1. def check_batch_constraints(num_tasks, batch_size, max_batch_size, max_tasks):
  2. """
  3. Checks if the number of tasks and batch size adhere to the specified constraints.
  5. Args:
  6. num_tasks (int): The total number of tasks to process.
  7. batch_size (int): The size of each batch.
  8. max_batch_size (int): The maximum allowed batch size.
  9. max_tasks (int): The maximum allowed number of tasks.
  11. Returns:
  12. bool: True if constraints are met, False otherwise.
  13. """
  15. if num_tasks > max_tasks:
  16. print(f"Error: Number of tasks ({num_tasks}) exceeds the maximum allowed ({max_tasks}).")
  17. return False
  19. if batch_size < 1:
  20. print("Error: Batch size must be at least 1.")
  21. return False
  23. if batch_size > max_batch_size:
  24. print(f"Error: Batch size ({batch_size}) exceeds the maximum allowed ({max_batch_size}).")
  25. return False
  27. if num_tasks % batch_size != 0:
  28. print("Warning: Number of tasks is not perfectly divisible by the batch size. Some tasks might be left out.")
  30. return True
  32. if __name__ == '__main__':
  33. # Example Usage:
  34. num_tasks = 100
  35. batch_size = 10
  36. max_batch_size = 20
  37. max_tasks = 100
  39. if check_batch_constraints(num_tasks, batch_size, max_batch_size, max_tasks):
  40. print("Batch constraints are met.")
  41. else:
  42. print("Batch constraints are not met.")
  44. #Example of constraint violation
  45. num_tasks = 150
  46. batch_size = 10
  47. max_batch_size = 20
  48. max_tasks = 100
  50. if check_batch_constraints(num_tasks, batch_size, max_batch_size, max_tasks):
  51. print("Batch constraints are met.")
  52. else:
  53. print("Batch constraints are not met.")
  55. #Example of constraint violation
  56. num_tasks = 100
  57. batch_size = 25
  58. max_batch_size = 20
  59. max_tasks = 100
  61. if check_batch_constraints(num_tasks, batch_size, max_batch_size, max_tasks):
  62. print("Batch constraints are met.")
  63. else:
  64. print("Batch constraints are not met.")

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