__copyright__ = """ Copyright (C) 2021 University of Illinois Board of Trustees """ __license__ = """ Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. """ import logging import pytest from arraycontext import ( pytest_generate_tests_for_array_contexts, ) from grudge import op from grudge.array_context import PytestPyOpenCLArrayContextFactory logger = logging.getLogger(__name__) pytest_generate_tests = pytest_generate_tests_for_array_contexts( [PytestPyOpenCLArrayContextFactory]) @pytest.mark.parametrize("order", [1, 2, 3]) def test_euler_vortex_convergence(actx_factory, order): from meshmode.discretization.poly_element import ( QuadratureSimplexGroupFactory, default_simplex_group_factory, ) from meshmode.mesh.generation import generate_regular_rect_mesh from pytools.convergence import EOCRecorder from grudge.discretization import make_discretization_collection from grudge.dof_desc import DISCR_TAG_BASE, DISCR_TAG_QUAD from grudge.dt_utils import h_max_from_volume from grudge.models.euler import EulerOperator, vortex_initial_condition from grudge.shortcuts import rk4_step actx = actx_factory() eoc_rec = EOCRecorder() quad_tag = DISCR_TAG_QUAD for resolution in [8, 16, 32]: # {{{ discretization mesh = generate_regular_rect_mesh( a=(0, -5), b=(20, 5), nelements_per_axis=(2*resolution, resolution), periodic=(True, True)) discr_tag_to_group_factory = { DISCR_TAG_BASE: default_simplex_group_factory(base_dim=2, order=order), DISCR_TAG_QUAD: QuadratureSimplexGroupFactory(2*order) } dcoll = make_discretization_collection( actx, mesh, discr_tag_to_group_factory=discr_tag_to_group_factory ) h_max = actx.to_numpy(h_max_from_volume(dcoll, dim=dcoll.ambient_dim)) nodes = actx.thaw(dcoll.nodes()) # }}} euler_operator = EulerOperator( dcoll, flux_type="lf", gamma=1.4, quadrature_tag=quad_tag ) def rhs(t, q, euler_operator=euler_operator): return euler_operator.operator(t, q) compiled_rhs = actx.compile(rhs) fields = vortex_initial_condition(nodes) from grudge.dt_utils import h_min_from_volume cfl = 0.125 cn = 0.5*(order + 1)**2 dt = cfl * actx.to_numpy(h_min_from_volume(dcoll)) / cn final_time = dt * 10 logger.info("Timestep size: %g", dt) # {{{ time stepping step = 0 t = 0.0 last_q = None while t < final_time: fields = actx.thaw(actx.freeze(fields)) fields = rk4_step(fields, t, dt, compiled_rhs) t += dt logger.info("[%04d] t = %.5f", step, t) last_q = fields last_t = t step += 1 # }}} error_l2 = op.norm( dcoll, last_q - vortex_initial_condition(nodes, t=last_t), 2 ) error_l2 = actx.to_numpy(error_l2) logger.info("h_max %.5e error %.5e", h_max, error_l2) eoc_rec.add_data_point(h_max, error_l2) logger.info("\n%s", eoc_rec.pretty_print(abscissa_label="h", error_label="L2 Error")) assert ( eoc_rec.order_estimate() >= order + 0.5 ) # You can test individual routines by typing # $ python test_grudge.py 'test_routine()' if __name__ == "__main__": import sys if len(sys.argv) > 1: exec(sys.argv[1]) else: pytest.main([__file__]) # vim: fdm=marker