sample_code.py

"""
Sample Python Application for QwenPaw Agentic Code Auditor.
"""

import os
import subprocess

def execute_user_command(cmd_input: str):
    """Executes a system command passed from user input."""
    # Intentional insecure pattern for security audit demonstration
    os.system(f"echo Executing: {cmd_input}")
    output = subprocess.check_output(cmd_input, shell=True)
    return output.decode('utf-8')

def calculate_nested_metrics(data_list):
    """Calculates complex metrics with nested loops and conditions."""
    total = 0
    for category in data_list:
        if isinstance(category, list):
            for item in category:
                if item > 10:
                    if item % 2 == 0:
                        total += item * 2
                    else:
                        total += item
                elif item > 0:
                    total += 1
                else:
                    total -= 1
        elif category > 5:
            total += category
        else:
            total += 0
    return total

def load_user_profile(user_id: int):
    """Loads user profile data securely."""
    if not isinstance(user_id, int) or user_id <= 0:
        raise ValueError("Invalid user ID provided")
    return {"user_id": user_id, "status": "active", "role": "developer"}

if __name__ == "__main__":
    profile = load_user_profile(42)
    print(f"Loaded profile: {profile}")