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The student's solution demonstrates a good understanding of basic data structures like stacks and linked lists. Here's a detailed evaluation:

  1. Correctness:
  • Exercise_1 (Array-based Stack): The implementation appears correct with proper handling of empty stack cases.
  • Exercise_2 (Linked List-based Stack): Correct implementation with proper push/pop operations.
  • Exercise_3 (Singly Linked List): Mostly correct but has some issues:
    • The find() method doesn't handle the case where the key isn't found (will raise AttributeError).
    • The remove() method doesn't handle empty list cases or cases where the key isn't found.
  1. Time Complexity:
  • All time complexity analyses are correct for each operation.
  • For Exercise_3, the student correctly identifies O(n) time for linked list operations.
  1. Space Complexity:
  • Space complexity analyses are accurate for all implementations.
  1. Code Quality:
  • Good use of comments and docstrings.
  • Variable naming is clear and appropriate.
  • The code is well-structured and readable.
  • Some improvements could be made:
    • In Exercise_3, error handling for edge cases is missing.
    • The show() method in Exercise_3 has an incorrect docstring (copied from remove()).
  1. Efficiency:
  • The implementations are generally efficient for their respective data structures.
  • For Exercise_3, consider adding a tail pointer to make append operations O(1) instead of O(n).

Additional suggestions:

  • Add input validation in Exercise_2's interactive part.
  • Consider adding str or repr methods instead of show() methods.
  • Add more test cases to cover edge cases (empty lists, missing keys, etc.).

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