Change Widget to Dropdowns
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-4
@@ -1,12 +1,10 @@
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# comfyui-aspect-ratio-presets/__init__.py
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# __init__.py
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from .nodes import empty_latent_preset, empty_latent_by_axis
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from .nodes import empty_latent_preset, empty_latent_by_axis
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NODE_CLASS_MAPPINGS = {
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NODE_CLASS_MAPPINGS = {
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# Display name : Python callable
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"Empty Latent (Aspect Ratio Preset)": empty_latent_preset,
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"Empty Latent (Aspect Ratio Preset)": empty_latent_preset,
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"Empty Latent (Aspect Ratio by Axis)": empty_latent_by_axis,
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"Empty Latent (Aspect Ratio by Axis)": empty_latent_by_axis,
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}
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}
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# This is the category under which they appear in the ComfyUI UI
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NODE_DISPLAY_NAME = "ComfyUI Aspect Ratio Preset"
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NODE_DISPLAY_NAME = "ComfyUI Aspect Ratio Preset"
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@@ -3,32 +3,49 @@
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import numpy as np
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import numpy as np
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from .presets import PRESETS
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from .presets import PRESETS
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def _validate_dim(v:int):
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# ─── Helpers ──────────────────────────────────────────────────────────
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def _validate_dim(v: int):
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if v <= 0:
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if v <= 0:
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raise ValueError("Dimension must be > 0")
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raise ValueError("Dimension must be > 0")
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if v % 8 != 0:
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if v % 8 != 0:
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raise ValueError("Dimension must be divisible by 8")
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raise ValueError("Dimension must be divisible by 8")
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# --- Node 1 -----------------------------------------------------------
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# ─── Node 1: Preset ───────────────────────────────────────────────────
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def empty_latent_preset(
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preset: str,
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batch_size: int
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) -> np.ndarray:
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"""
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Empty Latent (Aspect Ratio Preset)
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preset: e.g. "512x512 - 1:1 SD 1.5"
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batch_size: how many latents to produce
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"""
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# find matching entry
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for model, lbl, W, H in PRESETS:
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key = f"{W}x{H} - {lbl.split()[0]} {model}"
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if key == preset:
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break
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else:
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raise ValueError(f"Unknown preset: {preset}")
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def empty_latent_preset(resolution_index:int, batch_size:int) -> np.ndarray:
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model, label, W, H = PRESETS[resolution_index]
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_validate_dim(W); _validate_dim(H)
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_validate_dim(W); _validate_dim(H)
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return np.zeros((batch_size, 4, H//8, W//8), dtype=np.float32)
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return np.zeros((batch_size, 4, H // 8, W // 8), dtype=np.float32)
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def _preset_input_types():
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def _preset_input_types():
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# Build the list of dropdown labels:
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choices = [
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f"{W}x{H} - {lbl.split()[0]} {model}"
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for model, lbl, W, H in PRESETS
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]
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return {
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return {
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"required": {
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"required": {
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"resolution_index": (
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# A true dropdown of strings:
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"INT", {
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"preset": (choices,),
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"default": 0,
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"batch_size": ("INT", {"default": 1, "min": 1})
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"choices": [
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f"{m} {w}×{h} ({lbl})"
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for m,lbl,w,h in PRESETS
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]
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}
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),
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"batch_size": ("INT", {"default":1, "min":1})
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}
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}
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}
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}
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@@ -36,33 +53,66 @@ empty_latent_preset.INPUT_TYPES = _preset_input_types
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empty_latent_preset.RETURN_TYPES = ("LATENT",)
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empty_latent_preset.RETURN_TYPES = ("LATENT",)
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empty_latent_preset.CATEGORY = "ComfyUI Aspect Ratio Preset"
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empty_latent_preset.CATEGORY = "ComfyUI Aspect Ratio Preset"
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# --- Node 2 -----------------------------------------------------------
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# ─── Node 2: By Axis ──────────────────────────────────────────────────
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ASPECT_CHOICES = [
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ASPECT_CHOICES = [
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("1:1 Square",(1,1)), ("3:2 Landscape",(3,2)), ("2:3 Portrait",(2,3)),
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("1:1 Square", (1, 1)),
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# ... etc ...
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("3:2 Landscape", (3, 2)),
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("2:3 Portrait", (2, 3)),
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("4:3 Landscape", (4, 3)),
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("3:4 Portrait", (3, 4)),
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("16:9 Landscape", (16, 9)),
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("9:16 Portrait", (9, 16)),
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("5:4 Landscape", (5, 4)),
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("4:5 Portrait", (4, 5)),
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("21:9 Widescreen",(21, 9)),
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("9:21 Portrait", (9, 21)),
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("7:5 Landscape", (7, 5)),
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("5:7 Portrait", (5, 7)),
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]
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]
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def empty_latent_by_axis(primary_dim:int, reference:str, aspect_index:int, batch_size:int) -> np.ndarray:
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def empty_latent_by_axis(
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w_ratio,h_ratio = ASPECT_CHOICES[aspect_index][1]
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primary_dim: int,
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reference: str,
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aspect_ratio: str,
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batch_size: int
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) -> np.ndarray:
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"""
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Empty Latent (Aspect Ratio by Axis)
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primary_dim: numeric value for Width or Height
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reference: "Width" or "Height"
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aspect_ratio: e.g. "3:2 Landscape"
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batch_size: how many latents to produce
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"""
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# Look up numeric ratio
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for lbl, (wr, hr) in ASPECT_CHOICES:
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if lbl == aspect_ratio:
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break
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else:
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raise ValueError(f"Unknown aspect ratio: {aspect_ratio}")
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_validate_dim(primary_dim)
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_validate_dim(primary_dim)
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if reference == "Width":
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if reference == "Width":
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W,H = primary_dim, round(primary_dim * h_ratio / w_ratio)
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W = primary_dim
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H = round(primary_dim * hr / wr)
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else:
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else:
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H,W = primary_dim, round(primary_dim * w_ratio / h_ratio)
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H = primary_dim
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W = round(primary_dim * wr / hr)
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_validate_dim(W); _validate_dim(H)
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_validate_dim(W); _validate_dim(H)
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return np.zeros((batch_size, 4, H//8, W//8), dtype=np.float32)
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return np.zeros((batch_size, 4, H // 8, W // 8), dtype=np.float32)
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def _byaxis_input_types():
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def _byaxis_input_types():
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return {
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return {
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"required": {
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"required": {
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"primary_dim": ("INT", {"default":512, "min":8}),
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"primary_dim": ("INT", {"default": 512, "min": 8}),
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"reference": ("STRING", {"default":"Width", "choices":["Width","Height"]}),
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# A true dropdown of strings:
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"aspect_index": ("INT", {
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"reference": (["Width", "Height"],),
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"default":0,
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"aspect_ratio": ([lbl for lbl, _ in ASPECT_CHOICES],),
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"choices":[lbl for lbl,_ in ASPECT_CHOICES]
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"batch_size": ("INT", {"default": 1, "min": 1})
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}),
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"batch_size": ("INT", {"default":1, "min":1})
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}
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}
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}
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}
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@@ -70,4 +120,11 @@ empty_latent_by_axis.INPUT_TYPES = _byaxis_input_types
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empty_latent_by_axis.RETURN_TYPES = ("LATENT",)
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empty_latent_by_axis.RETURN_TYPES = ("LATENT",)
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empty_latent_by_axis.CATEGORY = "ComfyUI Aspect Ratio Preset"
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empty_latent_by_axis.CATEGORY = "ComfyUI Aspect Ratio Preset"
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# ─── Expose for ComfyUI ────────────────────────────────────────────────
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# ─── Expose for ComfyUI ───────────────────────────────────────────────
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NODE_CLASS_MAPPINGS = {
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"Empty Latent (Aspect Ratio Preset)": empty_latent_preset,
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"Empty Latent (Aspect Ratio by Axis)": empty_latent_by_axis,
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}
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NODE_DISPLAY_NAME = "ComfyUI Aspect Ratio Preset"
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