# pyright:reportPrivateUsage=false from pathlib import Path from typing import Iterable import pytest from blake3 import blake3 from invokeai.backend.model_hash.model_hash import HASHING_ALGORITHMS, MODEL_FILE_EXTENSIONS, ModelHash test_cases: list[tuple[HASHING_ALGORITHMS, str]] = [ ("md5", "md5:a0cd925fc063f98dbf029eee315060c3"), ("sha1", "sha1:9e362940e5603fdc60566ea100a288ba2fe48b8c"), ("sha256", "sha256:6dbdb6a147ad4d808455652bf5a10120161678395f6bfbd21eb6fe4e731aceeb"), ( "sha512", "sha512:c4a10476b21e00042f638ad5755c561d91f2bb599d3504d25409495e1c7eda94543332a1a90fbb4efdaf9ee462c33e0336b5eae4acfb1fa0b186af452dd67dc6", ), ("blake3", "blake3:ce3f0c5f3c05d119f4a5dcaf209b50d3149046a0d3a9adee9fed4c83cad6b4d0"), ("blake3_single", "blake3:ce3f0c5f3c05d119f4a5dcaf209b50d3149046a0d3a9adee9fed4c83cad6b4d0"), ] @pytest.mark.parametrize("algorithm,expected_hash", test_cases) def test_model_hash_hashes_file(tmp_path: Path, algorithm: HASHING_ALGORITHMS, expected_hash: str): file = Path(tmp_path / "test") file.write_text("model data") hash_ = ModelHash(algorithm).hash(file) assert hash_ == expected_hash @pytest.mark.parametrize("algorithm", ["md5", "sha1", "sha256", "sha512", "blake3", "blake3_single"]) def test_model_hash_hashes_dir(tmp_path: Path, algorithm: HASHING_ALGORITHMS): model_hash = ModelHash(algorithm) files = [Path(tmp_path, f"{i}.bin") for i in range(5)] for f in files: f.write_text("data") hash_ = model_hash.hash(tmp_path) # Manual implementation of composite hash - always uses BLAKE3 component_hashes: list[str] = [] for f in sorted(ModelHash._get_file_paths(tmp_path, ModelHash._default_file_filter)): component_hashes.append(model_hash._hash_file(f)) composite_hasher = blake3() for h in component_hashes: composite_hasher.update(h.encode("utf-8")) assert hash_ == ModelHash._get_prefix(algorithm) + composite_hasher.hexdigest() @pytest.mark.parametrize( "algorithm,expected_prefix", [ ("md5", "md5:"), ("sha1", "sha1:"), ("sha256", "sha256:"), ("sha512", "sha512:"), ("blake3", "blake3:"), ("blake3_single", "blake3:"), ], ) def test_model_hash_gets_prefix(algorithm: HASHING_ALGORITHMS, expected_prefix: str): assert ModelHash._get_prefix(algorithm) == expected_prefix def test_model_hash_blake3_matches_blake3_single(tmp_path: Path): model_hash = ModelHash("blake3") model_hash_simple = ModelHash("blake3_single") file = tmp_path / "test.bin" file.write_text("model data") assert model_hash.hash(file) == model_hash_simple.hash(file) def test_model_hash_random_algorithm(tmp_path: Path): model_hash = ModelHash("random") file = tmp_path / "test.bin" file.write_text("model data") assert model_hash.hash(file) != model_hash.hash(file) def test_model_hash_raises_error_on_invalid_algorithm(): with pytest.raises(ValueError, match="Algorithm invalid_algorithm not available"): ModelHash("invalid_algorithm") # pyright: ignore [reportArgumentType] def paths_to_str_set(paths: Iterable[Path]) -> set[str]: return {str(p) for p in paths} def test_model_hash_filters_out_non_model_files(tmp_path: Path): model_files = {Path(tmp_path, f"{i}{ext}") for i, ext in enumerate(MODEL_FILE_EXTENSIONS)} for i, f in enumerate(model_files): f.write_text(f"data{i}") assert paths_to_str_set(ModelHash._get_file_paths(tmp_path, ModelHash._default_file_filter)) == paths_to_str_set( model_files ) # Add file that should be ignored - hash should not change file = tmp_path / "test.icecream" file.write_text("data") assert paths_to_str_set(ModelHash._get_file_paths(tmp_path, ModelHash._default_file_filter)) == paths_to_str_set( model_files ) # Add file that should not be ignored - hash should change file = tmp_path / "test.bin" file.write_text("more data") model_files.add(file) assert paths_to_str_set(ModelHash._get_file_paths(tmp_path, ModelHash._default_file_filter)) == paths_to_str_set( model_files ) def test_model_hash_uses_custom_filter(tmp_path: Path): model_files = {Path(tmp_path, f"file{ext}") for ext in [".pickme", ".ignoreme"]} for i, f in enumerate(model_files): f.write_text(f"data{i}") def file_filter(file_path: str) -> bool: return file_path.endswith(".pickme") assert {p.name for p in ModelHash._get_file_paths(tmp_path, file_filter)} == {"file.pickme"}