Download data/tests/unit/algorithms/BCTest.py from introvoyz042/OpenPNM: direct link, hf CLI and curl.
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6.15 kB
| import numpy as np | |
| import pytest | |
| import openpnm as op | |
| from openpnm.models import collections | |
| class BCTest: | |
| def setup_class(self): | |
| np.random.seed(0) | |
| self.pn = op.network.Cubic(shape=[3, 3, 1], spacing=1e-4) | |
| self.pn.add_model_collection(collections.geometry.cones_and_cylinders) | |
| self.pn.regenerate_models() | |
| self.air = op.phase.Air(network=self.pn, name="air") | |
| self.air.add_model_collection(collections.physics.standard) | |
| self.air.regenerate_models() | |
| def test_add(self): | |
| fd = op.algorithms.FickianDiffusion(network=self.pn, phase=self.air) | |
| fd.set_value_BC(pores=[0, 1, 2], values=3.0, mode='add') | |
| mask = np.isfinite(fd['pore.bc.value']) | |
| assert mask.sum() == 3 | |
| assert fd['pore.bc.value'][mask].sum() == 9.0 | |
| assert np.isfinite(fd['pore.bc.rate']).sum() == 0 | |
| with pytest.raises(Exception): | |
| fd.set_value_BC(pores=[2, 3], values=3.0, mode='add') | |
| with pytest.raises(Exception): | |
| fd.set_rate_BC(pores=[0, 1, 2], rates=3.0, mode='add') | |
| fd.set_value_BC(mode='remove') | |
| fd.set_rate_BC(pores=[0, 1, 2], rates=3.0, mode='add') | |
| mask = np.isfinite(fd['pore.bc.rate']) | |
| assert mask.sum() == 3 | |
| def test_overwrite(self): | |
| fd = op.algorithms.FickianDiffusion(network=self.pn, phase=self.air) | |
| fd['pore.bc.rate'][1] = 1.0 | |
| fd['pore.bc.value'][0] = 1.0 | |
| fd.set_value_BC(pores=[1, 2], values=3.0, mode='overwrite') | |
| mask = np.isfinite(fd['pore.bc.value']) | |
| assert mask.sum() == 3 | |
| assert fd['pore.bc.value'][mask].sum() == 7.0 | |
| assert np.isfinite(fd['pore.bc.rate']).sum() == 0 | |
| fd.set_rate_BC(pores=[0, 1, 2], rates=5.0, mode='overwrite') | |
| mask = np.isfinite(fd['pore.bc.rate']) | |
| assert mask.sum() == 3 | |
| assert fd['pore.bc.rate'][mask].sum() == 15.0 | |
| assert np.isfinite(fd['pore.bc.rate']).sum() == 3 | |
| assert np.isfinite(fd['pore.bc.value']).sum() == 0 | |
| # Mimic removal of all bcs | |
| fd['pore.bc.rate'][1] = 1.0 | |
| fd['pore.bc.value'][0] = 1.0 | |
| fd.set_BC(pores=None, bctype=[], bcvalues=np.nan, mode='overwrite') | |
| assert np.isfinite(fd['pore.bc.rate']).sum() == 0 | |
| assert np.isfinite(fd['pore.bc.value']).sum() == 0 | |
| def test_remove(self): | |
| fd = op.algorithms.FickianDiffusion(network=self.pn, phase=self.air) | |
| # Remove given type from given pores | |
| fd['pore.bc.rate'][1] = 1.0 | |
| fd['pore.bc.value'][0] = 1.0 | |
| fd.set_value_BC(pores=[0, 1], mode='remove') | |
| mask = np.isfinite(fd['pore.bc.value']) | |
| assert mask.sum() == 0 | |
| assert np.isfinite(fd['pore.bc.rate']).sum() == 1 | |
| # Remove given type from all pores | |
| fd['pore.bc.rate'][1] = 1.0 | |
| fd['pore.bc.value'][0] = 1.0 | |
| fd.set_BC(pores=None, bctype='rate', mode='remove') | |
| assert np.isfinite(fd['pore.bc.value']).sum() == 1 | |
| assert np.isfinite(fd['pore.bc.rate']).sum() == 0 | |
| # Remove all types from all pores | |
| fd['pore.bc.rate'][1] = 1.0 | |
| fd['pore.bc.value'][0] = 1.0 | |
| fd.set_BC(bctype=fd['pore.bc'].keys(), mode='remove') | |
| assert np.isfinite(fd['pore.bc.value']).sum() == 0 | |
| assert np.isfinite(fd['pore.bc.rate']).sum() == 0 | |
| # Remove all types from all pores given bctype is [] | |
| fd['pore.bc.rate'][1] = 1.0 | |
| fd['pore.bc.value'][0] = 1.0 | |
| fd.set_BC(mode='remove') | |
| assert np.isfinite(fd['pore.bc.value']).sum() == 0 | |
| assert np.isfinite(fd['pore.bc.rate']).sum() == 0 | |
| # Remove all types from given pores | |
| fd['pore.bc.rate'][1] = 1.0 | |
| fd['pore.bc.value'][0] = 1.0 | |
| fd.set_BC(pores=[0, 1], mode='remove') | |
| assert np.isfinite(fd['pore.bc.value']).sum() == 0 | |
| assert np.isfinite(fd['pore.bc.rate']).sum() == 0 | |
| def test_outflow(self): | |
| del self.air.models['throat.diffusive_conductance'] | |
| del self.air.models['throat.hydraulic_conductance'] | |
| self.air['throat.diffusive_conductance'] = 1e-15 | |
| self.air['throat.hydraulic_conductance'] = 1e-15 | |
| flow = op.algorithms.StokesFlow(network=self.pn, phase=self.air) | |
| flow.set_value_BC(pores=self.pn.pores('left'), values=1) | |
| flow.set_value_BC(pores=self.pn.pores('right'), values=0) | |
| flow.run() | |
| ad = op.algorithms.AdvectionDiffusion(network=self.pn, phase=self.air) | |
| ad.settings['cache'] = False | |
| ad.set_value_BC(pores=self.pn.pores('front'), values=1) | |
| ad.set_outflow_BC(pores=self.pn.pores('back'), mode='overwrite') | |
| ad.run() | |
| def test_inlets_and_outlets(self): | |
| nwp = op.phase.Phase(network=self.pn) | |
| nwp['throat.surface_tension'] = 0.480 | |
| nwp['throat.contact_angle'] = 140 | |
| nwp.add_model(propname='throat.entry_pressure', | |
| model=op.models.physics.capillary_pressure.washburn) | |
| nwp.add_model(propname='pore.entry_pressure', | |
| model=op.models.physics.capillary_pressure.washburn, | |
| contact_angle=140, | |
| surface_tension=0.480, | |
| diameter='pore.diameter') | |
| drn = op.algorithms.Drainage(network=self.pn, phase=nwp) | |
| drn.set_inlet_BC(pores=self.pn.pores('left')) | |
| pressures = np.logspace(np.log10(0.1e6), np.log10(8e6), 40) | |
| drn.run(pressures) | |
| drn.set_outlet_BC(pores=self.pn.pores('right')) | |
| drn.apply_trapping() | |
| def test_modes_as_list(self): | |
| # check mode clear, with and without force | |
| fd = op.algorithms.FickianDiffusion(network=self.pn, phase=self.air) | |
| fd['pore.bc.rate'][1] = 1.0 | |
| fd['pore.bc.value'][0] = 1.0 | |
| fd.set_BC(bctype=['value', 'rate'], mode='remove') | |
| assert np.isfinite(fd['pore.bc.value']).sum() == 0 | |
| assert np.isfinite(fd['pore.bc.rate']).sum() == 0 | |
| if __name__ == "__main__": | |
| t = BCTest() | |
| t.setup_class() | |
| self = t | |
| for item in t.__dir__(): | |
| if item.startswith("test"): | |
| print(f"Running test: {item}") | |
| t.__getattribute__(item)() | |