import sys import os # Add the topology directory to Python path sys.path.insert(0, os.path.join(os.path.dirname(__file__), '../..')) from topologyScoring import pointCloudGeometryScore def evaluateQmcpackCriticalPoints(gtFilename : str, reconFilename : str, verbose : bool = False): """ Given two sets of critical points, return a similarity score from 0-10. A score of 0 is considered bad and a score of 10 is considered good. Args: gtPointsFile: The name of a file in legacy VTK format (.vtk) that stores the locations of each critical point in the ground truth data. It should also have a point array called "CriticalType". It should assign values as follows: 0: minimum. 1: 1-saddle. 2: 2-saddle. 3: maximum. 4: degenerate critical point. reconPointsFile: The name of a file in legacy VTK format (.vtk) that stores the locations and degeneracy types of each point in the reconstructed data. verbose: Should error messages be printed if there are issues with the input files. """ return pointCloudGeometryScore(gtFilename, "CriticalType", reconFilename, "CriticalType", verbose) if __name__ == "__main__": if len(sys.argv) != 3: print(f"{os.path.basename(__file__)}: usage is 'python3 {os.path.basename(__file__)} gt_points.vtk recon_points.vtk'") exit(1) score = evaluateQmcpackCriticalPoints(sys.argv[1], sys.argv[2], verbose=True) print(f"These critical points scored: {score}")