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//------------------------------------------------------------------------------
// GB_subref_phase0: find vectors of C = A(I,J) and determine I,J properties
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2022, All Rights Reserved.
// SPDX-License-Identifier: Apache-2.0
//------------------------------------------------------------------------------
#include "GB_subref.h"
#define GB_Ai(p) GBI_UNFLIP (Ai, p, avlen)
//------------------------------------------------------------------------------
// GB_find_Ap_start_end
//------------------------------------------------------------------------------
// Find pA and pA_end so that Ai,Ax [pA:pA_end-1] contains the vector
// A(imin:imax,kA). If A(:,kA) is dense, [pA:pA_end-1] is the entire dense
// vector (it is not trimmed). Otherwise, if A(imin:imax,kA) is empty, then
// pA and pA_end are set to -1 to denote an empty list. The resulting pointers
// are then returned in Ap_start [kC] and Ap_end [kC].
static inline void GB_find_Ap_start_end
(
// input, not modified
const int64_t kA,
const int64_t *restrict Ap,
const int64_t *restrict Ai,
const int64_t avlen,
const int64_t imin,
const int64_t imax,
const int64_t kC,
const int64_t nzombies,
// output: Ap_start [kC] and Ap_end [kC]:
int64_t *restrict Ap_start,
int64_t *restrict Ap_end
)
{
//--------------------------------------------------------------------------
// get A(:,kA)
//--------------------------------------------------------------------------
int64_t pA = GBP (Ap, kA, avlen) ;
int64_t pA_end = GBP (Ap, kA+1, avlen) ;
int64_t ajnz = pA_end - pA ;
//--------------------------------------------------------------------------
// trim it to A(imin:imax,kA)
//--------------------------------------------------------------------------
if (ajnz == avlen)
{
//----------------------------------------------------------------------
// A (:,kA) is dense; use pA and pA_end as-is
//----------------------------------------------------------------------
;
}
else if (ajnz == 0 || GB_Ai (pA) > imax || GB_Ai (pA_end-1) < imin)
{
//----------------------------------------------------------------------
// intersection of A(:,kA) and imin:imax is empty
//----------------------------------------------------------------------
pA = -1 ;
pA_end = -1 ;
}
else
{
//----------------------------------------------------------------------
// A (:,kA) is sparse, with at least one entry
//----------------------------------------------------------------------
// trim the leading part of A(:,kA)
if (GB_Ai (pA) < imin)
{
bool found, is_zombie ;
int64_t pright = pA_end - 1 ;
GB_SPLIT_BINARY_SEARCH_ZOMBIE (imin, Ai,
pA, pright, found, nzombies, is_zombie) ;
}
// trim the trailing part of A (:,kA)
if (imin == imax)
{
if (GB_Ai (pA) == imin)
{
// found the the single entry A (i,kA)
pA_end = pA + 1 ;
}
else
{
// A (i,kA) has not been found
pA = -1 ;
pA_end = -1 ;
}
}
else if (imax < GB_Ai (pA_end-1))
{
bool found, is_zombie ;
int64_t pleft = pA ;
int64_t pright = pA_end - 1 ;
GB_SPLIT_BINARY_SEARCH_ZOMBIE (imax, Ai,
pleft, pright, found, nzombies, is_zombie) ;
pA_end = (found) ? (pleft + 1) : pleft ;
}
#ifdef GB_DEBUG
ajnz = pA_end - pA ;
if (ajnz > 0 && Ap != NULL)
{
// A(imin:imax,kA) is now in Ai [pA:pA_end-1]
ASSERT (GB_IMPLIES (Ap [kA] < pA, GB_Ai (pA-1) < imin)) ;
ASSERT (GB_IMPLIES (pA_end < Ap [kA+1], imax < GB_Ai (pA_end))) ;
ASSERT (imin <= GB_Ai (pA)) ;
ASSERT (GB_Ai (pA_end-1) <= imax) ;
}
#endif
}
//--------------------------------------------------------------------------
// return result
//--------------------------------------------------------------------------
// The result [pA:pA_end-1] defines the range of entries that need to be
// accessed for constructing C(:,kC).
Ap_start [kC] = pA ;
Ap_end [kC] = pA_end ;
}
//------------------------------------------------------------------------------
// GB_subref_phase0
//------------------------------------------------------------------------------
#define GB_FREE_WORKSPACE \
{ \
GB_WERK_POP (Count, int64_t) ; \
}
#define GB_FREE_ALL \
{ \
GB_FREE_WORKSPACE ; \
GB_FREE (&Ch, Ch_size) ; \
GB_FREE_WORK (&Ap_start, Ap_start_size) ; \
GB_FREE_WORK (&Ap_end, Ap_end_size) ; \
}
GrB_Info GB_subref_phase0
(
// output
int64_t *restrict *p_Ch, // Ch = C->h hyperlist, or NULL standard
size_t *p_Ch_size,
int64_t *restrict *p_Ap_start, // A(:,kA) starts at Ap_start [kC]
size_t *p_Ap_start_size,
int64_t *restrict *p_Ap_end, // ... and ends at Ap_end [kC] - 1
size_t *p_Ap_end_size,
int64_t *p_Cnvec, // # of vectors in C
bool *p_need_qsort, // true if C must be sorted
int *p_Ikind, // kind of I
int64_t *p_nI, // length of I
int64_t Icolon [3], // for GB_RANGE, GB_STRIDE
int64_t *p_nJ, // length of J
// input, not modified
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 must_sort, // true if C must be returned sorted
GB_Context Context
)
{
//--------------------------------------------------------------------------
// check inputs
//--------------------------------------------------------------------------
ASSERT_MATRIX_OK (A, "A for subref phase 0", GB0) ;
ASSERT (!GB_IS_BITMAP (A)) ; // GB_bitmap_subref is used instead
ASSERT (p_Ch != NULL) ;
ASSERT (p_Ap_start != NULL) ;
ASSERT (p_Ap_end != NULL) ;
ASSERT (p_Cnvec != NULL) ;
ASSERT (p_nJ != NULL) ;
ASSERT (p_Ikind != NULL) ;
ASSERT (p_nI != NULL) ;
ASSERT (Icolon != NULL) ;
ASSERT (I != NULL) ;
ASSERT (J != NULL) ;
GrB_Info info ;
GB_WERK_DECLARE (Count, int64_t) ;
int64_t *restrict Ch = NULL ; size_t Ch_size = 0 ;
int64_t *restrict Ap_start = NULL ; size_t Ap_start_size = 0 ;
int64_t *restrict Ap_end = NULL ; size_t Ap_end_size = 0 ;
(*p_Ch ) = NULL ;
(*p_Ap_start ) = NULL ;
(*p_Ap_end ) = NULL ;
(*p_Cnvec ) = 0 ;
(*p_need_qsort) = false ;
(*p_Ikind ) = 0 ;
(*p_nI ) = 0 ;
(*p_nJ ) = 0 ;
//--------------------------------------------------------------------------
// get A
//--------------------------------------------------------------------------
int64_t *restrict Ap = A->p ; // Ap (but not A->p) may be trimmed
int64_t *restrict Ah = A->h ; // Ah (but not A->h) may be trimmed
int64_t *restrict Ai = A->i ;
int64_t anvec = A->nvec ; // may be trimmed
int64_t avlen = A->vlen ;
int64_t avdim = A->vdim ;
int64_t nzombies = A->nzombies ;
//--------------------------------------------------------------------------
// check the properties of I and J
//--------------------------------------------------------------------------
// C = A(I,J) so I is in range 0:avlen-1 and J is in range 0:avdim-1
int64_t nI, nJ, Jcolon [3] ;
int Ikind, Jkind ;
GB_ijlength (I, ni, avlen, &nI, &Ikind, Icolon) ;
GB_ijlength (J, nj, avdim, &nJ, &Jkind, Jcolon) ;
bool I_unsorted, I_has_dupl, I_contig, J_unsorted, J_has_dupl, J_contig ;
int64_t imin, imax, jmin, jmax ;
info = GB_ijproperties (I, ni, nI, avlen, &Ikind, Icolon,
&I_unsorted, &I_has_dupl, &I_contig, &imin, &imax, Context) ;
if (info != GrB_SUCCESS)
{
// I invalid or out of memory
return (info) ;
}
info = GB_ijproperties (J, nj, nJ, avdim, &Jkind, Jcolon,
&J_unsorted, &J_has_dupl, &J_contig, &jmin, &jmax, Context) ;
if (info != GrB_SUCCESS)
{
// J invalid or out of memory
return (info) ;
}
bool need_qsort = I_unsorted ;
//--------------------------------------------------------------------------
// determine if C is empty
//--------------------------------------------------------------------------
bool C_empty = (nI == 0 || nJ == 0) ;
bool A_is_hyper = (Ah != NULL) ;
//--------------------------------------------------------------------------
// trim the hyperlist of A for (J = jbegin:jend case only)
//--------------------------------------------------------------------------
// Ah, Ap, and anvec are modified to include just the vectors in range
// jmin:jmax, inclusive. A itself is not modified, just the Ah and Ap
// pointers, and the scalar anvec. If J is ":", then jmin is zero and
// jmax is avdim-1, so there is nothing to trim from Ah. If C is empty,
// then Ah and Ap will not be accessed at all, so this can be skipped.
if (!C_empty && A_is_hyper && Jkind == GB_RANGE)
{
//----------------------------------------------------------------------
// trim the leading end of Ah so that it starts with jmin:...
//----------------------------------------------------------------------
if (jmin > 0)
{
bool found ;
int64_t kleft = 0 ;
int64_t kright = anvec-1 ;
GB_SPLIT_BINARY_SEARCH (jmin, Ah, kleft, kright, found) ;
Ah += kleft ;
Ap += kleft ;
anvec -= kleft ;
}
//----------------------------------------------------------------------
// trim the trailing end of Ah so that it ends with ..:jmax
//----------------------------------------------------------------------
if (jmax < avdim-1)
{
bool found ;
int64_t kleft = 0 ;
int64_t kright = anvec-1 ;
GB_SPLIT_BINARY_SEARCH (jmax, Ah, kleft, kright, found) ;
anvec = (found) ? (kleft + 1) : kleft ;
}
// Ah has been trimmed
ASSERT (GB_IMPLIES (anvec > 0, jmin <= Ah [0] && Ah [anvec-1] <= jmax));
}
// Ah may now be empty, after being trimmed
C_empty = C_empty || (anvec == 0) ;
//--------------------------------------------------------------------------
// build the hyper_hash, if needed
//--------------------------------------------------------------------------
bool J_is_all_or_range = (Jkind == GB_ALL || Jkind == GB_RANGE) ;
bool J_is_long_stride = (Jkind == GB_STRIDE && anvec < nJ * 64) ;
bool use_hyper_hash = !C_empty && A_is_hyper &&
!J_is_all_or_range && !J_is_long_stride &&
(A->Y != NULL || nJ > anvec) ;
if (use_hyper_hash)
{
GB_OK (GB_hyper_hash_build (A, Context)) ;
}
const int64_t *restrict A_Yp = (use_hyper_hash) ? A->Y->p : NULL ;
const int64_t *restrict A_Yi = (use_hyper_hash) ? A->Y->i : NULL ;
const int64_t *restrict A_Yx = (use_hyper_hash) ? A->Y->x : NULL ;
const int64_t A_hash_bits = (use_hyper_hash) ? (A->Y->vdim - 1) : 0 ;
//--------------------------------------------------------------------------
// determine # of threads to use
//--------------------------------------------------------------------------
#define NTASKS_PER_THREAD 8
GB_GET_NTHREADS_MAX (nthreads_max, chunk, Context) ;
int nthreads = 1, ntasks = 1 ;
int ntasks_max = nthreads_max * NTASKS_PER_THREAD ;
#define GB_GET_NTHREADS_AND_NTASKS(work) \
{ \
nthreads = GB_nthreads (work, chunk, nthreads_max) ; \
ntasks = (nthreads == 1) ? 1 : (NTASKS_PER_THREAD * nthreads) ; \
ntasks = GB_IMIN (ntasks, work) ; \
ntasks = GB_IMAX (ntasks, 1) ; \
}
//--------------------------------------------------------------------------
// allocate workspace
//--------------------------------------------------------------------------
GB_WERK_PUSH (Count, ntasks_max+1, int64_t) ;
if (Count == NULL)
{
// out of memory
GB_FREE_ALL ;
return (GrB_OUT_OF_MEMORY) ;
}
//--------------------------------------------------------------------------
// compute Cnvec and determine the format of Ch
//--------------------------------------------------------------------------
// Ch is an explicit or implicit array of size Cnvec <= nJ. jC = Ch [kC]
// if C(:,jC) is the (kC)th vector of C. If NULL, then C is standard, and
// jC == kC. jC is in the range 0 to nJ-1.
int64_t Cnvec = 0 ;
int64_t jbegin = Jcolon [GxB_BEGIN] ;
int64_t jinc = Jcolon [GxB_INC ] ;
if (C_empty)
{
//----------------------------------------------------------------------
// C is an empty hypersparse matrix
//----------------------------------------------------------------------
;
}
else if (!A_is_hyper)
{
//----------------------------------------------------------------------
// both C and A are standard matrices
//----------------------------------------------------------------------
Cnvec = nJ ;
GB_GET_NTHREADS_AND_NTASKS (nJ) ;
}
else if (J_is_all_or_range) // (Jkind == GB_ALL || Jkind == GB_RANGE)
{
//----------------------------------------------------------------------
// J is ":" or jbegin:jend
//----------------------------------------------------------------------
// For the case where J is jbegin:jend, Ah has been trimmed (see above).
// Ch is a shifted copy of the trimmed Ah, of length Cnvec = anvec.
// so kA = kC, and jC = Ch [kC] = jA - jmin. Ap has also been trimmed.
Cnvec = anvec ;
ASSERT (Cnvec <= nJ) ;
GB_GET_NTHREADS_AND_NTASKS (anvec) ;
}
else if (J_is_long_stride) // (Jkind == GB_STRIDE && anvec < nJ * 64)
{
//----------------------------------------------------------------------
// J is jbegin:jinc:jend, but J is large
//----------------------------------------------------------------------
// The case for Jkind == GB_STRIDE can be done by either this method,
// or the one below. This takes O(anvec) time, and the one below
// takes O(nj*log2(anvec)), so use this method if anvec < nj * 64.
// Ch is a list of length Cnvec, where Cnvec is the length of
// the intersection of Ah and jbegin:jinc:jend.
// count the length of Ch
Cnvec = 0 ;
GB_GET_NTHREADS_AND_NTASKS (anvec) ;
// scan all of Ah and check each entry if it appears in J
int tid ;
#pragma omp parallel for num_threads(nthreads) schedule(dynamic,1)
for (tid = 0 ; tid < ntasks ; tid++)
{
int64_t kA_start, kA_end, my_Cnvec = 0 ;
GB_PARTITION (kA_start, kA_end, anvec,
(jinc > 0) ? tid : (ntasks-tid-1), ntasks) ;
for (int64_t kA = kA_start ; kA < kA_end ; kA++)
{
int64_t jA = Ah [kA] ;
if (GB_ij_is_in_list (J, nJ, jA, GB_STRIDE, Jcolon))
{
my_Cnvec++ ;
}
}
Count [tid] = my_Cnvec ;
}
GB_cumsum (Count, ntasks, NULL, 1, NULL) ;
Cnvec = Count [ntasks] ;
}
else // Jkind == GB_LIST or GB_STRIDE
{
//----------------------------------------------------------------------
// J is an explicit list, or jbegin:jinc:end
//----------------------------------------------------------------------
// Ch is an explicit list: the intersection of Ah and J
// count the length of Ch
Cnvec = 0 ;
GB_GET_NTHREADS_AND_NTASKS (nJ) ;
// scan all of J and check each entry if it appears in Ah
int tid ;
#pragma omp parallel for num_threads(nthreads) schedule(dynamic,1)
for (tid = 0 ; tid < ntasks ; tid++)
{
int64_t jC_start, jC_end ;
GB_PARTITION (jC_start, jC_end, nJ, tid, ntasks) ;
int64_t my_Cnvec = 0 ;
for (int64_t jC = jC_start ; jC < jC_end ; jC++)
{
int64_t jA = GB_ijlist (J, jC, Jkind, Jcolon) ;
bool found ;
int64_t kA = 0 ;
if (use_hyper_hash)
{
// find jA using the hyper_hash
int64_t ignore1, ignore2 ;
kA = GB_hyper_hash_lookup (Ap, A_Yp, A_Yi, A_Yx,
A_hash_bits, jA, &ignore1, &ignore2) ;
found = (kA >= 0) ;
}
else
{
// find jA using binary search
int64_t kright = anvec-1 ;
GB_BINARY_SEARCH (jA, Ah, kA, kright, found) ;
}
if (found)
{
my_Cnvec++ ;
}
}
Count [tid] = my_Cnvec ;
}
GB_cumsum (Count, ntasks, NULL, 1, NULL) ;
Cnvec = Count [ntasks] ;
}
//--------------------------------------------------------------------------
// allocate Ch, Ap_start, and Ap_end
//--------------------------------------------------------------------------
C_empty = C_empty || (Cnvec == 0) ;
// C is hypersparse if A is hypersparse, or if C is empty
bool C_is_hyper = A_is_hyper || C_empty ;
if (C_is_hyper)
{
Ch = GB_MALLOC (Cnvec, int64_t, &Ch_size) ;
if (Ch == NULL)
{
GB_FREE_ALL ;
return (GrB_OUT_OF_MEMORY) ;
}
}
if (Cnvec > 0)
{
Ap_start = GB_MALLOC_WORK (Cnvec, int64_t, &Ap_start_size) ;
Ap_end = GB_MALLOC_WORK (Cnvec, int64_t, &Ap_end_size) ;
if (Ap_start == NULL || Ap_end == NULL)
{
// out of memory
GB_FREE_ALL ;
return (GrB_OUT_OF_MEMORY) ;
}
}
//--------------------------------------------------------------------------
// create Ch, Ap_start, and Ap_end
//--------------------------------------------------------------------------
// For the (kC)th vector of C, which corresponds to the (kA)th vector of A,
// pA = Ap_start [kC] and pA_end = Ap_end [kC] are pointers to the range
// of entries in A(imin:imax,kA).
if (C_empty)
{
//----------------------------------------------------------------------
// C is an empty hypersparse matrix
//----------------------------------------------------------------------
;
}
else if (!A_is_hyper)
{
//----------------------------------------------------------------------
// both C and A are standard matrices
//----------------------------------------------------------------------
int64_t jC ;
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (jC = 0 ; jC < nJ ; jC++)
{
int64_t jA = GB_ijlist (J, jC, Jkind, Jcolon) ;
GB_find_Ap_start_end (jA, Ap, Ai, avlen, imin, imax,
jC, nzombies, Ap_start, Ap_end) ;
}
}
else if (J_is_all_or_range) // (Jkind == GB_ALL || Jkind == GB_RANGE)
{
//----------------------------------------------------------------------
// J is ":" or jbegin:jend
//----------------------------------------------------------------------
// C and A are both hypersparse. Ch is a shifted copy of the trimmed
// Ah, of length Cnvec = anvec. so kA = kC. Ap has also been trimmed.
int64_t kC ;
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (kC = 0 ; kC < Cnvec ; kC++)
{
int64_t kA = kC ;
int64_t jA = Ah [kA] ;
int64_t jC = jA - jmin ;
Ch [kC] = jC ;
GB_find_Ap_start_end (kA, Ap, Ai, avlen, imin, imax,
kC, nzombies, Ap_start, Ap_end) ;
}
}
else if (J_is_long_stride) // (Jkind == GB_STRIDE && anvec < nJ * 64)
{
//----------------------------------------------------------------------
// J is jbegin:jinc:jend where jinc may be positive or negative
//----------------------------------------------------------------------
// C and A are both hypersparse. Ch is constructed by scanning all
// vectors in Ah [0..anvec-1] and checking if they appear in the
// jbegin:jinc:jend sequence.
if (jinc > 0)
{
int tid ;
#pragma omp parallel for num_threads(nthreads) schedule(dynamic,1)
for (tid = 0 ; tid < ntasks ; tid++)
{
int64_t kA_start, kA_end ;
GB_PARTITION (kA_start, kA_end, anvec, tid, ntasks) ;
int64_t kC = Count [tid] ;
for (int64_t kA = kA_start ; kA < kA_end ; kA++)
{
int64_t jA = Ah [kA] ;
if (GB_ij_is_in_list (J, nJ, jA, GB_STRIDE, Jcolon))
{
int64_t jC = (jA - jbegin) / jinc ;
Ch [kC] = jC ;
GB_find_Ap_start_end (kA, Ap, Ai, avlen, imin, imax,
kC, nzombies, Ap_start, Ap_end) ;
kC++ ;
}
}
}
}
else
{
int tid;
#pragma omp parallel for num_threads(nthreads) schedule(dynamic,1)
for (tid = 0 ; tid < ntasks ; tid++)
{
int64_t kA_start, kA_end ;
GB_PARTITION (kA_start, kA_end, anvec, ntasks-tid-1, ntasks) ;
int64_t kC = Count [tid] ;
for (int64_t kA = kA_end-1 ; kA >= kA_start ; kA--)
{
int64_t jA = Ah [kA] ;
if (GB_ij_is_in_list (J, nJ, jA, GB_STRIDE, Jcolon))
{
int64_t jC = (jA - jbegin) / jinc ;
Ch [kC] = jC ;
GB_find_Ap_start_end (kA, Ap, Ai, avlen, imin, imax,
kC, nzombies, Ap_start, Ap_end) ;
kC++ ;
}
}
}
}
}
else // Jkind == GB_LIST or GB_STRIDE
{
//----------------------------------------------------------------------
// J is an explicit list, or jbegin:jinc:jend
//----------------------------------------------------------------------
// C and A are both hypersparse. Ch is constructed by scanning the
// list J, or the entire jbegin:jinc:jend sequence. Each vector is
// then found in Ah, via binary search.
int tid ;
#pragma omp parallel for num_threads(nthreads) schedule(dynamic,1)
for (tid = 0 ; tid < ntasks ; tid++)
{
int64_t jC_start, jC_end ;
GB_PARTITION (jC_start, jC_end, nJ, tid, ntasks) ;
int64_t kC = Count [tid] ;
for (int64_t jC = jC_start ; jC < jC_end ; jC++)
{
int64_t jA = GB_ijlist (J, jC, Jkind, Jcolon) ;
bool found ;
int64_t kA = 0 ;
if (use_hyper_hash)
{
// find jA using the hyper_hash
int64_t ignore1, ignore2 ;
kA = GB_hyper_hash_lookup (Ap, A_Yp, A_Yi, A_Yx,
A_hash_bits, jA, &ignore1, &ignore2) ;
found = (kA >= 0) ;
}
else
{
// find jA using binary search
int64_t kright = anvec-1 ;
GB_BINARY_SEARCH (jA, Ah, kA, kright, found) ;
}
if (found)
{
ASSERT (jA == Ah [kA]) ;
Ch [kC] = jC ;
GB_find_Ap_start_end (kA, Ap, Ai, avlen, imin, imax,
kC, nzombies, Ap_start, Ap_end) ;
kC++ ;
}
}
}
}
//--------------------------------------------------------------------------
// check result
//--------------------------------------------------------------------------
#ifdef GB_DEBUG
for (int64_t kC = 0 ; kC < Cnvec ; kC++)
{
// jC is the (kC)th vector of C = A(I,J)
int64_t jC = GBH (Ch, kC) ;
int64_t jA = GB_ijlist (J, jC, Jkind, Jcolon) ;
// jA is the corresponding (kA)th vector of A.
int64_t kA = 0 ;
int64_t pright = A->nvec - 1 ;
int64_t pA_start_all, pA_end_all ;
bool found = GB_lookup (A->h != NULL, // for debug only
A->h, A->p, A->vlen, &kA, pright, jA, &pA_start_all, &pA_end_all) ;
if (found && A->h != NULL)
{
ASSERT (jA == A->h [kA]) ;
}
int64_t pA = Ap_start [kC] ;
int64_t pA_end = Ap_end [kC] ;
int64_t ajnz = pA_end - pA ;
if (ajnz == avlen)
{
// A(:,kA) is dense; Ai [pA:pA_end-1] is the entire vector.
// C(:,kC) will have exactly nI entries.
ASSERT (pA == pA_start_all) ;
ASSERT (pA_end == pA_end_all ) ;
;
}
else if (ajnz > 0)
{
// A(imin:imax,kA) has at least one entry, in Ai [pA:pA_end-1]
ASSERT (imin <= GB_Ai (pA)) ;
ASSERT (GB_Ai (pA_end-1) <= imax) ;
ASSERT (pA_start_all <= pA && pA < pA_end && pA_end <= pA_end_all) ;
}
else
{
// A(imin:imax,kA) and C(:,kC) are empty
;
}
}
#endif
//--------------------------------------------------------------------------
// free workspace and return result
//--------------------------------------------------------------------------
GB_FREE_WORKSPACE ;
(*p_Ch ) = Ch ; (*p_Ch_size) = Ch_size ;
(*p_Ap_start ) = Ap_start ; (*p_Ap_start_size) = Ap_start_size ;
(*p_Ap_end ) = Ap_end ; (*p_Ap_end_size) = Ap_end_size ;
(*p_Cnvec ) = Cnvec ;
(*p_need_qsort) = need_qsort ;
(*p_Ikind ) = Ikind ;
(*p_nI ) = nI ;
(*p_nJ ) = nJ ;
return (GrB_SUCCESS) ;
}
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