198 lines
6.2 KiB
Python
198 lines
6.2 KiB
Python
# "Design-focused node suite for ComfyUI."
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# Copyright 2026 Augment Studio
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# Augmentstudio.app
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import json
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import os
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import numpy as np
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from PIL import Image
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from PIL.PngImagePlugin import PngInfo
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import folder_paths
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class AugmentPreviewImage:
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"""Previews images in the ComfyUI UI without saving to the output folder."""
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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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"images": ("IMAGE",),
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},
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"optional": {
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"trigger": ("TRIGGER",),
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},
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}
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RETURN_TYPES = ("IMAGE", "AUGMENT_JSON", "TRIGGER")
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RETURN_NAMES = ("image", "json", "trigger")
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OUTPUT_NODE = True
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FUNCTION = "preview"
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CATEGORY = "Augment/Image"
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def preview(self, images, trigger=None):
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results = []
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for batch_idx in range(images.shape[0]):
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i = 255.0 * images[batch_idx].cpu().numpy()
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img = Image.fromarray(np.clip(i, 0, 255).astype(np.uint8))
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filename = f"augment_preview_{batch_idx:05d}.png"
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subfolder = "augment_temp"
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temp_dir = folder_paths.get_temp_directory()
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full_dir = os.path.join(temp_dir, subfolder)
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os.makedirs(full_dir, exist_ok=True)
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img.save(os.path.join(full_dir, filename), compress_level=1)
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results.append({
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"filename": filename,
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"subfolder": subfolder,
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"type": "temp",
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})
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json_result = json.dumps({"node": "AugmentPreviewImage", "images": results, "count": len(results)})
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return {"ui": {"images": results}, "result": (images, json_result, "done")}
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class AugmentSaveImage:
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"""Saves images to the output folder with a customizable filename prefix."""
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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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"images": ("IMAGE",),
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"filename_prefix": ("STRING", {"default": "Augment"}),
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},
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"optional": {
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"trigger": ("TRIGGER",),
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},
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}
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RETURN_TYPES = ("IMAGE", "AUGMENT_JSON", "TRIGGER")
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RETURN_NAMES = ("image", "json", "trigger")
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OUTPUT_NODE = True
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FUNCTION = "save"
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CATEGORY = "Augment/Image"
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def __init__(self):
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self.output_dir = folder_paths.get_output_directory()
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self.type = "output"
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self.compress_level = 4
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def save(self, images, filename_prefix="Augment", trigger=None):
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full_output_folder, filename, counter, subfolder, filename_prefix = (
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folder_paths.get_save_image_path(
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filename_prefix, self.output_dir, images.shape[2], images.shape[1]
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)
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)
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results = []
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for batch_idx in range(images.shape[0]):
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i = 255.0 * images[batch_idx].cpu().numpy()
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img = Image.fromarray(np.clip(i, 0, 255).astype(np.uint8))
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metadata = PngInfo()
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file = f"{filename}_{counter + batch_idx:05d}.png"
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img.save(
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os.path.join(full_output_folder, file),
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pnginfo=metadata,
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compress_level=self.compress_level,
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)
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results.append({
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"filename": file,
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"subfolder": subfolder,
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"type": self.type,
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})
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json_result = json.dumps({"node": "AugmentSaveImage", "images": results, "count": len(results), "prefix": filename_prefix})
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return {"ui": {"images": results}, "result": (images, json_result, "done")}
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class AugmentPreviewMask:
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"""Previews a mask in the ComfyUI UI without saving to the output folder."""
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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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"mask": ("MASK",),
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},
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"optional": {
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"trigger": ("TRIGGER",),
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},
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}
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RETURN_TYPES = ("MASK", "AUGMENT_JSON", "TRIGGER")
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RETURN_NAMES = ("mask", "json", "trigger")
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OUTPUT_NODE = True
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FUNCTION = "preview"
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CATEGORY = "Augment/Image"
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def preview(self, mask, trigger=None):
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results = []
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for batch_idx in range(mask.shape[0]):
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m = 255.0 * mask[batch_idx].cpu().numpy()
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img = Image.fromarray(np.clip(m, 0, 255).astype(np.uint8), mode="L")
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filename = f"augment_mask_preview_{batch_idx:05d}.png"
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subfolder = "augment_temp"
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temp_dir = folder_paths.get_temp_directory()
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full_dir = os.path.join(temp_dir, subfolder)
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os.makedirs(full_dir, exist_ok=True)
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img.save(os.path.join(full_dir, filename), compress_level=1)
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results.append({
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"filename": filename,
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"subfolder": subfolder,
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"type": "temp",
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})
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json_result = json.dumps({"node": "Preview Mask", "images": results, "count": len(results)})
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return {"ui": {"images": results}, "result": (mask, json_result, "done")}
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class AugmentPreviewAny:
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"""Displays the string representation of any value in the ComfyUI UI."""
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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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"source": ("*", {"forceInput": True}),
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},
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"optional": {
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"trigger": ("TRIGGER",),
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},
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}
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RETURN_TYPES = ("*", "AUGMENT_JSON", "TRIGGER")
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RETURN_NAMES = ("value", "json", "trigger")
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OUTPUT_NODE = True
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FUNCTION = "preview"
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CATEGORY = "Augment/Utils"
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@classmethod
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def VALIDATE_INPUTS(cls, **kwargs):
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return True
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def preview(self, source=None, trigger=None):
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if isinstance(source, str):
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text = source
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elif isinstance(source, (int, float, bool)):
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text = str(source)
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elif source is None:
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text = "None"
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else:
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try:
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text = json.dumps(source, indent=2, default=str)
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except Exception:
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try:
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text = str(source)
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except Exception:
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text = "Value exists but could not be serialized"
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json_result = json.dumps({"node": "AugmentPreviewAny", "value": text, "type": type(source).__name__})
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return {"ui": {"text": [text]}, "result": (source, json_result, "done")}
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