1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261
|
//------------------------------------------------------------------------------
// GB_subref: C = A(I,J)
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2022, All Rights Reserved.
// SPDX-License-Identifier: Apache-2.0
//------------------------------------------------------------------------------
// C=A(I,J), either symbolic or numeric. In a symbolic extraction, Cx [p] is
// not the value of A(i,j), but its position in Ai,Ax. That is, pA = Cx [p]
// means that the entry at position p in C is the same as the entry in A at
// position pA. In this case, Cx has a type of int64_t.
// Numeric extraction: C is iso if A is iso or C_iso is true on input
// Sparse submatrix reference, C = A(I,J), extracting the values. This is
// an internal function called by GB_extract with symbolic==false, which
// does the work of the user-callable GrB_*_extract methods. It is also
// called by GB_assign to extract the submask. No pending tuples or
// zombies appear in A.
// Symbolic extraction: C is never iso
// Sparse submatrix reference, C = A(I,J), extracting the pattern, not the
// values. For the symbolic case, this function is called only by
// GB_subassign_symbolic. Symbolic extraction creates a matrix C with the
// same pattern (C->p and C->i) as numeric extraction, but with different
// values, C->x. For numeric extracion if C(inew,jnew) = A(i,j), the
// value of A(i,j) is copied into C(i,j). For symbolic extraction, its
// *pointer* is copied into C(i,j). Suppose an entry A(i,j) is held in
// Ai [pa] and Ax [pa], and it appears in the output matrix C in Ci [pc]
// and Cx [pc]. Then the two methods differ as follows:
// this is the same:
// i = Ai [pa] ; // index i of entry A(i,j)
// aij = Ax [pa] ; // value of the entry A(i,j)
// Ci [pc] = inew ; // index inew of C(inew,jnew)
// this is different:
// Cx [pc] = aij ; // for numeric extraction
// Cx [pc] = pa ; // for symbolic extraction
// This function is called with symbolic==true by only by
// GB_subassign_symbolic, which uses it to extract the pattern of C(I,J),
// for the submatrix assignment C(I,J)=A. In this case, this function
// needs to deal with zombie entries. GB_subassign_symbolic uses this
// function on its C matrix, which is called A here because it is not
// modified here.
// Reading a zombie entry: A zombie entry A(i,j) has been marked by
// flipping its index. The value of a zombie is not important, just its
// presence in the pattern. All zombies have been flipped (i < 0), and
// all regular entries are not flipped (i >= 0). Zombies are entries that
// have been marked for deletion but have not been removed from the matrix
// yet, since it's more efficient to delete zombies all at once rather
// than one at a time.
// The symbolic case is zombie-agnostic, in the sense that it does not
// delete them. It treats them like regular entries. However, their
// normal index must be used, not their flipped indices. The output
// matrix C contains all unflipped indices, and its references to zombies
// and regular entries are identical. Zombies in A are dealt with later.
// They cannot be detected in the output C matrix, but they can be
// detected in A. Since pa = Cx [pc] holds the position of the entry in
// A, the entry is a zombie if Ai [pa] has been flipped.
// For symbolic extractionm, pending tuples can appear in the input matrix
// A. These are ignored.
#define GB_FREE_WORKSPACE \
{ \
GB_FREE_WORK (&TaskList, TaskList_size) ; \
GB_FREE_WORK (&Ap_start, Ap_start_size) ; \
GB_FREE_WORK (&Ap_end, Ap_end_size) ; \
GB_FREE_WORK (&Mark, Mark_size) ; \
GB_FREE_WORK (&Inext, Inext_size) ; \
}
#define GB_FREE_ALL \
{ \
GB_FREE (&Cp, Cp_size) ; \
GB_FREE (&Ch, Ch_size) ; \
GB_FREE_WORKSPACE ; \
}
#include "GB_subref.h"
GB_PUBLIC
GrB_Info GB_subref // C = A(I,J): either symbolic or numeric
(
// output
GrB_Matrix C, // output matrix, static header
// input, not modified
bool C_iso, // if true, return C as iso, regardless of A
const bool C_is_csc, // requested format of C
const GrB_Matrix A,
const GrB_Index *I, // index list for C = A(I,J), or GrB_ALL, etc.
const int64_t ni, // length of I, or special
const GrB_Index *J, // index list for C = A(I,J), or GrB_ALL, etc.
const int64_t nj, // length of J, or special
const bool symbolic, // if true, construct C as symbolic
GB_Context Context
)
{
//--------------------------------------------------------------------------
// check inputs
//--------------------------------------------------------------------------
GrB_Info info ;
ASSERT (C != NULL && (C->static_header || GBNSTATIC)) ;
ASSERT_MATRIX_OK (A, "A for C=A(I,J) subref", GB0) ;
ASSERT (GB_ZOMBIES_OK (A)) ;
ASSERT (GB_JUMBLED_OK (A)) ; // A is sorted, below, if jumbled on input
ASSERT (GB_PENDING_OK (A)) ;
//--------------------------------------------------------------------------
// check if C is iso and get its iso value
//--------------------------------------------------------------------------
GrB_Type ctype = (symbolic) ? GrB_INT64 : A->type ;
size_t csize = ctype->size ;
GB_void cscalar [GB_VLA(csize)] ;
memset (cscalar, 0, csize) ;
if (symbolic)
{
// symbolic extraction never results in an iso matrix
C_iso = false ;
}
else
{
// determine if C is iso and get the iso scalar
if (A->iso)
{
memcpy (cscalar, A->x, csize) ;
C_iso = true ;
}
}
if (C_iso)
{
GBURBLE ("(iso subref) ") ;
}
//--------------------------------------------------------------------------
// handle bitmap and full cases
//--------------------------------------------------------------------------
if (GB_IS_BITMAP (A) || GB_IS_FULL (A))
{
// C is constructed with same sparsity as A (bitmap or full)
return (GB_bitmap_subref (C, C_iso, cscalar, C_is_csc, A, I, ni, J, nj,
symbolic, Context)) ;
}
//--------------------------------------------------------------------------
// initializations
//--------------------------------------------------------------------------
int64_t *Cp = NULL ; size_t Cp_size = 0 ;
int64_t *Ch = NULL ; size_t Ch_size = 0 ;
int64_t *Ap_start = NULL ; size_t Ap_start_size = 0 ;
int64_t *Ap_end = NULL ; size_t Ap_end_size = 0 ;
int64_t *Mark = NULL ; size_t Mark_size = 0 ;
int64_t *Inext = NULL ; size_t Inext_size = 0 ;
GB_task_struct *TaskList = NULL ; size_t TaskList_size = 0 ;
int64_t Cnvec = 0, nI = 0, nJ, Icolon [3], Cnvec_nonempty, ndupl ;
bool post_sort, need_qsort ;
int Ikind, ntasks, nthreads ;
//--------------------------------------------------------------------------
// ensure A is unjumbled
//--------------------------------------------------------------------------
// Ensure input matrix is not jumbled. Zombies are OK.
// Pending tuples are OK (and ignored) for symbolic extraction.
// GB_subref_phase0 may build the hyper_hash.
GB_MATRIX_WAIT_IF_JUMBLED (A) ;
//--------------------------------------------------------------------------
// phase0: find vectors for C=A(I,J), and I,J properties
//--------------------------------------------------------------------------
GB_OK (GB_subref_phase0 (
// computed by phase0:
&Ch, &Ch_size, &Ap_start, &Ap_start_size, &Ap_end, &Ap_end_size,
&Cnvec, &need_qsort, &Ikind, &nI, Icolon, &nJ,
// original input:
A, I, ni, J, nj, Context)) ;
//--------------------------------------------------------------------------
// phase1: split C=A(I,J) into tasks for phase2 and phase3
//--------------------------------------------------------------------------
// This phase also inverts I if needed.
GB_OK (GB_subref_slice (
// computed by phase1:
&TaskList, &TaskList_size, &ntasks, &nthreads, &post_sort,
&Mark, &Mark_size, &Inext, &Inext_size, &ndupl,
// computed by phase0:
Ap_start, Ap_end, Cnvec, need_qsort, Ikind, nI, Icolon,
// original input:
A->vlen, GB_nnz (A), I, Context)) ;
//--------------------------------------------------------------------------
// phase2: count the number of entries in each vector of C
//--------------------------------------------------------------------------
GB_OK (GB_subref_phase2 (
// computed by phase2:
&Cp, &Cp_size, &Cnvec_nonempty,
// computed by phase1:
TaskList, ntasks, nthreads, Mark, Inext, ndupl,
// computed by phase0:
Ap_start, Ap_end, Cnvec, need_qsort, Ikind, nI, Icolon,
// original input:
A, I, symbolic, Context)) ;
//--------------------------------------------------------------------------
// phase3: compute the entries (indices and values) in each vector of C
//--------------------------------------------------------------------------
GB_OK (GB_subref_phase3 (
// computed by phase3:
C,
// from phase2:
&Cp, Cp_size, Cnvec_nonempty,
// from phase1:
TaskList, ntasks, nthreads, post_sort, Mark, Inext, ndupl,
// from phase0:
&Ch, Ch_size, Ap_start, Ap_end, Cnvec, need_qsort,
Ikind, nI, Icolon, nJ,
// from the iso test above:
C_iso, cscalar,
// original input:
C_is_csc, A, I, symbolic, Context)) ;
// Cp and Ch have been imported into C->p and C->h, or freed if phase3
// fails. Either way, Cp and Ch are set to NULL so that they cannot be
// freed here (except by freeing C itself).
// free workspace
GB_FREE_WORKSPACE ;
//--------------------------------------------------------------------------
// return result
//--------------------------------------------------------------------------
// C can be returned jumbled, even if A is not jumbled
ASSERT_MATRIX_OK (C, "C output for C=A(I,J)", GB0) ;
ASSERT (GB_ZOMBIES_OK (C)) ;
ASSERT (GB_JUMBLED_OK (C)) ;
ASSERT (GB_IS_SPARSE (A) || GB_IS_HYPERSPARSE (A)) ;
return (GrB_SUCCESS) ;
}
|