98 lines
3.4 KiB
Python
98 lines
3.4 KiB
Python
from nodes import MAX_RESOLUTION, ConditioningCombine, ConditioningSetMask
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from comfy_extras.nodes_mask import MaskComposite, SolidMask
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from .attention_couple import AttentionCouple
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class ComfyCouple:
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@classmethod
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def INPUT_TYPES(cls):
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return {
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"required": {
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"model": ("MODEL",),
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"positive_1": ("CONDITIONING",),
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"positive_2": ("CONDITIONING",),
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"negative": ("CONDITIONING",),
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"orientation": (["horizontal", "vertical"],),
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"center": ("FLOAT", {"default": 0.5, "min": 0, "max": 1.0, "step": 0.01}),
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"width": ("INT", {"default": 512, "min": 16, "max": MAX_RESOLUTION, "step": 8}),
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"height": ("INT", {"default": 512, "min": 16, "max": MAX_RESOLUTION, "step": 8}),
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}
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}
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RETURN_TYPES = (
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"MODEL",
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"CONDITIONING",
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"CONDITIONING",
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)
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FUNCTION = "process"
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CATEGORY = "loaders"
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def process(
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self,
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model,
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positive_1,
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positive_2,
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negative,
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orientation,
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center,
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width,
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height,
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):
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mask_rect_first_x = None
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mask_rect_first_y = None
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mask_rect_first_width = None
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mask_rect_first_height = None
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mask_rect_second_x = None
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mask_rect_second_y = None
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mask_rect_second_width = None
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mask_rect_second_height = None
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if orientation == "horizontal":
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width_first = int(width * center)
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mask_rect_first_x = width_first
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mask_rect_first_y = 0
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mask_rect_first_width = width - width_first
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mask_rect_first_height = height
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mask_rect_second_x = 0
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mask_rect_second_y = 0
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mask_rect_second_width = width_first
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mask_rect_second_height = height
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elif orientation == "vertical":
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height_first = int(height * center)
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mask_rect_first_x = 0
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mask_rect_first_y = height_first
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mask_rect_first_width = width
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mask_rect_first_height = height - height_first
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mask_rect_second_x = 0
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mask_rect_second_y = 0
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mask_rect_second_width = width
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mask_rect_second_height = height_first
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solid_mask_zero = SolidMask().solid(0.0, width, height)[0]
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solid_mask_first = SolidMask().solid(1.0, mask_rect_first_width, mask_rect_first_height)[0]
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solid_mask_second = SolidMask().solid(1.0, mask_rect_second_width, mask_rect_second_height)[0]
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mask_composite_first = MaskComposite().combine(solid_mask_zero, solid_mask_first, mask_rect_first_x, mask_rect_first_y, "add")[0]
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mask_composite_second = MaskComposite().combine(solid_mask_zero, solid_mask_second, mask_rect_second_x, mask_rect_second_y, "add")[0]
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conditioning_mask_first = ConditioningSetMask().append(positive_1, mask_composite_second, "default", 1.0)[0]
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conditioning_mask_second = ConditioningSetMask().append(positive_2, mask_composite_first, "default", 1.0)[0]
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positive_combined = ConditioningCombine().combine(conditioning_mask_first, conditioning_mask_second)[0]
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return AttentionCouple().attention_couple(model, positive_combined, negative, "Attention")
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NODE_CLASS_MAPPINGS = {
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"Comfy Couple": ComfyCouple
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}
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NODE_DISPLAY_NAME_MAPPINGS = {
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"Comfy Couple": "Comfy Couple",
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}
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