OpenPNM / data /tests /unit /network /NetworkHealthCheckTest.py
introvoyz042's picture
Migrated from GitHub
f421c2e verified
Raw History Blame Contribute Delete
5.21 kB
import numpy as np
import openpnm as op
from openpnm.topotools import extend, trim
class CheckNetworkHealthTest:
def setup_class(self):
pass
def test_check_network_health_healthy(self):
net = op.network.Cubic(shape=[2, 2, 2])
a = op.utils.check_network_health(net)
items = set(['headless_throats',
'looped_throats',
'isolated_pores',
'disconnected_pores',
'duplicate_throats',
'bidirectional_throats'])
assert items == a.keys()
assert np.size(list(a.values())) == 0
def test_check_network_health_one_isolated_cluster(self):
net = op.network.Cubic(shape=[5, 5, 5])
Ps = net['pore.coords'][:, 2] == 2.5
Ps = Ps*(net['pore.coords'][:, 1] > 2.5)
Ts = net.find_neighbor_throats(pores=Ps, mode='exclusive_or')
trim(network=net, throats=Ts)
a = op.utils.check_network_health(net)
assert len(a['disconnected_pores']) == 10
def test_check_network_health_two_isolated_clusters(self):
net = op.network.Cubic(shape=[5, 5, 5])
# Create first isolated cluster
Ps = net['pore.coords'][:, 2] == 2.5
Ps = Ps*(net['pore.coords'][:, 1] > 2.5)
Ts = net.find_neighbor_throats(pores=Ps, mode='exclusive_or')
trim(network=net, throats=Ts)
# Create a second isolated cluster
Ps = net['pore.coords'][:, 2] == 3.5
Ps = Ps*(net['pore.coords'][:, 1] < 2.5)
Ts = net.find_neighbor_throats(pores=Ps, mode='exclusive_or')
trim(network=net, throats=Ts)
a = op.utils.check_network_health(net)
# assert len(a['disconnected_clusters']) == 3
assert len(a['disconnected_pores']) == 20
def test_check_network_health_isolated_pores_and_clusters(self):
net = op.network.Cubic(shape=[5, 5, 5])
# Create first isolated cluster
Ps = net['pore.coords'][:, 2] == 2.5
Ps = Ps*(net['pore.coords'][:, 1] > 2.5)
Ts = net.find_neighbor_throats(pores=Ps, mode='exclusive_or')
trim(network=net, throats=Ts)
# Create an isolated pore
Ts = net.find_neighbor_throats(pores=0)
trim(network=net, throats=Ts)
a = op.utils.check_network_health(net)
# Ensure trim_pores has right length
assert len(a['disconnected_pores']) == 11
# Ensure 0 is listed in trim pores
assert 0 in a['disconnected_pores']
def test_check_network_health_isolated_pores(self):
net = op.network.Cubic(shape=[5, 5, 5])
Ts = net.find_neighbor_throats(pores=0)
trim(network=net, throats=Ts)
a = op.utils.check_network_health(net)
assert a['isolated_pores'] == np.array([0])
trim(network=net, pores=a['disconnected_pores'])
a = op.utils.check_network_health(net)
assert np.size(a['disconnected_pores']) == 0
def test_check_network_health_duplicate_throat(self):
net = op.network.Cubic(shape=[5, 5, 5])
P12 = net['throat.conns'][0]
extend(network=net, throat_conns=[P12])
a = op.utils.check_network_health(net)
assert len(a['duplicate_throats']) == 1
assert a['duplicate_throats'][0] == 300
def test_check_network_health_triplicate_throats(self):
net = op.network.Cubic(shape=[5, 5, 5])
P12 = net['throat.conns'][0]
extend(network=net, throat_conns=[P12])
extend(network=net, throat_conns=[P12])
a = op.utils.check_network_health(net)
assert len(a['duplicate_throats']) == 2
def test_check_network_health_multiple_duplicate_throats(self):
net = op.network.Cubic(shape=[5, 5, 5])
P12 = net['throat.conns'][0]
extend(network=net, throat_conns=[P12])
P12 = net['throat.conns'][1]
extend(network=net, throat_conns=[P12])
a = op.utils.check_network_health(net)
assert len(a['duplicate_throats']) == 2
def test_check_network_health_bidirectional_throats(self):
net = op.network.Cubic(shape=[5, 5, 5])
P12 = net['throat.conns'][0]
net['throat.conns'][0] = [P12[1], P12[0]]
a = op.utils.check_network_health(net)
assert np.size(a['bidirectional_throats']) == 1
assert np.size(a['duplicate_throats']) == 0
# def test_check_network_health_headless_throats(self):
# net = op.network.Cubic(shape=[5, 5, 5])
# with pytest.raises(Exception):
# extend(network=net, throat_conns=[[5, 5555]])
# net['throat.conns'][0] = [5, 5555]
# a = net.check_network_health()
# assert a['headless_throats'] == np.array([0])
def test_check_network_health_looped_throats(self):
net = op.network.Cubic(shape=[5, 5, 5])
extend(network=net, throat_conns=[[5, 5]])
a = op.utils.check_network_health(net)
assert a['looped_throats'] == np.array([300])
if __name__ == '__main__':
t = CheckNetworkHealthTest()
self = t
t.setup_class()
for item in t.__dir__():
if item.startswith('test'):
print(f"Running test: {item}")
t.__getattribute__(item)()