First Non Repeating Character Using Hash in DSA Typescript - Build from Scratch

First Non Repeating Character Using Hash

📖 Scenario: Imagine you are building a simple text analyzer that finds the first character in a word that does not repeat. This can help in games or puzzles where unique letters matter.

🎯 Goal: Build a program that finds the first non-repeating character in a given string using a hash (object) to count characters.

📋 What You'll Learn

Create a string variable with a specific word

Create a hash object to count character occurrences

Use a loop to fill the hash with counts

Find and print the first character that appears only once

💡 Why This Matters

🌍 Real World

Finding unique characters is useful in text analysis, coding puzzles, and data cleaning where uniqueness matters.

💼 Career

This skill helps in software development roles that involve string processing, data validation, and algorithm design.

1

Create the input string

Create a string variable called input and set it to the value "swiss".

DSA Typescript

# Your code here

Hint

Use const input = "swiss"; to create the string.

2

Create a hash to count characters

Create an empty object called charCount to store character counts.

DSA Typescript

const input = "swiss";
// Your code here

Hint

Use const charCount: { [key: string]: number } = {}; to create the hash.

3

Count each character in the string

Use a for loop with variable char to go through each character in input. Inside the loop, increase the count of char in charCount by 1, or set it to 1 if it does not exist.

DSA Typescript

const input = "swiss";
const charCount: { [key: string]: number } = {};
// Your code here

Hint

Use for (const char of input) and update charCount[char] inside.

4

Find and print the first non-repeating character

Use a for loop with variable char to go through each character in input. Inside the loop, check if charCount[char] is equal to 1. If yes, print char using console.log(char) and stop the loop.

DSA Typescript

const input = "swiss";
const charCount: { [key: string]: number } = {};
for (const char of input) {
    if (charCount[char]) {
        charCount[char] += 1;
    } else {
        charCount[char] = 1;
    }
}
// Your code here

Hint

Loop again through input and print the first character with count 1.

Practice

1. What is the main purpose of using a hash (like a dictionary or map) to find the first non-repeating character in a string?

easy

A. To count the frequency of each character efficiently

B. To sort the characters alphabetically

C. To reverse the string quickly

D. To remove duplicate characters from the string

Solution

1. Step 1: Understand the role of a hash in frequency counting

   A hash (dictionary/map) stores each character as a key and counts how many times it appears in the string.

2. Step 2: Use frequency counts to find the first non-repeating character

   By checking the counts in order, we can find the first character with count 1, which is the first non-repeating character.

3. Final Answer:

   To count the frequency of each character efficiently -> Option A

4. Quick Check:

   Hash counts characters = To count the frequency of each character efficiently [OK]

Hint: Use a hash to count characters, then find count 1 [OK]

Common Mistakes:

• Thinking hash sorts characters
• Trying to reverse string instead
• Assuming hash removes duplicates

2. Which of the following TypeScript code snippets correctly initializes a hash map to store character counts?

easy

A. const charCount = new Set<string>();

B. const charCount = new Array();

C. const charCount = new Map();

D. const charCount = new Object<number>();

Solution

1. Step 1: Identify correct TypeScript syntax for a map

   TypeScript uses Map to create a hash map. Here, keys are strings and values are numbers.

2. Step 2: Check each option for correctness

   const charCount = new Map(); uses Map(), which is correct. Options A, B, and D use incorrect types or structures.

3. Final Answer:

   const charCount = new Map<string, number>(); -> Option C

4. Quick Check:

   Map<string, number> is correct syntax [OK]

Hint: Use Map() to store char counts [OK]

Common Mistakes:

• Using Array instead of Map
• Using Set which stores only keys
• Incorrect Object initialization

3. What will be the output of the following TypeScript code?

function firstNonRepeatingChar(s: string): string {
  const count = new Map();
  for (const ch of s) {
    count.set(ch, (count.get(ch) ?? 0) + 1);
  }
  for (const ch of s) {
    if (count.get(ch) === 1) return ch;
  }
  return '_';
}
console.log(firstNonRepeatingChar('swiss'));

medium

A. '_'

B. 's'

C. 'i'

D. 'w'

Solution

1. Step 1: Count character frequencies in 'swiss'

   Characters: s(3), w(1), i(1). The map stores these counts.

2. Step 2: Find first character with count 1 in order

   Order: 's' (count 3), 'w' (count 1), 'i' (count 1). The first with count 1 is 'w'.

3. Final Answer:

   'w' -> Option D

4. Quick Check:

   First unique char in 'swiss' = 'w' [OK]

Hint: Check counts in order, first with 1 is answer [OK]

Common Mistakes:

• Choosing first character without checking count
• Confusing 'i' and 'w'
• Returning '_' when unique char exists

4. Identify the bug in this TypeScript function to find the first non-repeating character:

function firstNonRepeatingChar(s: string): string {
  const count = new Map();
  for (let i = 0; i <= s.length; i++) {
    const ch = s[i];
    count.set(ch, (count.get(ch) ?? 0) + 1);
  }
  for (const ch of s) {
    if (count.get(ch) === 1) return ch;
  }
  return '_';
}

medium

A. Map should be initialized with Object instead of Map

B. Loop condition should be i < s.length, not i <= s.length

C. Return '_' should be inside the first loop

D. Use 'for...in' instead of 'for...of' for string iteration

Solution

1. Step 1: Check the for loop boundary

   The loop runs from i = 0 to i <= s.length, which accesses s[s.length], an undefined index causing error.

2. Step 2: Correct loop condition

   Change condition to i < s.length to avoid out-of-bounds access and correctly count characters.

3. Final Answer:

   Loop condition should be i < s.length, not i <= s.length -> Option B

4. Quick Check:

   Loop boundary off by one error [OK]

Hint: Use i < length, not i <= length in loops [OK]

Common Mistakes:

• Off-by-one error in loop condition
• Misusing Map initialization
• Wrong loop type for string iteration

5. Given the string 'aabbccddeeffg', which modification to the hash-based approach will correctly return the first non-repeating character when some characters appear multiple times and some only once?

hard

A. After counting, iterate the string and return the first character with count 1

B. Sort the string and return the first character

C. Return the character with the highest count from the hash

D. Return the last character in the string regardless of counts

Solution

1. Step 1: Count frequencies of all characters

   Use a hash map to count how many times each character appears in the string.

2. Step 2: Iterate string in original order to find first count 1

   Check each character in order; the first with count 1 is the first non-repeating character.

3. Final Answer:

   After counting, iterate the string and return the first character with count 1 -> Option A

4. Quick Check:

   Count then check order for first unique char [OK]

Hint: Count all, then find first with count 1 in order [OK]

Common Mistakes:

• Sorting string loses original order
• Returning highest count instead of unique
• Ignoring character order in result