densities = {6: [0.2, 0.25, 0.3, 0.35],
8: [0.3],
10: [0.1], # 0.15, 0.2, 0.25, 0.3],
15: [0.25, 0.3],
20: [0.1], # 0.15, 0.2, 0.25, 0.3],
25: [0.1],
30: [0.1],
35: [0.1],
40: [0.1],
50: [0.05, 0.1],
60: [0.05, 0.1]}
for nodes in [15]:
z = {}
pool = Pool(processes=PNUM)
for dens in densities[nodes]:
print "{:2}: {:8} : {:10} {:10}".format('id', 'density', 'eq class', 'time')
e = bfutils.dens2edgenum(dens, n=nodes)
eqclasses = pool.map(functools.partial(fan_wrapper, n=nodes, k=e),
range(REPEATS))
z[dens] = eqclasses
zkl.save(z[dens],
socket.gethostname().split('.')[0] +
'_nodes_' + str(nodes) + '_density_' + str(dens) + '_newp_.zkl')
print ''
print '----'
print ''
pool.close()
pool.join()
zkl.save(z, socket.gethostname().split('.')[0] + '_nodes_' + str(nodes) + '_newp_.zkl')
z[dens]['results'].append(
fan_wrapper(n=nodes,
dens=dens,
sst=MST,
card=CARDINALITY))
z[dens]['params'] = {
'mst': MST,
'dist': DIST,
'noise_std': NOISE_STD,
'nsamples': NSAMPLES,
'burnin': BURNIN,
'urate': URATE,
'alg': ALG
}
zkl.save(z[dens],
socket.gethostname().split('.')[0]+\
'_nodes_'+str(nodes)+'_density_'+str(dens)+'_'+POSTFIX+'_.zkl')
print ''
print("Saved")
if PARALLEL:
pool.close()
pool.join()
zkl.save(
z,
socket.gethostname().split('.')[0] + '_nodes_' + str(nodes) + '_' +
POSTFIX + '_.zkl')
for dens in densities[nodes]:
os.remove(socket.gethostname().split('.')[0]+\
'_nodes_'+str(nodes)+'_density_'+str(dens)+'_'+POSTFIX+'_.zkl')
print("done")
def savegraphs(l, fname):
zkl.save(l, fname)
35: [0.1]}
wrp = wrapper
for nodes in [10]:
z = {}
pool = Pool(processes=PNUM)
for dens in densities[nodes]:
print "{:2}: {:8} : {:10} {:10}".format('id', 'density', 'OCE', 'time')
if PARALLEL:
errors = pool.map(functools.partial(wrp, n=nodes,
dens=dens),
range(REPEATS))
print 'done'
else:
errors = []
for i in range(REPEATS):
errors.append(wrp(i, n=nodes, dens=dens))
print 'computed'
z[dens] = errors
zkl.save(z[dens],
socket.gethostname().split('.')[0] + '_nodes_' + str(nodes) + '_samples_' + str(SAMPLESIZE) + '_density_' + str(dens) + '_noise_' + NOISE_STD + '_OCE_b_' + EST + '_' + DIST + POSTFIX + '.zkl')
print ''
print '----'
print ''
pool.close()
pool.join()
zkl.save(z, socket.gethostname().split('.')[0] + '_nodes_' + str(nodes) + '_samples_' + str(
SAMPLESIZE) + '_noise_' + NOISE_STD + '_OCE_b_' + EST + '_' + DIST + POSTFIX + '.zkl')
