Why Floor and Ceil in BST in DSA Typescript?

The Big Idea

What if you could find the closest match in a huge list without checking every item?

The Scenario

Imagine you have a big phone book sorted by names. You want to find the closest name that is just before or just after a name you have in mind, but you don't want to look through every single page.

The Problem

Looking through the phone book page by page is slow and tiring. You might miss the closest name or take too long to find it. It's easy to get lost or confused when the list is very long.

The Solution

Using a special tree called a Binary Search Tree (BST), you can quickly jump to the closest smaller or larger name. The BST keeps names sorted, so you can find the floor (closest smaller or equal) and ceil (closest larger or equal) fast without checking every name.

Before vs After

✗ Before

let closestFloor = null;
for (let name of phoneBook) {
  if (name <= targetName && (closestFloor === null || name > closestFloor)) {
    closestFloor = name;
  }
}

✓ After

function findFloor(node, target) {
  if (!node) return null;
  if (node.value === target) return node.value;
  if (node.value > target) return findFloor(node.left, target);
  let floorRight = findFloor(node.right, target);
  return floorRight !== null ? floorRight : node.value;
}

What It Enables

This lets you find the closest smaller or larger value quickly, making searching smarter and faster in sorted data.

Real Life Example

When booking flights, you might want to find the closest earlier or later flight time to your preferred time. Floor and ceil in BST help find these times instantly.

Key Takeaways

Manual search is slow and error-prone for finding closest smaller or larger values.

Floor and ceil in BST use the tree's order to find these values quickly.

This makes searching in sorted data fast and efficient.

Practice

1. What does the floor of a value in a Binary Search Tree (BST) represent?

easy

A. The greatest value in the BST less than or equal to the given value

B. The smallest value in the BST greater than or equal to the given value

C. The root value of the BST

D. The average of all values in the BST

Solution

1. Step 1: Understand the definition of floor in BST

   The floor of a value in BST is the greatest value that is less than or equal to the given value.

2. Step 2: Compare with other options

   The smallest value in the BST greater than or equal to the given value describes ceil, not floor. Options C and D are unrelated to floor concept.

3. Final Answer:

   The greatest value in the BST less than or equal to the given value -> Option A

4. Quick Check:

   Floor = greatest ≤ value [OK]

Hint: Floor is largest value ≤ target in BST [OK]

Common Mistakes:

• Confusing floor with ceil
• Thinking floor is the smallest value
• Assuming floor is always the root

2. Which of the following TypeScript function signatures correctly represents a function to find the ceil in a BST?

easy

A. function findCeil(key: number, root: TreeNode): number

B. function findCeil(root: TreeNode | null, key: number): number | null

C. function findCeil(root: TreeNode, key: string): number

D. function findCeil(root: TreeNode | null): number

Solution

1. Step 1: Check parameter order and types

   Function should accept root node (possibly null) and a key number to find ceil for.

2. Step 2: Validate return type

   Return type should be number or null if no ceil found. function findCeil(root: TreeNode | null, key: number): number | null matches this.

3. Final Answer:

   function findCeil(root: TreeNode | null, key: number): number | null -> Option B

4. Quick Check:

   Correct params and return type [OK]

Hint: Root first, key second, return number or null [OK]

Common Mistakes:

• Swapping parameter order
• Using wrong parameter types
• Missing null in root type

3. Given the BST below and key = 14, what is the ceil value?

       10
      /  \
     5    15
         /  \
        12   20

medium

A. 12

B. 20

C. 15

D. null

Solution

1. Step 1: Locate key 14 in BST or nearest nodes

   14 is not in BST. Check nodes greater than or equal to 14: 15 and 20.

2. Step 2: Find smallest node ≥ 14

   Between 15 and 20, 15 is smaller and ≥ 14, so ceil is 15.

3. Final Answer:

   15 -> Option C

4. Quick Check:

   Ceil = smallest ≥ 14 is 15 [OK]

Hint: Ceil is smallest value ≥ key in BST [OK]

Common Mistakes:

• Choosing 12 which is less than 14
• Choosing 20 which is larger but not smallest ≥ 14
• Returning null when ceil exists

4. Consider this TypeScript function to find floor in BST:

function findFloor(root: TreeNode | null, key: number): number | null {
  if (!root) return null;
  if (root.val === key) return root.val;
  const floorRight = findFloor(root.right, key);
  return floorRight !== null ? floorRight : root.val;
}

What is the bug in this code?

medium

A. It returns root.val even if floorRight is null and root.val > key

B. It does not check for null root

C. It returns key instead of floor value

D. It incorrectly calls findFloor on root.left when root.val < key

Solution

1. Step 1: Identify missing logic for root.val > key

   The code does not recurse into the left subtree when root.val > key. Instead, it always computes floorRight from the right subtree.

2. Step 2: Trace buggy return

   When root.val > key and right subtree yields null for floorRight (common case), it returns root.val which exceeds key, violating floor definition.

3. Final Answer:

   It returns root.val even if floorRight is null and root.val > key -> Option A

4. Quick Check:

   Missing left recursion on root.val > key [OK]

Hint: Check return when right subtree floor is null [OK]

Common Mistakes:

• Ignoring null checks
• Confusing left and right subtree calls
• Assuming root.val always valid floor

5. You have a BST with values [8, 4, 12, 2, 6, 10, 14]. You want to find the floor and ceil of 5. Which pair is correct?

medium

A. Floor = 2, Ceil = 8

B. Floor = 6, Ceil = 4

C. Floor = 5, Ceil = 5

D. Floor = 4, Ceil = 6

Solution

1. Step 1: Identify floor of 5 in BST

   Floor is greatest value ≤ 5. Values ≤ 5 are 2 and 4. Greatest is 4.

2. Step 2: Identify ceil of 5 in BST

   Ceil is smallest value ≥ 5. Values ≥ 5 are 6, 8, 10, 12, 14. Smallest is 6.

3. Final Answer:

   Floor = 4, Ceil = 6 -> Option D

4. Quick Check:

   Floor ≤ 5 = 4, Ceil ≥ 5 = 6 [OK]

Hint: Floor ≤ key, Ceil ≥ key; pick closest values [OK]

Common Mistakes:

• Swapping floor and ceil values
• Assuming floor or ceil equals key if not present
• Choosing values not in BST