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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def _random_pad_proposal(self, label, height, width):
 """Generate random padding region"""

        from math import sqrt
        if not self.enabled or height <= 0 or width <= 0:
            return ()
        min_area = self.area_range[0] * height * width
        max_area = self.area_range[1] * height * width
        for _ in range(self.max_attempts):
            ratio = random.uniform(*self.aspect_ratio_range)
            if ratio <= 0:
                continue
            h = int(round(sqrt(min_area / ratio)))
            max_h = int(round(sqrt(max_area / ratio)))
            if round(h * ratio) < width:
                h = int((width + 0.499999) / ratio)
            if h < height:
                h = height
            if h > max_h:
                h = max_h
            if h < max_h:
                h = random.randint(h, max_h)
            w = int(round(h * ratio))
            if (h - height) < 2 or (w - width) < 2:
                continue  # marginal padding is not helpful

            y = random.randint(0, max(0, h - height))
            x = random.randint(0, max(0, w - width))
            new_label = self._update_labels(label, (x, y, w, h), height, width)
            return (x, y, w, h, new_label)
        return ()