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How to Mock Auto Scaling Policy Scale Out in Python

Define a mock auto-scaling function that scales out capacity by a factor up to a max, simulating AWS-like events.

auto-scaling cloud simulation
Python 
def mock_scale_out(current_capacity: int, max_capacity: int, scale_factor: int = 1) -> tuple:
    """
    Mock auto-scaling policy: scales out by the specified factor
    if capacity allows, capped at max_capacity.
    """
    if current_capacity >= max_capacity:
        return current_capacity, False
    
    new_cap…
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