Why Two Pointer Technique on Arrays in DSA Rust?

The Big Idea

What if you could find pairs in a list without checking every single combination?

The Scenario

Imagine you have a long list of numbers and you want to find pairs that add up to a certain value. Doing this by checking every possible pair one by one feels like searching for a needle in a haystack.

The Problem

Checking every pair means a lot of repeated work and takes a long time, especially if the list is big. It's easy to make mistakes or miss pairs because you have to remember which ones you already checked.

The Solution

The two pointer technique uses two markers moving through the list from different ends. This way, you can quickly find pairs or solve problems by moving pointers smartly without checking everything.

Before vs After

✗ Before

for i in 0..arr.len() {
    for j in (i + 1)..arr.len() {
        if arr[i] + arr[j] == target {
            println!("Pair found: {} and {}", arr[i], arr[j]);
        }
    }
}

✓ After

let mut arr_sorted = arr.to_vec();
arr_sorted.sort_unstable();
let mut left = 0;
let mut right = arr_sorted.len() - 1;
while left < right {
    let sum = arr_sorted[left] + arr_sorted[right];
    if sum == target {
        println!("Pair found: {} and {}", arr_sorted[left], arr_sorted[right]);
        left += 1;
        right -= 1;
    } else if sum < target {
        left += 1;
    } else {
        right -= 1;
    }
}

What It Enables

This technique lets you solve problems involving pairs or ranges in arrays much faster and with less confusion.

Real Life Example

Finding two expenses that add up to your budget limit quickly without checking every possible combination.

Key Takeaways

Manual pair checking is slow and error-prone.

Two pointers move from both ends to find answers efficiently.

It speeds up problems involving pairs or sorted arrays.

Practice

1. What is the main idea behind the Two Pointer Technique when used on arrays?

easy

A. Use recursion to divide the array into two parts

B. Use two arrays to store intermediate results

C. Sort the array twice before processing

D. Use two indices to scan the array from different ends or positions simultaneously

Solution

1. Step 1: Understand the technique

   The two pointer technique uses two indices or pointers to traverse the array, often from opposite ends or different positions.

2. Step 2: Identify the purpose

   This helps solve problems like finding pairs, removing duplicates, or partitioning efficiently without extra space.

3. Final Answer:

   Use two indices to scan the array from different ends or positions simultaneously -> Option D

4. Quick Check:

   Two pointers = two indices scanning array [OK]

Hint: Think of two fingers moving on array from different sides [OK]

Common Mistakes:

• Confusing two pointers with two separate arrays
• Assuming sorting is always required
• Thinking recursion is part of two pointer technique

2. Which of the following Rust code snippets correctly initializes two pointers for the two pointer technique on a vector arr?

easy

A. let (left, right) = (arr.len() - 1, 0);

B. let (mut left, mut right) = (0, arr.len() - 1);

C. let (mut left, mut right) = (1, arr.len());

D. let (left, right) = (arr.len(), 0);

Solution

1. Step 1: Check pointer initialization

   Two pointers usually start at the beginning (0) and end (length - 1) of the array.

2. Step 2: Verify mutability and valid indices

   Pointers must be mutable to move, and indices must be within array bounds (0 to len-1).

3. Final Answer:

   let (mut left, mut right) = (0, arr.len() - 1); -> Option B

4. Quick Check:

   Start pointers at 0 and len-1 with mut [OK]

Hint: Start pointers at 0 and last index, make them mutable [OK]

Common Mistakes:

• Using non-mutable pointers when they need to move
• Setting pointers outside array bounds
• Swapping start and end indices

3. What will be the output of the following Rust code using two pointers?

let arr = vec![1, 2, 3, 4, 5];
let (mut left, mut right) = (0, arr.len() - 1);
let mut sum_pairs = Vec::new();
while left < right {
    sum_pairs.push(arr[left] + arr[right]);
    left += 1;
    right -= 1;
}
println!("{:?}", sum_pairs);

medium

A. [6, 6]

B. [6, 7]

C. [6, 5]

D. [5, 7]

Solution

1. Step 1: Trace pointer movements and sums

   Initially, left=0, right=4: sum = 1+5=6; then left=1, right=3: sum = 2+4=6; loop stops when left=2, right=2.

2. Step 2: Collect sums in vector

   The sums collected are [6, 6].

3. Final Answer:

   [6, 6] -> Option A

4. Quick Check:

   Pairs sums = [6, 6] [OK]

Hint: Add elements at left and right, move pointers inward [OK]

Common Mistakes:

• Not stopping loop when pointers meet
• Adding wrong pairs or indices
• Off-by-one errors in pointer updates

4. Identify the bug in this Rust code snippet using two pointers to find if a sorted array contains two numbers that sum to 10:

let arr = vec![1, 2, 3, 7, 8];
let (mut left, mut right) = (0, arr.len());
while left < right {
    let sum = arr[left] + arr[right];
    if sum == 10 {
        println!("Found");
        break;
    } else if sum < 10 {
        left += 1;
    } else {
        right -= 1;
    }
}

medium

A. The loop condition should be left <= right

B. left pointer should start at arr.len() - 1

C. right is initialized to arr.len(), which is out of bounds

D. The sum calculation should use arr[left] - arr[right]

Solution

1. Step 1: Check pointer initialization

   right is set to arr.len(), which is one past the last valid index (arr.len() - 1).

2. Step 2: Understand consequences

   Accessing arr[right] causes an out-of-bounds error and program panic.

3. Final Answer:

   right is initialized to arr.len(), which is out of bounds -> Option C

4. Quick Check:

   Array indices go 0 to len-1 [OK]

Hint: Check if pointers are within valid index range [OK]

Common Mistakes:

• Using arr.len() as index instead of arr.len() - 1
• Incorrect loop condition allowing invalid access
• Mixing addition and subtraction in sum calculation

5. Given a sorted array of integers, write a Rust function using the two pointer technique to return all unique pairs that sum to a target value. Which approach correctly avoids duplicate pairs?

hard

A. Move left and right pointers inward, skipping duplicates after finding a valid pair

B. Use nested loops to check all pairs and store unique pairs in a set

C. Sort the array again inside the loop to remove duplicates

D. Only move the left pointer forward regardless of sum comparison

Solution

1. Step 1: Use two pointers from start and end

   Initialize left at 0 and right at last index, move inward based on sum comparison.

2. Step 2: Skip duplicates after finding a valid pair

   After adding a pair, increment left while next value equals current, decrement right similarly to avoid duplicates.

3. Final Answer:

   Move left and right pointers inward, skipping duplicates after finding a valid pair -> Option A

4. Quick Check:

   Skip duplicates by moving pointers after valid pair [OK]

Hint: After finding pair, skip duplicates by moving pointers [OK]

Common Mistakes:

• Not skipping duplicates causing repeated pairs
• Using nested loops instead of two pointers
• Moving only one pointer regardless of sum