When defining a custom exception, it should typically be derived from the built-in ____ class.
- CustomException
- Error
- Exception
- Throwable
When defining custom exceptions in many programming languages, including Python and Java, it's a best practice to derive them from a built-in exception class like 'Exception.' This allows your custom exception to inherit essential exception handling features.
What is the time complexity of inserting an element into a balanced binary search tree?
- O(1)
- O(log n)
- O(n log n)
- O(n)
The time complexity of inserting an element into a balanced binary search tree (BST) is O(log n), where n is the number of nodes in the BST. In a balanced BST, each insertion or search operation reduces the search space by half, leading to logarithmic time complexity.
What would be the best data structure to implement a priority queue?
- Heap
- Linked List
- Queue
- Stack
A Heap is the best data structure to implement a priority queue. Heaps, such as Binary Heaps or Fibonacci Heaps, efficiently maintain the highest-priority element at the top, allowing for quick access and extraction of elements with the highest priority.
What would be the best sorting algorithm to use if you are concerned about worst-case time complexity?
- Bubble Sort
- Merge Sort
- Quick Sort
- Selection Sort
Merge Sort is known for its consistent and reliable worst-case time complexity, which is O(n log n) for both average and worst cases. Quick Sort, although efficient in practice, can have a worst-case time complexity of O(n^2) if not implemented carefully.
What would be the most efficient way to handle real-time data updates between a Python back-end and a front-end application?
- Poll the server at regular intervals
- Use HTTP long polling
- Use WebSockets
- Utilize RESTful APIs
Using WebSockets is the most efficient way to handle real-time data updates. WebSockets provide full-duplex communication channels over a single TCP connection, enabling real-time, bidirectional data transfer between the server and client.
What would be the result of attempting to import a module that does not exist?
- It will prompt you to create the module.
- It will silently fail, and no error will be thrown.
- You will get a runtime error, and the program will crash.
- You will receive a warning but the program will continue running.
When attempting to import a non-existent module in JavaScript, it will silently fail, and no error will be thrown. This is because ES6 modules use static imports, and errors are only raised at runtime when the module cannot be found during the initial load.
What would be the time complexity of inserting an element in a balanced Binary Search Tree?
- O(1)
- O(log n)
- O(n log n)
- O(n)
In a balanced Binary Search Tree (BST), inserting an element takes O(log n) time on average. This is because the tree's balanced structure ensures that you traverse down the tree logarithmically with respect to the number of nodes.
What is the purpose of an assertion in a unit test?
- To check if a condition is true or false
- To define test cases
- To log test results
- To pause the test execution
Assertions in unit tests are used to check if a given condition is true. If the condition is false, the assertion will raise an exception, indicating a test failure. Assertions are essential for verifying that your code behaves as expected during testing.
What is the purpose of the assert statement in Python?
- To define a function
- To pause code execution
- To print a message to the console
- To raise an exception if a condition is false
The assert statement is used to check a condition and, if the condition is False, it raises an AssertionError exception. It is often used for debugging and ensuring that assumptions about the code are valid.
What is the purpose of using setUp and tearDown methods in a unittest TestCase class?
- setUp and tearDown methods are optional and not commonly used in unittest TestCase classes.
- setUp is used to define test cases, and tearDown is used to define assertions.
- setUp is used to run test methods, and tearDown is used to finalize the test suite.
- setUp is used to set up any necessary preconditions or resources before running each test method, while tearDown is used to clean up or release resources after each test method completes.
In the unittest framework, setUp is used to prepare the environment or resources required for each test, and tearDown is used to clean up or release those resources after the test is completed. They ensure a clean and consistent state for each test method.