import hashlib import os.path from modules import shared import modules.cache dump_cache = modules.cache.dump_cache cache = modules.cache.cache def calculate_sha256(filename: str) -> str: hash_sha256 = hashlib.sha256() blksize = 1024 * 1024 with open(filename, "rb") as f: for chunk in iter(lambda: f.read(blksize), b""): hash_sha256.update(chunk) return hash_sha256.hexdigest() def sha256_from_cache(filename, title, use_addnet_hash=False): hashes = cache("hashes-addnet") if use_addnet_hash else cache("hashes") if title not in hashes: return None cached_sha256 = hashes[title].get("sha256", None) if cached_sha256 is None: return None try: ondisk_mtime = os.path.getmtime(filename) except FileNotFoundError: return None cached_mtime = hashes[title].get("mtime", -1) if ondisk_mtime != cached_mtime: return None return cached_sha256 def sha256(filename, title, use_addnet_hash=False): sha256_value = sha256_from_cache(filename, title, use_addnet_hash) if sha256_value is not None: return sha256_value if shared.cmd_opts.no_hashing: return None print(f"Calculating sha256 for {filename}: ", end="") if use_addnet_hash: with open(filename, "rb") as file: sha256_value = addnet_hash_safetensors(file) else: sha256_value = calculate_sha256(filename) print(f"{sha256_value}") hashes = cache("hashes-addnet") if use_addnet_hash else cache("hashes") hashes[title] = { "mtime": os.path.getmtime(filename), "sha256": sha256_value, } dump_cache() return sha256_value def addnet_hash_safetensors(b: bytes) -> str: """ kohya-ss hash for safetensors from https://github.com/kohya-ss/sd-scripts/blob/main/library/train_util.py """ hash_sha256 = hashlib.sha256() blksize = 1024 * 1024 b.seek(0) header = b.read(8) n = int.from_bytes(header, "little") offset = n + 8 b.seek(offset) for chunk in iter(lambda: b.read(blksize), b""): hash_sha256.update(chunk) return hash_sha256.hexdigest() def partial_hash_from_cache(filename): hashes = cache("partial-hashes") if filename in hashes: return hashes[filename] try: with open(filename, "rb") as file: hash_sha256 = hashlib.sha256() file.seek(0x100000) hash_sha256.update(file.read(0x10000)) partial_hash = hash_sha256.hexdigest()[0:8] hashes[filename] = partial_hash return partial_hash except Exception: return "NOFILE"