examples/triangle/triangle.py
author Dmitriy Morozov <dmitriy@mrzv.org>
Tue, 05 Jun 2012 17:53:08 -0700
branchdev
changeset 258 bb5bc5eff779
parent 250 021030a8f97c
permissions -rw-r--r--
Added viewer.show_complex_2D + center points in the persistence diagram

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

complex = [Simplex((0,),        0),                 # A
           Simplex((1,),        1),                 # B
           Simplex((2,),        2),                 # C
           Simplex((0,1),       2.5),               # AB
           Simplex((1,2),       2.9),               # BC
           Simplex((0,2),       3.5),               # CA
           Simplex((0,1,2),     5)]                 # ABC

print "Complex:", complex
print "Vertex: ", sorted(complex, vertex_cmp)
print "Data:   ", sorted(complex, data_cmp)
print "DataDim:", sorted(complex, data_dim_cmp)

f = Filtration(complex, data_cmp)
print "Complex in the filtration order:", ', '.join((str(s) for s in f))

p = StaticPersistence(f)
print "Persistence initialized"
p.pair_simplices(True)
print "Simplices paired"

smap = p.make_simplex_map(f)
for i in p:
    print i.sign(), i.pair().sign()
    print "%s (%d) - %s (%d)" % (smap[i], i.sign(), smap[i.pair()], i.pair().sign())
    print "Cycle (%d):" % len(i.cycle), " + ".join((str(smap[ii]) for ii in i.cycle))

print "Number of unpaired simplices:", len([i for i in p if i.unpaired()])