Deleted some files and updated the node to be able to show a character preview. this helps with stability of character generation in the prompt.
116 lines
4.3 KiB
Python
116 lines
4.3 KiB
Python
import os
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import json
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import base64
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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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from io import BytesIO
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import folder_paths
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from server import PromptServer
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from aiohttp import web
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# ---- GLOBAAL (buiten class) ----
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CHARACTER_FOLDER = os.path.dirname(__file__)
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CHARACTER_JSON_FILES = [
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os.path.join(CHARACTER_FOLDER, f)
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for f in os.listdir(CHARACTER_FOLDER)
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if f.startswith("dictoutput") and f.endswith(".json")
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]
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class CharacterPromptNode:
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# --- INJECTED CACHE SETUP ---
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# Create local directory to hold physical .png snapshots
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CACHE_DIR = os.path.join(folder_paths.get_output_directory(), "anime_character_thumbs")
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os.makedirs(CACHE_DIR, exist_ok=True)
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# -----------------------------
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"""
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Node: Character selection for anime prompts.
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Non-editable output string, includes preview image (base64 in output_X.json).
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"""
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# char_data = []
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CHARACTERS = []
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DATA = {}
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try:
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for path in CHARACTER_JSON_FILES:
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with open(path, "r", encoding="utf-8") as f:
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DATA.update( json.load(f) )
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except Exception as e:
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print(f"[CharacterPromptNode] ?? Error loading {path}: {e}")
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#CHARACTERS = [list(entry.keys())[0] for entry in char_data if isinstance(entry, dict) and len(entry) >= 1]
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CHARACTERS = list(DATA.keys())
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# --- INJECTED BULK EXTRACTION ---
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# Dump base64 data strings out into real image files once on boot
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for name, cdata in DATA.items():
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try:
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b64_str = cdata['image']
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if b64_str:
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if "," in b64_str:
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b64_str = b64_str.split(",")[-1]
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safe_name = "".join([c if c.isalnum() else "_" for c in name]) + ".png"
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file_path = os.path.join(CACHE_DIR, safe_name)
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# print(file_path)
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if not os.path.exists(file_path):
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img_data = base64.b64decode(b64_str)
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with open(file_path, "wb") as img_file:
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img_file.write(img_data)
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except Exception as e:
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print(f"[CharacterPromptNode] Batch image extraction failed for {name}: {e}")
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# ---------------------------------
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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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"character": (cls.CHARACTERS,),
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}
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}
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RETURN_TYPES = ("STRING", "IMAGE")
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RETURN_NAMES = ("character_prompt", "preview_image")
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FUNCTION = "run"
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CATEGORY = "Prompting/Anime Character"
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# Tells ComfyUI's frontend canvas to reserve space for image drawings
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OUTPUT_NODE = True
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def run(self, character):
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char_prompt = self.DATA[character]['prompt']
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preview_image = None
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if 1:
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value = self.DATA[character]['image']
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preview_data = value if isinstance(value, str) and value.startswith("data:image") else None
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if isinstance(preview_data, str) and preview_data.startswith("data:image"):
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try:
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base64_data = preview_data.split("base64,", 1)[1]
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preview_image = self.decode_base64_to_image(base64_data)
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except Exception as e:
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print(f"[CharacterPromptNode] ?? Base64 decode failed for {character}: {e}")
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return (char_prompt, preview_image)
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def decode_base64_to_image(self, base64_str):
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data = base64.b64decode(base64_str)
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try:
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img = Image.open(BytesIO(data)).convert("RGB")
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# Convert to ComfyUI IMAGE format: torch.Tensor (B, H, W, C), float32, [0,1]
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img_np = np.array(img).astype(np.float32) / 255.0
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return torch.from_numpy(img_np).unsqueeze(0)
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except Exception as e:
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raise ValueError("Failed to decode base64 image") from e
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# --- INJECTED HTTP ROUTE ---
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# Web service endpoint to supply frontend cache loads
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@PromptServer.instance.routes.get("/anime_character_select/get_thumb")
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async def get_thumb(request):
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character = request.query.get("character", "")
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safe_name = "".join([c if c.isalnum() else "_" for c in character]) + ".png"
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file_path = os.path.join(CharacterPromptNode.CACHE_DIR, safe_name)
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if os.path.exists(file_path):
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return web.FileResponse(file_path)
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return web.Response(status=404)
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# ---------------------------
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