"""Models in the wrong models folder, and identical copies (the models page's Tidy view, ui_model_tidy.js). GET /anomalous/placement/check[?deep=1] -> {misplaced, duplicates, unchecked} misplaced: models whose header (model_kind.py, only when sure) names another type than the folder they are in, with where they belong (the same subfolder in a folder of that type, on the same drive when there is one) and whether they still load where they are. duplicates: files with the same SHA-256 — known from scans, else read now for files of the same size (small ones always, large ones with deep). unchecked: the same-size large files a deep check would still read. POST /anomalous/placement/move {type, root, rel, to_type, to_root, to_rel} -> moves a model and its sidecars (covers, info, the user's notes); never over a file (" (2)"). Only for the computer ComfyUI runs on (local_guard.is_local). Removing a copy goes through /anomalous/delete_model (Recycle Bin). Headers and computed SHA-256s are kept in memory per file (path, size, time). """ import asyncio import os import threading import urllib.parse from aiohttp import web import folder_paths try: from ..model_identity import file_sha256 from ..model_kind import inspect_file except ImportError: # loaded outside the package (tests) from model_identity import file_sha256 from model_kind import inspect_file from .activity_log import add_entry from .local_guard import is_local as _is_local from .metadata import get_metadata from .model_constants import MEDIA_EXTENSIONS, PREVIEW_SUFFIXES, SIDECAR_SUFFIXES from .model_download import MODEL_EXTENSIONS, clean_folder, forget_file_lists from .model_import import Refused, destination, import_types, move_into from .path_utils import resolve_within # (folder type, what the file is): it loads there all the same. WORKS_ANYWAY = {("diffusion_models", "checkpoints")} # Same-size files up to this are read at once (LoRAs, embeddings); larger ones on "Compare". AUTO_HASH = 256 * 1024 * 1024 CACHE_LIMIT = 5000 _lock = threading.Lock() _heads = {} # path -> (size, mtime_ns, inspect_file result) _hashes = {} # path -> (size, mtime_ns, sha256) def _cached(store, path, stat, compute): key = (stat.st_size, stat.st_mtime_ns) with _lock: hit = store.get(path) if hit and hit[:2] == key: return hit[2] value = compute(path) with _lock: if len(store) >= CACHE_LIMIT: store.clear() store[path] = (*key, value) return value def library(): """Every model file once: [{type, root, rel, path, size, dev}] (a folder listed under two types counts for the first).""" seen, files = set(), [] for folder_type in import_types(): for index, base in enumerate(folder_paths.get_folder_paths(folder_type) or []): if not os.path.isdir(base): continue for current, dirs, names in os.walk(base): dirs[:] = sorted(name for name in dirs if not name.startswith(".")) for name in sorted(names): if not name.lower().endswith(MODEL_EXTENSIONS): continue path = os.path.join(current, name) real = os.path.realpath(path) if real in seen: continue seen.add(real) try: stat = os.stat(path) except OSError: continue files.append({"type": folder_type, "root": index, "rel": os.path.relpath(path, base).replace(os.sep, "/"), "path": path, "size": stat.st_size, "dev": stat.st_dev, "stat": stat}) return files def _card(item): """What the page shows of a file: its name (the user's, else Civitai's, else the file's), Civitai version and cover URL.""" try: meta = get_metadata(item["path"]) except Exception: meta = {} folder, name = os.path.split(item["path"]) stem = os.path.splitext(name)[0] cover = next((stem + suffix for suffix in PREVIEW_SUFFIXES + MEDIA_EXTENSIONS if os.path.isfile(os.path.join(folder, stem + suffix))), "") sub = item["rel"].rpartition("/")[0] url = "" if cover: url = (f"/anomalous/image?type={urllib.parse.quote(item['type'])}&path_idx={item['root']}" f"&subfolder={urllib.parse.quote(sub)}&filename={urllib.parse.quote(cover)}") version = meta.get("version_name") or "" name = meta.get("custom_name") or "" if not name and meta.get("model_id"): # Civitai's "Model - Version": the model's part full = meta.get("name") or "" name = full[:-len(" - " + version)] if version and full.endswith(" - " + version) else full return {"name": name or stem, "version": version, "preview_url": url} def _home_for(item, kind): """Where a file of `kind` goes: its own subfolder and name, in a folder of that type, preferably on its drive (a move is then a rename).""" roots = [] for index, base in enumerate(folder_paths.get_folder_paths(kind) or []): if os.path.isdir(base): roots.append((index, os.stat(base).st_dev)) if not roots: return None index = next((index for index, dev in roots if dev == item["dev"]), roots[0][0]) return {"type": kind, "root": index, "rel": item["rel"]} def misplaced(files): found = [] for item in files: result = _cached(_heads, item["path"], item["stat"], inspect_file) kind = result.get("kind") if not kind or not result.get("sure") or kind == item["type"] or kind not in import_types(): continue home = _home_for(item, kind) if home: found.append({"type": item["type"], "root": item["root"], "rel": item["rel"], "size": item["size"], "kind": kind, "base": result.get("base", ""), "works": (item["type"], kind) in WORKS_ANYWAY, "to": home, **_card(item)}) return found def _known_hash(item): try: value = str(get_metadata(item["path"]).get("hash") or "").lower() except Exception: value = "" if len(value) == 64: return value with _lock: hit = _hashes.get(item["path"]) return hit[2] if hit and hit[:2] == (item["stat"].st_size, item["stat"].st_mtime_ns) else "" def _copy(item): """One of identical files: where it is, how it shows, whether its folder fits what it is (the copy to keep, when only one does).""" kind = _cached(_heads, item["path"], item["stat"], inspect_file).get("kind") return {"type": item["type"], "root": item["root"], "rel": item["rel"], "fits": not kind or kind == item["type"], **_card(item)} def duplicates(files, deep=False): """(groups of identical files, {groups, bytes} still to read for a deep check).""" by_size = {} for item in files: if item["size"]: by_size.setdefault(item["size"], []).append(item) groups, unchecked = {}, {"groups": 0, "bytes": 0} for size, items in by_size.items(): if len(items) < 2: continue unknown = [item for item in items if not _known_hash(item)] read = deep or size <= AUTO_HASH if unknown and not read: unchecked["groups"] += 1 unchecked["bytes"] += size * len(unknown) for item in items: sha = _known_hash(item) if not sha and read: sha = _cached(_hashes, item["path"], item["stat"], file_sha256) if sha: groups.setdefault(sha, []).append(item) found = [{"sha256": sha, "size": items[0]["size"], "files": [_copy(item) for item in items]} for sha, items in groups.items() if len(items) > 1] return found, unchecked def check(deep=False): files = library() found, unchecked = duplicates(files, deep) return {"misplaced": misplaced(files), "duplicates": found, "unchecked": unchecked, "checked": len(files)} def _sidecars(path): """The model's covers, info and notes: files named by its stem, unless another model in its folder has that stem too (then they are shared, and stay).""" folder, name = os.path.split(path) stem = os.path.splitext(name)[0] if any(os.path.isfile(os.path.join(folder, stem + ext)) for ext in MODEL_EXTENSIONS if stem + ext != name): return [] return [(os.path.join(folder, stem + suffix), suffix) for suffix in SIDECAR_SUFFIXES if os.path.isfile(os.path.join(folder, stem + suffix))] def move(data): folder_type = data.get("type") if folder_type not in import_types(): raise Refused("bad_type") paths = folder_paths.get_folder_paths(folder_type) or [] try: index = int(data.get("root", 0)) base = os.path.realpath(paths[index]) rel = clean_folder(data.get("rel")) source = resolve_within(base, *rel.split("/")) except (ValueError, TypeError, IndexError): raise Refused("bad_path") if not os.path.isfile(source) or not rel.lower().endswith(MODEL_EXTENSIONS): raise Refused("gone") to_type, to_root, root_path, dest = destination( {"type": data.get("to_type"), "root": data.get("to_root", 0), "rel": data.get("to_rel")}, os.path.getsize(source)) sidecars = _sidecars(source) move_into(source, dest, keep=False) moved, left = [os.path.basename(dest)], [] dest_stem = os.path.splitext(dest)[0] for path, suffix in sidecars: target = dest_stem + suffix try: if os.path.exists(target): raise FileExistsError(target) move_into(path, target, keep=False) moved.append(os.path.basename(target)) except OSError as error: left.append(os.path.basename(path)) print(f"[Anomalous Browser] Tidy: {os.path.basename(path)} stayed where it was: {error}") forget_file_lists() to_rel = os.path.relpath(dest, root_path).replace(os.sep, "/") add_entry("file", "model_move", to_rel, {"move": { "from": {"type": folder_type, "path_idx": index, "rel": rel}, "to": {"type": to_type, "path_idx": to_root, "rel": to_rel}, "files": moved, "left": left, }}) return {"type": to_type, "root": to_root, "rel": to_rel, "left": left} async def api_check(request): deep = request.query.get("deep") == "1" return web.json_response(await asyncio.to_thread(check, deep)) async def api_move(request): if not _is_local(request): return web.json_response({"error": "not_local"}, status=403) try: data = await request.json() if not isinstance(data, dict): raise ValueError return web.json_response(await asyncio.to_thread(move, data)) except Refused as error: return web.json_response({"error": error.code}, status=404 if error.code == "gone" else 400) except ValueError: return web.json_response({"error": "bad_request"}, status=400) except OSError as error: print(f"[Anomalous Browser] Tidy: could not move the model: {error}") return web.json_response({"error": "io"}, status=500) def register_routes(app): app.router.add_get("/anomalous/placement/check", api_check) app.router.add_post("/anomalous/placement/move", api_move)