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25 lines
785 B
25 lines
785 B
2 months ago
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class MovingAverage:
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def __init__(self, window_size: int):
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self.window_size: int = window_size
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self.buffer: list[float] = [0.0] * window_size
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self.index: int = 0
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self.count: int = 0
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self.sum: float = 0.0
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def add_value(self, new_value: float):
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# Update the sum: subtract the value being replaced and add the new value
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self.sum -= self.buffer[self.index]
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self.buffer[self.index] = new_value
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self.sum += new_value
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# Update the index in a circular manner
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self.index = (self.index + 1) % self.window_size
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# Track the number of added values (for partial windows)
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self.count = min(self.count + 1, self.window_size)
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def get_average(self) -> float:
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if self.count == 0:
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return float('nan')
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return self.sum / self.count
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