#include <../src/mat/impls/shell/shell.h> /*I "petscmat.h" I*/ static PetscErrorCode MatMult_Transpose(Mat N, Vec x, Vec y) { Mat A; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatMultTranspose(A, x, y)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatMultTranspose_Transpose(Mat N, Vec x, Vec y) { Mat A; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatMult(A, x, y)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatSolve_Transpose_LU(Mat N, Vec b, Vec x) { Mat A; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatSolveTranspose(A, b, x)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatSolveAdd_Transpose_LU(Mat N, Vec b, Vec y, Vec x) { Mat A; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatSolveTransposeAdd(A, b, y, x)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatSolveTranspose_Transpose_LU(Mat N, Vec b, Vec x) { Mat A; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatSolve(A, b, x)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatSolveTransposeAdd_Transpose_LU(Mat N, Vec b, Vec y, Vec x) { Mat A; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatSolveAdd(A, b, y, x)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatMatSolve_Transpose_LU(Mat N, Mat B, Mat X) { Mat A; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatMatSolveTranspose(A, B, X)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatMatSolveTranspose_Transpose_LU(Mat N, Mat B, Mat X) { Mat A; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatMatSolve(A, B, X)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatLUFactor_Transpose(Mat N, IS row, IS col, const MatFactorInfo *minfo) { Mat A; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatLUFactor(A, col, row, minfo)); PetscCall(MatShellSetOperation(N, MATOP_SOLVE, (PetscErrorCodeFn *)MatSolve_Transpose_LU)); PetscCall(MatShellSetOperation(N, MATOP_SOLVE_ADD, (PetscErrorCodeFn *)MatSolveAdd_Transpose_LU)); PetscCall(MatShellSetOperation(N, MATOP_SOLVE_TRANSPOSE, (PetscErrorCodeFn *)MatSolveTranspose_Transpose_LU)); PetscCall(MatShellSetOperation(N, MATOP_SOLVE_TRANSPOSE_ADD, (PetscErrorCodeFn *)MatSolveTransposeAdd_Transpose_LU)); PetscCall(MatShellSetOperation(N, MATOP_MAT_SOLVE, (PetscErrorCodeFn *)MatMatSolve_Transpose_LU)); PetscCall(MatShellSetOperation(N, MATOP_MAT_SOLVE_TRANSPOSE, (PetscErrorCodeFn *)MatMatSolveTranspose_Transpose_LU)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatSolve_Transpose_Cholesky(Mat N, Vec b, Vec x) { Mat A; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatSolveTranspose(A, b, x)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatSolveAdd_Transpose_Cholesky(Mat N, Vec b, Vec y, Vec x) { Mat A; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatSolveTransposeAdd(A, b, y, x)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatSolveTranspose_Transpose_Cholesky(Mat N, Vec b, Vec x) { Mat A; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatSolve(A, b, x)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatSolveTransposeAdd_Transpose_Cholesky(Mat N, Vec b, Vec y, Vec x) { Mat A; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatSolveAdd(A, b, y, x)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatMatSolve_Transpose_Cholesky(Mat N, Mat B, Mat X) { Mat A; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatMatSolveTranspose(A, B, X)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatMatSolveTranspose_Transpose_Cholesky(Mat N, Mat B, Mat X) { Mat A; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatMatSolve(A, B, X)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatCholeskyFactor_Transpose(Mat N, IS perm, const MatFactorInfo *minfo) { Mat A; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatCholeskyFactor(A, perm, minfo)); PetscCall(MatShellSetOperation(N, MATOP_SOLVE, (PetscErrorCodeFn *)MatSolve_Transpose_Cholesky)); PetscCall(MatShellSetOperation(N, MATOP_SOLVE_ADD, (PetscErrorCodeFn *)MatSolveAdd_Transpose_Cholesky)); PetscCall(MatShellSetOperation(N, MATOP_SOLVE_TRANSPOSE, (PetscErrorCodeFn *)MatSolveTranspose_Transpose_Cholesky)); PetscCall(MatShellSetOperation(N, MATOP_SOLVE_TRANSPOSE_ADD, (PetscErrorCodeFn *)MatSolveTransposeAdd_Transpose_Cholesky)); PetscCall(MatShellSetOperation(N, MATOP_MAT_SOLVE, (PetscErrorCodeFn *)MatMatSolve_Transpose_Cholesky)); PetscCall(MatShellSetOperation(N, MATOP_MAT_SOLVE_TRANSPOSE, (PetscErrorCodeFn *)MatMatSolveTranspose_Transpose_Cholesky)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatLUFactorNumeric_Transpose(Mat F, Mat N, const MatFactorInfo *info) { Mat A, FA; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatShellGetContext(F, &FA)); PetscCall(MatLUFactorNumeric(FA, A, info)); PetscCall(MatShellSetOperation(F, MATOP_SOLVE, (PetscErrorCodeFn *)MatSolve_Transpose_LU)); PetscCall(MatShellSetOperation(F, MATOP_SOLVE_ADD, (PetscErrorCodeFn *)MatSolveAdd_Transpose_LU)); PetscCall(MatShellSetOperation(F, MATOP_SOLVE_TRANSPOSE, (PetscErrorCodeFn *)MatSolveTranspose_Transpose_LU)); PetscCall(MatShellSetOperation(F, MATOP_SOLVE_TRANSPOSE_ADD, (PetscErrorCodeFn *)MatSolveTransposeAdd_Transpose_LU)); PetscCall(MatShellSetOperation(F, MATOP_MAT_SOLVE, (PetscErrorCodeFn *)MatMatSolve_Transpose_LU)); PetscCall(MatShellSetOperation(F, MATOP_MAT_SOLVE_TRANSPOSE, (PetscErrorCodeFn *)MatMatSolveTranspose_Transpose_LU)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatLUFactorSymbolic_Transpose(Mat F, Mat N, IS row, IS col, const MatFactorInfo *info) { Mat A, FA; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatShellGetContext(F, &FA)); PetscCall(MatLUFactorSymbolic(FA, A, row, col, info)); PetscCall(MatShellSetOperation(F, MATOP_LUFACTOR_NUMERIC, (PetscErrorCodeFn *)MatLUFactorNumeric_Transpose)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatCholeskyFactorNumeric_Transpose(Mat F, Mat N, const MatFactorInfo *info) { Mat A, FA; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatShellGetContext(F, &FA)); PetscCall(MatCholeskyFactorNumeric(FA, A, info)); PetscCall(MatShellSetOperation(F, MATOP_SOLVE, (PetscErrorCodeFn *)MatSolve_Transpose_Cholesky)); PetscCall(MatShellSetOperation(F, MATOP_SOLVE_ADD, (PetscErrorCodeFn *)MatSolveAdd_Transpose_Cholesky)); PetscCall(MatShellSetOperation(F, MATOP_SOLVE_TRANSPOSE, (PetscErrorCodeFn *)MatSolveTranspose_Transpose_Cholesky)); PetscCall(MatShellSetOperation(F, MATOP_SOLVE_TRANSPOSE_ADD, (PetscErrorCodeFn *)MatSolveTransposeAdd_Transpose_Cholesky)); PetscCall(MatShellSetOperation(F, MATOP_MAT_SOLVE, (PetscErrorCodeFn *)MatMatSolve_Transpose_Cholesky)); PetscCall(MatShellSetOperation(F, MATOP_MAT_SOLVE_TRANSPOSE, (PetscErrorCodeFn *)MatMatSolveTranspose_Transpose_Cholesky)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatCholeskyFactorSymbolic_Transpose(Mat F, Mat N, IS perm, const MatFactorInfo *info) { Mat A, FA; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatShellGetContext(F, &FA)); PetscCall(MatCholeskyFactorSymbolic(FA, A, perm, info)); PetscCall(MatShellSetOperation(F, MATOP_CHOLESKY_FACTOR_NUMERIC, (PetscErrorCodeFn *)MatCholeskyFactorNumeric_Transpose)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatGetFactor_Transpose(Mat N, MatSolverType type, MatFactorType ftype, Mat *F) { Mat A, FA; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatGetFactor(A, type, ftype, &FA)); PetscCall(MatCreateTranspose(FA, F)); if (ftype == MAT_FACTOR_LU) PetscCall(MatShellSetOperation(*F, MATOP_LUFACTOR_SYMBOLIC, (PetscErrorCodeFn *)MatLUFactorSymbolic_Transpose)); else if (ftype == MAT_FACTOR_CHOLESKY) { PetscCall(MatShellSetOperation(*F, MATOP_CHOLESKY_FACTOR_SYMBOLIC, (PetscErrorCodeFn *)MatCholeskyFactorSymbolic_Transpose)); PetscCall(MatPropagateSymmetryOptions(A, FA)); } else SETERRQ(PetscObjectComm((PetscObject)N), PETSC_ERR_SUP, "Support for factor type %s not implemented in MATTRANSPOSEVIRTUAL", MatFactorTypes[ftype]); (*F)->factortype = ftype; PetscCall(MatDestroy(&FA)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatDestroy_Transpose(Mat N) { Mat A; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatDestroy(&A)); PetscCall(PetscObjectComposeFunction((PetscObject)N, "MatTransposeGetMat_C", NULL)); PetscCall(PetscObjectComposeFunction((PetscObject)N, "MatProductSetFromOptions_anytype_C", NULL)); PetscCall(PetscObjectComposeFunction((PetscObject)N, "MatShellSetContext_C", NULL)); PetscCall(PetscObjectComposeFunction((PetscObject)N, "MatFactorGetSolverType_C", NULL)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatGetInfo_Transpose(Mat N, MatInfoType flag, MatInfo *info) { Mat A; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatGetInfo(A, flag, info)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatFactorGetSolverType_Transpose(Mat N, MatSolverType *type) { Mat A; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatFactorGetSolverType(A, type)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatDuplicate_Transpose(Mat N, MatDuplicateOption op, Mat *m) { Mat A, C; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatDuplicate(A, op, &C)); PetscCall(MatCreateTranspose(C, m)); if (op == MAT_COPY_VALUES) PetscCall(MatCopy(N, *m, SAME_NONZERO_PATTERN)); PetscCall(MatDestroy(&C)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatHasOperation_Transpose(Mat mat, MatOperation op, PetscBool *has) { Mat A; PetscFunctionBegin; PetscCall(MatShellGetContext(mat, &A)); *has = PETSC_FALSE; if (op == MATOP_MULT || op == MATOP_MULT_ADD) { PetscCall(MatHasOperation(A, MATOP_MULT_TRANSPOSE, has)); } else if (op == MATOP_MULT_TRANSPOSE || op == MATOP_MULT_TRANSPOSE_ADD) { PetscCall(MatHasOperation(A, MATOP_MULT, has)); } else if (((void **)mat->ops)[op]) *has = PETSC_TRUE; PetscFunctionReturn(PETSC_SUCCESS); } typedef struct { PetscErrorCode (*numeric)(Mat); PetscCtxDestroyFn *destroy; PetscScalar scale; Mat D; void *data; } MatProductCtx_Transpose; static PetscErrorCode MatProductCtxDestroy_Transpose(PetscCtxRt ptr) { MatProductCtx_Transpose *data = *(MatProductCtx_Transpose **)ptr; PetscContainer container; PetscFunctionBegin; if (data->data) PetscCall((*data->destroy)(&data->data)); PetscCall(PetscObjectQuery((PetscObject)data->D, "MatProductCtx_Transpose", (PetscObject *)&container)); PetscCall(PetscContainerDestroy(&container)); PetscCall(PetscObjectCompose((PetscObject)data->D, "MatProductCtx_Transpose", NULL)); PetscCall(PetscFree(data)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatProductNumeric_Transpose(Mat D) { Mat_Product *product; MatProductCtx_Transpose *data; PetscContainer container; PetscFunctionBegin; MatCheckProduct(D, 1); PetscCheck(D->product->data, PetscObjectComm((PetscObject)D), PETSC_ERR_PLIB, "Product data empty"); product = D->product; PetscCall(PetscObjectQuery((PetscObject)D, "MatProductCtx_Transpose", (PetscObject *)&container)); PetscCheck(container, PetscObjectComm((PetscObject)D), PETSC_ERR_PLIB, "MatProductCtx_Transpose missing"); PetscCall(PetscContainerGetPointer(container, &data)); data = (MatProductCtx_Transpose *)product->data; product->data = data->data; PetscCall((*data->numeric)(D)); PetscCall(MatScale(D, data->scale)); product->data = data; PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatProductSymbolic_Transpose(Mat D) { Mat_Product *product; MatProductCtx_Transpose *data; PetscContainer container; PetscFunctionBegin; MatCheckProduct(D, 1); product = D->product; if (D->ops->productsymbolic == MatProductSymbolic_Transpose) { PetscCheck(!product->data, PetscObjectComm((PetscObject)D), PETSC_ERR_PLIB, "Product data not empty"); PetscCall(PetscObjectQuery((PetscObject)D, "MatProductCtx_Transpose", (PetscObject *)&container)); PetscCheck(container, PetscObjectComm((PetscObject)D), PETSC_ERR_PLIB, "MatProductCtx_Transpose missing"); PetscCall(PetscContainerGetPointer(container, &data)); PetscCall(MatProductSetFromOptions(D)); PetscCall(MatProductSymbolic(D)); data->numeric = D->ops->productnumeric; data->destroy = product->destroy; data->data = product->data; D->ops->productnumeric = MatProductNumeric_Transpose; product->destroy = MatProductCtxDestroy_Transpose; product->data = data; } PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatProductSetFromOptions_Transpose(Mat D) { Mat A, B, C, Ain, Bin, Cin; PetscScalar scale = 1.0, vscale; PetscBool Aistrans, Bistrans, Cistrans; PetscInt Atrans, Btrans, Ctrans; PetscContainer container = NULL; MatProductCtx_Transpose *data; MatProductType ptype; PetscFunctionBegin; MatCheckProduct(D, 1); A = D->product->A; B = D->product->B; C = D->product->C; PetscCall(PetscObjectTypeCompare((PetscObject)A, MATTRANSPOSEVIRTUAL, &Aistrans)); PetscCall(PetscObjectTypeCompare((PetscObject)B, MATTRANSPOSEVIRTUAL, &Bistrans)); PetscCall(PetscObjectTypeCompare((PetscObject)C, MATTRANSPOSEVIRTUAL, &Cistrans)); PetscCheck(Aistrans || Bistrans || Cistrans, PetscObjectComm((PetscObject)D), PETSC_ERR_PLIB, "This should not happen"); Atrans = 0; Ain = A; while (Aistrans) { Atrans++; PetscCall(MatShellGetScalingShifts(Ain, (PetscScalar *)MAT_SHELL_NOT_ALLOWED, &vscale, (Vec *)MAT_SHELL_NOT_ALLOWED, (Vec *)MAT_SHELL_NOT_ALLOWED, (Vec *)MAT_SHELL_NOT_ALLOWED, (Mat *)MAT_SHELL_NOT_ALLOWED, (IS *)MAT_SHELL_NOT_ALLOWED, (IS *)MAT_SHELL_NOT_ALLOWED)); scale *= vscale; PetscCall(MatTransposeGetMat(Ain, &Ain)); PetscCall(PetscObjectTypeCompare((PetscObject)Ain, MATTRANSPOSEVIRTUAL, &Aistrans)); } Btrans = 0; Bin = B; while (Bistrans) { Btrans++; PetscCall(MatShellGetScalingShifts(Bin, (PetscScalar *)MAT_SHELL_NOT_ALLOWED, &vscale, (Vec *)MAT_SHELL_NOT_ALLOWED, (Vec *)MAT_SHELL_NOT_ALLOWED, (Vec *)MAT_SHELL_NOT_ALLOWED, (Mat *)MAT_SHELL_NOT_ALLOWED, (IS *)MAT_SHELL_NOT_ALLOWED, (IS *)MAT_SHELL_NOT_ALLOWED)); scale *= vscale; PetscCall(MatTransposeGetMat(Bin, &Bin)); PetscCall(PetscObjectTypeCompare((PetscObject)Bin, MATTRANSPOSEVIRTUAL, &Bistrans)); } Ctrans = 0; Cin = C; while (Cistrans) { Ctrans++; PetscCall(MatShellGetScalingShifts(Cin, (PetscScalar *)MAT_SHELL_NOT_ALLOWED, &vscale, (Vec *)MAT_SHELL_NOT_ALLOWED, (Vec *)MAT_SHELL_NOT_ALLOWED, (Vec *)MAT_SHELL_NOT_ALLOWED, (Mat *)MAT_SHELL_NOT_ALLOWED, (IS *)MAT_SHELL_NOT_ALLOWED, (IS *)MAT_SHELL_NOT_ALLOWED)); scale *= vscale; PetscCall(MatTransposeGetMat(Cin, &Cin)); PetscCall(PetscObjectTypeCompare((PetscObject)Cin, MATTRANSPOSEVIRTUAL, &Cistrans)); } Atrans = Atrans % 2; Btrans = Btrans % 2; Ctrans = Ctrans % 2; ptype = D->product->type; /* same product type by default */ if (Ain->symmetric == PETSC_BOOL3_TRUE) Atrans = 0; if (Bin->symmetric == PETSC_BOOL3_TRUE) Btrans = 0; if (Cin && Cin->symmetric == PETSC_BOOL3_TRUE) Ctrans = 0; if (Atrans || Btrans || Ctrans) { if (scale != 1.0) { PetscCall(PetscObjectQuery((PetscObject)D, "MatProductCtx_Transpose", (PetscObject *)&container)); if (!container) { PetscCall(PetscContainerCreate(PetscObjectComm((PetscObject)D), &container)); PetscCall(PetscNew(&data)); PetscCall(PetscContainerSetPointer(container, data)); PetscCall(PetscObjectCompose((PetscObject)D, "MatProductCtx_Transpose", (PetscObject)container)); } else PetscCall(PetscContainerGetPointer(container, &data)); data->scale = scale; data->D = D; } ptype = MATPRODUCT_UNSPECIFIED; switch (D->product->type) { case MATPRODUCT_AB: if (Atrans && Btrans) { /* At * Bt we do not have support for this */ /* TODO custom implementation ? */ } else if (Atrans) { /* At * B */ ptype = MATPRODUCT_AtB; } else { /* A * Bt */ ptype = MATPRODUCT_ABt; } break; case MATPRODUCT_AtB: if (Atrans && Btrans) { /* A * Bt */ ptype = MATPRODUCT_ABt; } else if (Atrans) { /* A * B */ ptype = MATPRODUCT_AB; } else { /* At * Bt we do not have support for this */ /* TODO custom implementation ? */ } break; case MATPRODUCT_ABt: if (Atrans && Btrans) { /* At * B */ ptype = MATPRODUCT_AtB; } else if (Atrans) { /* At * Bt we do not have support for this */ /* TODO custom implementation ? */ } else { /* A * B */ ptype = MATPRODUCT_AB; } break; case MATPRODUCT_PtAP: if (Atrans) { /* PtAtP */ /* TODO custom implementation ? */ } else { /* RARt */ ptype = MATPRODUCT_RARt; } break; case MATPRODUCT_RARt: if (Atrans) { /* RAtRt */ /* TODO custom implementation ? */ } else { /* PtAP */ ptype = MATPRODUCT_PtAP; } break; case MATPRODUCT_ABC: /* TODO custom implementation ? */ break; default: SETERRQ(PetscObjectComm((PetscObject)D), PETSC_ERR_SUP, "ProductType %s is not supported", MatProductTypes[D->product->type]); } } PetscCall(MatProductReplaceMats(Ain, Bin, Cin, D)); PetscCall(MatProductSetType(D, ptype)); if (container) D->ops->productsymbolic = MatProductSymbolic_Transpose; else PetscCall(MatProductSetFromOptions(D)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatGetDiagonal_Transpose(Mat N, Vec v) { Mat A; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatGetDiagonal(A, v)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatCopy_Transpose(Mat A, Mat B, MatStructure str) { Mat a, b; PetscFunctionBegin; PetscCall(MatShellGetContext(A, &a)); PetscCall(MatShellGetContext(B, &b)); PetscCall(MatCopy(a, b, str)); PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatConvert_Transpose(Mat N, MatType newtype, MatReuse reuse, Mat *newmat) { Mat A; PetscScalar vscale = 1.0, vshift = 0.0; PetscBool flg; PetscFunctionBegin; PetscCall(MatShellGetContext(N, &A)); PetscCall(MatHasOperation(A, MATOP_TRANSPOSE, &flg)); if (flg || N->ops->getrow) { /* if this condition is false, MatConvert_Shell() will be called in MatConvert_Basic(), so the following checks are not needed */ PetscCall(MatShellGetScalingShifts(N, &vshift, &vscale, (Vec *)MAT_SHELL_NOT_ALLOWED, (Vec *)MAT_SHELL_NOT_ALLOWED, (Vec *)MAT_SHELL_NOT_ALLOWED, (Mat *)MAT_SHELL_NOT_ALLOWED, (IS *)MAT_SHELL_NOT_ALLOWED, (IS *)MAT_SHELL_NOT_ALLOWED)); } if (flg) { Mat B; PetscCall(MatTranspose(A, MAT_INITIAL_MATRIX, &B)); if (reuse != MAT_INPLACE_MATRIX) { PetscCall(MatConvert(B, newtype, reuse, newmat)); PetscCall(MatDestroy(&B)); } else { PetscCall(MatConvert(B, newtype, MAT_INPLACE_MATRIX, &B)); PetscCall(MatHeaderReplace(N, &B)); } } else { /* use basic converter as fallback */ flg = (PetscBool)(N->ops->getrow != NULL); PetscCall(MatConvert_Basic(N, newtype, reuse, newmat)); } if (flg) { PetscCall(MatScale(*newmat, vscale)); PetscCall(MatShift(*newmat, vshift)); } PetscFunctionReturn(PETSC_SUCCESS); } static PetscErrorCode MatTransposeGetMat_Transpose(Mat N, Mat *M) { PetscFunctionBegin; PetscCall(MatShellGetContext(N, M)); PetscFunctionReturn(PETSC_SUCCESS); } /*@ MatTransposeGetMat - Gets the `Mat` object stored inside a `MATTRANSPOSEVIRTUAL` Logically Collective Input Parameter: . A - the `MATTRANSPOSEVIRTUAL` matrix Output Parameter: . M - the matrix object stored inside `A` Level: intermediate .seealso: [](ch_matrices), `Mat`, `MATTRANSPOSEVIRTUAL`, `MatCreateTranspose()` @*/ PetscErrorCode MatTransposeGetMat(Mat A, Mat *M) { PetscFunctionBegin; PetscValidHeaderSpecific(A, MAT_CLASSID, 1); PetscValidType(A, 1); PetscAssertPointer(M, 2); PetscUseMethod(A, "MatTransposeGetMat_C", (Mat, Mat *), (A, M)); PetscFunctionReturn(PETSC_SUCCESS); } /*MC MATTRANSPOSEVIRTUAL - "transpose" - A matrix type that represents a virtual transpose of a matrix Level: advanced Developer Notes: This is implemented on top of `MATSHELL` to get support for scaling and shifting without requiring duplicate code Users can not call `MatShellSetOperation()` operations on this class, there is some error checking for that incorrect usage .seealso: [](ch_matrices), `Mat`, `MATHERMITIANTRANSPOSEVIRTUAL`, `Mat`, `MatCreateHermitianTranspose()`, `MatCreateTranspose()`, `MATNORMALHERMITIAN`, `MATNORMAL` M*/ /*@ MatCreateTranspose - Creates a new matrix `MATTRANSPOSEVIRTUAL` object that behaves like A' Collective Input Parameter: . A - the (possibly rectangular) matrix Output Parameter: . N - the matrix that represents A' Level: intermediate Note: The transpose A' is NOT actually formed! Rather the new matrix object performs the matrix-vector product by using the `MatMultTranspose()` on the original matrix .seealso: [](ch_matrices), `Mat`, `MATTRANSPOSEVIRTUAL`, `MatCreateNormal()`, `MatMult()`, `MatMultTranspose()`, `MatCreate()`, `MATNORMALHERMITIAN` @*/ PetscErrorCode MatCreateTranspose(Mat A, Mat *N) { VecType vtype; PetscFunctionBegin; PetscCall(MatCreate(PetscObjectComm((PetscObject)A), N)); PetscCall(PetscLayoutReference(A->rmap, &((*N)->cmap))); PetscCall(PetscLayoutReference(A->cmap, &((*N)->rmap))); PetscCall(MatSetType(*N, MATSHELL)); PetscCall(MatShellSetContext(*N, A)); PetscCall(PetscObjectReference((PetscObject)A)); PetscCall(MatSetBlockSizes(*N, A->cmap->bs, A->rmap->bs)); PetscCall(MatGetVecType(A, &vtype)); PetscCall(MatSetVecType(*N, vtype)); #if defined(PETSC_HAVE_DEVICE) PetscCall(MatBindToCPU(*N, A->boundtocpu)); #endif PetscCall(MatSetUp(*N)); PetscCall(MatShellSetOperation(*N, MATOP_DESTROY, (PetscErrorCodeFn *)MatDestroy_Transpose)); PetscCall(MatShellSetOperation(*N, MATOP_MULT, (PetscErrorCodeFn *)MatMult_Transpose)); PetscCall(MatShellSetOperation(*N, MATOP_MULT_TRANSPOSE, (PetscErrorCodeFn *)MatMultTranspose_Transpose)); PetscCall(MatShellSetOperation(*N, MATOP_LUFACTOR, (PetscErrorCodeFn *)MatLUFactor_Transpose)); PetscCall(MatShellSetOperation(*N, MATOP_CHOLESKYFACTOR, (PetscErrorCodeFn *)MatCholeskyFactor_Transpose)); PetscCall(MatShellSetOperation(*N, MATOP_GET_FACTOR, (PetscErrorCodeFn *)MatGetFactor_Transpose)); PetscCall(MatShellSetOperation(*N, MATOP_GETINFO, (PetscErrorCodeFn *)MatGetInfo_Transpose)); PetscCall(MatShellSetOperation(*N, MATOP_DUPLICATE, (PetscErrorCodeFn *)MatDuplicate_Transpose)); PetscCall(MatShellSetOperation(*N, MATOP_HAS_OPERATION, (PetscErrorCodeFn *)MatHasOperation_Transpose)); PetscCall(MatShellSetOperation(*N, MATOP_GET_DIAGONAL, (PetscErrorCodeFn *)MatGetDiagonal_Transpose)); PetscCall(MatShellSetOperation(*N, MATOP_COPY, (PetscErrorCodeFn *)MatCopy_Transpose)); PetscCall(MatShellSetOperation(*N, MATOP_CONVERT, (PetscErrorCodeFn *)MatConvert_Transpose)); PetscCall(PetscObjectComposeFunction((PetscObject)*N, "MatTransposeGetMat_C", MatTransposeGetMat_Transpose)); PetscCall(PetscObjectComposeFunction((PetscObject)*N, "MatProductSetFromOptions_anytype_C", MatProductSetFromOptions_Transpose)); PetscCall(PetscObjectComposeFunction((PetscObject)*N, "MatFactorGetSolverType_C", MatFactorGetSolverType_Transpose)); PetscCall(PetscObjectComposeFunction((PetscObject)*N, "MatShellSetContext_C", MatShellSetContext_Immutable)); PetscCall(PetscObjectComposeFunction((PetscObject)*N, "MatShellSetContextDestroy_C", MatShellSetContextDestroy_Immutable)); PetscCall(PetscObjectComposeFunction((PetscObject)*N, "MatShellSetManageScalingShifts_C", MatShellSetManageScalingShifts_Immutable)); PetscCall(PetscObjectChangeTypeName((PetscObject)*N, MATTRANSPOSEVIRTUAL)); PetscFunctionReturn(PETSC_SUCCESS); }