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path: root/cython/example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py
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Diffstat (limited to 'cython/example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py')
-rwxr-xr-xcython/example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py47
1 files changed, 21 insertions, 26 deletions
diff --git a/cython/example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py b/cython/example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py
index 664eb5c4..3baebd17 100755
--- a/cython/example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py
+++ b/cython/example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py
@@ -39,33 +39,28 @@ parser = argparse.ArgumentParser(description='RipsComplex creation from '
parser.add_argument("-f", "--file", type=str, required=True)
parser.add_argument("-e", "--max_edge_length", type=float, default=0.5)
parser.add_argument("-d", "--max_dimension", type=int, default=1)
+parser.add_argument("-b", "--band_boot", type=float, default=0.)
parser.add_argument('--no-diagram', default=False, action='store_true' , help='Flag for not to display the diagrams')
args = parser.parse_args()
-with open(args.file, 'r') as f:
- first_line = f.readline()
- if (first_line == 'OFF\n') or (first_line == 'nOFF\n'):
- print("#####################################################################")
- print("RipsComplex creation from distance matrix read in a csv file")
-
- message = "RipsComplex with max_edge_length=" + repr(args.max_edge_length)
- print(message)
-
- rips_complex = gudhi.RipsComplex(off_file=args.file, max_edge_length=args.max_edge_length)
- simplex_tree = rips_complex.create_simplex_tree(max_dimension=args.max_dimension)
-
- message = "Number of simplices=" + repr(simplex_tree.num_simplices())
- print(message)
-
- diag = simplex_tree.persistence()
-
- print("betti_numbers()=")
- print(simplex_tree.betti_numbers())
-
- if args.no_diagram == False:
- gudhi.plot_persistence_diagram(diag)
- else:
- print(args.file, "is not a valid OFF file")
-
- f.close()
+print("#####################################################################")
+print("RipsComplex creation from distance matrix read in a csv file")
+
+message = "RipsComplex with max_edge_length=" + repr(args.max_edge_length)
+print(message)
+
+rips_complex = gudhi.RipsComplex(csv_file=args.file, max_edge_length=args.max_edge_length)
+simplex_tree = rips_complex.create_simplex_tree(max_dimension=args.max_dimension)
+
+message = "Number of simplices=" + repr(simplex_tree.num_simplices())
+print(message)
+
+diag = simplex_tree.persistence()
+
+print("betti_numbers()=")
+print(simplex_tree.betti_numbers())
+
+if args.no_diagram == False:
+ pplot = gudhi.plot_persistence_diagram(diag, band_boot=args.band_boot)
+ pplot.show()