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//------------------------------------------------------------------------------
// GraphBLAS/Demo/Include/graphblas_demos.h: include file for all demo programs
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2020, All Rights Reserved.
// http://suitesparse.com See GraphBLAS/Doc/License.txt for license.
//------------------------------------------------------------------------------
#ifndef GRAPHBLAS_DEMOS_H
#define GRAPHBLAS_DEMOS_H
//------------------------------------------------------------------------------
// manage compiler warnings
//------------------------------------------------------------------------------
#if defined __INTEL_COMPILER
#pragma warning (disable: 58 167 144 177 181 186 188 589 593 869 981 1418 1419 1572 1599 2259 2282 2557 2547 3280 )
#elif defined __GNUC__
#pragma GCC diagnostic ignored "-Wunknown-pragmas"
#if !defined ( __cplusplus )
#pragma GCC diagnostic ignored "-Wincompatible-pointer-types"
#else
#pragma GCC diagnostic ignored "-Wwrite-strings"
#endif
#pragma GCC diagnostic ignored "-Wformat-truncation="
#pragma GCC diagnostic ignored "-Wunused-variable"
#pragma GCC diagnostic ignored "-Wunused-result"
#pragma GCC diagnostic ignored "-Wint-in-bool-context"
#pragma GCC diagnostic ignored "-Wunused-parameter"
#pragma GCC diagnostic ignored "-Wsign-compare"
#pragma GCC diagnostic ignored "-Wtype-limits"
// enable these warnings as errors
#pragma GCC diagnostic error "-Wmisleading-indentation"
#pragma GCC diagnostic error "-Wswitch-default"
#endif
#ifndef GB_MICROSOFT
#if ( _MSC_VER && !__INTEL_COMPILER )
#define GB_MICROSOFT 1
#else
#define GB_MICROSOFT 0
#endif
#endif
#include "GraphBLAS.h"
#include "simple_rand.h"
#include "simple_timer.h"
#include "usercomplex.h"
#include "prand.h"
#ifdef MATLAB_MEX_FILE
#include "mex.h"
#include "matrix.h"
#define malloc mxMalloc
#define free mxFree
#define calloc mxCalloc
#define realloc mxRealloc
#endif
#undef MIN
#undef MAX
#define MIN(a,b) (((a) < (b)) ? (a) : (b))
#define MAX(a,b) (((a) > (b)) ? (a) : (b))
GB_PUBLIC
GrB_Info bfs5m // BFS of a graph (using vector assign & reduce)
(
GrB_Vector *v_output, // v [i] is the BFS level of node i in the graph
const GrB_Matrix A, // input graph, treated as if boolean in semiring
GrB_Index s // starting node of the BFS
) ;
GB_PUBLIC
GrB_Info bfs5m_check // BFS of a graph (using vector assign & reduce)
(
GrB_Vector *v_output, // v [i] is the BFS level of node i in the graph
const GrB_Matrix A, // input graph, treated as if boolean in semiring
GrB_Index s // starting node of the BFS
) ;
GB_PUBLIC
GrB_Info bfs6 // BFS of a graph (using apply)
(
GrB_Vector *v_output, // v [i] is the BFS level of node i in the graph
const GrB_Matrix A, // input graph, treated as if boolean in semiring
GrB_Index s // starting node of the BFS
) ;
GB_PUBLIC
GrB_Info bfs6_check // BFS of a graph (using apply)
(
GrB_Vector *v_output, // v [i] is the BFS level of node i in the graph
const GrB_Matrix A, // input graph, treated as if boolean in semiring
GrB_Index s // starting node of the BFS
) ;
GB_PUBLIC
GrB_Info read_matrix // read a double-precision matrix
(
GrB_Matrix *A, // handle of matrix to create
FILE *f, // file to read the tuples from
bool make_symmetric, // if true, return A as symmetric
bool no_self_edges, // if true, then remove self edges from A
bool one_based, // if true, input matrix is 1-based
bool boolean, // if true, input is GrB_BOOL, otherwise GrB_FP64
bool printstuff // if true, print status to stdout
) ;
GB_PUBLIC
GrB_Info mis // compute a maximal independent set
(
GrB_Vector *iset_output, // iset(i) = true if i is in the set
const GrB_Matrix A, // symmetric Boolean matrix
int64_t seed // random number seed
) ;
GB_PUBLIC
GrB_Info mis_check // compute a maximal independent set
(
GrB_Vector *iset_output, // iset(i) = true if i is in the set
const GrB_Matrix A, // symmetric Boolean matrix
int64_t seed // random number seed
) ;
GB_PUBLIC
void mis_score (void *result, const void *degree) ;
GB_PUBLIC
void mis_score2 (void *result, const void *degree, const void *xrand) ;
GB_PUBLIC
GrB_Info random_matrix // create a random double-precision matrix
(
GrB_Matrix *A_output, // handle of matrix to create
bool make_symmetric, // if true, return A as symmetric
bool no_self_edges, // if true, then do not create self edges
int64_t nrows, // number of rows
int64_t ncols, // number of columns
int64_t ntuples, // number of entries (x2 if made symmetric)
int method, // method to use: 0:setElement, 1:build
bool A_complex // if true, create a Complex matrix
) ;
GB_PUBLIC
GrB_Info get_matrix // get a matrix from stdin, or create random one
(
GrB_Matrix *A_output, // matrix to create
int argc, // command-line arguments
char **argv,
bool no_self_edges, // if true, ensure the matrix has no self-edges
bool boolean // if true, file is read as GrB_BOOL, else GrB_FP64
) ;
GB_PUBLIC
GrB_Info wathen // construct a random Wathen matrix
(
GrB_Matrix *A_output, // output matrix
int64_t nx, // grid dimension nx
int64_t ny, // grid dimension ny
bool scale, // if true, scale the rows
int method, // 0 to 3
double *rho_given // nx-by-ny dense matrix, if NULL use random rho
) ;
GB_PUBLIC
GrB_Info triu // C = triu (A,1)
(
GrB_Matrix *C_output, // output matrix
const GrB_Matrix A // input matrix, boolean or double
) ;
GB_PUBLIC
GrB_Info tricount // count # of triangles
(
int64_t *ntri, // # of triangles in the graph
const int method, // 0 to 4, see above
const GrB_Matrix A, // adjacency matrix for methods 0, 1, and 2
const GrB_Matrix E, // edge incidence matrix for method 0
const GrB_Matrix L, // L=tril(A) for methods 2, 4, and 4
const GrB_Matrix U, // U=triu(A) for methods 2, 3, and 5
double t [2] // t [0]: multiply time, t [1]: reduce time
) ;
GB_PUBLIC
GrB_Info isequal_type // return GrB_SUCCESS if successful
(
bool *result, // true if A == B, false if A != B or error
GrB_Matrix A,
GrB_Matrix B,
GrB_BinaryOp op // should be GrB_EQ_<type>, for the type of A and B
) ;
GB_PUBLIC
GrB_Info isequal // return GrB_SUCCESS if successful
(
bool *result, // true if A == B, false if A != B or error
GrB_Matrix A,
GrB_Matrix B,
GrB_BinaryOp userop // for A and B with user-defined types. ignored
// if A and B are of built-in types
) ;
//------------------------------------------------------------------------------
// page rank
//------------------------------------------------------------------------------
// dpagerank computes an array of structs for its result
typedef struct
{
double pagerank ; // the pagerank of a node
GrB_Index page ; // the node number itself
}
PageRank ;
// ipagerank computes an array of structs for its result
typedef struct
{
uint64_t pagerank ; // the pagerank of a node
GrB_Index page ; // the node number itself
}
iPageRank ;
// using a standard semiring and FP64 arithmetic
GB_PUBLIC
GrB_Info dpagerank // GrB_SUCCESS or error condition
(
PageRank **Phandle, // output: pointer to array of PageRank structs
GrB_Matrix A
) ;
// like dpagerank but with user-defined type, operators, and semiring;
// also a stopping critirion
GB_PUBLIC
GrB_Info dpagerank2 // GrB_SUCCESS or error condition
(
PageRank **Phandle, // output: pointer to array of PageRank structs
GrB_Matrix A, // input graph, not modified
int itermax, // max number of iterations
double tol, // stop when norm (r-rnew,2) < tol
int *iters, // number of iterations taken
GrB_Desc_Value method // method to use for GrB_vxm (for testing only)
) ;
GB_PUBLIC
GrB_Info drowscale // GrB_SUCCESS or error condition
(
GrB_Matrix *Chandle, // output matrix C = rowscale (A)
GrB_Matrix A // input matrix, not modified
) ;
GB_PUBLIC
GrB_Info ipagerank // GrB_SUCCESS or error condition
(
iPageRank **Phandle, // output: pointer to array of iPageRank structs
GrB_Matrix A // input graph, not modified
) ;
GB_PUBLIC
GrB_Info irowscale // GrB_SUCCESS or error condition
(
GrB_Matrix *Chandle, // output matrix C = rowscale (A)
GrB_Matrix A // input matrix, not modified
) ;
// multiplicative scaling factor for ipagerank, ZSCALE = 2^30
#define ZSCALE ((uint64_t) 1073741824)
//------------------------------------------------------------------------------
// import/export test
//------------------------------------------------------------------------------
GB_PUBLIC
GrB_Info import_test (GrB_Matrix *C_handle, int format, bool dump) ;
//------------------------------------------------------------------------------
// CHECK: expr must be true; if not, return an error condition
//------------------------------------------------------------------------------
// the #include'ing file must define the FREE_ALL macro
#define CHECK(expr,info) \
{ \
if (! (expr)) \
{ \
/* free the result and all workspace, and return NULL */ \
FREE_ALL ; \
printf ("Failure: line %d file %s\n", __LINE__, __FILE__) ; \
return (info) ; \
} \
}
//------------------------------------------------------------------------------
// OK: call a GraphBLAS method and check the result
//------------------------------------------------------------------------------
// OK(method) is a macro that calls a GraphBLAS method and checks the status;
// if a failure occurs, it handles the error via the CHECK macro above, and
// returns the error status to the caller.
#define OK(method) \
{ \
info = method ; \
if (!(info == GrB_SUCCESS || info == GrB_NO_VALUE)) \
{ \
printf ("GraphBLAS error:\n%s\n", GrB_error ( )) ; \
CHECK (false, info) ; \
} \
}
#endif
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