LCOV - code coverage report
Current view: top level - src/utility - LG_internal.h (source / functions) Hit Total Coverage
Test: LAGraph code coverage report. Commit id: cc56ed4. Current time (UTC): 2024-08-30T17:14:30Z Lines: 16 16 100.0 %
Date: 2024-08-30 17:16:41 Functions: 2 2 100.0 %

          Line data    Source code
       1             : //------------------------------------------------------------------------------
       2             : // LG_internal.h: include file for use within LAGraph itself
       3             : //------------------------------------------------------------------------------
       4             : 
       5             : // LAGraph, (c) 2019-2022 by The LAGraph Contributors, All Rights Reserved.
       6             : // SPDX-License-Identifier: BSD-2-Clause
       7             : //
       8             : // For additional details (including references to third party source code and
       9             : // other files) see the LICENSE file or contact permission@sei.cmu.edu. See
      10             : // Contributors.txt for a full list of contributors. Created, in part, with
      11             : // funding and support from the U.S. Government (see Acknowledgments.txt file).
      12             : // DM22-0790
      13             : 
      14             : // Contributed by Timothy A. Davis, Texas A&M University
      15             : 
      16             : //------------------------------------------------------------------------------
      17             : 
      18             : // These definitions are not meant for the user application that relies on
      19             : // LAGraph and/or GraphBLAS.  LG_* methods are for internal use in LAGraph.
      20             : 
      21             : #ifndef LG_INTERNAL_H
      22             : #define LG_INTERNAL_H
      23             : 
      24             : //------------------------------------------------------------------------------
      25             : // include files
      26             : //------------------------------------------------------------------------------
      27             : 
      28             : #include <ctype.h>
      29             : #include "LAGraph.h"
      30             : #undef I
      31             : 
      32             : #if defined ( __linux__ )
      33             : #include <malloc.h>
      34             : #endif
      35             : 
      36             : #define LG_RESTRICT LAGRAPH_RESTRICT
      37             : 
      38             : //------------------------------------------------------------------------------
      39             : // string macros
      40             : //------------------------------------------------------------------------------
      41             : 
      42             : #define LG_XSTR(x) LG_STR(x)
      43             : #define LG_STR(x) #x
      44             : 
      45             : //------------------------------------------------------------------------------
      46             : // string matching
      47             : //------------------------------------------------------------------------------
      48             : 
      49             : #define MATCH(s1,s2,n) (strncmp (s1, s2, n) == 0)
      50             : #define MATCHNAME(s1,s2) MATCH (s1, s2, LAGRAPH_MAX_NAME_LEN)
      51             : 
      52             : //------------------------------------------------------------------------------
      53             : // typedefs
      54             : //------------------------------------------------------------------------------
      55             : 
      56             : // LG_void: used in place of (void *), but valid for pointer arithmetic
      57             : typedef unsigned char LG_void ;
      58             : 
      59             : //------------------------------------------------------------------------------
      60             : // LG_CLEAR_MSG: clear the error msg string
      61             : //------------------------------------------------------------------------------
      62             : 
      63             : // When an LAGraph method starts, it first clears the caller's msg string.
      64             : #define LG_CLEAR_MSG                    \
      65             : {                                       \
      66             :     if (msg != NULL) msg [0] = '\0' ;   \
      67             : }
      68             : 
      69             : //------------------------------------------------------------------------------
      70             : // LG_ERROR_MSG: set the error msg string
      71             : //------------------------------------------------------------------------------
      72             : 
      73             : // When an LAGraph method encounters an error, it can report details in the
      74             : // msg.  This is normally done via LG_ASSERT_MSG.  For example:
      75             : 
      76             : /*
      77             :     if (src < 0 || src >= n)
      78             :     {
      79             :         LG_ERROR_MSG ("Source node %ld must be in range 0 to n-1, "
      80             :             "where n = %ld is the number of nodes in the graph.", src, n) ;
      81             :         return (GrB_INVALID_INDEX) ;
      82             :     }
      83             :     // or, with a simpler message:
      84             :     LG_ASSERT_MSG (src >= 0 && src < n, GrB_INVALID_INDEX, "invalid src node") ;
      85             : */
      86             : 
      87             : #define LG_ERROR_MSG(...)                                           \
      88             : {                                                                   \
      89             :     if (msg != NULL && msg [0] == '\0')                             \
      90             :     {                                                               \
      91             :         snprintf (msg, LAGRAPH_MSG_LEN, __VA_ARGS__) ;              \
      92             :     }                                                               \
      93             : }
      94             : 
      95             : //------------------------------------------------------------------------------
      96             : // LG_FREE_WORK: free all workspace
      97             : //------------------------------------------------------------------------------
      98             : 
      99             : #ifndef LG_FREE_WORK
     100             : #define LG_FREE_WORK ;
     101             : #endif
     102             : 
     103             : //------------------------------------------------------------------------------
     104             : // LG_FREE_ALL: free all workspace and all output arguments, on error
     105             : //------------------------------------------------------------------------------
     106             : 
     107             : #ifndef LG_FREE_ALL
     108             : #define LG_FREE_ALL             \
     109             : {                               \
     110             :     LG_FREE_WORK ;              \
     111             : }
     112             : #endif
     113             : 
     114             : //------------------------------------------------------------------------------
     115             : // GRB_CATCH: catch an error from GraphBLAS
     116             : //------------------------------------------------------------------------------
     117             : 
     118             : // A simple GRB_CATCH macro to be used by GRB_TRY.  If an LAGraph function
     119             : // wants something else, then #define a GRB_CATCH macro before the #include
     120             : // "LG_internal.h" statement.
     121             : 
     122             : #ifndef GRB_CATCH
     123             : #define GRB_CATCH(info)                                                 \
     124             : {                                                                       \
     125             :     LG_ERROR_MSG ("GraphBLAS failure (file %s, line %d): info: %d",     \
     126             :         __FILE__, __LINE__, info) ;                                     \
     127             :     LG_FREE_ALL ;                                                       \
     128             :     return (info) ;                                                     \
     129             : }
     130             : #endif
     131             : 
     132             : //------------------------------------------------------------------------------
     133             : // LAGRAPH_CATCH: catch an error from LAGraph
     134             : //------------------------------------------------------------------------------
     135             : 
     136             : // A simple LAGRAPH_CATCH macro to be used by LAGRAPH_TRY.  If an LAGraph
     137             : // function wants something else, then #define a LAGRAPH_CATCH macro before the
     138             : // #include "LG_internal.h" statement.
     139             : 
     140             : #ifndef LAGRAPH_CATCH
     141             : #define LAGRAPH_CATCH(status)                                           \
     142             : {                                                                       \
     143             :     LG_ERROR_MSG ("LAGraph failure (file %s, line %d): status: %d",     \
     144             :         __FILE__, __LINE__, status) ;                                   \
     145             :     LG_FREE_ALL ;                                                       \
     146             :     return (status) ;                                                   \
     147             : }
     148             : #endif
     149             : 
     150             : //------------------------------------------------------------------------------
     151             : // LG_ASSERT_MSGF: assert an expression is true, and return if it is false
     152             : //------------------------------------------------------------------------------
     153             : 
     154             : // Identical to LG_ASSERT_MSG, except this allows a printf-style formatted
     155             : // message.
     156             : 
     157             : #define LG_ASSERT_MSGF(expression,error_status,expression_format,...)   \
     158             : {                                                                       \
     159             :     if (!(expression))                                                  \
     160             :     {                                                                   \
     161             :         LG_ERROR_MSG ("LAGraph failure (file %s, line %d): "            \
     162             :             expression_format, __FILE__, __LINE__, __VA_ARGS__) ;       \
     163             :         LG_FREE_ALL ;                                                   \
     164             :         return (error_status) ;                                         \
     165             :     }                                                                   \
     166             : }
     167             : 
     168             : //------------------------------------------------------------------------------
     169             : // LG_ASSERT_MSG: assert an expression is true, and return if it is false
     170             : //------------------------------------------------------------------------------
     171             : 
     172             : // Identical to LG_ASSERT, except this allows a different string to be
     173             : // included in the message.
     174             : 
     175             : #define LG_ASSERT_MSG(expression,error_status,expression_message)       \
     176             :     LG_ASSERT_MSGF (expression,error_status,"%s",expression_message)
     177             : 
     178             : //------------------------------------------------------------------------------
     179             : // LG_ASSERT: assert an expression is true, and return if it is false
     180             : //------------------------------------------------------------------------------
     181             : 
     182             : // LAGraph methods can use this assertion macro for simple errors.
     183             : 
     184             : #define LG_ASSERT(expression, error_status)                                 \
     185             : {                                                                           \
     186             :     if (!(expression))                                                      \
     187             :     {                                                                       \
     188             :         LG_ERROR_MSG ("LAGraph assertion \"%s\" failed (file %s, line %d):" \
     189             :             " status: %d", LG_XSTR(expression), __FILE__, __LINE__,         \
     190             :             error_status) ;                                                 \
     191             :         LG_FREE_ALL ;                                                       \
     192             :         return (error_status) ;                                             \
     193             :     }                                                                       \
     194             : }
     195             : 
     196             : //------------------------------------------------------------------------------
     197             : // LG_TRY: check a condition and return on error
     198             : //------------------------------------------------------------------------------
     199             : 
     200             : // The msg is not modified.  This should be used when an LAGraph method calls
     201             : // another one.
     202             : 
     203             : #define LG_TRY(LAGraph_method)                  \
     204             : {                                               \
     205             :     int LAGraph_status = LAGraph_method ;       \
     206             :     if (LAGraph_status < 0)                     \
     207             :     {                                           \
     208             :         LG_FREE_ALL ;                           \
     209             :         return (LAGraph_status) ;               \
     210             :     }                                           \
     211             : }
     212             : 
     213             : //------------------------------------------------------------------------------
     214             : // LG_CLEAR_MSG_AND_BASIC_ASSERT: clear msg and do basic tests of a graph
     215             : //------------------------------------------------------------------------------
     216             : 
     217             : #define LG_CLEAR_MSG_AND_BASIC_ASSERT(G,msg)                                \
     218             : {                                                                           \
     219             :     LG_CLEAR_MSG ;                                                          \
     220             :     LG_ASSERT (G != NULL, GrB_NULL_POINTER) ;                               \
     221             :     LG_ASSERT_MSG (G->A != NULL, LAGRAPH_INVALID_GRAPH,                     \
     222             :         "graph adjacency matrix is NULL") ;                                 \
     223             :     LG_ASSERT_MSG (G->kind >= LAGraph_ADJACENCY_UNDIRECTED &&               \
     224             :         G->kind <= LAGraph_ADJACENCY_DIRECTED,                              \
     225             :         LAGRAPH_INVALID_GRAPH, "graph kind invalid") ;                      \
     226             : }
     227             : 
     228             : //------------------------------------------------------------------------------
     229             : // FPRINTF: fprintf and check result
     230             : //------------------------------------------------------------------------------
     231             : 
     232             : #define FPRINTF(f,...)                                                      \
     233             : {                                                                           \
     234             :     LG_ASSERT_MSG (fprintf (f, __VA_ARGS__) >= 0,                           \
     235             :         LAGRAPH_IO_ERROR, "Unable to write to file") ;                      \
     236             : }
     237             : 
     238             : //------------------------------------------------------------------------------
     239             : // code development settings
     240             : //------------------------------------------------------------------------------
     241             : 
     242             : // turn off debugging; do not edit these three lines
     243             : #ifndef NDEBUG
     244             : #define NDEBUG
     245             : #endif
     246             : 
     247             : // These flags are used for code development.  Uncomment them as needed.
     248             : 
     249             : // to turn on debugging, uncomment this line:
     250             : // #undef NDEBUG
     251             : 
     252             : #undef ASSERT
     253             : 
     254             : #ifndef NDEBUG
     255             : 
     256             :     // debugging enabled
     257             :     #ifdef MATLAB_MEX_FILE
     258             :         // debugging when LAGraph is part of a mexFunction
     259             :         #define ASSERT(x)                                               \
     260             :         {                                                               \
     261             :             if (!(x)) mexErrMsgTxt ("failure: " __FILE__ " line: ") ;   \
     262             :         }
     263             :     #else
     264             :         #include <assert.h>
     265             :         #define ASSERT(x) assert (x) ;
     266             :     #endif
     267             : 
     268             : #else
     269             : 
     270             :     // debugging disabled
     271             :     #define ASSERT(x)
     272             : 
     273             : #endif
     274             : 
     275             : //------------------------------------------------------------------------------
     276             : // LG_Multiply_size_t:  c = a*b but check for overflow
     277             : //------------------------------------------------------------------------------
     278             : 
     279       29649 : static bool LG_Multiply_size_t  // true if ok, false if overflow
     280             : (
     281             :     size_t *c,                  // c = a*b, or zero if overflow occurs
     282             :     const size_t a,
     283             :     const size_t b
     284             : )
     285             : {
     286             : 
     287             :     ASSERT (c != NULL) ;
     288             : 
     289       29649 :     (*c) = 0 ;
     290       29649 :     if (a == 0 || b == 0)
     291             :     {
     292           1 :         return (true) ;
     293             :     }
     294             : 
     295       29648 :     if (a > SIZE_MAX / 2 || b > SIZE_MAX / 2)
     296             :     {
     297             :         // a or b are out of range
     298           4 :         return (false) ;
     299             :     }
     300             : 
     301             :     // a + b is now safe to compute
     302       29644 :     if ((a + b) > (SIZE_MAX / LAGRAPH_MIN (a,b)))
     303             :     {
     304             :         // a * b may overflow
     305           1 :         return (false) ;
     306             :     }
     307             : 
     308             :     // a * b will not overflow
     309       29643 :     (*c) = a * b ;
     310       29643 :     return (true) ;
     311             : }
     312             : 
     313             : //------------------------------------------------------------------------------
     314             : // Matrix Market format
     315             : //------------------------------------------------------------------------------
     316             : 
     317             : // %%MatrixMarket matrix <fmt> <type> <storage> uses the following enums:
     318             : 
     319             : typedef enum
     320             : {
     321             :     MM_coordinate,
     322             :     MM_array,
     323             : }
     324             : MM_fmt_enum ;
     325             : 
     326             : typedef enum
     327             : {
     328             :     MM_real,
     329             :     MM_integer,
     330             :     MM_complex,
     331             :     MM_pattern
     332             : }
     333             : MM_type_enum ;
     334             : 
     335             : typedef enum
     336             : {
     337             :     MM_general,
     338             :     MM_symmetric,
     339             :     MM_skew_symmetric,
     340             :     MM_hermitian
     341             : }
     342             : MM_storage_enum ;
     343             : 
     344             : // maximum length of each line in the Matrix Market file format
     345             : 
     346             : // The MatrixMarket format specificies a maximum line length of 1024.
     347             : // This is currently sufficient for GraphBLAS but will need to be relaxed
     348             : // if this function is extended to handle arbitrary user-defined types.
     349             : #define MMLEN 1024
     350             : #define MAXLINE MMLEN+6
     351             : 
     352             : //------------------------------------------------------------------------------
     353             : // LG_PART and LG_PARTITION: definitions for partitioning an index range
     354             : //------------------------------------------------------------------------------
     355             : 
     356             : LAGRAPH_PUBLIC extern
     357             : int LG_nthreads_outer ; // # of threads to use at the higher level of a nested
     358             :                         // parallel region in LAGraph.  Default: 1.
     359             : 
     360             : LAGRAPH_PUBLIC extern
     361             : int LG_nthreads_inner ; // # of threads to use at the lower level of a nested
     362             :                         // parallel region, or to use inside GraphBLAS.
     363             :                         // Default: the value obtained by omp_get_max_threads
     364             :                         // if OpenMP is in use, or 1 otherwise.
     365             : 
     366             : // LG_PART and LG_PARTITION:  divide the index range 0:n-1 uniformly
     367             : // for nthreads.  LG_PART(tid,n,nthreads) is the first index for thread tid.
     368             : #define LG_PART(tid,n,nthreads)  \
     369             :     (((tid) * ((double) (n))) / ((double) (nthreads)))
     370             : 
     371             : // thread tid will operate on the range k1:(k2-1)
     372             : #define LG_PARTITION(k1,k2,n,tid,nthreads)                                  \
     373             :     k1 = ((tid) ==  0          ) ?  0  : LG_PART ((tid),  n, nthreads) ;    \
     374             :     k2 = ((tid) == (nthreads)-1) ? (n) : LG_PART ((tid)+1,n, nthreads)
     375             : 
     376             : //------------------------------------------------------------------------------
     377             : // LG_eslice: uniform partition of e items to each task
     378             : //------------------------------------------------------------------------------
     379             : 
     380          12 : static inline void LG_eslice
     381             : (
     382             :     int64_t *Slice,         // array of size ntasks+1
     383             :     int64_t e,              // number items to partition amongst the tasks
     384             :     const int ntasks        // # of tasks
     385             : )
     386             : {
     387          12 :     Slice [0] = 0 ;
     388         204 :     for (int tid = 0 ; tid < ntasks ; tid++)
     389             :     {
     390         192 :         Slice [tid] = LG_PART (tid, e, ntasks) ;
     391             :     }
     392          12 :     Slice [ntasks] = e ;
     393          12 : }
     394             : 
     395             : //------------------------------------------------------------------------------
     396             : // definitions for sorting functions
     397             : //------------------------------------------------------------------------------
     398             : 
     399             : // All of the LG_qsort_* functions are single-threaded, by design.  The
     400             : // LG_msort* functions are parallel.  None of these sorting methods are
     401             : // guaranteed to be stable.  These functions are contributed by Tim Davis, and
     402             : // are derived from SuiteSparse:GraphBLAS.  Functions named LG_* are not
     403             : // meant to be accessible by end users of LAGraph.
     404             : 
     405             : #define LG_BASECASE (64 * 1024)
     406             : 
     407             : //------------------------------------------------------------------------------
     408             : // LG_msort1: sort array of size n
     409             : //------------------------------------------------------------------------------
     410             : 
     411             : // LG_msort1 sorts an int64_t array of size n in ascending order.
     412             : 
     413             : int LG_msort1
     414             : (
     415             :     // input/output:
     416             :     int64_t *A_0,       // size n array
     417             :     // input:
     418             :     const int64_t n,
     419             :     char *msg
     420             : ) ;
     421             : 
     422             : //------------------------------------------------------------------------------
     423             : // LG_msort2: sort two arrays of size n
     424             : //------------------------------------------------------------------------------
     425             : 
     426             : // LG_msort2 sorts two int64_t arrays A of size n in ascending order.
     427             : // The arrays are kept in the same order, where the pair (A_0 [k], A_1 [k]) is
     428             : // treated as a single pair.  The pairs are sorted by the first value A_0,
     429             : // with ties broken by A_1.
     430             : 
     431             : int LG_msort2
     432             : (
     433             :     // input/output:
     434             :     int64_t *A_0,       // size n array
     435             :     int64_t *A_1,       // size n array
     436             :     // input:
     437             :     const int64_t n,
     438             :     char *msg
     439             : ) ;
     440             : 
     441             : //------------------------------------------------------------------------------
     442             : // LG_msort3: sort three arrays of size n
     443             : //------------------------------------------------------------------------------
     444             : 
     445             : // LG_msort3 sorts three int64_t arrays A of size n in ascending order.
     446             : // The arrays are kept in the same order, where the triplet (A_0 [k], A_1 [k],
     447             : // A_2 [k]) is treated as a single triplet.  The triplets are sorted by the
     448             : // first value A_0, with ties broken by A_1, and then by A_2 if the values of
     449             : // A_0 and A_1 are identical.
     450             : 
     451             : int LG_msort3
     452             : (
     453             :     // input/output:
     454             :     int64_t *A_0,       // size n array
     455             :     int64_t *A_1,       // size n array
     456             :     int64_t *A_2,       // size n array
     457             :     // input:
     458             :     const int64_t n,
     459             :     char *msg
     460             : ) ;
     461             : 
     462             : void LG_qsort_1a    // sort array A of size 1-by-n
     463             : (
     464             :     int64_t *LG_RESTRICT A_0,       // size n array
     465             :     const int64_t n
     466             : ) ;
     467             : 
     468             : void LG_qsort_2     // sort array A of size 2-by-n, using 2 keys (A [0:1][])
     469             : (
     470             :     int64_t *LG_RESTRICT A_0,       // size n array
     471             :     int64_t *LG_RESTRICT A_1,       // size n array
     472             :     const int64_t n
     473             : ) ;
     474             : 
     475             : void LG_qsort_3     // sort array A of size 3-by-n, using 3 keys (A [0:2][])
     476             : (
     477             :     int64_t *LG_RESTRICT A_0,       // size n array
     478             :     int64_t *LG_RESTRICT A_1,       // size n array
     479             :     int64_t *LG_RESTRICT A_2,       // size n array
     480             :     const int64_t n
     481             : ) ;
     482             : 
     483             : //------------------------------------------------------------------------------
     484             : // LG_lt_1: sorting comparator function, one key
     485             : //------------------------------------------------------------------------------
     486             : 
     487             : // A [a] and B [b] are keys of one integer.
     488             : 
     489             : // LG_lt_1 returns true if A [a] < B [b], for LG_qsort_1b
     490             : 
     491             : #define LG_lt_1(A_0, a, B_0, b) (A_0 [a] < B_0 [b])
     492             : 
     493             : //------------------------------------------------------------------------------
     494             : // LG_lt_2: sorting comparator function, two keys
     495             : //------------------------------------------------------------------------------
     496             : 
     497             : // A [a] and B [b] are keys of two integers.
     498             : 
     499             : // LG_lt_2 returns true if A [a] < B [b], for LG_qsort_2 and LG_msort_2b
     500             : 
     501             : #define LG_lt_2(A_0, A_1, a, B_0, B_1, b)                                   \
     502             : (                                                                           \
     503             :     (A_0 [a] < B_0 [b]) ?                                                   \
     504             :     (                                                                       \
     505             :         true                                                                \
     506             :     )                                                                       \
     507             :     :                                                                       \
     508             :     (                                                                       \
     509             :         (A_0 [a] == B_0 [b]) ?                                              \
     510             :         (                                                                   \
     511             :             /* primary key is the same; tie-break on the 2nd key */         \
     512             :             (A_1 [a] < B_1 [b])                                             \
     513             :         )                                                                   \
     514             :         :                                                                   \
     515             :         (                                                                   \
     516             :             false                                                           \
     517             :         )                                                                   \
     518             :     )                                                                       \
     519             : )
     520             : 
     521             : //------------------------------------------------------------------------------
     522             : // LG_lt_3: sorting comparator function, three keys
     523             : //------------------------------------------------------------------------------
     524             : 
     525             : // A [a] and B [b] are keys of three integers.
     526             : 
     527             : // LG_lt_3 returns true if A [a] < B [b], for LG_qsort_3 and LG_msort_3b
     528             : 
     529             : #define LG_lt_3(A_0, A_1, A_2, a, B_0, B_1, B_2, b)                         \
     530             : (                                                                           \
     531             :     (A_0 [a] < B_0 [b]) ?                                                   \
     532             :     (                                                                       \
     533             :         true                                                                \
     534             :     )                                                                       \
     535             :     :                                                                       \
     536             :     (                                                                       \
     537             :         (A_0 [a] == B_0 [b]) ?                                              \
     538             :         (                                                                   \
     539             :             /* primary key is the same; tie-break on the 2nd and 3rd key */ \
     540             :             LG_lt_2 (A_1, A_2, a, B_1, B_2, b)                              \
     541             :         )                                                                   \
     542             :         :                                                                   \
     543             :         (                                                                   \
     544             :             false                                                           \
     545             :         )                                                                   \
     546             :     )                                                                       \
     547             : )
     548             : 
     549             : //------------------------------------------------------------------------------
     550             : // LG_eq_*: sorting comparator function, three keys
     551             : //------------------------------------------------------------------------------
     552             : 
     553             : // A [a] and B [b] are keys of two or three integers.
     554             : // LG_eq_* returns true if A [a] == B [b]
     555             : 
     556             : #define LG_eq_3(A_0, A_1, A_2, a, B_0, B_1, B_2, b)                         \
     557             : (                                                                           \
     558             :     (A_0 [a] == B_0 [b]) &&                                                 \
     559             :     (A_1 [a] == B_1 [b]) &&                                                 \
     560             :     (A_2 [a] == B_2 [b])                                                    \
     561             : )
     562             : 
     563             : #define LG_eq_2(A_0, A_1, a, B_0, B_1, b)                                   \
     564             : (                                                                           \
     565             :     (A_0 [a] == B_0 [b]) &&                                                 \
     566             :     (A_1 [a] == B_1 [b])                                                    \
     567             : )
     568             : 
     569             : #define LG_eq_1(A_0, a, B_0, b)                                             \
     570             : (                                                                           \
     571             :     (A_0 [a] == B_0 [b])                                                    \
     572             : )
     573             : 
     574             : //------------------------------------------------------------------------------
     575             : // count entries on the diagonal of a matrix
     576             : //------------------------------------------------------------------------------
     577             : 
     578             : int LG_nself_edges
     579             : (
     580             :     // output
     581             :     int64_t *nself_edges,   // # of entries
     582             :     // input
     583             :     GrB_Matrix A,           // matrix to count
     584             :     char *msg               // error message
     585             : ) ;
     586             : 
     587             : //------------------------------------------------------------------------------
     588             : // simple and portable random number generator (internal use only)
     589             : //------------------------------------------------------------------------------
     590             : 
     591             : #define LG_RANDOM15_MAX 32767
     592             : #define LG_RANDOM60_MAX ((1ULL << 60) -1)
     593             : 
     594             : // return a random number between 0 and LG_RANDOM15_MAX
     595             : GrB_Index LG_Random15 (uint64_t *seed) ;
     596             : 
     597             : // return a random uint64_t, in range 0 to LG_RANDOM60_MAX
     598             : GrB_Index LG_Random60 (uint64_t *seed) ;
     599             : 
     600             : //------------------------------------------------------------------------------
     601             : // LG_KindName: return the name of a kind
     602             : //------------------------------------------------------------------------------
     603             : 
     604             : // LG_KindName: return the name of a graph kind.  For example, if given
     605             : // LAGraph_ADJACENCY_UNDIRECTED, the string "undirected" is returned.
     606             : 
     607             : int LG_KindName
     608             : (
     609             :     // output:
     610             :     char *name,     // name of the kind (user provided array of size at least
     611             :                     // LAGRAPH_MAX_NAME_LEN)
     612             :     // input:
     613             :     LAGraph_Kind kind,  // graph kind
     614             :     char *msg
     615             : ) ;
     616             : 
     617             : //------------------------------------------------------------------------------
     618             : 
     619             : // # of entries to print for LAGraph_Matrix_Print and LAGraph_Vector_Print
     620             : #define LG_SHORT_LEN 30
     621             : 
     622             : #endif

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