--;
}

What It Enables

This method lets you quickly find the largest container for water, even with thousands of lines, saving time and effort.

Real Life Example

Think of building a water tank between two walls of different heights. You want to pick the best walls to hold the most water without testing every pair.

Key Takeaways

Manual checking of all pairs is slow and inefficient.

Two-pointer technique smartly narrows down the search.

Efficiently finds the maximum water container in linear time.

Practice

1. What does the Container With Most Water problem ask you to find given an array of heights?

easy

A. The minimum height of the lines in the array.

B. The maximum area of water that can be contained between two lines.

C. The total sum of all heights in the array.

D. The number of lines taller than a given height.

Solution

1. Step 1: Understand the problem statement

   The problem asks to find two lines which together with the x-axis form a container that holds the most water.

2. Step 2: Identify what to maximize

   We want to maximize the area between two lines, which is the width between them times the smaller height.

3. Final Answer:

   The maximum area of water that can be contained between two lines. -> Option B

4. Quick Check:

   Max area = max water container [OK]

Hint: Look for two lines maximizing min height * distance [OK]

Common Mistakes:

• Confusing maximum area with sum of heights
• Ignoring the smaller height between two lines
• Thinking it's about counting lines

2. Which of the following is the correct way to declare the two-pointer variables for solving the Container With Most Water problem in Java?

easy

A. int left = 0, right = heights.length;

B. int left = 1, right = heights.length;

C. int left = 1, right = heights.length - 1;

D. int left = 0, right = heights.length - 1;

Solution

1. Step 1: Understand array indexing in Java

   Arrays start at index 0, so the left pointer should start at 0.

2. Step 2: Set right pointer to last index

   The right pointer should be at the last element, which is length - 1.

3. Final Answer:

   int left = 0, right = heights.length - 1; -> Option D

4. Quick Check:

   Array indices start at 0 [OK]

Hint: Start pointers at 0 and length-1 for arrays [OK]

Common Mistakes:

• Starting pointers at 1 instead of 0
• Using length instead of length - 1 for last index
• Confusing array length with last index

3. What is the output of the following Java code snippet for the Container With Most Water problem?

int[] heights = {1, 8, 6, 2, 5, 4, 8, 3, 7};
int left = 0, right = heights.length - 1;
int maxArea = 0;
while (left < right) {
    int height = Math.min(heights[left], heights[right]);
    int width = right - left;
    maxArea = Math.max(maxArea, height * width);
    if (heights[left] < heights[right]) {
        left++;
    } else {
        right--;
    }
}
System.out.println(maxArea);

medium

A. 49

B. 56

C. 48

D. 50

Solution

1. Step 1: Initialize pointers and maxArea

   left=0, right=8, maxArea=0

2. Step 2: Iterate and calculate areas

   Calculate areas step-by-step: - left=0, right=8: min(1,7)=1, width=8, area=8, maxArea=8 - left=1, right=8: min(8,7)=7, width=7, area=49, maxArea=49 - left=1, right=7: min(8,3)=3, width=6, area=18, maxArea=49 - left=1, right=6: min(8,8)=8, width=5, area=40, maxArea=49 - left=1, right=5: min(8,4)=4, width=4, area=16, maxArea=49 - left=1, right=4: min(8,5)=5, width=3, area=15, maxArea=49 - left=1, right=3: min(8,2)=2, width=2, area=4, maxArea=49 - left=1, right=2: min(8,6)=6, width=1, area=6, maxArea=49 Loop ends when left >= right. This misses some pointer moves. Let's trace fully: - Start: left=0, right=8 area = min(1,7)*8=8 heights[left] left++ => left=1 - left=1, right=8 area = min(8,7)*7=49 heights[left]>heights[right] => right-- => right=7 - left=1, right=7 area = min(8,3)*6=18 heights[left]>heights[right] => right-- => right=6 - left=1, right=6 area = min(8,8)*5=40 heights[left]==heights[right] => right-- => right=5 - left=1, right=5 area = min(8,4)*4=16 heights[left]>heights[right] => right-- => right=4 - left=1, right=4 area = min(8,5)*3=15 heights[left]>heights[right] => right-- => right=3 - left=1, right=3 area = min(8,2)*2=4 heights[left]>heights[right] => right-- => right=2 - left=1, right=2 area = min(8,6)*1=6 heights[left]>heights[right] => right-- => right=1 - left=1, right=1 loop ends Max area found is 49. But the maximum area for this input is actually 49. However, 56 is 56, which is incorrect. Let's check if 56 is possible: - Between indices 1 and 6: min(8,8)*5=40 - Between indices 1 and 8: min(8,7)*7=49 - Between indices 2 and 8: min(6,7)*6=36 - Between indices 1 and 7: min(8,3)*6=18 - Between indices 0 and 8: min(1,7)*8=8 No 56 found. Therefore, correct answer is 49 -> 49.

3. Final Answer:

   49 -> Option A

4. Quick Check:

   Max area found = 49 [OK]

Hint: Move pointer with smaller height inward [OK]

Common Mistakes:

• Calculating area with max height instead of min
• Not updating maxArea correctly
• Moving wrong pointer in the loop

4. Identify the bug in the following Java code snippet for the Container With Most Water problem:

int[] heights = {1, 2, 4, 3};
int left = 0, right = heights.length - 1;
int maxArea = 0;
while (left <= right) {
    int height = Math.min(heights[left], heights[right]);
    int width = right - left;
    maxArea = Math.max(maxArea, height * width);
    if (heights[left] < heights[right]) {
        left++;
    } else {
        right--;
    }
}
System.out.println(maxArea);

medium

A. The pointers should both start at 0.

B. The width calculation should be right + left.

C. The loop condition should be left < right, not left <= right.

D. The maxArea should be initialized to Integer.MAX_VALUE.

Solution

1. Step 1: Analyze loop condition

   The loop runs while left <= right, which allows left == right, meaning width = 0.

2. Step 2: Understand impact on area calculation

   When left == right, width = 0, so area is zero and unnecessary iteration occurs. The correct condition is left < right to avoid zero width.

3. Final Answer:

   The loop condition should be left < right, not left <= right. -> Option C

4. Quick Check:

   Loop must stop before pointers meet [OK]

Hint: Use left < right to avoid zero width area [OK]

Common Mistakes:

• Using <= instead of < in loop condition
• Incorrect width calculation
• Wrong initialization of maxArea

5. Given an array of heights representing vertical lines, how would you modify the two-pointer approach to find the container with the most water if the lines can only be chosen at even indices?

hard

A. Initialize pointers at the first and last even indices, then move inward skipping odd indices.

B. Use a nested loop to check all pairs of even indices only.

C. Ignore the even index condition and apply the standard two-pointer approach.

D. Sort the array and then apply the two-pointer approach.

Solution

1. Step 1: Adjust pointers to even indices

   Start left pointer at index 0 (first even index) and right pointer at the last even index (length-1 or length-2 depending on parity).

2. Step 2: Move pointers inward skipping odd indices

   When moving pointers, increment or decrement by 2 to stay on even indices only.

3. Step 3: Calculate area as usual

   Calculate area using min height and width between pointers, update max area accordingly.

4. Final Answer:

   Initialize pointers at the first and last even indices, then move inward skipping odd indices. -> Option A

5. Quick Check:

   Restrict pointers to even indices [OK]

Hint: Move pointers by 2 to stay on even indices [OK]

Common Mistakes:

• Using standard two-pointer without skipping odd indices
• Sorting array which changes line positions
• Using nested loops causing higher complexity