//------------------------------------------------------------------------------ // gbapply: apply a unary operator to a sparse matrix //------------------------------------------------------------------------------ // SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2021, All Rights Reserved. // SPDX-License-Identifier: GPL-3.0-or-later //------------------------------------------------------------------------------ // gbapply is an interface to GrB_Matrix_apply. // Usage: // C = gbapply (unop, A) // C = gbapply (unop, A, desc) // C = gbapply (Cin, accum, unop, A, desc) // C = gbapply (Cin, M, unop, A, desc) // C = gbapply (Cin, M, accum, unop, A, desc) // If Cin is not present then it is implicitly a matrix with no entries, of the // right size (which depends on A, B, and the descriptor). #include "gb_matlab.h" #define USAGE "usage: C = GrB.apply (Cin, M, accum, op, A, desc)" void mexFunction ( int nargout, mxArray *pargout [ ], int nargin, const mxArray *pargin [ ] ) { //-------------------------------------------------------------------------- // check inputs //-------------------------------------------------------------------------- gb_usage (nargin >= 2 && nargin <= 6 && nargout <= 2, USAGE) ; //-------------------------------------------------------------------------- // find the arguments //-------------------------------------------------------------------------- mxArray *Matrix [4], *String [2], *Cell [2] ; base_enum_t base ; kind_enum_t kind ; GxB_Format_Value fmt ; int nmatrices, nstrings, ncells, sparsity ; GrB_Descriptor desc ; gb_get_mxargs (nargin, pargin, USAGE, Matrix, &nmatrices, String, &nstrings, Cell, &ncells, &desc, &base, &kind, &fmt, &sparsity) ; CHECK_ERROR (nmatrices < 1 || nmatrices > 3 || nstrings < 1 || ncells > 0, USAGE) ; //-------------------------------------------------------------------------- // get the matrices //-------------------------------------------------------------------------- GrB_Type atype, ctype = NULL ; GrB_Matrix C = NULL, M = NULL, A ; if (nmatrices == 1) { A = gb_get_shallow (Matrix [0]) ; } else if (nmatrices == 2) { C = gb_get_deep (Matrix [0]) ; A = gb_get_shallow (Matrix [1]) ; } else // if (nmatrices == 3) { C = gb_get_deep (Matrix [0]) ; M = gb_get_shallow (Matrix [1]) ; A = gb_get_shallow (Matrix [2]) ; } OK (GxB_Matrix_type (&atype, A)) ; if (C != NULL) { OK (GxB_Matrix_type (&ctype, C)) ; } //-------------------------------------------------------------------------- // get the operators //-------------------------------------------------------------------------- GrB_BinaryOp accum = NULL ; GrB_UnaryOp op ; if (nstrings == 1) { op = gb_mxstring_to_unop (String [0], atype) ; } else { // if accum appears, then Cin must also appear CHECK_ERROR (C == NULL, USAGE) ; accum = gb_mxstring_to_binop (String [0], ctype, ctype) ; op = gb_mxstring_to_unop (String [1], atype) ; } //-------------------------------------------------------------------------- // construct C if not present on input //-------------------------------------------------------------------------- // If C is NULL, then it is not present on input. // Construct C of the right size and type. if (C == NULL) { // get the descriptor contents to determine if A is transposed GrB_Desc_Value in0 ; OK (GxB_Desc_get (desc, GrB_INP0, &in0)) ; bool A_transpose = (in0 == GrB_TRAN) ; // get the size of A GrB_Index anrows, ancols ; OK (GrB_Matrix_nrows (&anrows, A)) ; OK (GrB_Matrix_ncols (&ancols, A)) ; // determine the size of C GrB_Index cnrows = (A_transpose) ? ancols : anrows ; GrB_Index cncols = (A_transpose) ? anrows : ancols ; // use the ztype of the op as the type of C OK (GxB_UnaryOp_ztype (&ctype, op)) ; // create the matrix C and set its format and sparsity fmt = gb_get_format (cnrows, cncols, A, NULL, fmt) ; sparsity = gb_get_sparsity (A, NULL, sparsity) ; C = gb_new (ctype, cnrows, cncols, fmt, sparsity) ; } //-------------------------------------------------------------------------- // compute C += f(A) //-------------------------------------------------------------------------- OK1 (C, GrB_Matrix_apply (C, M, accum, op, A, desc)) ; //-------------------------------------------------------------------------- // free shallow copies //-------------------------------------------------------------------------- OK (GrB_Matrix_free (&M)) ; OK (GrB_Matrix_free (&A)) ; OK (GrB_Descriptor_free (&desc)) ; //-------------------------------------------------------------------------- // export the output matrix C back to MATLAB //-------------------------------------------------------------------------- pargout [0] = gb_export (&C, kind) ; pargout [1] = mxCreateDoubleScalar (kind) ; GB_WRAPUP ; }