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augment-lib-augment-ComfyUI/py/preview.py
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Python

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