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Implement Missing Element In A Array#1352

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Implement Missing Element In A Array#1352
ayushcha2701 wants to merge 1 commit into
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Interview Problem: Find Missing Number in a sorted array (FindMissingNumber.java)

Strengths:

  • The solution correctly solves the problem using a valid mathematical approach
  • Clean, readable code with clear variable naming
  • Optimal space complexity of O(1)
  • Good use of enhanced for-loop for iterating through the array

Areas for Improvement:

  • Time complexity is O(n) compared to the reference's O(log n) binary search approach. While correct, the student could explore binary search for better performance on large arrays
  • No main method or test cases included to demonstrate the solution works
  • Integer overflow risk: For large arrays (e.g., n > 46,000), the calculation (m*(m+1))/2 could overflow int range. Consider using long data type
  • No input validation or handling for edge cases (empty array)

Recommendation:
The solution is functionally correct and well-written. Consider exploring the binary search approach shown in the reference solution to understand different algorithmic strategies, and add test cases to demonstrate the solution.

VERDICT: PASS


Interview Problem: Design Min Heap

Strengths:

  • The code for the "Find Missing Number" problem is clean and well-structured
  • Variable names are descriptive (m, s1, sum)
  • The logic correctly uses the mathematical formula: sum of first n natural numbers minus the sum of array elements

Critical Issues:

  1. Wrong Problem: The student submitted a solution for a completely different problem (Find Missing Number) instead of implementing a Min Heap
  2. No Min Heap Implementation: There is no attempt to create a heap data structure with insert, extractMin, or getMin operations
  3. Missing Required Operations: The problem specifically asks for Min Heap operations which are entirely absent

Recommendations:

  • Carefully read the problem statement before starting to code
  • Implement the Min Heap class with the required operations (insert, removeMin, getMin)
  • Use an array-based approach as shown in the reference solution
  • Ensure proper heapify logic for maintaining the min-heap property

VERDICT: NEEDS_IMPROVEMENT

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