# Computes the persistence diagram of the alpha shapes in both 2D and 3D 

 # (decided dynamically based on the input file)

 from    dionysus        import Filtration, StaticPersistence, data_dim_cmp, vertex_cmp, \

                                fill_alpha3D_complex, fill_alpha2D_complex, points_file

 from    sys             import argv, exit

 from    math            import sqrt

 if len(argv) < 2:

     print "Usage: %s POINTS" % argv[0]

     exit()

 points = [p for p in points_file(argv[1])]

 f = Filtration()

 if   len(points[0]) == 2:           # 2D

     fill_alpha2D_complex(points, f)

 elif len(points[1]) == 3:           # 3D

     fill_alpha3D_complex(points, f)

 print "Total number of simplices:", len(f)

 f.sort(data_dim_cmp)

 print "Filtration initialized"

 p = StaticPersistence(f)

 print "StaticPersistence initialized" 

 p.pair_simplices()

 print "Simplices paired"

 print "Outputting persistence diagram"

 smap = p.make_simplex_map(f)

 for i in p:

     if i.sign():

         b = smap[i]

         if i.unpaired():

             print b.dimension(), sqrt(b.data[0]), "inf"

             continue

         d = smap[i.pair()]

         print b.dimension(), sqrt(b.data[0]), sqrt(d.data[0])