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import torch
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import numpy as np
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from PIL import Image
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import io
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import base64
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from server import PromptServer
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def encode_images_to_base64(images):
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"""画像テンソルのバッチをBase64文字列のリストに変換する共通関数"""
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encoded_images = []
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for img in images:
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# Tensor (B, H, W, C) -> Numpy -> PIL
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i = 255. * img.cpu().numpy()
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pil_img = Image.fromarray(np.uint8(i))
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buffered = io.BytesIO()
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pil_img.save(buffered, format="JPEG", quality=85)
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img_str = base64.b64encode(buffered.getvalue()).decode("utf-8")
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encoded_images.append(f"data:image/jpeg;base64,{img_str}")
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return encoded_images
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# 1. 再生用ビューアノード
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class StepStepPlayer:
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@classmethod
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def INPUT_TYPES(s):
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return {"required": {
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"images": ("IMAGE",),
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}}
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RETURN_TYPES = ()
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OUTPUT_NODE = True
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FUNCTION = "view_images"
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CATEGORY = "custom_nodes/viewers"
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def view_images(self, images):
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encoded = encode_images_to_base64(images)
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# フロントエンドの Player 側に送信
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PromptServer.instance.send_json("step_player_update", {"images": encoded})
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return {"ui": {"images": encoded}}
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# 2. 比較用ビューアノード
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class StepStepComparer:
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@classmethod
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def INPUT_TYPES(s):
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return {"required": {
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"images": ("IMAGE",),
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}}
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RETURN_TYPES = ()
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OUTPUT_NODE = True
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FUNCTION = "view_images"
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CATEGORY = "custom_nodes/viewers"
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def view_images(self, images):
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encoded = encode_images_to_base64(images)
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# フロントエンドの Comparer 側に送信
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PromptServer.instance.send_json("step_comparer_update", {"images": encoded})
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return {"ui": {"images": encoded}}
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# --- ノードの登録設定 ---
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NODE_CLASS_MAPPINGS = {
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"StepStepPlayer": StepStepPlayer,
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"StepStepComparer": StepStepComparer
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}
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NODE_DISPLAY_NAME_MAPPINGS = {
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"StepStepPlayer": "Step-by-Step Player",
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"StepStepComparer": "Step-by-Step Comparer"
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}
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