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			397 lines
		
	
	
		
			15 KiB
		
	
	
	
		
			Python
		
	
	
	
	
	
			
		
		
	
	
			397 lines
		
	
	
		
			15 KiB
		
	
	
	
		
			Python
		
	
	
	
	
	
| import os.path
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| import urllib.parse
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| from pathlib import Path
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| 
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| from modules import shared
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| from modules.images import read_info_from_image, save_image_with_geninfo
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| from modules.ui import up_down_symbol
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| import gradio as gr
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| import json
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| import html
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| 
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| from modules.generation_parameters_copypaste import image_from_url_text
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| 
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| extra_pages = []
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| allowed_dirs = set()
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| 
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| 
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| def register_page(page):
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|     """registers extra networks page for the UI; recommend doing it in on_before_ui() callback for extensions"""
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| 
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|     extra_pages.append(page)
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|     allowed_dirs.clear()
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|     allowed_dirs.update(set(sum([x.allowed_directories_for_previews() for x in extra_pages], [])))
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| 
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| 
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| def fetch_file(filename: str = ""):
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|     from starlette.responses import FileResponse
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| 
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|     if not any(Path(x).absolute() in Path(filename).absolute().parents for x in allowed_dirs):
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|         raise ValueError(f"File cannot be fetched: {filename}. Must be in one of directories registered by extra pages.")
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| 
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|     ext = os.path.splitext(filename)[1].lower()
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|     if ext not in (".png", ".jpg", ".jpeg", ".webp"):
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|         raise ValueError(f"File cannot be fetched: {filename}. Only png and jpg and webp.")
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| 
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|     # would profit from returning 304
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|     return FileResponse(filename, headers={"Accept-Ranges": "bytes"})
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| 
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| 
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| def get_metadata(page: str = "", item: str = ""):
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|     from starlette.responses import JSONResponse
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| 
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|     page = next(iter([x for x in extra_pages if x.name == page]), None)
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|     if page is None:
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|         return JSONResponse({})
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| 
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|     metadata = page.metadata.get(item)
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|     if metadata is None:
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|         return JSONResponse({})
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| 
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|     return JSONResponse({"metadata": metadata})
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| 
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| 
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| def add_pages_to_demo(app):
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|     app.add_api_route("/sd_extra_networks/thumb", fetch_file, methods=["GET"])
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|     app.add_api_route("/sd_extra_networks/metadata", get_metadata, methods=["GET"])
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| 
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| 
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| class ExtraNetworksPage:
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|     def __init__(self, title):
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|         self.title = title
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|         self.name = title.lower()
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|         self.card_page = shared.html("extra-networks-card.html")
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|         self.allow_negative_prompt = False
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|         self.metadata = {}
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| 
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|     def refresh(self):
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|         pass
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| 
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|     def link_preview(self, filename):
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|         quoted_filename = urllib.parse.quote(filename.replace('\\', '/'))
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|         mtime = os.path.getmtime(filename)
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|         return f"./sd_extra_networks/thumb?filename={quoted_filename}&mtime={mtime}"
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| 
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|     def search_terms_from_path(self, filename, possible_directories=None):
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|         abspath = os.path.abspath(filename)
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| 
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|         for parentdir in (possible_directories if possible_directories is not None else self.allowed_directories_for_previews()):
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|             parentdir = os.path.abspath(parentdir)
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|             if abspath.startswith(parentdir):
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|                 return abspath[len(parentdir):].replace('\\', '/')
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| 
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|         return ""
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| 
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|     def create_html(self, tabname):
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|         view = shared.opts.extra_networks_default_view
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|         items_html = ''
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| 
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|         self.metadata = {}
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| 
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|         subdirs = {}
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|         for parentdir in [os.path.abspath(x) for x in self.allowed_directories_for_previews()]:
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|             for root, dirs, _ in os.walk(parentdir, followlinks=True):
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|                 for dirname in dirs:
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|                     x = os.path.join(root, dirname)
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| 
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|                     if not os.path.isdir(x):
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|                         continue
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| 
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|                     subdir = os.path.abspath(x)[len(parentdir):].replace("\\", "/")
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|                     while subdir.startswith("/"):
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|                         subdir = subdir[1:]
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| 
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|                     is_empty = len(os.listdir(x)) == 0
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|                     if not is_empty and not subdir.endswith("/"):
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|                         subdir = subdir + "/"
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| 
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|                     if ("/." in subdir or subdir.startswith(".")) and not shared.opts.extra_networks_show_hidden_directories:
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|                         continue
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| 
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|                     subdirs[subdir] = 1
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| 
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|         if subdirs:
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|             subdirs = {"": 1, **subdirs}
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| 
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|         subdirs_html = "".join([f"""
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| <button class='lg secondary gradio-button custom-button{" search-all" if subdir=="" else ""}' onclick='extraNetworksSearchButton("{tabname}_extra_tabs", event)'>
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| {html.escape(subdir if subdir!="" else "all")}
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| </button>
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| """ for subdir in subdirs])
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| 
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|         for item in self.list_items():
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|             metadata = item.get("metadata")
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|             if metadata:
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|                 self.metadata[item["name"]] = metadata
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| 
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|             items_html += self.create_html_for_item(item, tabname)
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| 
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|         if items_html == '':
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|             dirs = "".join([f"<li>{x}</li>" for x in self.allowed_directories_for_previews()])
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|             items_html = shared.html("extra-networks-no-cards.html").format(dirs=dirs)
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| 
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|         self_name_id = self.name.replace(" ", "_")
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| 
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|         res = f"""
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| <div id='{tabname}_{self_name_id}_subdirs' class='extra-network-subdirs extra-network-subdirs-{view}'>
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| {subdirs_html}
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| </div>
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| <div id='{tabname}_{self_name_id}_cards' class='extra-network-{view}'>
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| {items_html}
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| </div>
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| """
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| 
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|         return res
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| 
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|     def list_items(self):
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|         raise NotImplementedError()
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| 
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|     def allowed_directories_for_previews(self):
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|         return []
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| 
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|     def create_html_for_item(self, item, tabname):
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|         """
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|         Create HTML for card item in tab tabname; can return empty string if the item is not meant to be shown.
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|         """
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| 
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|         preview = item.get("preview", None)
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| 
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|         onclick = item.get("onclick", None)
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|         if onclick is None:
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|             onclick = '"' + html.escape(f"""return cardClicked({json.dumps(tabname)}, {item["prompt"]}, {"true" if self.allow_negative_prompt else "false"})""") + '"'
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| 
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|         height = f"height: {shared.opts.extra_networks_card_height}px;" if shared.opts.extra_networks_card_height else ''
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|         width = f"width: {shared.opts.extra_networks_card_width}px;" if shared.opts.extra_networks_card_width else ''
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|         background_image = f'<img src="{html.escape(preview)}" class="preview" loading="lazy">' if preview else ''
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|         metadata_button = ""
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|         metadata = item.get("metadata")
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|         if metadata:
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|             metadata_button = f"<div class='metadata-button' title='Show metadata' onclick='extraNetworksRequestMetadata(event, {json.dumps(self.name)}, {json.dumps(item['name'])})'></div>"
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| 
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|         local_path = ""
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|         filename = item.get("filename", "")
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|         for reldir in self.allowed_directories_for_previews():
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|             absdir = os.path.abspath(reldir)
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| 
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|             if filename.startswith(absdir):
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|                 local_path = filename[len(absdir):]
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| 
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|         # if this is true, the item must not be shown in the default view, and must instead only be
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|         # shown when searching for it
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|         if shared.opts.extra_networks_hidden_models == "Always":
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|             search_only = False
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|         else:
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|             search_only = "/." in local_path or "\\." in local_path
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| 
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|         if search_only and shared.opts.extra_networks_hidden_models == "Never":
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|             return ""
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| 
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|         sort_keys = " ".join([html.escape(f'data-sort-{k}={v}') for k, v in item.get("sort_keys", {}).items()]).strip()
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| 
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|         args = {
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|             "background_image": background_image,
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|             "style": f"'display: none; {height}{width}'",
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|             "prompt": item.get("prompt", None),
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|             "tabname": json.dumps(tabname),
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|             "local_preview": json.dumps(item["local_preview"]),
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|             "name": item["name"],
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|             "description": (item.get("description") or ""),
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|             "card_clicked": onclick,
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|             "save_card_preview": '"' + html.escape(f"""return saveCardPreview(event, {json.dumps(tabname)}, {json.dumps(item["local_preview"])})""") + '"',
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|             "search_term": item.get("search_term", ""),
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|             "metadata_button": metadata_button,
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|             "search_only": " search_only" if search_only else "",
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|             "sort_keys": sort_keys,
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|         }
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| 
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|         return self.card_page.format(**args)
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| 
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|     def get_sort_keys(self, path):
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|         """
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|         List of default keys used for sorting in the UI.
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|         """
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|         pth = Path(path)
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|         stat = pth.stat()
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|         return {
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|             "date_created": int(stat.st_ctime or 0),
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|             "date_modified": int(stat.st_mtime or 0),
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|             "name": pth.name.lower(),
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|         }
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| 
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|     def find_preview(self, path):
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|         """
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|         Find a preview PNG for a given path (without extension) and call link_preview on it.
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|         """
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| 
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|         preview_extensions = ["png", "jpg", "jpeg", "webp"]
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|         if shared.opts.samples_format not in preview_extensions:
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|             preview_extensions.append(shared.opts.samples_format)
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| 
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|         potential_files = sum([[path + "." + ext, path + ".preview." + ext] for ext in preview_extensions], [])
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| 
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|         for file in potential_files:
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|             if os.path.isfile(file):
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|                 return self.link_preview(file)
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| 
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|         return None
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| 
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|     def find_description(self, path):
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|         """
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|         Find and read a description file for a given path (without extension).
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|         """
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|         for file in [f"{path}.txt", f"{path}.description.txt"]:
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|             try:
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|                 with open(file, "r", encoding="utf-8", errors="replace") as f:
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|                     return f.read()
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|             except OSError:
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|                 pass
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|         return None
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| 
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| 
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| def initialize():
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|     extra_pages.clear()
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| 
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| 
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| def register_default_pages():
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|     from modules.ui_extra_networks_textual_inversion import ExtraNetworksPageTextualInversion
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|     from modules.ui_extra_networks_hypernets import ExtraNetworksPageHypernetworks
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|     from modules.ui_extra_networks_checkpoints import ExtraNetworksPageCheckpoints
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|     register_page(ExtraNetworksPageTextualInversion())
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|     register_page(ExtraNetworksPageHypernetworks())
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|     register_page(ExtraNetworksPageCheckpoints())
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| 
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| 
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| class ExtraNetworksUi:
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|     def __init__(self):
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|         self.pages = None
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|         """gradio HTML components related to extra networks' pages"""
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| 
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|         self.page_contents = None
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|         """HTML content of the above; empty initially, filled when extra pages have to be shown"""
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| 
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|         self.stored_extra_pages = None
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| 
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|         self.button_save_preview = None
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|         self.preview_target_filename = None
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| 
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|         self.tabname = None
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| 
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| 
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| def pages_in_preferred_order(pages):
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|     tab_order = [x.lower().strip() for x in shared.opts.ui_extra_networks_tab_reorder.split(",")]
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| 
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|     def tab_name_score(name):
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|         name = name.lower()
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|         for i, possible_match in enumerate(tab_order):
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|             if possible_match in name:
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|                 return i
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| 
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|         return len(pages)
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| 
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|     tab_scores = {page.name: (tab_name_score(page.name), original_index) for original_index, page in enumerate(pages)}
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| 
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|     return sorted(pages, key=lambda x: tab_scores[x.name])
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| 
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| 
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| def create_ui(container, button, tabname):
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|     ui = ExtraNetworksUi()
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|     ui.pages = []
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|     ui.pages_contents = []
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|     ui.stored_extra_pages = pages_in_preferred_order(extra_pages.copy())
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|     ui.tabname = tabname
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| 
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|     with gr.Tabs(elem_id=tabname+"_extra_tabs"):
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|         for page in ui.stored_extra_pages:
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|             page_id = page.title.lower().replace(" ", "_")
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| 
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|             with gr.Tab(page.title, id=page_id):
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|                 elem_id = f"{tabname}_{page_id}_cards_html"
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|                 page_elem = gr.HTML('Loading...', elem_id=elem_id)
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|                 ui.pages.append(page_elem)
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| 
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|                 page_elem.change(fn=lambda: None, _js='function(){applyExtraNetworkFilter(' + json.dumps(tabname) + '); return []}', inputs=[], outputs=[])
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| 
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|     gr.Textbox('', show_label=False, elem_id=tabname+"_extra_search", placeholder="Search...", visible=False)
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|     gr.Dropdown(choices=['Default Sort', 'Date Created', 'Date Modified', 'Name'], value='Default Sort', elem_id=tabname+"_extra_sort", multiselect=False, visible=False, show_label=False, interactive=True)
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|     gr.Button(up_down_symbol, elem_id=tabname+"_extra_sortorder")
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|     button_refresh = gr.Button('Refresh', elem_id=tabname+"_extra_refresh")
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| 
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|     ui.button_save_preview = gr.Button('Save preview', elem_id=tabname+"_save_preview", visible=False)
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|     ui.preview_target_filename = gr.Textbox('Preview save filename', elem_id=tabname+"_preview_filename", visible=False)
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| 
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|     def toggle_visibility(is_visible):
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|         is_visible = not is_visible
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| 
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|         return is_visible, gr.update(visible=is_visible), gr.update(variant=("secondary-down" if is_visible else "secondary"))
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| 
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|     def fill_tabs(is_empty):
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|         """Creates HTML for extra networks' tabs when the extra networks button is clicked for the first time."""
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| 
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|         if not ui.pages_contents:
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|             refresh()
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| 
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|         if is_empty:
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|             return True, *ui.pages_contents
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| 
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|         return True, *[gr.update() for _ in ui.pages_contents]
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| 
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|     state_visible = gr.State(value=False)
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|     button.click(fn=toggle_visibility, inputs=[state_visible], outputs=[state_visible, container, button], show_progress=False)
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| 
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|     state_empty = gr.State(value=True)
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|     button.click(fn=fill_tabs, inputs=[state_empty], outputs=[state_empty, *ui.pages], show_progress=False)
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| 
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|     def refresh():
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|         for pg in ui.stored_extra_pages:
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|             pg.refresh()
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| 
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|         ui.pages_contents = [pg.create_html(ui.tabname) for pg in ui.stored_extra_pages]
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| 
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|         return ui.pages_contents
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| 
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|     button_refresh.click(fn=refresh, inputs=[], outputs=ui.pages)
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| 
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|     return ui
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| 
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| 
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| def path_is_parent(parent_path, child_path):
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|     parent_path = os.path.abspath(parent_path)
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|     child_path = os.path.abspath(child_path)
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| 
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|     return child_path.startswith(parent_path)
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| 
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| 
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| def setup_ui(ui, gallery):
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|     def save_preview(index, images, filename):
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|         if len(images) == 0:
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|             print("There is no image in gallery to save as a preview.")
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|             return [page.create_html(ui.tabname) for page in ui.stored_extra_pages]
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| 
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|         index = int(index)
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|         index = 0 if index < 0 else index
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|         index = len(images) - 1 if index >= len(images) else index
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| 
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|         img_info = images[index if index >= 0 else 0]
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|         image = image_from_url_text(img_info)
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|         geninfo, items = read_info_from_image(image)
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| 
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|         is_allowed = False
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|         for extra_page in ui.stored_extra_pages:
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|             if any(path_is_parent(x, filename) for x in extra_page.allowed_directories_for_previews()):
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|                 is_allowed = True
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|                 break
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| 
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|         assert is_allowed, f'writing to {filename} is not allowed'
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| 
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|         save_image_with_geninfo(image, geninfo, filename)
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| 
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|         return [page.create_html(ui.tabname) for page in ui.stored_extra_pages]
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| 
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|     ui.button_save_preview.click(
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|         fn=save_preview,
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|         _js="function(x, y, z){return [selected_gallery_index(), y, z]}",
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|         inputs=[ui.preview_target_filename, gallery, ui.preview_target_filename],
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|         outputs=[*ui.pages]
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|     )
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| 
 | 
