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4fe94e5 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 | 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}")
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