Why Check if Number is Even or Odd Using Bits in DSA Python?

The Big Idea

Discover how a tiny bit can tell you if a number is even or odd instantly!

The Scenario

Imagine you want to quickly find out if a number is even or odd while doing math homework or programming a game. You might try dividing the number by 2 and checking the remainder.

The Problem

Doing division and checking remainders every time can be slow and tiring for a computer, especially if you have to check many numbers quickly. It also uses more steps than needed.

The Solution

Using bits, you can check just the last bit of a number to know if it is even or odd. This is super fast and simple because computers work with bits naturally.

Before vs After

✗ Before

def is_even(number):
    return number % 2 == 0

✓ After

def is_even(number):
    return (number & 1) == 0

What It Enables

This lets you quickly and efficiently check even or odd numbers, making programs faster and smoother.

Real Life Example

In video games, checking if a character's step count is even or odd can decide if they make a sound or not, and doing this fast keeps the game running smoothly.

Key Takeaways

Manual division to check even/odd is slower and more complex.

Bitwise AND with 1 quickly tells if a number is even or odd.

This method is faster and uses less computer power.

Practice

1. What does the expression num & 1 check when determining if a number is even or odd?

easy

A. It checks if the least significant bit of num is 1, indicating odd number.

B. It checks if the number is greater than 1.

C. It shifts the bits of num to the right by 1.

D. It adds 1 to the number.

Solution

1. Step 1: Understand bitwise AND operation

   The expression num & 1 performs a bitwise AND between num and 1, which isolates the least significant bit (rightmost bit) of num.

2. Step 2: Interpret the least significant bit

   If the least significant bit is 1, the number is odd; if it is 0, the number is even.

3. Final Answer:

   It checks if the least significant bit of num is 1, indicating odd number. -> Option A

4. Quick Check:

   num & 1 = 1 means odd [OK]

Hint: Check last bit with & 1; 1 means odd, 0 means even [OK]

Common Mistakes:

• Thinking & 1 shifts bits instead of checking last bit
• Confusing bitwise AND with addition
• Assuming & 1 checks if number > 1

2. Which of the following Python code snippets correctly checks if a number n is even using bitwise operators?

easy

A. if n | 1 == 0:
print('Even')

B. if n & 0 == 1:
print('Even')

C. if n & 1 == 0:
print('Even')

D. if n ^ 1 == 0:
print('Even')

Solution

1. Step 1: Analyze each bitwise operation

   if n & 1 == 0: print('Even') uses n & 1 == 0, which checks if the least significant bit is 0, meaning even number. The other options use incorrect bitwise operations or comparisons.

2. Step 2: Confirm correct syntax and logic

   if n & 1 == 0: print('Even') correctly uses bitwise AND and compares to zero to detect even numbers.

3. Final Answer:

   if n & 1 == 0: print('Even') -> Option C

4. Quick Check:

   n & 1 == 0 means even [OK]

Hint: Use 'if n & 1 == 0' to check even numbers [OK]

Common Mistakes:

• Using bitwise OR or XOR instead of AND
• Comparing with wrong values like 1 instead of 0
• Misplacing parentheses causing syntax errors

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

def check_even_odd(num):
    if num & 1:
        return 'Odd'
    else:
        return 'Even'

print(check_even_odd(10))
print(check_even_odd(7))

medium

A. Odd
Odd

B. Even
Odd

C. Odd
Even

D. Even
Even

Solution

1. Step 1: Evaluate check_even_odd(10)

   10 in binary ends with 0, so 10 & 1 = 0, condition is false, returns 'Even'.

2. Step 2: Evaluate check_even_odd(7)

   7 in binary ends with 1, so 7 & 1 = 1, condition is true, returns 'Odd'.

3. Final Answer:

   Even Odd -> Option B

4. Quick Check:

   10 even, 7 odd [OK]

Hint: num & 1 true means odd, false means even [OK]

Common Mistakes:

• Confusing return values for even and odd
• Misreading bitwise AND result
• Assuming & 1 returns boolean instead of int

4. Find the error in the following code that tries to print whether a number is even or odd using bits:

def is_even(num):
    if num & 1 = 0:
        return True
    else:
        return False

print(is_even(4))

medium

A. Using single '=' instead of '==' in the if condition

B. Using bitwise AND instead of bitwise OR

C. Missing colon after function definition

D. Incorrect indentation of return statements

Solution

1. Step 1: Identify syntax error in if condition

   The condition uses single '=' which is assignment, not comparison. It should be '==' to compare values.

2. Step 2: Confirm correct syntax for comparison

   Changing '=' to '==' fixes the syntax error and allows the function to work as intended.

3. Final Answer:

   Using single '=' instead of '==' in the if condition -> Option A

4. Quick Check:

   Use '==' for comparison, not '=' [OK]

Hint: Use '==' for comparison in if statements [OK]

Common Mistakes:

• Using '=' instead of '==' in conditions
• Confusing bitwise AND with OR
• Ignoring syntax errors causing runtime failure

5. You want to filter a list of integers and keep only the odd numbers using bitwise operations. Which of the following code snippets correctly achieves this?

hard

A. odds = [x for x in numbers if x ^ 1 == 1]

B. odds = [x for x in numbers if x & 1 == 0]

C. odds = [x for x in numbers if x | 1 == 1]

D. odds = [x for x in numbers if x & 1 == 1]

Solution

1. Step 1: Understand filtering condition for odd numbers

   Odd numbers have least significant bit 1, so x & 1 == 1 filters odd numbers.

2. Step 2: Check each option's logic

   odds = [x for x in numbers if x & 1 == 1] correctly filters odd numbers. odds = [x for x in numbers if x & 1 == 0] filters even numbers. Options C and D use incorrect bitwise operations for this purpose.

3. Final Answer:

   odds = [x for x in numbers if x & 1 == 1] -> Option D

4. Quick Check:

   Filter odds with x & 1 == 1 [OK]

Hint: Use list comprehension with 'x & 1 == 1' to get odd numbers [OK]

Common Mistakes:

• Using 'x & 1 == 0' which filters even numbers
• Using bitwise OR or XOR incorrectly
• Forgetting to compare with 1 explicitly