Coverage for pySDC/implementations/transfer_classes/TransferFenicsMesh.py: 65%

1import dolfin as df 

2 

3from pySDC.core.Errors import TransferError 

4from pySDC.core.SpaceTransfer import space_transfer 

5from pySDC.implementations.datatype_classes.fenics_mesh import fenics_mesh, rhs_fenics_mesh 

6 

7 

8class mesh_to_mesh_fenics(space_transfer): 

9 """ 

10 This implementation can restrict and prolong between fenics meshes 

11 """ 

12 

13 def __init__(self, fine_prob, coarse_prob, params): 

14 """ 

15 Initialization routine 

16 

17 Args: 

18 fine_prob: fine problem 

19 coarse_prob: coarse problem 

20 params: parameters for the transfer operators 

21 """ 

22 

23 # invoke super initialization 

24 super(mesh_to_mesh_fenics, self).__init__(fine_prob, coarse_prob, params) 

25 

26 pass 

27 

28 def project(self, F): 

29 """ 

30 Restriction implementation via projection 

31 

32 Args: 

33 F: the fine level data 

34 """ 

35 if isinstance(F, fenics_mesh): 

36 u_coarse = fenics_mesh(df.project(F.values, self.coarse_prob.init)) 

37 elif isinstance(F, rhs_fenics_mesh): 

38 u_coarse = rhs_fenics_mesh(self.coarse_prob.init) 

39 u_coarse.impl.values = df.project(F.impl.values, self.coarse_prob.init) 

40 u_coarse.expl.values = df.project(F.expl.values, self.coarse_prob.init) 

41 else: 

42 raise TransferError('Unknown type of fine data, got %s' % type(F)) 

43 

44 return u_coarse 

45 

46 def restrict(self, F): 

47 """ 

48 Restriction implementation 

49 

50 Args: 

51 F: the fine level data 

52 """ 

53 if isinstance(F, fenics_mesh): 

54 u_coarse = fenics_mesh(df.interpolate(F.values, self.coarse_prob.init)) 

55 elif isinstance(F, rhs_fenics_mesh): 

56 u_coarse = rhs_fenics_mesh(self.coarse_prob.init) 

57 u_coarse.impl.values = df.interpolate(F.impl.values, self.coarse_prob.init) 

58 u_coarse.expl.values = df.interpolate(F.expl.values, self.coarse_prob.init) 

59 else: 

60 raise TransferError('Unknown type of fine data, got %s' % type(F)) 

61 

62 return u_coarse 

63 

64 def prolong(self, G): 

65 """ 

66 Prolongation implementation 

67 

68 Args: 

69 G: the coarse level data 

70 """ 

71 if isinstance(G, fenics_mesh): 

72 u_fine = fenics_mesh(df.interpolate(G.values, self.fine_prob.init)) 

73 elif isinstance(G, rhs_fenics_mesh): 

74 u_fine = rhs_fenics_mesh(self.fine_prob.init) 

75 u_fine.impl.values = df.interpolate(G.impl.values, self.fine_prob.init) 

76 u_fine.expl.values = df.interpolate(G.expl.values, self.fine_prob.init) 

77 else: 

78 raise TransferError('Unknown type of coarse data, got %s' % type(G)) 

79 

80 return u_fine