Source code for finat.restricted

from functools import singledispatch
from itertools import chain

import FIAT
from FIAT.polynomial_set import mis

import finat
from finat.fiat_elements import FiatElement
from finat.physically_mapped import PhysicallyMappedElement


# Sentinel for when restricted element is empty
null_element = object()


[docs]@singledispatch def restrict(element, domain, take_closure): """Restrict an element to a given subentity. :arg element: The element to restrict. :arg domain: The subentity to restrict to. :arg take_closure: Gather dofs in closure of the subentities? Ignored for "interior" domain. :raises NotImplementedError: If we don't know how to restrict this element. :raises ValueError: If the restricted element is empty. :returns: A new finat element.""" return NotImplementedError(f"Don't know how to restrict element of type {type(element)}")
[docs]@restrict.register(FiatElement) def restrict_fiat(element, domain, take_closure): try: return FiatElement(FIAT.RestrictedElement(element._element, restriction_domain=domain, take_closure=take_closure)) except ValueError: return null_element
[docs]@restrict.register(PhysicallyMappedElement) def restrict_physically_mapped(element, domain, take_closure): raise NotImplementedError("Can't restrict Physically Mapped things")
[docs]@restrict.register(finat.FlattenedDimensions) def restrict_flattened_dimensions(element, domain, take_closure): restricted = restrict(element.product, domain, take_closure) if restricted is null_element: return null_element else: return finat.FlattenedDimensions(restricted)
[docs]@restrict.register(finat.DiscontinuousElement) @restrict.register(finat.DiscontinuousLagrange) @restrict.register(finat.Legendre) def restrict_discontinuous(element, domain, take_closure): if domain == "interior": return element else: return null_element
[docs]@restrict.register(finat.EnrichedElement) def restrict_enriched(element, domain, take_closure): if all(isinstance(e, finat.mixed.MixedSubElement) for e in element.elements): # Mixed is handled by Enriched + MixedSubElement, we must # restrict the subelements here because the transformation is # nonlocal. elements = tuple(restrict(e.element, domain, take_closure) for e in element.elements) reconstruct = finat.mixed.MixedElement elif not any(isinstance(e, finat.mixed.MixedSubElement) for e in element.elements): elements = tuple(restrict(e, domain, take_closure) for e in element.elements) reconstruct = finat.EnrichedElement else: raise NotImplementedError("Not expecting enriched with mixture of MixedSubElement and others") elements = tuple(e for e in elements if e is not null_element) if elements: return reconstruct(elements) else: return null_element
[docs]@restrict.register(finat.HCurlElement) def restrict_hcurl(element, domain, take_closure): restricted = restrict(element.wrappee, domain, take_closure) if restricted is null_element: return null_element else: if isinstance(restricted, finat.EnrichedElement): return finat.EnrichedElement(finat.HCurlElement(e) for e in restricted.elements) else: return finat.HCurlElement(restricted)
[docs]@restrict.register(finat.HDivElement) def restrict_hdiv(element, domain, take_closure): restricted = restrict(element.wrappee, domain, take_closure) if restricted is null_element: return null_element else: if isinstance(restricted, finat.EnrichedElement): return finat.EnrichedElement(finat.HDivElement(e) for e in restricted.elements) else: return finat.HDivElement(restricted)
[docs]@restrict.register(finat.mixed.MixedSubElement) def restrict_mixed(element, domain, take_closure): raise AssertionError("Was expecting this to be handled inside EnrichedElement restriction")
[docs]def r_to_codim(restriction, dim): if restriction == "interior": return 0 elif restriction == "facet": return 1 elif restriction == "face": return dim - 2 elif restriction == "edge": return dim - 1 elif restriction == "vertex": return dim else: raise ValueError
[docs]def codim_to_r(codim, dim): d = dim - codim if codim == 0: return "interior" elif codim == 1: return "facet" elif d == 0: return "vertex" elif d == 1: return "edge" elif d == 2: return "face" else: raise ValueError
[docs]@restrict.register(finat.TensorProductElement) def restrict_tpe(element, domain, take_closure): # The restriction of a TPE to a codim subentity is the direct sum # of TPEs where the factors have been restricted in such a way # that the sum of those restrictions is codim. # # For example, to restrict an interval x interval to edges (codim 1) # we construct # # R(I, 0)⊗R(I, 1) ⊕ R(I, 1)⊗R(I, 0) # # If take_closure is true, the restriction wants to select dofs on # entities with dim >= codim >= 1 (for the edge example) # so we get # # R(I, 0)⊗R(I, 1) ⊕ R(I, 1)⊗R(I, 0) ⊕ R(I, 0)⊗R(I, 0) factors = element.factors dimension = element.cell.get_spatial_dimension() # Figure out which codim entity we're selecting codim = r_to_codim(domain, dimension) # And the range of codims. upper = 1 + (dimension if (take_closure and domain != "interior") else codim) # restrictions on each factor taken from n-tuple that sums to the # target codim (as long as the codim <= dim_factor) restrictions = tuple(candidate for candidate in chain(*(mis(len(factors), c) for c in range(codim, upper))) if all(d <= factor.cell.get_dimension() for d, factor in zip(candidate, factors))) take_closure = False elements = [] for decomposition in restrictions: # Recurse, but don't take closure in recursion (since we # handled it already). new_factors = tuple( restrict(factor, codim_to_r(codim, factor.cell.get_dimension()), take_closure) for factor, codim in zip(factors, decomposition)) # If one of the factors was empty then the whole TPE is empty, # so skip. if all(f is not null_element for f in new_factors): elements.append(finat.TensorProductElement(new_factors)) if elements: return finat.EnrichedElement(elements) else: return null_element
[docs]@restrict.register(finat.TensorFiniteElement) def restrict_tfe(element, domain, take_closure): restricted = restrict(element._base_element, domain, take_closure) if restricted is null_element: return null_element else: return finat.TensorFiniteElement(restricted, element._shape, element._transpose)
[docs]@restrict.register(finat.HDivTrace) def restrict_hdivtrace(element, domain, take_closure): try: return FiatElement(FIAT.RestrictedElement(element._element, restriction_domain=domain)) except ValueError: return null_element
[docs]def RestrictedElement(element, restriction_domain, *, indices=None): """Construct a restricted element. :arg element: The element to restrict. :arg restriction_domain: Which entities to restrict to. :arg indices: Indices of basis functions to select (not supported) :returns: A new element. .. note:: A restriction domain of "interior" means to select the dofs on the cell, all other domains (e.g. "face", "edge") select dofs in the closure of the entity. .. warning:: The returned element *may not* be interpolatory. That is, the dual basis (if implemented) might not be nodal to the primal basis. Assembly still works (``basis_evaluation`` is fine), but interpolation may produce bad results. Restrictions of FIAT-implemented CiarletElements are always nodal. """ if indices is not None: raise NotImplementedError("Only done for topological restrictions") assert restriction_domain is not None restricted = restrict(element, restriction_domain, take_closure=True) if restricted is null_element: raise ValueError("Restricted element is empty") return restricted