import math from enum import Enum from typing_extensions import override from comfy_api.latest import ComfyExtension, io class AspectRatio(str, Enum): SQUARE = "1:1 (Square)" PHOTO_H = "3:2 (Photo)" STANDARD_H = "4:3 (Standard)" WIDESCREEN_H = "16:9 (Widescreen)" ULTRAWIDE_H = "21:9 (Ultrawide)" PHOTO_V = "2:3 (Portrait Photo)" STANDARD_V = "3:4 (Portrait Standard)" WIDESCREEN_V = "9:16 (Portrait Widescreen)" ASPECT_RATIOS: dict[AspectRatio, tuple[int, int]] = { AspectRatio.SQUARE: (1, 1), AspectRatio.PHOTO_H: (3, 2), AspectRatio.STANDARD_H: (4, 3), AspectRatio.WIDESCREEN_H: (16, 9), AspectRatio.ULTRAWIDE_H: (21, 9), AspectRatio.PHOTO_V: (2, 3), AspectRatio.STANDARD_V: (3, 4), AspectRatio.WIDESCREEN_V: (9, 16), } class ResolutionSelector(io.ComfyNode): """Calculate width and height from aspect ratio and megapixel target.""" @classmethod def define_schema(cls): return io.Schema( node_id="ResolutionSelector", display_name="Resolution Selector", category="utilities", description="Calculate width and height from aspect ratio and megapixel target. Useful for setting up Empty Latent Image dimensions.", inputs=[ io.Combo.Input( "aspect_ratio", options=AspectRatio, default=AspectRatio.SQUARE, tooltip="The aspect ratio for the output dimensions.", ), io.Float.Input( "megapixels", default=1.0, min=0.1, max=16.0, step=0.1, tooltip="Target total megapixels. 1.0 MP ≈ 1024×1024 for square.", ), io.Int.Input( id="multiple", default=8, min=8, max=128, step=4, tooltip="Nearest multiple of the result to set the selected resolution to.", advanced=True, ), io.Int.Input( id="minimum", default=256, min=32, max=4096, step=32, tooltip="Set minimum resolution for any side to be used", advanced=True, ), ], outputs=[ io.Int.Output( "width", tooltip="Calculated width in pixels (multiple of 8)." ), io.Int.Output( "height", tooltip="Calculated height in pixels (multiple of 8)." ), ], ) @classmethod def execute(cls, aspect_ratio: str, megapixels: float, multiple: int, minimum: int) -> io.NodeOutput: w_ratio, h_ratio = ASPECT_RATIOS[aspect_ratio] total_pixels = megapixels * 1024 * 1024 scale = math.sqrt(total_pixels / (w_ratio * h_ratio)) width = round(w_ratio * scale / multiple) * multiple height = round(h_ratio * scale / multiple) * multiple if width < minimum or height < minimum: step_w = multiple // math.gcd(w_ratio, multiple) step_h = multiple // math.gcd(h_ratio, multiple) k_step = step_w * step_h // math.gcd(step_w, step_h) min_k = math.ceil(max(minimum / w_ratio, minimum / h_ratio)) k = math.ceil(min_k / k_step) * k_step width = w_ratio * k height = h_ratio * k return io.NodeOutput(width, height) class ResolutionExtension(ComfyExtension): @override async def get_node_list(self) -> list[type[io.ComfyNode]]: return [ ResolutionSelector, ] async def comfy_entrypoint() -> ResolutionExtension: return ResolutionExtension()