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//------------------------------------------------------------------------------
// GB_sort: sort all vectors in a matrix
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2022, All Rights Reserved.
// SPDX-License-Identifier: Apache-2.0
//------------------------------------------------------------------------------
#include "GB_sort.h"
#include "GB_werk.h"
#include "GB_transpose.h"
#include "GB_ek_slice.h"
// macros:
// GB_SORT (func) defined as GB_sort_func_TYPE_ascend or _descend,
// GB_msort_ISO_ascend or _descend,
// or GB_msort_func_UDT
// GB_TYPE bool, int8_, ... or GB_void for UDT
// GB_ADDR(A,p) A+p for builtin, A + p * GB_SIZE otherwise
// GB_SIZE size of each entry: sizeof (GB_TYPE) for built-in
// GB_GET(x,X,i) x = (op->xtype) X [i]
// GB_COPY(A,i,C,k) A [i] = C [k]
// GB_SWAP(A,i,k) swap A [i] and A [k]
// GB_LT compare two entries, x < y
//------------------------------------------------------------------------------
// macros for all built-in types
//------------------------------------------------------------------------------
#define GB_SORT_UDT 0
#define GB_ADDR(A,i) ((A) + (i))
#define GB_GET(x,A,i) GB_TYPE x = A [i]
#define GB_COPY(A,i,B,j) A [i] = B [j]
#define GB_SIZE sizeof (GB_TYPE)
#define GB_SWAP(A,i,j) { GB_TYPE t = A [i] ; A [i] = A [j] ; A [j] = t ; }
//------------------------------------------------------------------------------
// ascending sort for built-in types
//------------------------------------------------------------------------------
#define GB_LT(less,a,i,b,j) \
less = (((a) < (b)) ? true : (((a) == (b)) ? ((i) < (j)) : false))
#define GB_TYPE bool
#define GB_SORT(func) GB_EVAL3 (GB(sort_), func, _ascend_BOOL)
#include "GB_sort_template.c"
#define GB_TYPE int8_t
#define GB_SORT(func) GB_EVAL3 (GB(sort_), func, _ascend_INT8)
#include "GB_sort_template.c"
#define GB_TYPE int16_t
#define GB_SORT(func) GB_EVAL3 (GB(sort_), func, _ascend_INT16)
#include "GB_sort_template.c"
#define GB_TYPE int32_t
#define GB_SORT(func) GB_EVAL3 (GB(sort_), func, _ascend_INT32)
#include "GB_sort_template.c"
#define GB_TYPE int64_t
#define GB_SORT(func) GB_EVAL3 (GB(sort_), func, _ascend_INT64)
#include "GB_sort_template.c"
#define GB_TYPE uint8_t
#define GB_SORT(func) GB_EVAL3 (GB(sort_), func, _ascend_UINT8)
#include "GB_sort_template.c"
#define GB_TYPE uint16_t
#define GB_SORT(func) GB_EVAL3 (GB(sort_), func, _ascend_UINT16)
#include "GB_sort_template.c"
#define GB_TYPE uint32_t
#define GB_SORT(func) GB_EVAL3 (GB(sort_), func, _ascend_UINT32)
#include "GB_sort_template.c"
#define GB_TYPE uint64_t
#define GB_SORT(func) GB_EVAL3 (GB(sort_), func, _ascend_UINT64)
#include "GB_sort_template.c"
#define GB_TYPE float
#define GB_SORT(func) GB_EVAL3 (GB(sort_), func, _ascend_FP32)
#include "GB_sort_template.c"
#define GB_TYPE double
#define GB_SORT(func) GB_EVAL3 (GB(sort_), func, _ascend_FP64)
#include "GB_sort_template.c"
//------------------------------------------------------------------------------
// descending sort for built-in types
//------------------------------------------------------------------------------
#undef GB_LT
#define GB_LT(less,a,i,b,j) \
less = (((a) > (b)) ? true : (((a) == (b)) ? ((i) < (j)) : false))
#define GB_TYPE bool
#define GB_SORT(func) GB_EVAL3 (GB(sort_), func, _descend_BOOL)
#include "GB_sort_template.c"
#define GB_TYPE int8_t
#define GB_SORT(func) GB_EVAL3 (GB(sort_), func, _descend_INT8)
#include "GB_sort_template.c"
#define GB_TYPE int16_t
#define GB_SORT(func) GB_EVAL3 (GB(sort_), func, _descend_INT16)
#include "GB_sort_template.c"
#define GB_TYPE int32_t
#define GB_SORT(func) GB_EVAL3 (GB(sort_), func, _descend_INT32)
#include "GB_sort_template.c"
#define GB_TYPE int64_t
#define GB_SORT(func) GB_EVAL3 (GB(sort_), func, _descend_INT64)
#include "GB_sort_template.c"
#define GB_TYPE uint8_t
#define GB_SORT(func) GB_EVAL3 (GB(sort_), func, _descend_UINT8)
#include "GB_sort_template.c"
#define GB_TYPE uint16_t
#define GB_SORT(func) GB_EVAL3 (GB(sort_), func, _descend_UINT16)
#include "GB_sort_template.c"
#define GB_TYPE uint32_t
#define GB_SORT(func) GB_EVAL3 (GB(sort_), func, _descend_UINT32)
#include "GB_sort_template.c"
#define GB_TYPE uint64_t
#define GB_SORT(func) GB_EVAL3 (GB(sort_), func, _descend_UINT64)
#include "GB_sort_template.c"
#define GB_TYPE float
#define GB_SORT(func) GB_EVAL3 (GB(sort_), func, _descend_FP32)
#include "GB_sort_template.c"
#define GB_TYPE double
#define GB_SORT(func) GB_EVAL3 (GB(sort_), func, _descend_FP64)
#include "GB_sort_template.c"
//------------------------------------------------------------------------------
// macros for user-defined types and when typecasting is performed
//------------------------------------------------------------------------------
#undef GB_ADDR
#undef GB_GET
#undef GB_COPY
#undef GB_SIZE
#undef GB_SWAP
#undef GB_LT
#define GB_ADDR(A,i) ((A) + (i) * csize)
#define GB_GET(x,A,i) GB_void x [GB_VLA(xsize)] ; \
fcast (x, GB_ADDR (A, i), csize)
#define GB_COPY(A,i,B,j) memcpy (GB_ADDR (A, i), GB_ADDR (B, j), csize)
#define GB_SIZE csize
#define GB_TYPE GB_void
#define GB_SWAP(A,i,j) \
{ \
GB_void t [GB_VLA(csize)] ; /* declare the scalar t */ \
memcpy (t, GB_ADDR (A, i), csize) ; /* t = A [i] */ \
GB_COPY (A, i, A, j) ; /* A [i] = A [j] */ \
memcpy (GB_ADDR (A, j), t, csize) ; /* A [j] = t */ \
}
#define GB_LT(less,a,i,b,j) \
{ \
flt (&less, a, b) ; /* less = (a < b) */ \
if (!less) \
{ \
/* check for equality and tie-break on index */ \
bool more ; \
flt (&more, b, a) ; /* more = (b < a) */ \
less = (more) ? false : ((i) < (j)) ; \
} \
}
#undef GB_SORT_UDT
#define GB_SORT_UDT 1
#define GB_SORT(func) GB_EVAL3 (GB(sort_), func, _UDT)
#include "GB_sort_template.c"
//------------------------------------------------------------------------------
// GB_sort
//------------------------------------------------------------------------------
#undef GB_FREE_WORKSPACE
#define GB_FREE_WORKSPACE \
{ \
GB_WERK_POP (C_ek_slicing, int64_t) ; \
GB_Matrix_free (&T) ; \
}
#undef GB_FREE_ALL
#define GB_FREE_ALL \
{ \
GB_FREE_WORKSPACE ; \
if (!C_is_NULL) GB_phybix_free (C) ; \
GB_phybix_free (P) ; \
}
// redefine to use the revised GB_FREE_ALL above:
#include "GB_static_header.h"
GrB_Info GB_sort
(
// output:
GrB_Matrix C, // matrix with sorted vectors on output
GrB_Matrix P, // matrix with permutations on output
// input:
GrB_BinaryOp op, // comparator for the sort
GrB_Matrix A, // matrix to sort
const bool A_transpose, // false: sort each row, true: sort each column
GB_Context Context
)
{
//--------------------------------------------------------------------------
// check inputs
//--------------------------------------------------------------------------
GrB_Info info ;
ASSERT_MATRIX_OK (A, "A for GB_sort", GB0) ;
ASSERT_BINARYOP_OK (op, "op for GB_sort", GB0) ;
GrB_Matrix T = NULL ;
struct GB_Matrix_opaque T_header ;
GB_WERK_DECLARE (C_ek_slicing, int64_t) ;
GB_GET_NTHREADS_MAX (nthreads_max, chunk, Context) ;
bool C_is_NULL = (C == NULL) ;
if (C_is_NULL && P == NULL)
{
// either C, or P, or both must be present
return (GrB_NULL_POINTER) ;
}
GrB_Type atype = A->type ;
GrB_Type ctype = (C_is_NULL) ? atype : C->type ;
GrB_Type ptype = (P == NULL) ? GrB_INT64 : P->type ;
if (op->ztype != GrB_BOOL || op->xtype != op->ytype || atype != ctype
|| !(ptype == GrB_INT64 || ptype == GrB_UINT64)
|| !GB_Type_compatible (atype, op->xtype))
{
// op must return bool, and its inputs x and y must have the same type;
// the types of A and C must match exactly; P must be INT64 or UINT64;
// A and C must be typecasted to the input type of the op.
return (GrB_DOMAIN_MISMATCH) ;
}
int64_t anrows = GB_NROWS (A) ;
int64_t ancols = GB_NCOLS (A) ;
if ((C != NULL && (GB_NROWS (C) != anrows || GB_NCOLS (C) != ancols)) ||
(P != NULL && (GB_NROWS (P) != anrows || GB_NCOLS (P) != ancols)))
{
// C and P must have the same dimensions as A
return (GrB_DIMENSION_MISMATCH) ;
}
bool A_iso = A->iso ;
bool sort_in_place = (A == C) ;
// free any prior content of C and P
GB_phybix_free (P) ;
if (!sort_in_place)
{
GB_phybix_free (C) ;
}
//--------------------------------------------------------------------------
// make a copy of A, unless it is aliased with C
//--------------------------------------------------------------------------
if (C_is_NULL)
{
// C is a temporary matrix, which is freed when done
GB_CLEAR_STATIC_HEADER (T, &T_header) ;
C = T ;
}
if (A_transpose)
{
// ensure C is in sparse or hypersparse CSC format
if (A->is_csc)
{
// A is already CSC
if (!sort_in_place)
{
// A = C
GB_OK (GB_dup_worker (&C, A_iso, A, true, atype, Context)) ;
}
}
else
{
// A is CSR but C must be CSC
if (sort_in_place)
{
// A = A'
GB_OK (GB_transpose_in_place (A, true, Context)) ;
}
else
{
// C = A'
GB_OK (GB_transpose_cast (C, atype, true, A, false, Context)) ;
}
}
}
else
{
// ensure C is in sparse or hypersparse CSR format
if (!A->is_csc)
{
// A is already CSR
if (!sort_in_place)
{
// A = C
GB_OK (GB_dup_worker (&C, A_iso, A, true, atype, Context)) ;
}
}
else
{
// A is CSC but C must be CSR
if (sort_in_place)
{
// A = A'
GB_OK (GB_transpose_in_place (A, false, Context)) ;
}
else
{
// C = A'
GB_OK (GB_transpose_cast (C, atype, false, A, false, Context)) ;
}
}
}
// ensure C is sparse or hypersparse
if (GB_IS_BITMAP (C) || GB_IS_FULL (C))
{
GB_OK (GB_convert_any_to_sparse (C, Context)) ;
}
//--------------------------------------------------------------------------
// sort C in place
//--------------------------------------------------------------------------
GB_Opcode opcode = op->opcode ;
GB_Type_code acode = atype->code ;
if ((op->xtype == atype) && (op->ytype == atype) &&
(opcode == GB_LT_binop_code || opcode == GB_GT_binop_code) &&
(acode < GB_UDT_code))
{
//----------------------------------------------------------------------
// no typecasting, using built-in < or > operators, builtin types
//----------------------------------------------------------------------
if (opcode == GB_LT_binop_code)
{
// ascending sort
switch (acode)
{
case GB_BOOL_code :
GB_OK (GB(sort_matrix_ascend_BOOL )(C, Context)) ; break ;
case GB_INT8_code :
GB_OK (GB(sort_matrix_ascend_INT8 )(C, Context)) ; break ;
case GB_INT16_code :
GB_OK (GB(sort_matrix_ascend_INT16 )(C, Context)) ; break ;
case GB_INT32_code :
GB_OK (GB(sort_matrix_ascend_INT32 )(C, Context)) ; break ;
case GB_INT64_code :
GB_OK (GB(sort_matrix_ascend_INT64 )(C, Context)) ; break ;
case GB_UINT8_code :
GB_OK (GB(sort_matrix_ascend_UINT8 )(C, Context)) ; break ;
case GB_UINT16_code :
GB_OK (GB(sort_matrix_ascend_UINT16 )(C, Context)) ; break ;
case GB_UINT32_code :
GB_OK (GB(sort_matrix_ascend_UINT32 )(C, Context)) ; break ;
case GB_UINT64_code :
GB_OK (GB(sort_matrix_ascend_UINT64 )(C, Context)) ; break ;
case GB_FP32_code :
GB_OK (GB(sort_matrix_ascend_FP32 )(C, Context)) ; break ;
case GB_FP64_code :
GB_OK (GB(sort_matrix_ascend_FP64 )(C, Context)) ; break ;
default:;
}
}
else // opcode == GB_GT_binop_code
{
// descending sort
switch (acode)
{
case GB_BOOL_code :
GB_OK (GB(sort_matrix_descend_BOOL )(C, Context)) ; break ;
case GB_INT8_code :
GB_OK (GB(sort_matrix_descend_INT8 )(C, Context)) ; break ;
case GB_INT16_code :
GB_OK (GB(sort_matrix_descend_INT16 )(C, Context)) ; break ;
case GB_INT32_code :
GB_OK (GB(sort_matrix_descend_INT32 )(C, Context)) ; break ;
case GB_INT64_code :
GB_OK (GB(sort_matrix_descend_INT64 )(C, Context)) ; break ;
case GB_UINT8_code :
GB_OK (GB(sort_matrix_descend_UINT8 )(C, Context)) ; break ;
case GB_UINT16_code :
GB_OK (GB(sort_matrix_descend_UINT16)(C, Context)) ; break ;
case GB_UINT32_code :
GB_OK (GB(sort_matrix_descend_UINT32)(C, Context)) ; break ;
case GB_UINT64_code :
GB_OK (GB(sort_matrix_descend_UINT64)(C, Context)) ; break ;
case GB_FP32_code :
GB_OK (GB(sort_matrix_descend_FP32 )(C, Context)) ; break ;
case GB_FP64_code :
GB_OK (GB(sort_matrix_descend_FP64 )(C, Context)) ; break ;
default:;
}
}
}
else
{
//----------------------------------------------------------------------
// typecasting, user-defined types, or unconventional operators
//----------------------------------------------------------------------
GB_OK (GB (sort_matrix_UDT) (C, op, Context)) ;
}
//--------------------------------------------------------------------------
// constuct the final indices
//--------------------------------------------------------------------------
int64_t cnz = GB_nnz (C) ;
int64_t cnvec = C->nvec ;
int64_t *restrict Ti = NULL ;
if (P == NULL)
{
// P is not constructed; use C->i to construct the new indices
Ti = C->i ;
}
else
{
// allocate P->i and use it to construct the new indices
P->i = GB_MALLOC (cnz, int64_t, &(P->i_size)) ;
if (P->i == NULL)
{
// out of memory
GB_FREE_ALL ;
return (GrB_OUT_OF_MEMORY) ;
}
Ti = P->i ;
}
int C_nthreads, C_ntasks ;
GB_SLICE_MATRIX (C, 1, chunk) ;
int64_t *restrict Cp = C->p ;
const int64_t cvlen = C->vlen ;
int tid ;
#pragma omp parallel for num_threads(C_nthreads) schedule(static,1)
for (tid = 0 ; tid < C_ntasks ; tid++)
{
int64_t kfirst = kfirst_Cslice [tid] ;
int64_t klast = klast_Cslice [tid] ;
for (int64_t k = kfirst ; k <= klast ; k++)
{
const int64_t pC0 = Cp [k] ;
int64_t pC_start, pC_end ;
GB_get_pA (&pC_start, &pC_end, tid, k,
kfirst, klast, pstart_Cslice, Cp, cvlen) ;
for (int64_t pC = pC_start ; pC < pC_end ; pC++)
{
Ti [pC] = pC - pC0 ;
}
}
}
//--------------------------------------------------------------------------
// construct P
//--------------------------------------------------------------------------
bool C_is_hyper = GB_IS_HYPERSPARSE (C) ;
if (P != NULL)
{
P->is_csc = C->is_csc ;
P->nvec = C->nvec ;
P->nvec_nonempty = C->nvec_nonempty ;
P->iso = false ;
P->vlen = C->vlen ;
P->vdim = C->vdim ;
if (C_is_NULL)
{
// the values of C are not needed. The indices of C become the
// values of P, Cp becomes Pp, and Ch (if present) becomes Ph.
P->x = C->i ; C->i = NULL ; P->x_size = C->i_size ;
P->p = C->p ; C->p = NULL ; P->p_size = C->p_size ;
P->h = C->h ; C->h = NULL ; P->h_size = C->h_size ;
P->plen = C->plen ;
}
else
{
// C is required on output. The indices of C are copied and
// become the values of P. Cp is copied to Pp, and Ch (if present)
// is copied to Ph.
int64_t pplen = GB_IMAX (1, cnvec) ;
P->plen = pplen ;
P->x = GB_MALLOC (cnz, int64_t, &(P->x_size)) ; // x:OK
P->p = GB_MALLOC (pplen+1, int64_t, &(P->p_size)) ;
P->h = NULL ;
if (C_is_hyper)
{
P->h = GB_MALLOC (pplen, int64_t, &(P->h_size)) ;
}
if (P->x == NULL || P->p == NULL || (C_is_hyper && P->h == NULL))
{
// out of memory
GB_FREE_ALL ;
return (GrB_OUT_OF_MEMORY) ;
}
// copy from C to P
GB_memcpy (P->x, C->i, cnz * sizeof (int64_t), nthreads_max) ;
GB_memcpy (P->p, C->p, (cnvec+1) * sizeof (int64_t), nthreads_max) ;
if (C_is_hyper)
{
GB_memcpy (P->h, C->h, cnvec * sizeof (int64_t), nthreads_max) ;
}
}
P->nvals = cnz ;
P->magic = GB_MAGIC ;
}
//--------------------------------------------------------------------------
// finalize the pattern of C
//--------------------------------------------------------------------------
if (!C_is_NULL && P != NULL)
{
// copy P->i into C->i
GB_memcpy (C->i, P->i, cnz * sizeof (int64_t), nthreads_max) ;
}
//--------------------------------------------------------------------------
// free workspace, and comform/return result
//--------------------------------------------------------------------------
GB_FREE_WORKSPACE ;
if (!C_is_NULL)
{
ASSERT_MATRIX_OK (C, "C output of GB_sort (before conform)", GB0) ;
GB_OK (GB_conform (C, Context)) ;
ASSERT_MATRIX_OK (C, "C output of GB_sort", GB0) ;
}
if (P != NULL)
{
ASSERT_MATRIX_OK (P, "P output of GB_sort (before conform)", GB0) ;
GB_OK (GB_conform (P, Context)) ;
ASSERT_MATRIX_OK (P, "P output of GB_sort", GB0) ;
}
return (GrB_SUCCESS) ;
}
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