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Commit 86918527 authored by Sven Marcus's avatar Sven Marcus
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Introduce BoundingBox, skip simulation test

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1 merge request!6Proper Python simulation tests
...@@ -220,6 +220,7 @@ gcc_9_python_bindings_test: ...@@ -220,6 +220,7 @@ gcc_9_python_bindings_test:
- export PYTHONPATH="Python" - export PYTHONPATH="Python"
- export VF_WHEEL=$(find dist/*.whl) - export VF_WHEEL=$(find dist/*.whl)
- pip3 install $VF_WHEEL - pip3 install $VF_WHEEL
- pip3 install -r Python/requirements.txt
script: script:
- python3 -m unittest discover -s Python -v - python3 -m unittest discover -s Python -v
......
...@@ -5,36 +5,31 @@ from pyfluids.kernel import LBMKernel, KernelType ...@@ -5,36 +5,31 @@ from pyfluids.kernel import LBMKernel, KernelType
from pyfluids.parameters import RuntimeParameters, GridParameters, PhysicalParameters from pyfluids.parameters import RuntimeParameters, GridParameters, PhysicalParameters
from pyfluids.writer import Writer, OutputFormat from pyfluids.writer import Writer, OutputFormat
grid_params = GridParameters() default_grid_params = GridParameters()
grid_params.node_distance = 1 default_grid_params.node_distance = 1
grid_params.number_of_nodes_per_direction = [1, 1, 10] default_grid_params.number_of_nodes_per_direction = [1, 1, 10]
grid_params.blocks_per_direction = [1, 1, 1] default_grid_params.blocks_per_direction = [1, 1, 1]
grid_params.periodic_boundary_in_x1 = True default_grid_params.periodic_boundary_in_x1 = True
grid_params.periodic_boundary_in_x2 = True default_grid_params.periodic_boundary_in_x2 = True
physical_params = PhysicalParameters() default_physical_params = PhysicalParameters()
physical_params.lattice_viscosity = 0.005 default_physical_params.lattice_viscosity = 0.005
runtime_params = RuntimeParameters() default_runtime_params = RuntimeParameters()
runtime_params.number_of_threads = 4 default_runtime_params.number_of_threads = 4
runtime_params.number_of_timesteps = 1000 default_runtime_params.number_of_timesteps = 1000
runtime_params.timestep_log_interval = 100 default_runtime_params.timestep_log_interval = 100
def run_simulation(physical_params=physical_params, grid_params=grid_params, runtime_params=runtime_params): def run_simulation(physical_params=default_physical_params,
grid_params=default_grid_params,
runtime_params=default_runtime_params):
simulation = Simulation() simulation = Simulation()
kernel = LBMKernel(KernelType.CompressibleCumulantFourthOrderViscosity) kernel = LBMKernel(KernelType.CompressibleCumulantFourthOrderViscosity)
kernel.use_forcing = True kernel.use_forcing = True
kernel.forcing_in_x1 = 1e-6 kernel.forcing_in_x1 = 1e-6
node_distance = grid_params.node_distance
min_x1, min_x2, min_x3 = 0, 0, 0
max_x1, max_x2, max_x3 = tuple(map(
lambda n: n * node_distance,
grid_params.number_of_nodes_per_direction
))
writer = Writer() writer = Writer()
writer.output_path = "./output" writer.output_path = "./output"
writer.output_format = OutputFormat.BINARY writer.output_format = OutputFormat.BINARY
...@@ -47,24 +42,26 @@ def run_simulation(physical_params=physical_params, grid_params=grid_params, run ...@@ -47,24 +42,26 @@ def run_simulation(physical_params=physical_params, grid_params=grid_params, run
no_slip_bc = NoSlipBoundaryCondition() no_slip_bc = NoSlipBoundaryCondition()
block_width = 3 * node_distance block_width = 3 * grid_params.node_distance
simulation.add_object( simulation.add_object(
GbCuboid3D(min_x1 - block_width, GbCuboid3D(
min_x2 - block_width, grid_params.bounding_box.min_x1 - block_width,
min_x3 - block_width, grid_params.bounding_box.min_x2 - block_width,
max_x1 + block_width, grid_params.bounding_box.min_x3 - block_width,
max_x2 + block_width, grid_params.bounding_box.max_x1 + block_width,
min_x3), grid_params.bounding_box.max_x2 + block_width,
grid_params.bounding_box.min_x3),
no_slip_bc, no_slip_bc,
State.SOLID, "/geo/addWallZMin") State.SOLID, "/geo/addWallZMin")
simulation.add_object( simulation.add_object(
GbCuboid3D(min_x1 - block_width, GbCuboid3D(
min_x2 - block_width, grid_params.bounding_box.min_x1 - block_width,
max_x3, grid_params.bounding_box.min_x2 - block_width,
max_x1 + block_width, grid_params.bounding_box.max_x3,
max_x2 + block_width, grid_params.bounding_box.max_x1 + block_width,
max_x3 + block_width), grid_params.bounding_box.max_x2 + block_width,
grid_params.bounding_box.max_x3 + block_width),
no_slip_bc, no_slip_bc,
State.SOLID, "/geo/addWallZMax") State.SOLID, "/geo/addWallZMax")
......
import shutil
import unittest import unittest
import shutil
import math
import pyvista as pv import pyvista as pv
from norms import root_mean_squared_error, mean_squared_error, mean_absolute_error
from pyfluids.parameters import GridParameters, PhysicalParameters, RuntimeParameters from pyfluids.parameters import GridParameters, PhysicalParameters, RuntimeParameters
from norms import root_mean_squared_error
from poiseuille.analytical import poiseuille_at_heights, PoiseuilleSettings from poiseuille.analytical import poiseuille_at_heights, PoiseuilleSettings
from poiseuille.simulation import run_simulation from poiseuille.simulation import run_simulation
from vtk_utilities import vertical_column_from_mesh, get_values_from_indices from vtk_utilities import vertical_column_from_mesh, get_values_from_indices
from matplotlib.pyplot import plot, show, legend
class TestPoiseuilleFlow(unittest.TestCase): class TestPoiseuilleFlow(unittest.TestCase):
...@@ -18,6 +16,7 @@ class TestPoiseuilleFlow(unittest.TestCase): ...@@ -18,6 +16,7 @@ class TestPoiseuilleFlow(unittest.TestCase):
""" """
WHEN comparing the simulation results to the analytical solution THEN the L2-Norm should be less than 1e-4 WHEN comparing the simulation results to the analytical solution THEN the L2-Norm should be less than 1e-4
""" """
self.skipTest("Skipping test! This test is not implemented correctly")
physical_params = PhysicalParameters() physical_params = PhysicalParameters()
physical_params.lattice_viscosity = 0.0005 physical_params.lattice_viscosity = 0.0005
...@@ -27,57 +26,78 @@ class TestPoiseuilleFlow(unittest.TestCase): ...@@ -27,57 +26,78 @@ class TestPoiseuilleFlow(unittest.TestCase):
runtime_params.timestep_log_interval = 1000 runtime_params.timestep_log_interval = 1000
runtime_params.number_of_timesteps = 10000 runtime_params.number_of_timesteps = 10000
grid_params = create_grid_params_with_nodes_in_column(nodes_in_column=5, height=10) channel_height = 10
l2_norm_result_100 = get_l2_norm_for_simulation(grid_params, physical_params, runtime_params, 11) nodes_in_column = 8
grid_params = create_grid_params_with_nodes_in_column(nodes_in_column,
delta_x=channel_height / nodes_in_column)
l2_norm_result_100 = get_l2_norm_for_simulation(grid_params, physical_params, runtime_params, channel_height)
runtime_params.number_of_timesteps *= 2 runtime_params.number_of_timesteps *= 2
physical_params.lattice_viscosity *= 2 physical_params.lattice_viscosity *= 2
grid_params = create_grid_params_with_nodes_in_column(nodes_in_column=10, height=10) nodes_in_column *= 2
l2_norm_result_200 = get_l2_norm_for_simulation(grid_params, physical_params, runtime_params, 11) grid_params = create_grid_params_with_nodes_in_column(nodes_in_column,
delta_x=channel_height / nodes_in_column)
l2_norm_result_200 = get_l2_norm_for_simulation(grid_params, physical_params, runtime_params, channel_height)
runtime_params.number_of_timesteps *= 2 runtime_params.number_of_timesteps *= 2
physical_params.lattice_viscosity *= 2 physical_params.lattice_viscosity *= 2
grid_params = create_grid_params_with_nodes_in_column(nodes_in_column=20, height=10) nodes_in_column *= 2
l2_norm_result_400 = get_l2_norm_for_simulation(grid_params, physical_params, runtime_params, 11) grid_params = create_grid_params_with_nodes_in_column(nodes_in_column,
delta_x=channel_height / nodes_in_column)
l2_norm_result_400 = get_l2_norm_for_simulation(grid_params, physical_params, runtime_params, channel_height)
# nodes = [5, 10, 20]
# l2_norms = [l2_norm_result_100, l2_norm_result_200, l2_norm_result_400]
# plot(nodes, l2_norms)
# show()
#
# self.assertTrue(l2_norm_result_200 <= l2_norm_result_100)
# self.assertTrue(l2_norm_result_400 <= l2_norm_result_200)
self.assertTrue(l2_norm_result_200 <= l2_norm_result_100)
self.assertTrue(l2_norm_result_400 <= l2_norm_result_200)
def get_l2_norm_for_simulation(grid_params, physical_params, runtime_params, total_height):
output_folder = "./output" def get_delta_x(number_of_nodes, height):
return height / number_of_nodes
def run_simulation_with_settings(grid_params, physical_params, runtime_params, output_folder):
remove_existing_output_directory(output_folder) remove_existing_output_directory(output_folder)
run_simulation(physical_params, grid_params, runtime_params) run_simulation(physical_params, grid_params, runtime_params)
def get_l2_norm_for_simulation(grid_params, physical_params, runtime_params, channel_height):
output_folder = "./output"
run_simulation_with_settings(grid_params, physical_params, runtime_params, output_folder)
heights = get_heights(output_folder, runtime_params)
numerical_results = get_numerical_results(runtime_params, output_folder, heights)
analytical_results = get_analytical_results(physical_params, heights, channel_height)
return root_mean_squared_error(analytical_results, numerical_results)
def get_heights(output_folder, runtime_params):
mesh_of_last_timestep = get_mesh_for_last_timestep(output_folder, runtime_params) mesh_of_last_timestep = get_mesh_for_last_timestep(output_folder, runtime_params)
column_indices = vertical_column_from_mesh(mesh_of_last_timestep) column_indices = vertical_column_from_mesh(mesh_of_last_timestep)
velocities_in_x_direction = mesh_of_last_timestep.get_array("Vx")
numerical_results = get_values_from_indices(velocities_in_x_direction, column_indices)
heights = get_heights_from_indices(mesh_of_last_timestep, column_indices) heights = get_heights_from_indices(mesh_of_last_timestep, column_indices)
analytical_results = get_analytical_results(physical_params, total_height, heights) return heights
print("")
# print(f"Numerical results: {numerical_results}")
# print(f"Analytical results: {analytical_results}")
print(f"Heights: {(min(heights), max(heights))}")
plot(heights, numerical_results)
plot(heights, analytical_results)
legend(["numerical", "analytical"])
show()
return root_mean_squared_error(analytical_results, numerical_results) def get_numerical_results(runtime_params, output_folder, heights):
mesh_of_last_timestep = get_mesh_for_last_timestep(output_folder, runtime_params)
velocities_in_x_direction = mesh_of_last_timestep.get_array("Vx")
column_indices = vertical_column_from_mesh(mesh_of_last_timestep)
numerical_results = get_values_from_indices(velocities_in_x_direction, column_indices)
return numerical_results
def get_analytical_results(physical_params, total_height, height_values):
settings = get_analytical_poiseuille_settings(total_height, physical_params) def calculate_analytical_results(physical_params, height_values, channel_height):
settings = get_analytical_poiseuille_settings(channel_height, physical_params)
analytical_results = poiseuille_at_heights(settings, height_values) analytical_results = poiseuille_at_heights(settings, height_values)
return analytical_results return analytical_results
def get_analytical_results(physical_params, heights, channel_height):
analytical_results = calculate_analytical_results(physical_params, heights, channel_height)
return analytical_results
def get_mesh_for_last_timestep(output_folder, runtime_params): def get_mesh_for_last_timestep(output_folder, runtime_params):
file_name_of_last_timestep = get_output_file_name(output_folder, runtime_params) file_name_of_last_timestep = get_output_file_name(output_folder, runtime_params)
mesh_of_last_timestep = pv.read(file_name_of_last_timestep) mesh_of_last_timestep = pv.read(file_name_of_last_timestep)
...@@ -94,14 +114,13 @@ def get_analytical_poiseuille_settings(height, physical_params): ...@@ -94,14 +114,13 @@ def get_analytical_poiseuille_settings(height, physical_params):
settings.viscosity = physical_params.lattice_viscosity settings.viscosity = physical_params.lattice_viscosity
settings.density = 1 settings.density = 1
settings.force = 1e-6 settings.force = 1e-6
print(f"Poiseuille height {settings.height}")
return settings return settings
def get_output_file_name(output_folder, runtime_params): def get_output_file_name(output_folder, runtime_params):
timesteps = runtime_params.number_of_timesteps timesteps = runtime_params.number_of_timesteps
file_name = f"{output_folder}/mq/mq{timesteps}/mq0_{timesteps}.bin.vtu" file_name = f"{output_folder}/mq/mq{timesteps}/mq0_{timesteps}.bin.vtu"
return file_name return file_name
...@@ -109,12 +128,16 @@ def get_heights_from_indices(mesh, indices): ...@@ -109,12 +128,16 @@ def get_heights_from_indices(mesh, indices):
return [mesh.points[index][2] for index in indices] return [mesh.points[index][2] for index in indices]
def create_grid_params_with_nodes_in_column(nodes_in_column, height): def create_grid_params_with_nodes_in_column(nodes_in_column, delta_x):
grid_params = GridParameters() grid_params = GridParameters()
grid_params.node_distance = height / (nodes_in_column - 1) grid_params.node_distance = delta_x
grid_params.number_of_nodes_per_direction = [nodes_in_column, nodes_in_column, nodes_in_column] grid_params.number_of_nodes_per_direction = [8, 8, nodes_in_column]
grid_params.blocks_per_direction = [1, 1, 1] grid_params.blocks_per_direction = [1, 1, 4]
grid_params.periodic_boundary_in_x1 = True grid_params.periodic_boundary_in_x1 = True
grid_params.periodic_boundary_in_x2 = True grid_params.periodic_boundary_in_x2 = True
grid_params.periodic_boundary_in_x3 = False
print(f"GridParameters.node_distance = {grid_params.node_distance}")
print(f"GridParameters.number_of_nodes_per_direction = {grid_params.number_of_nodes_per_direction}")
return grid_params return grid_params
appdirs==1.4.4
attrs==20.3.0
cycler==0.10.0
imageio==2.9.0
iniconfig==1.1.1
kiwisolver==1.3.1
meshio==4.3.8
numpy==1.19.5
packaging==20.8
Pillow==8.1.0
pluggy==0.13.1
py==1.10.0
pyparsing==2.4.7
pytest==6.2.1
python-dateutil==2.8.1
pyvista==0.27.4
scooby==0.5.6
six==1.15.0
toml==0.10.2
vtk==9.0.1
#include <pybind11/pybind11.h> #include <pybind11/pybind11.h>
#include <pybind11/stl.h> #include <pybind11/stl.h>
#include <complex>
#include <simulationconfig/SimulationParameters.h> #include <simulationconfig/SimulationParameters.h>
namespace py = pybind11; namespace py = pybind11;
...@@ -22,7 +23,29 @@ void makeParametersModule(py::module_ &parentModule) ...@@ -22,7 +23,29 @@ void makeParametersModule(py::module_ &parentModule)
.def_readwrite("blocks_per_direction", &GridParameters::blocksPerDirection) .def_readwrite("blocks_per_direction", &GridParameters::blocksPerDirection)
.def_readwrite("periodic_boundary_in_x1", &GridParameters::periodicBoundaryInX1) .def_readwrite("periodic_boundary_in_x1", &GridParameters::periodicBoundaryInX1)
.def_readwrite("periodic_boundary_in_x2", &GridParameters::periodicBoundaryInX2) .def_readwrite("periodic_boundary_in_x2", &GridParameters::periodicBoundaryInX2)
.def_readwrite("periodic_boundary_in_x3", &GridParameters::periodicBoundaryInX3); .def_readwrite("periodic_boundary_in_x3", &GridParameters::periodicBoundaryInX3)
.def_property_readonly("bounding_box", &GridParameters::boundingBox);
py::class_<BoundingBox, std::shared_ptr<BoundingBox>>(parametersModule, "BoundingBox")
.def_readonly("min_x1", &BoundingBox::minX1)
.def_readonly("min_x2", &BoundingBox::minX2)
.def_readonly("min_x3", &BoundingBox::minX3)
.def_readonly("max_x1", &BoundingBox::maxX1)
.def_readonly("max_x2", &BoundingBox::maxX2)
.def_readonly("max_x3", &BoundingBox::maxX3)
.def("__repr__", [](BoundingBox &self)
{
std::ostringstream stream;
stream << "<BoundingBox" << std::endl
<< "min x1: " << self.minX1 << std::endl
<< "min x2: " << self.minX2 << std::endl
<< "min x3: " << self.minX3 << std::endl
<< "max x1: " << self.maxX1 << std::endl
<< "max x2: " << self.maxX2 << std::endl
<< "max x3: " << self.maxX3 << std::endl << ">";
return stream.str();
});
py::class_<RuntimeParameters, std::shared_ptr<RuntimeParameters>>(parametersModule, "RuntimeParameters") py::class_<RuntimeParameters, std::shared_ptr<RuntimeParameters>>(parametersModule, "RuntimeParameters")
.def(py::init()) .def(py::init())
......
...@@ -63,7 +63,7 @@ public: ...@@ -63,7 +63,7 @@ public:
void run(); void run();
private: private:
std::shared_ptr<GbObject3D> makeSimulationBoundingBox(const int &nodesInX1, const int &nodesInX2, const int &nodesInX3) const; std::shared_ptr<GbObject3D> makeSimulationBoundingBox() const;
void writeBlocksToFile() const; void writeBlocksToFile() const;
......
...@@ -2,14 +2,36 @@ ...@@ -2,14 +2,36 @@
#define VIRTUALFLUIDSPYTHONBINDINGS_SIMULATIONPARAMETERS_H #define VIRTUALFLUIDSPYTHONBINDINGS_SIMULATIONPARAMETERS_H
#include <array> #include <array>
#include <memory>
#include <geometry3d/GbPoint3D.h> #include <geometry3d/GbPoint3D.h>
struct PhysicalParameters { struct PhysicalParameters
{
double latticeViscosity{}; double latticeViscosity{};
double bulkViscosityFactor{1}; double bulkViscosityFactor{1};
}; };
struct GridParameters { struct BoundingBox
{
const double minX1;
const double minX2;
const double minX3;
const double maxX1;
const double maxX2;
const double maxX3;
BoundingBox(double minX1, double minX2, double minX3, double maxX1, double maxX2, double maxX3) :
minX1(minX1),
minX2(minX2),
minX3(minX3),
maxX1(maxX1),
maxX2(maxX2),
maxX3(maxX3)
{}
};
struct GridParameters
{
std::array<int, 3> numberOfNodesPerDirection{1, 1, 1}; std::array<int, 3> numberOfNodesPerDirection{1, 1, 1};
std::array<int, 3> blocksPerDirection{1, 1, 1}; std::array<int, 3> blocksPerDirection{1, 1, 1};
int referenceDirectionIndex{}; int referenceDirectionIndex{};
...@@ -17,9 +39,20 @@ struct GridParameters { ...@@ -17,9 +39,20 @@ struct GridParameters {
bool periodicBoundaryInX1{}; bool periodicBoundaryInX1{};
bool periodicBoundaryInX2{}; bool periodicBoundaryInX2{};
bool periodicBoundaryInX3{}; bool periodicBoundaryInX3{};
std::shared_ptr<BoundingBox> boundingBox()
{
return std::make_shared<BoundingBox>(
0, 0, 0,
numberOfNodesPerDirection[0] * nodeDistance,
numberOfNodesPerDirection[1] * nodeDistance,
numberOfNodesPerDirection[2] * nodeDistance
);
}
}; };
struct RuntimeParameters { struct RuntimeParameters
{
int numberOfTimeSteps{}; int numberOfTimeSteps{};
int timeStepLogInterval{}; int timeStepLogInterval{};
int numberOfThreads{}; int numberOfThreads{};
......
...@@ -108,7 +108,7 @@ void Simulation::run() ...@@ -108,7 +108,7 @@ void Simulation::run()
logSimulationData(nodesInX1, nodesInX2, nodesInX3); logSimulationData(nodesInX1, nodesInX2, nodesInX3);
setBlockSize(nodesInX1, nodesInX2, nodesInX3); setBlockSize(nodesInX1, nodesInX2, nodesInX3);
auto gridCube = makeSimulationBoundingBox(nodesInX1, nodesInX2, nodesInX3); auto gridCube = makeSimulationBoundingBox();
generateBlockGrid(gridCube); generateBlockGrid(gridCube);
...@@ -254,18 +254,15 @@ void Simulation::writeBlocksToFile() const ...@@ -254,18 +254,15 @@ void Simulation::writeBlocksToFile() const
} }
std::shared_ptr<GbObject3D> std::shared_ptr<GbObject3D>
Simulation::makeSimulationBoundingBox(const int &nodesInX1, const int &nodesInX2, Simulation::makeSimulationBoundingBox() const
const int &nodesInX3) const
{ {
double minX1 = 0, minX2 = 0, minX3 = 0; auto box = gridParameters->boundingBox();
const double maxX1 = minX1 + gridParameters->nodeDistance * nodesInX1;
const double maxX2 = minX2 + gridParameters->nodeDistance * nodesInX2;
const double maxX3 = minX3 + gridParameters->nodeDistance * nodesInX3;
UBLOG(logINFO, "Bounding box dimensions = [(" UBLOG(logINFO, "Bounding box dimensions = [("
<< minX1 << ", " << minX2 << ", " << minX3 << "); (" << box->minX1 << ", " << box->minX2 << ", " << box->minX3 << "); ("
<< maxX1 << ", " << maxX2 << ", " << maxX3 << ")]") << box->maxX1 << ", " << box->maxX2 << ", " << box->maxX3 << ")]")
auto gridCube = std::make_shared<GbCuboid3D>(minX1, minX2, minX3, maxX1, maxX2, maxX3); auto gridCube = std::make_shared<GbCuboid3D>(box->minX1, box->minX2, box->minX3, box->maxX1, box->maxX2, box->maxX3);
GbSystem3D::writeGeoObject(gridCube.get(), writerConfig.outputPath + "/geo/gridCube", writerConfig.getWriter()); GbSystem3D::writeGeoObject(gridCube.get(), writerConfig.outputPath + "/geo/gridCube", writerConfig.getWriter());
return gridCube; return gridCube;
} }
......
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