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//------------------------------------------------------------------------------
// GB_mask: apply a mask: C<M> = Z
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2022, All Rights Reserved.
// SPDX-License-Identifier: Apache-2.0
//------------------------------------------------------------------------------
// C<M> = Z
// GB_mask is only called by GB_accum_mask.
// If M is NULL, C can have any sparsity. Otherwise, if M is present then
// C is sparse or hypersparse; if bitmap or full, GB_subassign is used instead.
// Nearly all GraphBLAS operations take a mask, which controls how the result
// of the computations, Z, are copied into the result matrix C. The following
// working script, GB_spec_mask.m, defines how this is done. In the
// comments, C(i,j) is shorthand for the index i in the jth vector, and
// likewise for M, Z, and R. If the matrices are all CSC, then this is row i
// and column j. If the matrices are all CSR, then it is row j and column i.
/*
function R = GB_spec_mask (C, M, Z, C_replace, Mask_comp,identity)
%GB_SPEC_MASK: an implementation of GB_mask
%
% Computes C<M> = Z, in GraphBLAS notation.
%
% Usage:
% C = GB_spec_mask (C, M, Z, C_replace, Mask_comp, identity)
%
% C and Z: matrices of the same size.
%
% optional inputs:
% M: if empty or not present, M = ones (size (C))
% C_replace: set C to zero first. Default is false.
% Mask_comp: use ~M instead of M. Default is false.
% identity: the additive identity of the semiring. Default is zero.
% This is only needed because the GB_spec_* routines operate on dense
% matrices, and thus they need to know the value of the implicit 'zero'.
%
% This method operates on both plain matrices and on structs with
% matrix, pattern, and class components.
if (nargin < 6)
identity = 0 ;
end
if (nargin < 5)
Mask_comp = false ;
end
if (nargin < 4)
C_replace = false ;
end
if (isstruct (C))
% apply the mask to both the matrix and the pattern
R.matrix = GB_spec_mask (C.matrix, M, Z.matrix, C_replace, ...
Mask_comp, identity) ;
R.pattern = GB_spec_mask (C.pattern, M, Z.pattern, C_replace, ...
Mask_comp, false) ;
R.class = C.class ;
return
end
if (~isequal (size (C), size (Z)))
error ('C and Z must have the same size') ;
end
if (~isempty (M))
if (~isequal (size (C), size (M)))
error ('C and M must have the same size') ;
end
end
% replace C if requested
if (C_replace)
C (:,:) = identity ;
end
if (isempty (M))
% in GraphBLAS, this means M is NULL;
% implicitly, M = ones (size (C))
if (~Mask_comp)
R = Z ;
else
% note that Z need never have been computed
R = C ;
end
else
% form the Boolean mask. For GraphBLAS, this does the
% right thing and ignores explicit zeros in M.
M = (M ~= 0) ;
if (~Mask_comp)
% R will equal C where M is false
R = C ;
% overwrite R with Z where M is true
R (M) = Z (M) ;
else
% M is complemented
% R will equal Z where M is false
R = Z ;
% overwrite R with C where M is true
R (M) = C (M) ;
end
end
*/
#define GB_FREE_ALL \
{ \
GB_Matrix_free (Zhandle) ; \
GB_Matrix_free (&C0) ; \
GB_Matrix_free (&R) ; \
}
#include "GB_mask.h"
//------------------------------------------------------------------------------
GrB_Info GB_mask // C<M> = Z
(
GrB_Matrix C_result, // both input C and result matrix
const GrB_Matrix M, // optional mask matrix, can be NULL
GrB_Matrix *Zhandle, // Z = results of computation, perhaps shallow.
// Z is freed when done.
const bool C_replace, // true if clear(C) to be done first
const bool Mask_comp, // true if M is to be complemented
const bool Mask_struct, // if true, use the only structure of M
GB_Context Context
)
{
//--------------------------------------------------------------------------
// check inputs
//--------------------------------------------------------------------------
// C_result may be aliased with M
ASSERT_MATRIX_OK (C_result, "C_result for GB_mask", GB0) ;
ASSERT (!C_result->static_header) ;
// C may be cleared anyway, without the need for finishing it
ASSERT (GB_ZOMBIES_OK (C_result)) ;
ASSERT (GB_JUMBLED_OK (C_result)) ;
ASSERT (GB_PENDING_OK (C_result)) ;
ASSERT_MATRIX_OK_OR_NULL (M, "M for GB_mask", GB0) ;
// M may have zombies and pending tuples
ASSERT (GB_PENDING_OK (M)) ;
ASSERT (GB_JUMBLED_OK (M)) ;
ASSERT (GB_ZOMBIES_OK (M)) ;
// Z has the same type as C_result, with no zombies or pending tuples
ASSERT (Zhandle != NULL) ;
GrB_Matrix Z = *Zhandle ;
ASSERT_MATRIX_OK (Z, "Z for GB_mask", GB0) ;
ASSERT (!GB_PENDING (Z)) ;
ASSERT (GB_JUMBLED_OK (Z)) ;
ASSERT (!GB_ZOMBIES (Z)) ;
ASSERT (Z->type == C_result->type) ;
// Z and C_result are never aliased. C_result and M might be.
ASSERT (Z != C_result) ;
// Z and C_result must have the same format and dimensions
ASSERT (C_result->vlen == Z->vlen) ;
ASSERT (C_result->vdim == Z->vdim) ;
// M must be compatible with C_result
ASSERT_OK (GB_Mask_compatible (M, Mask_struct, C_result, 0, 0, Context)) ;
GrB_Info info = GrB_SUCCESS ;
GrB_Matrix C = NULL, C0 = NULL, R = NULL ;
struct GB_Matrix_opaque C0_header, R_header ;
//--------------------------------------------------------------------------
// apply the mask
//--------------------------------------------------------------------------
if (M == NULL)
{
//----------------------------------------------------------------------
// there is no mask (implicitly M(i,j)=1 for all i and j)
//----------------------------------------------------------------------
// Any pending work on C is abandoned (zombies and/or pending tuples).
// C and Z can have any sparsity, including bitmap or full.
if (!Mask_comp)
{
//------------------------------------------------------------------
// mask is not complemented: this is the default
//------------------------------------------------------------------
// C_result = Z, but make sure a deep copy is made as needed. It is
// possible that Z is a shallow copy of another matrix.
// Z is freed by GB_transplant_conform.
ASSERT (!C_result->p_shallow) ;
ASSERT (!C_result->h_shallow) ;
// transplant Z into C_result and conform to desired hypersparsity
return (GB_transplant_conform (C_result, C_result->type, Zhandle,
Context)) ;
}
else
{
//------------------------------------------------------------------
// an empty mask is complemented: Z is ignored
//------------------------------------------------------------------
// Z is ignored, and can even be NULL. The method that calls
// GB_mask can short circuit its computation, ignore accum, and
// apply the mask immediately, and then return to its caller.
// This done by the GB_RETURN_IF_QUICK_MASK macro.
// In the current version, this work is always done by the
// GB_RETURN_IF_QUICK_MASK macro, and GB_mask is no longer called
// with an empty complemented mask. The following is thus dead
// code. It is kept here in case this function is called to handle
// this case in a future version.
ASSERT (GB_DEAD_CODE) ; // the following is no longer used
// free Z if it exists (this is OK if Zhandle is NULL)
GB_Matrix_free (Zhandle) ;
if (C_replace)
{
// C_result = 0
return (GB_clear (C_result, Context)) ;
}
else
{
// nothing happens
return (GrB_SUCCESS) ;
}
}
}
else
{
//----------------------------------------------------------------------
// the mask is present
//----------------------------------------------------------------------
// delete any lingering zombies and assemble any pending tuples
GB_MATRIX_WAIT (M) ; // also sort M if jumbled
GB_MATRIX_WAIT (Z) ; // also sort Z if jumbled
// R has the same CSR/CSC format as C_result. It is hypersparse if
// both C and Z are hypersparse.
bool R_is_csc = C_result->is_csc ;
int64_t vdim = C_result->vdim ;
int64_t vlen = C_result->vlen ;
if (C_replace)
{
if (GB_aliased (C_result, M))
{
// C_result and M are aliased. This is OK, unless C_replace is
// true. In this case, M must be left unchanged but C_result
// must be cleared. To resolve this, a new matrix C0 is
// created, which is what C_result would look like if cleared.
// C_result is left unchanged since changing it would change M.
// The C0 matrix is created as hypersparse.
// set C0->iso = false OK
GB_CLEAR_STATIC_HEADER (C0, &C0_header) ;
GB_OK (GB_new_bix (&C0, // sparse or hyper, existing header
C_result->type, vlen, vdim, GB_Ap_calloc, R_is_csc,
GxB_HYPERSPARSE, true, C_result->hyper_switch, 0, 0,
true, false, Context)) ;
C = C0 ;
ASSERT (C->static_header || GBNSTATIC) ;
}
else
{
// Clear all entries from C_result, and ensure C is hypersparse
// by temporarily changing the sparsity control
int save = C_result->sparsity_control ; // save control
C_result->sparsity_control = GxB_HYPERSPARSE ;
GB_OK (GB_clear (C_result, Context)) ;
C_result->sparsity_control = save ; // restore control
C = C_result ; // C must have a dynamic header
ASSERT (!C->static_header) ;
}
// C has been cleared, so it has no zombies or pending tuples
}
else
{
// C has already been finished if C_replace is false, via the
// GB_MATRIX_WAIT (C) in GB_accum_mask.
C = C_result ;
ASSERT (!C->static_header) ;
}
// C cannot be bitmap or full for GB_masker
ASSERT (!GB_IS_BITMAP (C)) ;
ASSERT (!GB_IS_FULL (C)) ;
// no more zombies or pending tuples in M or C
ASSERT (!GB_PENDING (M)) ;
ASSERT (!GB_JUMBLED (M)) ;
ASSERT (!GB_ZOMBIES (M)) ;
ASSERT (!GB_PENDING (C)) ;
ASSERT (!GB_JUMBLED (C)) ;
ASSERT (!GB_ZOMBIES (C)) ;
// continue with C, do not use C_result until the end since it may be
// aliased with M.
//----------------------------------------------------------------------
// R = masker (C, M, Z): compute C<M>=Z, placing results in R
//----------------------------------------------------------------------
GB_CLEAR_STATIC_HEADER (R, &R_header) ;
GB_OK (GB_masker (R, R_is_csc, M, Mask_comp, Mask_struct, C, Z,
Context)) ;
//----------------------------------------------------------------------
// free temporary matrices Z and C0
//----------------------------------------------------------------------
GB_Matrix_free (Zhandle) ;
GB_Matrix_free (&C0) ;
//----------------------------------------------------------------------
// transplant the result, conform, and free R
//----------------------------------------------------------------------
// finished using the mask M, so it is now safe to modify C_result,
// even if C_result and M are aliased
return (GB_transplant_conform (C_result, R->type, &R, Context)) ;
}
}
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