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/* Sparse matrices in compressed column-oriented form */#include "Csparse.h"#include "chm_common.h"SEXP Csparse_validate(SEXP x){SEXP pslot = GET_SLOT(x, Matrix_pSym),islot = GET_SLOT(x, Matrix_iSym);int j, ncol = length(pslot) - 1,*dims = INTEGER(GET_SLOT(x, Matrix_DimSym)),nrow, *xp = INTEGER(pslot),*xi = INTEGER(islot);nrow = dims[0];if (length(pslot) <= 0)return mkString(_("slot p must have length > 0"));if (xp[0] != 0)return mkString(_("first element of slot p must be zero"));if (length(islot) != xp[ncol])return mkString(_("last element of slot p must match length of slots i and x"));for (j = 0; j < ncol; j++) {if (xp[j] > xp[j+1])return mkString(_("slot p must be non-decreasing"));}for (j = 0; j < length(islot); j++) {if (xi[j] < 0 || xi[j] >= nrow)return mkString(_("all row indices must be between 0 and nrow-1"));}return ScalarLogical(1);}SEXP Csparse_to_dense(SEXP x){cholmod_sparse *chxs = as_cholmod_sparse(x);cholmod_dense *chxd = cholmod_sparse_to_dense(chxs, &c);Free(chxs);return chm_dense_to_SEXP(chxd, 1);}SEXP Csparse_to_logical(SEXP x, SEXP tri){cholmod_sparse *chxs = as_cholmod_sparse(x);cholmod_sparse*chxcp = cholmod_copy(chxs, chxs->stype, CHOLMOD_PATTERN, &c);int uploT = 0; char *diag = "";Free(chxs);if (asLogical(tri)) { /* triangular sparse matrices */uploT = (strcmp(CHAR(asChar(GET_SLOT(x, Matrix_uploSym))), "U")) ?-1 : 1;diag = CHAR(asChar(GET_SLOT(x, Matrix_diagSym)));}return chm_sparse_to_SEXP(chxcp, 1, uploT, diag,GET_SLOT(x, Matrix_DimNamesSym));}SEXP Csparse_to_matrix(SEXP x){cholmod_sparse *chxs = as_cholmod_sparse(x);cholmod_dense *chxd = cholmod_sparse_to_dense(chxs, &c);Free(chxs);return chm_dense_to_matrix(chxd, 1,GET_SLOT(x, Matrix_DimNamesSym));}SEXP Csparse_to_Tsparse(SEXP x, SEXP tri){cholmod_sparse *chxs = as_cholmod_sparse(x);cholmod_triplet *chxt = cholmod_sparse_to_triplet(chxs, &c);int uploT = 0; char *diag = "";Free(chxs);if (asLogical(tri)) { /* triangular sparse matrices */uploT = (*uplo_P(x) == 'U') ? -1 : 1;diag = diag_P(x);}return chm_triplet_to_SEXP(chxt, 1, uploT, diag,GET_SLOT(x, Matrix_DimNamesSym));}/* this used to be called sCMatrix_to_gCMatrix(..) [in ./dsCMatrix.c ]: */SEXP Csparse_symmetric_to_general(SEXP x){cholmod_sparse *chx = as_cholmod_sparse(x), *chgx;if (!(chx->stype))error(_("Nonsymmetric matrix in Csparse_symmeteric_to_general"));chgx = cholmod_copy(chx, /* stype: */ 0, chx->xtype, &c);/* xtype: pattern, "real", complex or .. */Free(chx);return chm_sparse_to_SEXP(chgx, 1, 0, "",GET_SLOT(x, Matrix_DimNamesSym));}SEXP Csparse_transpose(SEXP x, SEXP tri){cholmod_sparse *chx = as_cholmod_sparse(x);cholmod_sparse *chxt = cholmod_transpose(chx, (int) chx->xtype, &c);SEXP dn = PROTECT(duplicate(GET_SLOT(x, Matrix_DimNamesSym))), tmp;int uploT = 0; char *diag = "";Free(chx);tmp = VECTOR_ELT(dn, 0); /* swap the dimnames */SET_VECTOR_ELT(dn, 0, VECTOR_ELT(dn, 1));SET_VECTOR_ELT(dn, 1, tmp);UNPROTECT(1);if (asLogical(tri)) { /* triangular sparse matrices */uploT = (*uplo_P(x) == 'U') ? -1 : 1;diag = diag_P(x);}return chm_sparse_to_SEXP(chxt, 1, uploT, diag, dn);}SEXP Csparse_Csparse_prod(SEXP a, SEXP b){cholmod_sparse *cha = as_cholmod_sparse(a),*chb = as_cholmod_sparse(b);cholmod_sparse *chc = cholmod_ssmult(cha, chb, 0, cha->xtype, 1, &c);SEXP dn = allocVector(VECSXP, 2);Free(cha); Free(chb);SET_VECTOR_ELT(dn, 0, /* establish dimnames */duplicate(VECTOR_ELT(GET_SLOT(a, Matrix_DimNamesSym), 0)));SET_VECTOR_ELT(dn, 1,duplicate(VECTOR_ELT(GET_SLOT(b, Matrix_DimNamesSym), 1)));return chm_sparse_to_SEXP(chc, 1, 0, "", dn);}SEXP Csparse_dense_prod(SEXP a, SEXP b){cholmod_sparse *cha = as_cholmod_sparse(a);cholmod_dense *chb = as_cholmod_dense(b);cholmod_dense *chc =cholmod_allocate_dense(cha->nrow, chb->ncol, cha->nrow, chb->xtype, &c);double alpha[] = {1,0}, beta[] = {0,0};cholmod_sdmult(cha, 0, alpha, beta, chb, chc, &c);Free(cha); Free(chb);return chm_dense_to_SEXP(chc, 1);}SEXP Csparse_dense_crossprod(SEXP a, SEXP b){cholmod_sparse *cha = as_cholmod_sparse(a);cholmod_dense *chb = as_cholmod_dense(b);cholmod_dense *chc =cholmod_allocate_dense(cha->ncol, chb->ncol, cha->ncol, chb->xtype, &c);double alpha[] = {1,0}, beta[] = {0,0};cholmod_sdmult(cha, 1, alpha, beta, chb, chc, &c);Free(cha); Free(chb);return chm_dense_to_SEXP(chc, 1);}SEXP Csparse_crossprod(SEXP x, SEXP trans, SEXP triplet){int trip = asLogical(triplet),tr = asLogical(trans); /* gets reversed because _aat is tcrossprod */cholmod_triplet*cht = trip ? as_cholmod_triplet(x) : (cholmod_triplet*) NULL;cholmod_sparse *chcp, *chxt,*chx = trip ? cholmod_triplet_to_sparse(cht, cht->nnz, &c): as_cholmod_sparse(x);SEXP dn = PROTECT(allocVector(VECSXP, 2));if (!tr)chxt = cholmod_transpose(chx, chx->xtype, &c);chcp = cholmod_aat((!tr) ? chxt : chx, (int *) NULL, 0, chx->xtype, &c);if(!chcp)error("Csparse_crossprod(): error return from cholmod_aat()");cholmod_band_inplace(0, chcp->ncol, chcp->xtype, chcp, &c);chcp->stype = 1;if (trip) {cholmod_free_sparse(&chx, &c);Free(cht);} else {Free(chx);}if (!tr) cholmod_free_sparse(&chxt, &c);/* create dimnames */SET_VECTOR_ELT(dn, 0,duplicate(VECTOR_ELT(GET_SLOT(x, Matrix_DimNamesSym),(tr) ? 1 : 0)));SET_VECTOR_ELT(dn, 1, duplicate(VECTOR_ELT(dn, 0)));UNPROTECT(1);return chm_sparse_to_SEXP(chcp, 1, 0, "", dn);}SEXP Csparse_horzcat(SEXP x, SEXP y){cholmod_sparse *chx = as_cholmod_sparse(x),*chy = as_cholmod_sparse(y), *ans;ans = cholmod_horzcat(chx, chy, 1, &c);Free(chx); Free(chy);/* FIXME: currently drops dimnames */return chm_sparse_to_SEXP(ans, 1, 0, "", R_NilValue);}SEXP Csparse_vertcat(SEXP x, SEXP y){cholmod_sparse *chx = as_cholmod_sparse(x),*chy = as_cholmod_sparse(y), *ans;ans = cholmod_vertcat(chx, chy, 1, &c);Free(chx); Free(chy);/* FIXME: currently drops dimnames */return chm_sparse_to_SEXP(ans, 1, 0, "", R_NilValue);}SEXP Csparse_band(SEXP x, SEXP k1, SEXP k2){cholmod_sparse *chx = as_cholmod_sparse(x), *ans;ans = cholmod_band(chx, asInteger(k1), asInteger(k2), chx->xtype, &c);Free(chx);return chm_sparse_to_SEXP(ans, 1, 0, "", R_NilValue);}SEXP Csparse_diagU2N(SEXP x){cholmod_sparse *chx = as_cholmod_sparse(x);cholmod_sparse *eye = cholmod_speye(chx->nrow, chx->ncol, chx->xtype, &c);double one[] = {1, 0};cholmod_sparse *ans = cholmod_add(chx, eye, one, one, TRUE, TRUE, &c);int uploT = (strcmp(CHAR(asChar(GET_SLOT(x, Matrix_uploSym))), "U")) ?-1 : 1;Free(chx); cholmod_free_sparse(&eye, &c);return chm_sparse_to_SEXP(ans, 1, uploT, "N",duplicate(GET_SLOT(x, Matrix_DimNamesSym)));}SEXP Csparse_submatrix(SEXP x, SEXP i, SEXP j){cholmod_sparse *chx = as_cholmod_sparse(x);int rsize = (isNull(i)) ? -1 : LENGTH(i),csize = (isNull(j)) ? -1 : LENGTH(j);if (rsize >= 0 && !isInteger(i))error(_("Index i must be NULL or integer"));if (csize >= 0 && !isInteger(j))error(_("Index j must be NULL or integer"));return chm_sparse_to_SEXP(cholmod_submatrix(chx, INTEGER(i), rsize,INTEGER(j), csize,TRUE, TRUE, &c),1, 0, "", R_NilValue);}