# Copyright (c) Microsoft Corporation. # Licensed under the MIT License. import json from pathlib import Path from typing import Literal import fire import numpy as np from mattergen.common.utils.eval_utils import load_structures from mattergen.common.utils.globals import get_device from mattergen.evaluation.evaluate import evaluate from mattergen.evaluation.utils.structure_matcher import ( DefaultDisorderedStructureMatcher, DefaultOrderedStructureMatcher, ) def main( structures_path: str, relax: bool = True, energies_path: str | None = None, structure_matcher: Literal["ordered", "disordered"] = "disordered", save_as: str | None = None, potential_load_path: ( Literal["MatterSim-v1.0.0-1M.pth", "MatterSim-v1.0.0-5M.pth"] | None ) = None, device: str = str(get_device()), ): structures = load_structures(Path(structures_path)) energies = np.load(energies_path) if energies_path else None structure_matcher = ( DefaultDisorderedStructureMatcher() if structure_matcher == "disordered" else DefaultOrderedStructureMatcher() ) metrics = evaluate( structures=structures, relax=relax, energies=energies, structure_matcher=structure_matcher, save_as=save_as, potential_load_path=potential_load_path, device=device, ) print(json.dumps(metrics, indent=2)) if __name__ == "__main__": fire.Fire(main)