style(logic): adjust typing imports and line breaks
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@@ -4,7 +4,7 @@ Pure functions for dimension extraction and scaling calculations
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"""
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import torch
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from typing import Tuple, Optional, Union, Dict, Any
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from typing import Tuple, Optional, Dict
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def extract_dimensions(
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@@ -16,7 +16,8 @@ def extract_dimensions(
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Args:
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image: Optional IMAGE tensor in ComfyUI format [batch, height, width, channels]
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latent: Optional LATENT dict with 'samples' tensor [batch, channels, height/8, width/8]
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latent: Optional LATENT dict with 'samples' tensor
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[batch, channels, height/8, width/8]
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Returns:
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Tuple of (width, height) as integers
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@@ -42,7 +43,8 @@ def extract_dimensions(
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samples = latent["samples"]
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if len(samples.shape) != 4:
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raise ValueError(
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f"Expected LATENT samples tensor with 4 dimensions, got {len(samples.shape)}"
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f"Expected LATENT samples tensor with 4 dimensions, "
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f"got {len(samples.shape)}"
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)
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_, _, latent_height, latent_width = samples.shape
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