TL;DR: Design and test software. It is cheaper than hardware

Problems

• Bijection Fault

• Unexpected Defects

Solutions

1. Create accurate simulations

2. Make fault-tolerant software

Context

Luna-25 crashed on the moon's surface on August 19, 2023.

4 days before India’s Chandrayaan-3 soft landed on Moon's south pole.

A forensic analysis revealed that the instructions shared a bus and were not prioritized correctly.

Spacecrafts have a long history of software faults.

Sample Code

Wrong

class TaskManager:
    def __init__(self):
        self.tasks = []

    def add_task(self, task, priority):
        self.tasks.append((task, priority))

    def execute_tasks(self):
        # No sorting

        for task, _ in self.tasks:
            task.execute()

class Task:
    def __init__(self, name):
        self.name = name

    def execute(self):
        print(f"Executing task: {self.name}")

task_manager = TaskManager()
highPriorityTask = Task("Slow down")
mediumPriorityTask = Task("Take Photos")
reviveKlaatu = Task("Klaatu barada nikto")

# unsorted
task_manager.add_task(mediumPriorityTask, 2)
task_manager.add_task(highPriorityTask, 1)
task_manager.add_task(reviveKlaatu, 3)

task_manager.execute_tasks()

Right

class TaskManager:
    def __init__(self):
        self.tasks = []

    def add_task(self, task, priority):
        self.tasks.append((task, priority))

    def execute_tasks(self):
        # Sort tasks by priority (high to low)
        self.tasks.sort(key=lambda x: x[1], reverse=True)

        for task, _ in self.tasks:
            task.execute()

class Task:
    def __init__(self, name):
        self.name = name

    def execute(self):
        print(f"Executing task: {self.name}")

task_manager = TaskManager()
highPriorityTask = Task("Slow down")
mediumPriorityTask = Task("Take Photos")
reviveKlaatu = Task("Klaatu barada nikto")

# unsorted
task_manager.add_task(mediumPriorityTask, 2)
task_manager.add_task(highPriorityTask, 1)
task_manager.add_task(reviveKlaatu, 3)

task_manager.execute_tasks()

Detection

[X] Manual

This is a design smell

Tags

• Reliability

Conclusion

Create software components and simulate real and not real conditions

Relations

More Info

Disclaimer

Code Smells are my opinion.

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The Analytical Engine has no pretensions whatever to originate anything. It can do whatever we know how to order it to perform… But it is likely to exert an indirect and reciprocal influence on science itself.

Ada Lovelace

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This article is part of the CodeSmell Series.